diff --git a/docs/03examples/circareasink_example.ipynb b/docs/03examples/circareasink_example.ipynb index b714747..3d61804 100644 --- a/docs/03examples/circareasink_example.ipynb +++ b/docs/03examples/circareasink_example.ipynb @@ -6,11 +6,12 @@ "metadata": {}, "outputs": [], "source": [ - "%matplotlib inline\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "\n", - "import ttim" + "import ttim\n", + "\n", + "plt.rcParams[\"font.size\"] = 8.0" ] }, { @@ -36,14 +37,12 @@ }, { "data": { - "image/png": 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", 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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -53,7 +52,7 @@ "ml = ttim.ModelMaq(kaq=5, z=[10, 0], Saq=2e-4, tmin=1e-3, tmax=1e4)\n", "ca = ttim.CircAreaSink(ml, 0, 0, 100, tsandN=[(0, 0.001)])\n", "ml.solve()\n", - "ml.xsection(-200, 200, 0, 0, t=[0.1, 1, 10], figsize=(12, 4), sstart=-200)" + "ml.plots.head_along_line(-200, 200, 0, 0, t=[0.1, 1, 10], figsize=(8, 3), sstart=-200);" ] }, { @@ -63,30 +62,30 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], "source": [ + "plt.figure(figsize=(8, 3))\n", "x = np.linspace(-200, 200, 200)\n", "qx = np.zeros_like(x)\n", "for t in [0.1, 1, 10]:\n", " for i in range(len(x)):\n", - " qx[i], qy = ml.disvec(x[i], 1e-6, t)\n", + " qx[i] = ml.disvec(x[i], 1e-6, t)[0].item()\n", " plt.plot(x, qx, label=\"time is \" + str(t))\n", "qxb = N * np.pi * R**2 / (2 * np.pi * R)\n", "plt.axhline(qxb, color=\"r\", ls=\"--\")\n", "plt.axhline(-qxb, color=\"r\", ls=\"--\")\n", "plt.xlabel(\"x (m)\")\n", "plt.ylabel(\"Qx (m^2/d)\")\n", - "plt.legend(loc=\"best\")" + "plt.legend(loc=\"best\")\n", + "plt.grid()" ] }, { @@ -130,19 +129,19 @@ "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], "source": [ - "ml.xsection(-400, 300, 0, 0, t=[0.1, 1, 10, 100, 1000], figsize=(12, 4), sstart=-400)" + "ml.plots.head_along_line(\n", + " -400, 300, 0, 0, t=[0.1, 1, 10, 100, 1000], figsize=(8, 3), sstart=-400\n", + ");" ] }, { @@ -152,24 +151,24 @@ "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], "source": [ "t = np.logspace(-3, 4, 100)\n", "h = ml.head(-200, 0, t)\n", + "plt.figure(figsize=(8, 3))\n", "plt.semilogx(t, h[0])\n", "plt.xlabel(\"time\")\n", "plt.ylabel(\"head\")\n", - "plt.title(\"head at center of area-sink\")" + "plt.title(\"head at center of area-sink\")\n", + "plt.grid()" ] }, { @@ -187,14 +186,12 @@ }, { "data": { - "image/png": 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", + "image/png": 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R18SR9HKOpJcbnisW6bw8sUFuDIv2YkiEZ5v3NFgaNwcZX8/qzd1LDnMwtYxFO5N5YUxHS5vVKkZ11ombXRdLeH2itk16ANuizbsu6sTN6M5tPyT1W1wePxzJAuDjabFEeP/zeUzg+qhVqjieUU5iy7k+qbCGzPK6K+bRS8QiOng60NHPmU5+TgS42l0iZGxxtpWa/Xui1WqpUaoMgqdY0UhaSS3JRTUkF+leS/kVrl0iEYR6ONDBxTT2titx4+diS7cw78sUYpinQ5vrK+HhKGdolBdDo/50Yzc2q0ktruViy8GfVKTgYqGCyvpm0kvrSC+t49czeYhE0D3QlWFRXgyL9qJ7oGub9jpYik5+zrx3bwwL1sSzeG86MYGujGnDORODIzyRS8XkVzWQXFzTLnKJrJ1iRSPn86sRiXTJxG2ZCwUKXlp/HoD5IyKExPRWoNVqSSqqYX9KKfuTSzmVXUGz+u9KxsNBRic/55aFue5nhLf1eepFIhHOtjY429oQ5unwt8cbmtSkltSQVFRDUmENycW6a1h5XROZZXWk59ebxK52JW52PjsMZ+f2edK2tZHQLdCFboEuhvu0Wi2lNUoSCxUcSy9nf0opSUU1xOdWEZ9bxae7U3Gxs2FIpKdO7ER5CX0oboC7YgM4m1vN94czeW7dWSLmOhLu5Whps24KO5mEQRGe7EkqYffFEkHcmIHdF3VdobsHulok58BYVNU38cRPp2hs1jAsyosFo6IsbVKbo6q+iUNpZexPLmV/SiklNcrLHg92t6d3qBudWlIOLJWnYgrsZBJiAl2JCXS97P7SGiVJRQri0wuY/4nx99uuxM2thkgk0lVeOdtyW7Q3L43rRGF1AwdTytifUsrB1FKqG5rZfK7QkLvTyc/ZIHT6hLq1Oa+WuXlpXEcSCqo5kVnBkytOs2neYKtbOV0vIzp6syephF0Xi5lzW4Slzblu2mqbm90tIalRndqu10aj0bJwbTy5FQ0Eudvx6fRYwRN8Hag1Ws7nV7eImRLic6suq7y1s5EwINzDcC4OvYLHo73j5STHy8mL7j5y5ptg+4K4aWf4udgxtU8QU/sEoVJrOJtXZVgtnMuv5mKhLpy1dH86Ps5ypvXWPTfQzf7aG78FsWlJMB7/2UFSS2p5b1sS/72zi6XNuilGdvLm1Q0Qn1tFWa0ST8f2sTK0Rhqa1BxK0zVNHNmp7YZwvjmYwb7kUuRSMUvv74WrvZDPdzW0Wi1ncipZfSKX3ReLqay/PPk3ysexRcx40zvUrc0uktoKgrhpx0glYnqFuNMrxJ1nR0dTXqs0uEb3JpdQrFDy2Z40Pt+bxrAoL2b0DWZkR2/Bm/MXvJzkvDc5hoeWnWTZ4SxGdfJpcxVHoBO+XfydSSxQsDephCm9gyxtUrvlcFoZSpWGAFc7Ovq2zcTbpCIFH+1IAeCNiV3o4u9yjf+4Namub2Z9XB6rT+SQUvxniw8nWymDI3QpAUOjvPB3tbOglbcegri5hfBwlHNXbAB3xQagVKnZeaGYVcdzOJJezr7kUvYll+LtJGdanyCm9g4iyF3w5ui5Ldqbmf2CWXk8h+d/Psu2hUNxsWt7ZbAjO/mQWKBg90VB3JiS3Um6kNTITt5tsspLqVLzzNqzNKk1jOrkzbQ+wrFyKVqtllPZlaw+nsOW84UoVRoAbG3E3Bnjz+RegfQKEcL+lkQQN7cocqmECTH+TIjxJ7OsjjUnc/jlVB4lNUo+35PGF3vTGBTuyeRegYzp4mt13SctwcvjOnEorYzs8nre2JTIoqmxljbphhnZ0ZvPdqdyMLW0TXcrtmY0Gq0hmbithqQ+3ZXKxUIF7g4y3rknpk0KNFNQVN3Ib3H5/HI6l/RLGtt19HXivn7BTOoRgLNt21v0tEcEcSNAmKcDL93Rieduj2bnhWJWn8jhUFqZ4eYolzK+mx+TewfSO8Ttlj3ROcilLJranSlLj7L+TD7juvoxqo2VxHYLcDF0K47LqaJvmLulTbom2jbWxu9CoYKSGiX2Mgn9O1j/+/tX4nOrWLo/HYC37+7abqp2bpbGZjU7LhTzy+k8DqWWGhKD7Wwk3Nndjxl9g4kNcr1lz4vWiiBuBAzIpGLGx/gxPsaP3Ip6fj2Tx69n8sitaGDtqVzWnsqld4gbz94exYBwj1vyy9wrxJ3HhnTgqwMZvPTbeXqHurWpJEuxWMTgCE9+P1vAwdTSNiFu9LSVw+1AaikAA8M9kEvblsezsVnNc+vi0WhhUqx/uxgee7OU1yr56kAGq0/kUHPJaIM+oW5M7hXIuG5+OAleGqtFEDcCVyTI3Z6Fo6KYPyKSk1kV/HI6j9/PFnAqu5L7vj1OvzB3nr09in4dPCxtqtl55vYodl0sJr20jjc2XeDjabGWNumGGBKpEzcHUst4bnS0pc25Jm2tFPxAik7cXNqEs63w8c4U0kvr8HKS8/rEtlkV2Foq65r4+mAGy49kUd8yvifA1Y57ewZwT8/AW7Jsuy0iiBuBf0QsFtGvgwf9Onjw/JhovtyXzqrjORzPrGDa18cYFOHBs7dH0Suk7XgAWoutjYQPp3Tn3i+P8FtcPnd09WV0G+pePCRSd9E9l1dFZV2TMK7DiNQpVYa5OkMj25a4OZ1dwdcHMwB45+5ubcojaQyq65v57lAG3x/Oolap89TEBLqwcFQkw6O8EQv9fdoUQjahwHXj42zL6xO7sP9fw7m/fzA2EhGH08q598ujPPD9CeJyKq+9kXZCj2A3HhvaAYCXf0ugsq7JwhZdP74utkT7OKHVwuH0Mkub0644llFOs1pLkLsdIR5tp9qwoUnN8z+fQ6uFe3sGtrlcstagaGzm012pDH5/D5/tSaNWqaKznzPfPtCbjXMGMaKjjyBs2iCCuBG4Yfxc7HhrUjf2Pj+cGX2DkIpFHEgp5e4lR3j4h5Ocz6u2tIlm4ZlRUUR4O1JWq+T1TYmWNueGGBKp69NzMMX6xY0+KiXC+i8wB1N17+fQSK82lZP24Y5kMsvq8HGW8587O1vaHLNQq1SxeG8aQ97by8e7UqhpVBHt48TS+3uyed5gRnX2aVOfocDlCOJG4KYJdLPnnXti2PPccCb3CkQsgj1JJdz5xSEe//EUFwoUljbRpOjDU2IRbIwvYFtCkaVNum6GtOSDHEwtRdvWklqsGH2+zZA2FJI6kVnB94czAXj3npg22b/pRqhvUvHV/nSGvr+XD7YnU93QTIS3I1/c14OtC4Ywtquf4KlpBwjiRqDVBHvY8+GU7ux+bjh39whALIIdF4oZ99lB5qw6Q1F1o6VNNBmxQa48MSwcgFc3nKeijYSn+oW5I5OKKahuvKxfh8DNk1tRT0ZZHRKxiIERbSPRvr5JxQu/nEWrham9A9v89PJ/QqlS8+3BDIa+v5d3tiZRUddEmKcDn06PZfvCoUyI8RdETTtCEDcCRiPM04GPp8Wy45mh3NndH5EItpwr5PZF+/npWDYaTfv0ECwcFUmktyNltU28teWCpc25LmxtJPRrKQM/2FK6bK20FceSfpZUjyDXNtPI7eOdKWSX1+PnYsurE9pvOOpkVgXjPj3IW1suUlbbRLC7bkG285mh3BUbIAwDbYcI4kbA6ER4O/H5jB5smTeE7kGu1ChVvLohgWlfHyWtpMbS5hkduVTC+5NjEIlg/Zl8DqVafx4LwMBwXd7N0fRyC1tyfVh7+sORlvexrcwdS8iv5rtDunDU23d3azOC7EZQNDbzym/nmbL0KOmldXg6ynn3nm7sfm4Yk3sFCuMR2jHCJytgMjr7O7P+qYH8987O2MsknMyqZNynh/hkVwpKldrS5hmVHsFuPNA/BIBXNpynsdn6X9+AcF3o5FhGOep26lUzF1qtlqMtlWcDw60/JKVSa3hp/Xk0WpgQ49cuw1HbE4u4fdF+Vh7PAWBa7yB2PzuM6X2DhbEjtwDCJyxgUiRiEQ8NCmPHM0O5LdqLJrWGT3alMuGzQ5zOrrC0eUbl+THR+Drbkl1ez+d7Ui1tzjXp6u+Mk1yKolHFxcL2nfxtalJLaimrbcLWRkxssKulzbkmPxzJ4nx+Nc620nZXHVWsaOTJFad5YsVpihVKQj3sWfVYP96bHIOLffvzTglcGaOLm/nz5xMaGopIJCIhIcFw//Dhw+nQoQOxsbHExsby8ccfGx6rr69nxowZREREEBUVxfr1641tloCFCXSz5/vZffhsRg88HGSkltQyeelRXtuQQE1js6XNMwpOtja8cZeuq+tX+zNIKrJuwSCViA3jF45Ycb+btjBb6khLvk2fUHerH7mQV1nPop0pALw0rhPeTrYWtsg4aDRaVh3PYdSi/WxLLEIqFvH08HC2LRxqCMEK3DoYXdxMnjyZQ4cOERIS8rfHPvvsM+Lj44mPj+eZZ54x3P/hhx8il8tJS0tj+/btPP3001RW3joN4W4VRCIRE7v7s+tZXbxbq4UVx7K5fdEBdiS2nTLqf2JMF19Gd/ZBpdHy8vrzVp9ErQ9NtYW8G2tOudHn2wyw8pCUVqvlPxsTqW9S0yfUjWm9gyxtklFIL61l+jfHePm389Q0quge6MLvcwfzr7EdsbWxbrEpYBqMLm6GDh1KYGDgDf3P2rVrmTNnDgBhYWEMHTqUjRs3Gts0ASvBzUHGh1O6s/LRfoR42FOkaOTxFad5euVpShRtv2z8jbu64CiXcianipUncixtzj+iX9GeyKygWa2xsDVtE7VGy7EMnbixdg/BH+eL2JNUgo1ExDv3dGvzpc9NKg1f7Enljk8PciKzAjsbCa9N6Mz6pwfR2d/Z0uYJWBCz5ty88MILdOvWjWnTppGRkWG4Pycn5zJPT2hoKDk5V78oKJVKFArFZTeBtsegCE+2LxzKk8PCkYhF/HG+iJGL9vPr6TxLm9Yq/FzseGGMbiDlRzuSqa633rBbR18n3OxtqGtSc+4W6SxtbBILqlE0qnCSS+lqxRfUWqXK0En7qeERRHg7Wdii1hGXU8mdnx/iwx0pNKk0DIvyYsczQ3lkcJhQ2i1gPnGzYsUKLl68yLlz5xgyZAgTJky47PFL21xfq2PqO++8g4uLi+EWFNQ+XKu3IrY2El68oyO/zx1ETKALNY0qnvv5LP/ZmNCmPQkz+wUT7eNEVX0zn1lxcrFYLKJ/hz+rpgRuHH1Iql8Hd6suLV66L53SGiUhHvY8PTzc0ubcNFqtlm8PZjB56VGSi2twd5Dx6fRYfnioD0HubWeel4BpMds3US9ARCIRc+fOJSMjg/Jy3UkhODiYrKwsw3Ozs7MJDg6+6rZeeuklqqurDbfc3FyT2i5gerr4u7D+qYEsHBUJwI9Hs5n5zXFKa5QWtuzmkErEvDy+EwA/Hs0it6LewhZdHb24OZ5ppdVr1p22xPEWUah/H62RwuoGvmmZ+P3SHZ3abB5KQ5OahWvjeWvLRdQaLXe25PDdFRsgzIESuAyziBuVSkVxcbHh719//RUfHx88PHQngylTprB48WIAMjMz2b9/PxMnTrzq9uRyOc7OzpfdBNo+UomYhaOi+O7B3jjJpZzIquDOzw8Rn1tladNuimFRXgyJ9KRZreX97cmWNueq9AnVVUydya606n431njtUmu0nMrWFT/0C7NecfPRjhSUKg19Qt0Y06VtTvzOrajn3i+PsDG+AIlYxOt3duaz6bG4O8gsbZqAFWJ0cTNnzhwCAwPJy8tj1KhRREREoFQqGT9+PN26daN79+4sWbKE33//3fA/L7zwAg0NDURERDBmzBgWL16Mu7u7sU0TaCOM7OTDhrmDCPdyoEjRyNSvjrLuVNv0zr14R0dEIth0toCzVirSon2dcLKVUqsU+t3cKMlFNdQ0qnCQSejkZ505LBcKFPx6RpfH9vK4Tm3Sw3EotYw7vzjEhUIFHg4yVj7aj9mDwtrkaxEwD1Jjb3Dx4sUGL8ylnDp16qr/4+DgwNq1a41tikAbJtzLkQ1zBvHsurPsvFDMv345R0J+Na9N6Nymuot28Xfh7h4BrD+Tz9t/XGTN4/2t7oQsEYvoHeLG3uRSTmRW0DXAxdImtRlOZOpCUj1D3Kw23+adrRfRamF8jB89gt0sbc4NodVq+eZgBu9uTUKjhe6BLnx5fy/8Xe0sbZqAlWOd30YBAXRN8b66vxfPjIoC2m4ezvOjo5FLxRzPrGD3xRJLm3NF+rQ08zuZZX15N9YbKIOTWfqQlHV6mvenlHIwtQwbiYh/j+loaXNuiPomFfPXxPP2HzphM7lXIGufGCAIG4HrQhA3AlaNWCxiwahIvn2g7ebh+Lva8fDgMEC3ilZZYRWYPu/mZFbFNasVLYW1eby0Wq0hCVv//lkTao2Wd/64CMCs/qEEe7SdSqKc8nruWXKETWcLkIpFvHlXFz6YHNNmE6EFzI8gbgTaBKM6t+08nKeGh+Nmb0N6aR3rTllfH5+YQBdkUjFltU1kltVZ2pw2QVZ5PWW1SmQSMd2DXC1tzt/49UweSUU1ONtKmTciwtLmXDcHUkq584tDJBXV4OkoY9Vj/Zk1INTqxK2AdSOIG4E2gz4PZ1QnH5pUGv71y7k20w/H2daG+SN1Ze6LdqZQp1RZ2KLLkUslxAa6AtYZmrJG9Pk23YNcrM6j0NCkZtEO3fyouSMicGsDFUVarZal+9OZvewE1Q3NdA9yZdO8wYb5ZwICN4IgbgTaFE62Nnw96y95ON8ep7zW+vNwZvYLIcTDnrJaJT8cybK0OX+jT5gu2VSfR2ItWGuYTP8+WWNI6sejWRQpGglwteOBAaGWNuea1DepmLc6zpA4PK13EOue6I+fi5BfI3BzCOJGoM2hz8P55oHeOMqlnMisYPrXx6w+0VgmFRtE2dcHMqxuGnqvEJ24icuxLnGjx9qCEmda3if9+2Yt1CpVLN2fDsDCUZFW51X6K9X1zUz/+hibzxXq8msmdeXde7tZ/XR1AetGEDcCbZbbO/uwYc5AfJ1tSS2pZcY3xyipse7Bm3d29yfcy4HqhmZ+OJxlaXMuIzZId5FOL62z6nlY1kBVfRMZpbrcJGsrr15+JIvK+mZCPey5u0eApc35R6rqm5j53THO5VXjZm+jy6/pHyLk1wi0GkHcCLRpIrydWPN4f/xcbEkrqWXG18eserK4RCwy5N58czADhRV5b9wdZIS2VNTE51VZ1hgrJ66lWi/M08GqOuTWNDYbxiwsGBVptb13ACrrmrjvm+Mk5Osa8615fICQXyNgNKz3yBcQuE5CPR1Y83h//F1sSS+tY/rXxyi2YoEzIcafCG9HFI0qlh3KsrQ5l9GzxQtxJts6Q1PWQlzL+9Mj2NWyhvyFHw5nUVXfTAcvByZ2t16vTUVdE/d9e5wLhQo8HWWsfrw/0b7W2eFZoG0iiBuBdkGIhwNrHh9AgKsdGWU6gVNUbZ0CRyIWsaDFe/PtoQyqG6zHe6O/WMdZYx8hK4pUnMmpAv4Ug9ZAdcOfXpuFo6KQiK3oDbuE8lol931zjIuFCjwd5ax+rD9RPoKwETAugrgRaDcEe9iz5vH+BLjakVlWx7Svj1JQ1WBps67I+G5+RPk4UtOo4rtDmZY2x4A+fyQ+pxKNFQ/RtCRqjdbQRNKaxM33hzJRNKqI8nFkfDc/S5tzRcpqldz3zXGSimrwdpKz5vH+RArCRsAECOJGoF0R5G7P2if6E+hmR3Z5PdO/Pka+FQocsVjEgpG6yqllhzKtJoG3o68TtjZiFI0qMspqLW2OVZJWUkutUoW9TGI1oZTq+ma+bxHJC0Zap9emtEbJjK+PkVxcg4+zTthEeDta2iyBdoogbgTaHYFu9qx9YgDB7vbkVNQz/eujFFZbn8C5o6svHX2dqFGq+O5QhqXNAUAqERPT0sxPH3qxNNbW5kZfAt490NVqRMR3hzKoUaro6OvEHV19LW3O39CHolJLavF1tmXN4wPo4CUIGwHTIYgbgXZJgKsdax7vT4iHPbkVDcz89jhlVtboT3xJ5dTyo9nUWknX4h4towTOWVnFlMhKkm7070uslSQT1ypVhqaQC0ZGIrYSwaWnuqGZWd+duETY9CfM08HSZgm0c6SWNuBWQ63RUlLTSGF1I0XV+p8Nl/1d3dCMWKRbRUvEIqRi0V9+ttwv+fN+N3sZoZ4OhHjYE+rhQKinA37OtlZ3ojMn/q52rHy0H1OXHiWjtI77vz3Omsf742pvPaW7Y7r40sHTgYyyOtacyOHRIR0sbRLdAl0AOJ+vsLAl1sm5vGoAure8T5Zm9fEcFI0qOng5MKaLdXlt6pQqZi87YaiKWvlYP0IFYQPoRmRkV9SRVVZPTkUdDU0a1BoNKo0WtVaLWq1FpdGi0bb81Oh+qltuAF5OcvxcbPF3tcPXxRZ/Fzu8nORW41G0JIK4MRElNY0cz6jgbG4VBZeIl5IapeHANDUyqZhgd3tCWwRPiKeD4Xd/V7tb4gsQ6GbPT4/2Y+pXx0gqquHBZSf56ZG+ONnaWNo0QFc59cSwDvz71/N8ezCTBwaEIpNa1qHaLUB30b5YqKBJpbG4PdZEY7Oa5KIaALq1hO8siVKl5tuWkOYTQztY1WKmsVnNo8tPEZdThYudDSse6Uf4LRaKqlWqyC6vI7u8nqzyOrLK6sgqrye7vI5ihWk8yRKxCB8nOX4GwWOLr4sd/i62hHg4EO3rdEuc+wVxYyQKqho4nlnOicwKjmdUkPEPk5WlYhE+zrb4uuhufs62+Lna4dfyt5u9DI1Wp85V6pafGk3Lzz+Vu/5vlVpDaa2SrLKWL1B5HbkV9TSpNKSV1JJW8vfEUJlETGywK8OjvRgW5UVnP+d22xW0g5cjKx/tx7Svj3I2t4pHfjjF8of7Yiezjvbuk3oEsGhnCkWKRjbE5zO1d5BF7Ql2t8fZVoqiUUVKcQ1dA6zDQ2ENJBXVoNJo8XCQ4e9ia2lz2BhXQLFCiY+znElW1I24SaXhyZ9OczSjHEe5lB8f7ksnP2dLm2VSGprUHM0oY39yKYkFCsPU+H/C2VZKmKcDwR4OONtKkVzipRcbvPViJKI/PfUSke6nRqulpEZJYXUjhVUtC2hFI2qNloLqRgqu0grDyVZK31B3+nVwp1+YB138na262ePNIoibm0Cr1ZJb0cCxzHKOZ1RwIquc3IrLE1ZFIujk60zfMHdCPOzxc9GJFz8XWzwcTe82VGu0FFQ1tIiderLK6shu+T2nvJ4mtYYTmRWcyKzg/W3JeDvJGRblxbBoL4ZEeOFibx2eDWMR7evEiof7cd83xziRVcHjK07x3YN9rMIrIZdKeGRwGG//kcTS/elM7hlo0RW4SCQiJtCVQ2llJORXW1zcWFM+8fmWfJuYQBeLLwY0Gi1LD+hmSD0yOMxqZjGp1BoWrIljX3IptjZivp/dh+4teVztCa1WS3ppHfuSS9ifUsrxzAqaVJq/Pc/dQWZIF7g0bSDUw97oIXK1RktZrZKCFrFzqfAprG4gpbiWmkYVu5NK2J1UAoCjXErvUDf6d/CgX5g7XQNcsGkHYkcQN9dJdUMz2xOKOJJexvHMCgr/ooolYhFd/Z3p18GDvqHu9Al1t6hAkIhFBLnbE+Ruz5DIyx9Ta7TkVNRzKLWUfcmlHEkvp6RGyc+n8/j5dB5ika5/x7AoL4ZHe9PF39mq3N03S7dAF5Y91IdZ353gYGoZ//09kXfu6WZpswCY0TeYL/akkVFax86LxRbPnega4MKhtDLO5Vcz3aKW/Ik1OBbPtuTbWENIaseFYjJK63C2lTKjb7ClzTHwn98T2ZpQhEwi5psHererkQp1ShVH0svZn1LCvuRS8iovX9QGuNoxLNqLfmHudPB0JNjDHhc7810HJC1RAR9nW3pc4XGVWsOFQgXHMyoMkQZFo4p9ybprAYC9TELvUHf6hbnTv4M7MYGubVLsCOLmH1CpNRxILeXXM/nsvFB8mSq3kehWt/3C3OnXwYNeIW44ytvG2ykRiwjzdCDM04FZA0JpbFZzKqvSsAJJLanlVHYlp7Ir+WhnCp6OMoZGenFbR29u7+xj9VOG/4neoe4smdmTh5efZPWJHLr4O3N//xBLm4WTrQ339w9hyb50lh3OtLi4idEnFbdczAV06N+PGCsI1X3d4rV5YECo1eSQ/XQsm1XHcxCJ4PP7ejAk0svSJrUKrVZLakmt4dx4MrOSJvWf1wGZREzfMHeGR3sxPNqLcC9Hi3v0/gl9q4eYQFceG9oBtUbLxUIFxzMrOJahEzvVDc0cSCnlQIpO7LjZ2zCxuz/39gqkW4DlPZbXS9u4GpuZtJIa1pzIZUN8PmW1TYb7o32cGNPVl/5h7vQIdrOanI3WYmsjYXCkJ4MjPXkVyKusZ39KKfuTSzmcVkZZbRPr4/JZH5ePp6OMmf1CmNkvGG9ny+cc3Ay3dfTmhTHRvL8tmdd/TyTKx8kqVpezBoTw1YEMjmVUkFSkoKOv5XIU9EnFSUUKlCq11YQ8LEl9k4rUEn0ysWXFzbm8Ks7kVGEjEfHAQMuLc4ATmRW8/nsiAC+Miba4QG8Njc1qNp0tYNnhLC4UXl41GORux/Aob4ZHezEg3AN7Wdu9jErEIroGuNA1wIVHBoeh0WhJLq7hWEa5wbtTWd/M8qPZLD+aTYS3I5N7BTK5VyCejnJLm/+PtN1Pxcg0NqvZmlDI6uO5nMiqMNzv4SDjrtgA7ukZQBf/9pt0eymBbvYtAiaEJpWG09mV7EspYVN8AQXVjXy6O5XFe9MY29WXBwaE0ifUrc29L08NC+dCgYLN5wqZs+oMW+YPxtvJsmLNz8WOsV182XK+kB+PZvP23ZYLmQW62eFqb0NVfTOpxbUWzbuxliZ+FwsVaLTg7STHx8LC/sej2YBujIelj1uAEkUjc1adQaXRMiHGj6eGhVvapJsit6Ken45ns+5kLpUtXcNlUjH9O3gwPErnnQnzdGhz57vrRSwW0cnPmU5+zjw0KAyVWsPh9HJ+PZ3H9sQi0kpqeXdrEh/tSGZ0Z1/u6xfMgA4eVpm2cMuLm9TiGlafyOXXM3mGAYYSsYgRHb2Z1juIYdFebTLeaCxkUjEDwj0YEO7B86Oj2ZpQxI9HsjiVXcnmc4VsPldIR18nHhgQyqQe/m1mFSMSiXh/cgwpxTWkFNcyf3UcPz3Sz+JVA/f3D2HL+UI2xuXz8rhOFgt1ikQiOvs5cyS9nAuFCosnFYPl52ZeKNR5bbr4W7bqp6q+iU1nCwCYNSDUoraALnw/d3UcpTVKonwceX9yTJu6+Gs0Wg6llfHj0Sx2J5UYxHSAqx339Qvmvr7BuDlYT28scyKViHWFJlFeKBqb+eNcIatP5nI2t4ot5wvZcr6QEA97pvcJZnKvQLycrMeb0zauREZGo9HyR0Ihy49kcTKr0nB/gKsd0/sEMaV3EL5WUOZpbdhIxEzs7s/E7v4kFlSz4mg2G+LzSSqq4eXfzvPO1otM6RXErAEhbaIDqb1Mypf392Li54c4llHBRztT+PfYjha1qX8Hd8K9HEgvrWNDXL5F84E6+urEzcVCoZkfwIUC3ftg6ZLmX07noVRp6OTnTE8r6JL8wfZkTmRW4CjXfZ/aygKnuqGZX0/nseJYNpmXtO4YHOHJrAEhjOzobfHFjjXhbGvD9L7BTO8bTGJBtS51Iy6f7PJ63tuWxKKdOm/OjL7BDAy3vDenbRyFRuRwWhnvbk3ifL4uMVAiFjGyozcz+gUzNNLrlmhuZAy6+Lvw7r0xvHRHJ34+ncuKY9lkl9fz/eFMvj+cydAoLx4cEMLwaG+rfk/DvRx5b3IMc1fF8eW+dHoGu3F7Zx+L2SMSiZjZL4T/23yBn45lM7NfsMVWwZ38dEMhBXGjQ/8+dLag50ar1bLqeA4A9/e33LGhZ3tiEV8d0DURfH9yTJto0pdUpODHo9n8diafhmY1oCuHntwrkPv7hwjDPK+DLv4uvDnJhZfGdWTzuUJWn8ghLudPb07XAGdeHNuJwZGeFrPxlhE3FwoUvLstyZAB7iiX8vDgMGb2C7Z4/Lwt42Jvw6NDOvDwoDD2p5ay4mg2e5NLDNn2YZ4O/PfOzgyP9ra0qVdlQow/p7Iq+eFIFs+ti2fzvCEEe9hbzJ57ewby3rYkkopqOJNTRa8QN4vYofdQXCysQavVWuxCqrWCTjdqjZakIst7bo6ml5NRVoeDTMJdsZZt2pdVVsfz684Cuj4747r5WdSea3E6u5L3tiVxIvPPnMooH0dmDQjl7h4Bbaba1Zqwl0mZ2juIqb2DuFioYM2JHH49k09CvoL7vzvOkEhPXryjI138zR/WbvefZl5lPYt2pPBbfD5ara6Ee2a/EOaNiMDDyrO92xJisYjbor25LdqbnHJdUt7ak7lkltUxe9lJ7ujqy2sTOuPvamdpU6/Iy+M6GSpQnl51ml+eHGixkncXexvu7O7PL6fzWHk822LiJtLHEalYRHVDMwXVjQRY6WdnDrLK62hs1mBnIyHUw3Ih15+O6xKJ7+5p2YtxQ5OaJ386TY1SRe8QN168w7Lh3H+isq6J97YlseZkLqDz1o/p4sOs/qH07+Buce9Xe6GTnzNv3NWV+SMj+XxPGiuPZ3MwtYxDaYeYFBvAs7dHEeRuvkVjuw0oVtU38b8tFxjx4X7Wx+mEzYQYP3Y9O4zXJ3YRhI0JCfaw5+VxnTj84ggeHRyGRCxia0IRoxbt5+sD6TSr/97F09LIpGK+uK8n7g4yEvIVvLHpgkXt0efabD5XSGVd0zWebRrkUokhzHCx4NYOTenzbSw5l6dE0ciOxGIAi+ZiabVaXtuYQFJRDZ6OMr64r6dVFl1oNFrWnsxhxEf7DMJmSq9ADv37NpbM7MWAcA9B2JgAD0c5r0/swu5nhzOxuz9aLfwWl8/Ij/bz1uYLZjufWd8R2Uoam9Us3Z/O0Pf38s3BTJrUGgZ08OD3uYP44r6ehFhw1XWr4SiX8uqEzmyeN5heIW7UN6l5+48kxn928DLXsLXg72rHp9NjEYlg9Ykcfj2dZzFbuge60MXfmSaVhl/PWM4OIe9Gh/71WzIkteZkLiqNlt4hbhbtgbT2ZC6/tHQy/2x6D6ssvrhQoGDy0iP8+9fzVNY3E+3jxM9PDuCDKd3xc7l1PZDmJNjDns9m9GDT3MEMDPegSa3h20OZDP1gL0v2pdHYku9kKtqVuNmfUsKoRft5d2sSikYVHX2dWPZQH1Y91o8YK2iXfqvSyc+Zn58YwPuTY3CztyGluJapXx3luXVnrzlYztwMifRi4cgoAF7ZcJ60lqZt5kYkEhlW56uO56C1ULMXQ95NkeXEjTX0ubF0MrFao2XNCX0iseW8NklFCv7T0qjvudHRDIywXMLolahpbOb/Nl3gzi8OcSanCgeZhFfHd2Lz/MH0CbV8o85bkW6BLqx8tB8/PNSHjr5O1DSqeH9bMiM/2s+uC8Um22+7EjdzVsaRV9mAn4stH07pzpb5Q7gt2ltwPVoBYrGIqb2D2PPccGb01U29/vVMHiM+3MeKY9moNVZwBWth3ogIhkR60tisYeHa+CsOwzMHE7v7Yy+TkFFWR1xulUVsiPbVeW6Siywj8i7Fkl9j/evv2PJ+mJuj6eUUVDfiYmfD2K6W6fyrVKlZuEb3fbgt2suqGvVptVo2xutCH98fzkSt0TKumy+7nhvGo0M6WGXY7FZCJBIxPNqbP+YPYdHU7vi72JJf1cCjP55i/uozJtlnu/rEJWIRTwztwK5nhzG5V6BVlyDfqrg5yHjnnhjWPz2QLv7OKBpVvLYhgbuXHOashS7gf0UsFvHhlO642tuQkK/gs92pFrHDQS5lbEsL+/UWCk3pxU1WeT1KlWndyNZKTaMuoRogytsy4kb/+d/Z3c9iie4f7UghqagGDwcZ70/ubvE+JnrSSmqY+e1xFqyJp6RGSaiHPcsf7suSmb2EEJSVIRaLuKdnILueG8YTwzogFYvYk1Rqmn2ZZKsW4ucn+/PSuE44CCV9Vk/PYDd+nzuYNyZ2wclWyrm8aiYtOcwrv52nqt4yCbSX4uNsaxh/sGRfGqezLZMjdE/PQAA2nS20iLjwdbbFSS5FrdFe1ujsViK1pBYAH2c5LvbmH1BZp1SxNaEI+PN4MDdH08v55qCun82798ZYRSfa+iYV721L4o5PD3IkvRy5VMyzt0exbeFQhkW17YGd7R17mZSX7ujElvlDGBDuYZJ9GF3czJ8/n9DQUEQiEQkJCYb7S0pKGDt2LJGRkXTt2pVDhw4ZHquvr2fGjBlEREQQFRXF+vXrb2rfUT6W7RwqcGNIxCIeHBjKnueGc0+PALRaWHk8h3GfHiQh3/LTqMd18+OengFotPDM2rPUKlVmt2FAuAe+zrZUNzSz10QrnH9CJBIR6aOrmLKG0JQlSC3Wve4oH8t4bbYlFNHQrCbM04EeQa5m37+isZnnfz6LVgvT+wRZtMmlnoT8akZ/fIAv96XTrNYyoqM3O58ZxvyRkRbzbAncONG+TnzzQG+TbNvo4mby5MkcOnSIkJDLk95efPFF+vfvT2pqKsuWLWPmzJmoVLqLxYcffohcLictLY3t27fz9NNPU1lZeaXNC7RDvJzkLJoWy9rH+xPm6UBBdSOTlx4xzM+xJK9P7EKAqx05FfX836ZEs+9fIhZxVw9/wHKhKf1FPbW41iL7tzTJRbrXHWmhkJS+Wu6eHgEWyR98fWMi+VUNBLvb8+qEzmbf/1/ZfK6AyUuPkFfZQICrHV/P6sV3D/a2aONNAevD6PGboUOHXvH+devWkZmZCUCfPn3w8fHh0KFDDB8+nLVr1/LDDz8AEBYWxtChQ9m4cSOzZ8++4raUSiVK5Z9VNgrFrV2mei20Wi2VlZXk5uaSl5dHbm4uhYWF1NTUUFNTQ21treEmEomQSqWX3ZycnPD09Lzs5ufnR0REBB4exusV0a+DBxvmDGL+6jj2p5Qyb3UcyUU1PHt7lMXi+862Niya2p3p3xxj3ak8JsUGmL1C5J4egXy1P4O9ySVU1DXhbuYhfpF6cWOhyjE9IguNztS/7mhf87flz69q4GhGOQCTepi/I/GOxCLWx+UjFsHH02It2jhQo9GyaGcKX+xNA2BolBefz+iBi535Q4UC1o9ZjtTy8nI0Gg1eXn/GQUNDQ8nJ0ZU25uTkXObpufSxK/HOO+/wxhtvmM7gNopWq6WgoIDz588bbufOnSMlJYWGhgaT7NPV1ZWIiAgiIyOJjo6mV69eBvF6M7jY2fD97D68ty2Jrw9k8MXeNJKKavh4WnecbC1zEuvXwYNZ/UP48Wg2r25IYOvCIcil5nN9R/s60TXAmYR8BZvPFfCAmSdBR7bM2kkruTU9NyktYalIC4SlNrQ0IO3fwd2s3V1Bl+vzekvZ9+NDwy3WKRt0Sd3PrD3LrovFLfZ04N9jOwpFIwJXxWwy/K+r+7/27bj08Wv19HjppZd49tlnDX8rFAqCgoKMYGXbQqPRkJiYyIEDBwy3oqKiqz7f09OToKAgAgMDCQgIwMXFBUdHRxwdHXFycsLe3h6RSIRKpTLcmpubqampoaysjNLSUsrKyigrKyMvL4+8vDyqqqo4deoUp06dumxfwcHB9OnTh759+zJixAh69uyJWHx9UVCJWMTL4zrR0deJF9efZ9fFYu5ZcoTvHuxjMdfz82Oi2ZpQREZZHUv3ZbBgVKRZ9393j0AS8i+w/ky+2cWNfpBgdnk9TSoNMmm7qkP4RxSNzRQrdF5icw9U1Gq1hlCkJRKJP92dSkF1I4FudiwYad7j/VJyyut5ZPlJUktqkUnFvHtPN4slVgu0Hcwibjw8dNnQpaWlBu9NdnY2wcHBgO5CmJWVddlj48aNu+r25HI5crnls/UtQXl5OVu2bOH3339nz549f8tNEovFREVF0a1bN7p160ZMTAydO3cmKCgIW1vjdhKtr68nIyOD1NRUUlNTuXDhAidPnuTixYvk5OSQk5PDr7/+CuiE1e23386YMWMYPXo0fn7XHrJ3T89AOng58sSKU6SW1HL3ksN8+2BvegSbfwXpbGvDaxM6M391HEv2pTG5d6BZZy1N7O7P239cJD63ipzyerOKPD8XWxxkEuqa1ORU1BFhodwTS5De4q3ydpLjbGbPYWKBgvTSOuRSMXeYubdNWkkt3x/SpRH8311dsJNZJkk3LqeSR5eforyuCW8nOV8/0JtYCyRVC7Q9zOa5mTJlCosXL+b111/n5MmTFBUVMXjw4Mse++GHH8jMzGT//v0sXbrUXKZZPbm5ufz2229s2LCBAwcOoFb/WRLs4ODAwIEDGTp0KEOHDqVPnz7Y2Znnomtvb0/Xrl3p2rXrZfcrFArOnDnDiRMnOHz4MHv37qWsrIzVq1ezevVqAAYMGMCMGTOYMmUKvr5XP3HHBrny+9zBPLL8JAn5CqZ/fYxPp/ewSCOzO2P8WHksm+OZFby7NYnPZ/Qw2769nOT0C3PnSHo5WxMKecKMDdREIhFhXg4k5CvIKLWcuLFEEz99+XsHL/OPbdnWUv59W7S32UOyb225gEqjZVQnb0Z0tEx11LaEIhasiUOp0tDF35nvHuxjlaMeBKwTo/uX58yZQ2BgIHl5eYwaNYqIiAgA3nvvPY4cOUJkZCSzZ89mxYoVSKU6bfXCCy/Q0NBAREQEY8aMYfHixbi739qtshsaGli9ejW33347ISEhLFiwgL1796JWq4mJieE///kPx44do7Kykh07dvDqq68ydOhQswmbf8LZ2Znhw4fzr3/9i40bN1JeXs6BAwd45ZVX6N27NyKRiKNHjzJ//nwCAgIYNWoU33777VUTw32cbVn7+ABGdPRGqdLw1MrTfHsww+wjCUQiEa9N6IxIBJvOFpi9941+9a7veWJOwjx1IZlbrddNRqle3Jg/JPVHQiEAd3Qzr5Dfm1zCvuRSbCQiXhlv/uoorVbLtwczeGrlaZQt3ZDXPTFAEDYCN4TRPTeLFy9m8eLFf7vfx8eHHTt2XPF/HBwcWLt2rbFNaZPEx8fz9ddfs3r1aqqqqgz3Dx06lLvvvpu77rqLsLAwyxl4E9jY2DBkyBCGDBnCW2+9RWFhIevWrWPNmjUcO3aM3bt3s3v3bp555hkeeOAB5syZQ+fOl59UHeRSvp7Vi9c3JfLTsRze2nKR3Ip6/nNnF7MmFXYNcGFa7yDWnMzljU0X2PD0ILNVco3p4st/fk8kPreKwuoGs3ZfDfPUeS5uNXFj8Nx4mtdzk1pSS0ZpHTKJmBEdvc2232a1hrc2XwBg9sBQw+duLtQaLW9uvsAPR7IAmNkvmDcmdkEqjE8QuEGEI8YK0Gq1bN++nVGjRtGjRw++/PJLqqqqCA4O5r///S8ZGRns37+fhQsXtjlhcyX8/PxYsGABR48eJSMjg7fffpvo6Ghqa2tZsmQJXbp0YcSIEaxfv/6yEJxUIubNu7ryyrhOACw/ms0TK05R32Te5nrPjY7GUa7rqvxbXL7Z9uvtbEuvlnyjbWb23ugv7hm3mLjJsFBYaut53ec7JNLTrCGpFUezSS+tw8NBxjwzJxHXN6l4YsUpg7B5eVxH3prUVRA2AjeFcNRYkObmZlasWEFsbCxjx45l9+7dSCQSpk6dys6dO8nMzOT1119vF4LmaoSFhfHSSy9x8eJFdu3axaRJkxCLxezdu5d7772Xrl27snLlSoPIEYlEPDa0A0tm9kQuFbPrYgnTvjpGSU2j2Wz2cpIzd0RLuHVbEnVm7Fw81kKhKf3F/Vby3Gg0WjLLdAnF+rCcudjaEpIyZ25ZRV0Tn+xKAXQC3pwJ1CWKRqZ9dYxdF0uQScUsvq8njw8NvyWGHmu1WlRqywznbc8IQ5gsgEajYd26dbz66qukp6cDutDcY489xsKFC//W3fmvqNQaSmqUFFQ1kN9y02i0uNjZ4Gxng8slN/3f1j4VVyQSMXLkSEaOHElOTg5fffUVX375JUlJSdx///383//9H6+++iozZsxAKpUyrpsfPs62PPbjKc7nVzPr2xOse2KA2Wb/PDQolFXHc8ipqGfp/nSeGx1tlv2O7erLW1sucjKrgtIapdlm/IS2eG5Ka5TUNDZbrOeQOSlSNNLYrEEqFhHoZr4QYEZpLUlFNUjFIrOOOvh4ZwqKRhWd/JyZ1sd8rTVKa5RM/eooWeX1uDvI+OaBXvQKaVs5l00qDUlFCuJzq4jPraJY0UizSkuTWkOz4aalSaX7vUmtoVnVcl+LsHGztyHcy5EIb91N/3uAq53VDCltSwjixoxotVp27tzJiy++SFxcHADe3t4sXLiQJ598Ejc3XcihsVlNbkW9QbgUVDVQUNVIfqXu7yJFI2rNjSXT2sskfxM8nf2cGRDuQc9gN6vqXRIcHMz//vc//v3vf/P555+zaNEiUlJSeOCBB/jf//7HokWLGDduHL1C3Fj/1ECmfnWU5OIaHl5+khWP9MVeZvrDWi6V8PK4Tjz502m+PpDBtD5BBLqZvjw70M2emEAXzuVVs+NCETP7/bMQNhbOtjZ4Osopq1WSWVZHTKCrWfZrSfReqmAPe7MuDvReuQHhHrjam6cbdVKRgpXHswH4z4TOZstjq25o5oHvT5BVXk+Aqx0rH+1nENLWilarJbeigfi8KuJyKonPrSKxQEGTqnXel8r6Zk5lV3Iq+/L2HnKpmA5ejoR7OVwmesI8HYQ5Wv+AIG7MRGJiIgsWLGD37t0AODk58a9//YuFCxfi6OhITnk9a/als+V8AQn51x4nIRWL8HO1JcDVDn9XO2zEYqobmqluaEbR2Gz4vaZRFzKpb1JT36SmsPrP8M3OC8V8ujsVB5mEgRGeDI/2Yni0t1n7t/wTzs7OvPLKK8yfP5/Fixfz4YcfkpyczPjx4xk7diwff/wxHTt25MdH+jJ16VFOZ1cyb1UcXz/Q2ywn5zFdfOjfwZ1jGRV8sD2ZT6ebpzR8bFdfzuVVsy3BfOIGdHk3lhA35q6K05NRqgtJmTuZeHuiTtyM63btXlDG4u0/ktBoYWwXX5NNaf4rTSoNT6w4xcVCBZ6OMqsUNmqNlqQiBRcKFCQWKLhQqOBigYKaK4SiXexsiA1yJTbIlTBPB+RSMTYSMTZSMTYSETJJy98SMTKpyPC7jUSMRCyioKqB9NJa0ktqSSutJb2kjsyyOpQqDRcLFVwsvPy6IBWLGBDuwZ3d/RnT2dciE+utGUHcmJj6+nrefPNNPvzwQ1QqFTKZjKeffppXXnmFBrE9K08XsuV8POfyLp+C7SSXEuBmR4CrHQFuOgGjFzKBbnZ4Osqv6wKu1mipuUTsKBpUVDc0U1ar5FR2JUfTyyirbWLnhWJ2XtC1No/0djQInd6hbmYdNXAlnJycePHFF3n66ad56623+OSTT9i2bRu7du1i7ty5/Pe//2XZQ32575tj7E4q4Z0/LpplwJ9IJOLV8Z2Z8Pkhfj9bwLwRkWbpYju6sw/vb0vmeEYF9U0qs3iqAEI87DmRVUF2eb1Z9vdXzO2Y17/OEA/zXXBLahoN54KRncxTJXUmp5IDKaVIxSJeGtfRLPvUarW8tP48xzIqcJRLWf5wX6sSNsWKRtadzGXNyVzyq/4+ukYmEdPJz0knZoJdiQ1yI9TDvlU5Qu4OMroGuFx2n0qtIa+ygbSSWtJLay/7qWhUcTC1jIOpZbwiOc/QSC8mdPfj9s6+Fp0BZi0I74AJ2bp1K3PmzDEMDJ04cSIv/t+7JFTLeWRtMmdzqwzPFYt0bujx3fwZ1dkbL0e5UZLpJGIRrvayK7q3HxwYikaj5UKhgn3JJexNLiUup5LUklpSS2r55mAm9jIJA8M9GRbtxW3RXmYJvVwNZ2dn3n//fR577DGef/55fv/9dz755BN+/vlnvv76az6cEsu81XF8eyiTcG9HZvQNNrlNXQNcGNXJh10Xi1myN41F02JNvs9wL10cPr+qgWMZ5WZrshbcMtsot8Iy4sbc5FToxY35jvmDKWUAdA1wxtvJPH1dPt2VCsA9PQPMJuS+2JPGr2fykIhFLJ7Zky7+Ltf+JxOj1mg5kFrKquM57EkqMYT+HWQSuga40MXfhc7+znTxdybC29EsoUqpREyopwOhng6M4s/vuVarJbOsji3nCtl0roCU4lp2J5WwO6kEufQ8t0V7M6G7HyM7+lisu7SlEcSNCaiqqmLOnDmsWrUKAD//AO6e8yoFrt2YsTrD8DyxCPp38GBcNz/GdvXF09H8IyXEYhFdA1zoGuDC3BGRVNU3cTC1jH3JpexPKaWsVsmui8WGgXV3dPVl/shIOvk5m91WPZGRkWzcuJEdO3Ywd+5cUlNTGT9+PLNnz+aJu+by1bEiXtuQQIiHPQPDTT/Be8HISHZdLGZDfD7zRkaavDeISCRiWLQXq47nsC+51HzipuUin3OLiRtzDqzcl1IKwPAo83ht4nOr2J9SikQsYs5tEWbZ58b4fD7aqavKemNiF4ZFeV3jP0xLsaKRtSdzWfsXL02fUDfu6xfMHV39rC63RSQS0cHLkXkjI5k3MpKU4ho2ny1g87lCMsrq2JZYxLbEIuxlEkZ28mFCjB/Dorys7nWYEkHcGJmDBw9y//33k5OTg1gspsPwKShj7mWLwh4UVYhE0C/MnfEx/ozt4mu2apfrxdVexp3d/bmzu/9lXp19yaWczqlka0IRWxOKrELkjB49mvj4eF599VU++eQTfvjhB/x37KDX/S9xThPGUz+d4benB5q8u2y3QBdGdPRmT1IJi/em8eGU7ibdH8DwKJ242d9yMTQHeq/dreC50SWN6l5nsJnEjVqj5WBqi7iJNs8F/7PdOq/NpFjzeG1OZ1fwwi/nAHh0cBj39zdfztilXM1L42Jnw709A5nRN8giU+BvligfJ54dHc0zt0dxoVDB5nOFbDpbQF5lA5vOFrDpbAFOcil3dPNl7m2RFhtAbE4EcWMkmpub+b//+z/efvttNBoN9p7+OI99luaAjkhE0CfUnQkxOg+NudzNreWvXp3koho+25PKH+cLrUbk2Nvbs2jRIu69914eeughUlNTKXh/HpG330dV96k8svwUvz090ORVJ/NGRLAnqYTf4vKZP8L0J4+BEZ7YSERkl9eTWVZnlk6y+ot8oaIRpUpt8VwsU1JR10RdkxqRCLMl2MfnVlFV34yzrdQswyHP5VWxJ6kEsQhD3yZTkl1ex2M/nqZJpeH2zj681NKM05wUVTey7tTfvTR9Q92Z0S/IKr00N4JIJKKLvy6E9q8x0ZzNq2bz2QK2nC+ksLqRdafy+C0un5n9Qpg3IgIPC0QLzIUgboxAfn4+kydP5tixYwA4dB2J+6gncHB04tEhutWJj3PbEDT/RLSvE4vv62mVImfQoEHEx8fz4osv8vnnn5O6cxVOqedIHfc8T/1ky4+P9DVpjLxHsBtDo7w4kFLKkn1pvHtvjMn2BeAol9I7xJ2jGeXsTy4hzNP0jR49HWXY2UhoaFaTX9lg9nlL5kQfkvJ1tjXbxW5/cgkAQ6K8zNKV97PdaYDOa2NqcVxd38xDP5ykoq6JbgEufDo91qxjUxqa1HyyK4VvD2W2eS/N9SISiQzVWy+P68Sp7Eq+2JvGgZRSfjiSxS+n83hiaAceGRJmtqIEc2I9zU3aKEePHqVHr14cO3YMkdwBz4n/wvfOZ3lwWCf2/2s4z42ObhfC5lL0ImfbgqGMj/FDJNL15rjj04M89dPpv5Usmgt7e3s+++wz1q1bh5OTEzVZCRT9sIA9e3bzn40JJi8pXjBSt/r95XSeWUI3w1pCF+YKTYlEoj+Tiiv/XkHSnsgxc0gK/sy3MUcOSkJ+NbsuFiMWwRwTe22aVBqe/Ok0GaV1+LnY8u2Dvc16MT2YWsroT/bz1YEM1BotfULd+Hhad46/PJL/3Nm5XQqbvyIWi+gb5s6PD/dl5aP96BrgTK1SxUc7Uxj2wT5WHs+muZ11SRbETStY/NU3DBk6jNLiYmw8Q/Cb/SnTp09n17PDeHNS1zYTfrpZriVysizUqn/KlCmcOnWKmJgY1PXVlKz7D18v/ZLvD2eZdL+9QtwZFOGBSqNlyb50k+4L/szLOJpRTmOz+hrPNg765Nr2nlScU25ecVNWqzSUgA83g7jR59rc2d2fcBN64LRaLa9uOM/RjHIcZBK+n93HbIu96vpmnlt3llnfnSC3ogE/F1u+e7A3Pz85kLt7BLbp8FNrGBThye9zBvPZjB4Eu9tTWqPkld8SGPPxAfa1eA/bA4K4uQlUKhV33vcIc598HLWqGbuoAdzz+jK2vzaZz2f0sKp+DebgaiLn9o/38+7WJIusCKKiojh27BgPPvggaDVU7FzKc889x8nMcpPud/4I3bDBX0/nUVarNOm+on2c8HGW09is4cxfupqaiiB3Xf5JnhnFjSVa+OVWmrdS6nCargS8k58z3ia++GeU1rLjQjEikS5XzJT8fDqPdafyEIvgi5k9zRa23nWhmNs/3s+vZ/IQiXQTznc+O4yRncw3zsKaEYtFTOzuz65nh/H6nZ1xd5CRUVbH7GUnWbgmjnITn7vMgSBubpDk/ArC+49m8+rvAQgdPZs/Nv7Gmjm3/a0B063GpSJnWJQXzWotS/enM+u741TUNZndHjs7O5YtW8Zbb70FQPWJ3xh7590UllVf4z9vnr5h7sQEutCk1rDmRI7J9gO6MFH/DrpusscyK0y6Lz365NqCavMNKjVgxiGKBVW612euZOJjGbrPb6AZugP/eFQ3ZmFEtDcR3qYLyaSV1PDfjYmAbhDnbdGmL2+vqm/imbXxPPrjKUpqlHTwcuCXJwfy+sQuQmO7KyCTipk9KIz9Lwzn4UFhiEWwIb6AUYv2s/5MnsW6gxsDQdxcJyq1hg83x9NjyEhyTu9FJJEy+9VPubj5W4abqc9IWyHa14nlD/dl6f09cZBJOJZRwV2LD5FcVGN2W0QiEa+88grf/fAjIokNFYkHie0/mPJy03hwRCIRDw0KBWDFMdPHsQ3iJsO0Hik9/npxc4Wure2Jgmrd6/NzNU8I5XjL56f/PE1FTWMzP5/KBWB2y3FqChqb1cxdFUdDs5rBEZ48NSzcZPvSo/PWHOC3uHzEInhiaAf+mD+EXiFuJt93W8fJ1ob/3NmZ9U8PoqOvE5X1zTy77iwPfH+izbZ+EMTNdVBZ18SMz3fxyuPTaMiMRyq3Y/na31j25vxbNm57PYzt6sdvcwYR7G5PbkUD9yw5bBjxYG4efnAW36/diNjOiZL0BHoNHGYygTOumx+ejnKKFUq2tQxBNBX9wnTTk+Nzq8ySd+PnorvYF7ZjcaPVag3izRyemxJFIxlldYhEupJkU/LL6TzqmtREeDsyOMJ0DS7f3HyBpKIaPB1lLJrW3aRTrS/11pTWKAn3cuCXpwby0rhOwvn5BokNcmXTvMG8MCYamVTMwdQyxn16kD1JljlvtwZB3FyDpCIFd7y3mY3/e4ymwhScXN04tH8vs+6dYGnT2gRRPk5snDOIAR08qGtS8/iKUyzem2YRd+fse+/g9a/WIbZ3JTslkUFDh1NaavxKI7lUwsx+utEPy49kGX37lxLm6YC3k5wmlYa4nCqT7gv+vNgXKRpRtbPqCj2V9c00Nutem6+L6T03+pBiJ19nkw4/1Gi0hpDU7IGhRhnvciW2JRSy8rguJPvxtFiTFlbs/Ku3ZlgHtswfQs9gwVtzs9hIxMy5LYJtC4bQM9iVGqWKR5Zb7rx9swji5h/Yer6Quxbt4MxXL9BcloO3rx/HjxymX79+ljatTeHmIOPHR/oyq38IWi18sD2ZBWvizVbhcymv3j+Gu1/9ComDG8kXEhgxYgQlJcavELivXzASsYhT2ZUmDcddmndz3MTJ0gCejnJsJCI0WiiuaftJh1dC77XxcpKbpVGhuUJSh9LKyCyrw0ku5e4eASbZR2VdE69uSADgyWHhDIk0TeVXY7OaZ9fF89gl3ppfnxrIS3cI3hpj0cHLkTWPD2Bmv2DDefvplWeou8JEdGtEEDdXQKPR8uH2ZJ5Ydpisla/SXJKBl5c3B/btpVMn83fVbA/YSMS8Oakrb03qilQs4vezBUz96ihFZk5MFYlELJ4zkQ4Pvo/E0Z2EhARGjhxJVVWVUffj42zL7S2VGSuPZxt123+lXwddKMMceTdiscjgzWivoSm9uPE3UzLx8RbPjf5zNBX64/DeXoE4mCi59s0tFyirbSLKx5Fnbo80yT4Ujc08+P0J1p+53FvTQ/DWGB2ZVMz/7u7GO/d0w0YiYmtCEfcsOUJ2uWXafNwIgrj5C4rGZh778RSf7Uik5Nc3aSpIxs3NjV27dhIdHW1p89o89/cPYcUj/XCzt+FcXjUTvzhE/CXT0c2Bj7Mt/5l1Oz4z3kHaInAmTZpEY6NxhZZ+bs76M/kmXe3oV/xncsyTd+Pvorvo57d3cWOGkFRpjZK0klrDzDlTUVTdyK6LOg/lfS0hU2OzP6WU9WfyEYng3XtjTOL1KqtVMuPrYxzPrMBJLmXlo/0Fb40ZmNE3mDWP98fLSU5ycQ0TvzjMATPOtbsZBHFzCVX1TUz/6hi7LhZRueUjlDnncHJyYvv27cTEmLad/q3EgHAPNs4ZTLSPEyU1SqZ9ddTszaPu6xvMwJ5d8ZryOjZ2Duzfv58HHngAjcZ4eSQDwz0I9bCnVqli87kCo233r3TwdMDTUZd3c9YMQlHv0Sg0k9fN3GF+fZm7n4vpPTcns3Rem2gfJ5POP1t3Khe1RkvfMHeiTNCRt7FZzasbzgPw0MAwk+S8lNcqmf71MRILFHg6ylj9eH8GmKF0XkBHrxB3Ns8bTGyQK9UNzcxedoJNZ013XmstQuF/C9X1zdz/3XEuFCpoOraK2uQjyGQyNm3aRJ8+fSxtXrsj2MOeX58eyLxVZ9ibXMrjP57mi/t6MLqLr1n2LxaLePvubozJrsTtrpep+PV1fv75Z/z8/Pjkk0+MkmwpFouY2ieI97clsyGugGl9TLNiFolE9Al1Y2tCEfG5VfQzce6GvsNsscLMIUUz7afIIG5M77mJy9E1X+wdarqQilarZUNcPgDTegeZZB/LDmcZugA/PybK6Nuvbmhm1ncnSCupxdfZllWP9bP4bDOVWkNeZQOZ5XVkl9WR1TLENru8DqVKg6ejHE9HGV5Ocjwd5Yaf+t+9HOU420lNlthtCnycbVn7RH9e+vU86+PyWbg2HrlUbLbz9o0giBt0oagHvj9OQr4CUvdTdGANAN999x3Dhg2zsHXtF0e5lK9m9Wbh2jj+OF/E0yvP8On0HoyP8TPL/iN9nLinZyC/aKHv7Nc48s1/+Oyzz4iMjGTu3LlG2cfE7v68vy2ZY5nlFFU3mqz6pnuQK1sTijibV2WS7V+Kt5NuknCJon0mFJfU6MSNt7PpJybrQ7KxQaYTN+fzq8koq8PWRsyYrsa/CJXVKlm8VzeE819jo40+N6pOqWL2shNcKNR5bFaaUdhotVpyKxrIKKslu0W8ZJXXkVVWR15lAyrN1d2K1+PZlEnEBgHUI9iNu3sEEBPoYtWCRy6V8MGU7miB3+Lymbsqjq8f6MVwMzRpvBFueXFT05KcdjavGpvSZLI3fwrAyy+/zP33329h69o/MqmYz6b3QC49x29x+cxbfQaVJpa7Yk1TzfFXFoyMZGN8PvnuPXn636+z5L3XeeaZZ+jRoweDBg1q9fYD3ezpE+rGyaxKfj+bz+NDTdPMrHugKwBnc03XfVmP/qKvFwHtDb1oM/VsOJVaw/l83ecVG+Rqsv1siNOFDm7v7GuSLr0f70yhVqkiJtCFu7ob93vb2Kzm0eWniMupwsXOhp8e7WfSWVh66ptUrD+Tzw9Hskgrqb3q8+RSMaEeDoR62hPq6UCYhwMhHg7YyySU1SoprVFSVqukrLaJ0holpbVKw/01jSqa1BoKqhspqG7kbF41PxzJooOnA5N6BDApNoBgD/MNbr0RJGIRH0yOoUmlYcv5Qp5YcZpls/sw0IS9k26UW1rc1CpVzF52kricKhzUCop/f5fmpibuvfde3nzzTUubd8sglYj5cEp3ZBIxa0/l8vzPZwl0szdLZ9Egd3tm9gvhhyNZ5AWOZNq0i6xdu5bJkydz5swZ/Pxa70W6KzaAk1mVbIwvMJm46RbogkikS/ItqWk06YVZH5Yqaael4PrX5WNiz01KcS2NzRqc5FI6mGgenVqjZVNLvtekWH+jbz+luIbVLWNGXh3f2ajN+vTTxI9mlOMol/Ljw33p6Gva2VR5lfWsOJrNmpO5VDc0AzrvSqinfYuIcTCImTBPB3ycbG/6NTc2qymv04me/MoGtiUWsfNCERlldSzamcKinSn0DHbl7h4BjI/xx93BdDlZN4NUIuaT6bEoVRp2XSzmkeWn+PGRvvQxcSPK6+WWFTf1TSoeXnaS09mVOMlEOOxZyoWyUmJiYli+fDlisZBrbU4kYhHv3NONGmVzS4jqNJvmDTbLZPWnbwtn7clczuZV8+lz/yMhIYHExESmTJnCnj17kMlad1IZ182P139PJLFAQVpJjUnm+TjKpUR6O5JSXMu53GpGdTbd+3ZpWEqr1Vq1C/1GqVOqqG2pbDP1AEt9SComyMVkHXyPpJdRWqPEzd6GoSaYNv72HxfRaGFsF1/6GrHaS6XWsGBNHPuSS7G1EfP97D50N5F3S6vVcjKrkmWHM9meWIQ+0hTsbs+DA0OZ0jsQZ1vjN1e0tZEQ4GpHgKsdsUGujI/xo1apYntCERvi8zmcVsaZnCrO5FTxxqYLDI/24q7YAG7v7GM11WE2EjGLZ/bgsR9PcyCllIeWneSnR/uZ1BN5vdySV3ClSufqPJGlKycc1niE44cP4ODgwLp163BwuLWmelsLYrGI9yd3J9LbkWKFkjkrz9CkMn0XXG8nW8M8qCWH8vnl1/U4Oztz+PBhXn755VZv391BxrCWC8vGeNNVFxhCUybOu9ELzoZmtUEItBf0Xht7mcTkgxbPGvJtXE22D31Ialw3P2wkxj3d708pZV9yKTYSES/e0dFo29VotPzrl3NsTShCJhHzzQO9jSqc9ChVan45nceEzw8x9aujbE3QCZuB4R5880Bv9j4/nEcGh5lE2FwNR7mUe3sFsuKRfhx7aSSvju9E1wBnVBotuy6WMG91HL3f2sXzP5/lcFqZVXQMlkslfHV/L/p3cKdWqeKB746TWGD68Pi1uOXEjUaj5fmfz3EkvRwHmYSFMRq+/OgdABYvXiz0srEwuiTjXjjJpZzMquR/Wy6YZb9PDA3HyVZKcnENSfUO/PjjjwAsWrSIffv2tXr7E1tCAhvjC0x2QtKvbE3dN8hOJsGp5cJf3M6SivUVYD4m9trAnyJUL0qNTWOzmu2Jutlmk4zckVil1hi+mw8OCCXUSGE1rVbLaxsTWB+Xj0QsYvHMnkbvclxS08iinSkMencPz/98lsQCBXKpmOl9gti2cAirHuvP7Z19kJhwHtb14O1sy6NDOrB53hB2PjOUObeFE+BqR61SxS+n85j57XEmLz3K+TzLCwk7mYTvHuxDrxA3FI26dA9LD9y85cTNBzuS2XS2AKlYxEeTonjjmSfQaDTMmjWLBx980NLmCaBr+/3J9FgAlh/N5tfTeSbfp4u9DU+2TC5etDOFcRPu5NFHH0Wr1TJ79mwUCkWrtn97Zx/sZRJyKuo5Y6IZUHoPwNncKpOv6LzaaVKx3nPj5WTafJs6pYqUYt1YDlN5bnZdLKZWqSLA1Y5eRu47s+5UHinFtbja2zBvhPE6Eb+7LYmVx3MQiXRzqW7v7GO0bRcrGnl2XTyD3t3DZ7tTKattwtfZlhfGRHP0pZG8e2+MyXN6bpZIHydeGNORg/+6jZ+fHMB9/YKxl0k4nV3JxMWHeGn9eYuPRXCQS1n2UB86+jpRWqPkwWUnDHlLluCWEjcHUkr5cl86AO9PjmHD1++Tm5tLeHg4ixcvtrB1ApcyspMPC0bqTpr//T3R0DXWlDw0KBRPRxk5FfX8cb6QRYsWERYWRnZ2Ns8880yrtm0vkzK65US9I9E0k8KjfZ2QScQoGlXkVpj2/dLn3ZSaIalYi/lc7yUtnhtTi5uLhQo0WvB1tjVZbo9+Iv3EWH+j5vSoNVqW7NOVfs8fEWm0YZ/rz+Tx1f4MAN67J4aJ3Y2XAH0so5zxnx1i/Zl8mtVaega78vmMHhz8923MuS3C6pJ1r4ZYLKJPqDtv392NPc8NZ1KsP1otrD6Rw51fHOJCQesWYa3F2daGZQ/1wc/FlozSOl7dkGCx0NktI24q65p4/uezADwwIASPmnS++uorQNfPxsnJ+EmeAq1j/shIega7UqtU8fJv503+JbGXSXlgQCgA3x3KxNHRkeXLlyMSifj+++/ZtGlTq7Y/smXW1F4TdWO2kYgJ99aVySYVmfYk5+Ggu/hX1DWZdD+XYo68Zf3r8TTxxS6pZZhqRz/TnHdUao2hPf6oTsbzfoBOnOdVNuDuIDPaKIeE/GpeWq/rcDx/RART+xin2aBWq+WbAxnM/PY4ZbVKOvo6sWHOINY/PYg7u/sbPQ/JnPi62PLJ9B6seqwfPs5yMkrrmLTkMCuOZlk0F8fPxY7FM3siEYvYdLaADfH5FrHD7J9saGgoHTt2JDY2ltjYWNauXQtASUkJY8eOJTIykq5du3Lo0CGj7VOr1fLKhvOUtEyPXTg8lMceewyAxx9/XGjUZ6VIWhKMZVIx+5J1c2tMzcx+wcikYs7lVXM6u5IhQ4bw3HPPATB37lzq6m5+YNyQSE/EIl0JsKnmMnX01V0s9SEPU6Ff6ZpT3JgD/evxcDSt50Y/KT7a1zTiJi63CkWjCld7G6OHvb47lAnovivGqNqpb1IxZ9UZlCoNw6O9WDDKOB2Oa5W67f7vj4uoNVru7hHAb08PsopKHmMyMNyTrQuGMqKjN00qDa9tTOTJn05TXW+5kFDPYDeD5/21DYkWyb+xiGz95ZdfiI+PJz4+nmnTpgHw4osv0r9/f1JTU1m2bBkzZ85EpTJODHH9mXz+OF+EVCzi0+k9+PC9t0lNTcXPz4/333/fKPsQMA0R3o4sHKX7kryxKdEQNjAVHo5y7m5pIKg/ib/xxhuEhISQk5PD22+/fdPbdrWXGWbumGqWlv5iqfcMmAq9uClvZ+JG/3pMHabQi5uOJhI3e5N0x9ewKC+jJsbG51ZxKrsSG4mIWS2DYVvLe1uTyC6vx9/Flk+mxRrF3rSSGu764hB/nC/CRiLizbu6sGhqd+xk1lFCbWzcHWR892BvXpvQGRuJiO2JxYz77CCnsyssZtPTw8PpHeJGrVLFwrXxqNSmr3y9FKvxya1bt445c+YA0KdPH3x8fIzivcmtqOe/vycC8MztUcjrS/jggw8AWLJkCS4uLq3eh4BpeXxIB7oFuKBoVPGKGWK4Dw8OA2B7YhG5FfXY29vz8ccfA/Dhhx+Smpp609u+raOuRfneJNNM1I1uGYqYbGJx4+HY4rmpbV/ixuC5MaG40Wq1hrBhtI9pElj3JuuOr9uM3BJfL/jv7O5vlFyhI2llLD+aDcB7k2OMMjx087kCJn5xmPTSOnydbVn7xABmDQhtV/2YroRIJOKRwWH8+tRAQjzsya9qYOpXx1i8Nw3NP4yJMBVSiZiPp8XiJJdyOruSxXvTzbp/i4ibmTNn0q1bNx599FFKS0spLy9Ho9Hg5fVnyV9oaCg5OTlX/H+lUolCobjsdiXUGi3PrTtLrVJF7xA3nhwWzosvvohKpeKOO+5g0qRJpnh5AkZGKhHzwZQYbCQidl4oZvO5QpPuL9rXiSGRnmi0sPxIFgCTJk1i7NixNDU1MW/evJsWWMOjdcf44bQylCq1sUw2oPfcZJbVmWT7eoSw1M1TpGhE0ahCIhYR7m38nlpF1Y1cLFQgEmHUxn0FVQ38cV733XukZQHQGmoam3nhl3MA3NcvuNUl381qDf+36QJzV8VR36RmYLgHm+cPNsmEcmsmJtCVzfMGM7G7P2qNlg+2J/PA9ycsUtkY5G7Pm5O6AvDZnlTOtAyKNQdmFzcHDhzg7NmznDlzBg8PD0P59V9V9T9dPN555x1cXFwMt6CgKyeffX0ggxNZFTjIJHw8LZYjhw+xfv16xGKxwXsj0Dbo6OvMnNsiAF31VHmtaat0Hh6kO3mvPZlLrVKFSCTis88+QyaTsX37dv7444+b2m5nP2e8neQ0NKs5kWl8l7Gfiy1OtlJUGi0ZpTefH3Qt/gxLta8+N/rjypRhKb1XLczTAbnU+GESfcgzNsjVqK9j+ZEs1BotAzp40MW/9R7vt/+4SH5VA4Fudrw8rlOrtlWiaOS+b47x/WGdZ+mp4eH8+HBfPE2cOwU6UZVbUc+xjHJ+PZ3HZ7tTWbo/nWMZ5dQ3WaY828nWhk+nx/L+5BjsbCQcSitj3KcH2Z9iGo/xPzGpRwB3xeqE1sI18WZr/Gn28QvBwbrsehsbGxYuXEhUVBQeHh4AlJaWGrw32dnZhuf+lZdeeolnn33W8LdCofibwEnIr2bRzmQA/juxCwGuttzbkhj66KOP0qVLF+O+MAGT8/TwCLYlFJFUVMN/f0/ki/t6mmxfw6K86ODlQEZpHT+fyuWhQWFERkYyf/58PvzwQ1577TXuuOOOGx7TIRKJGB7txbpTeexNKjV6gzKRSES0jxOnsitJKa6hk59pwh6WqJYyNc1qDYpG3YnXlGEpUycT66vxjBmSqlOqWNUyQ8oYXpt9ySWsPpELwAeTu7eqG/SJzArmrDpDaY0SJ7mUD6d2Z0wX400/r6xrorimkaLqRvKrGsivbKCgqsHwe5GikatFfSRiEZ38nOgR5EbPEFd6BbsT5G5nlhCZSCRiau8gega7MndVHElFNcxedoI37+rK/UbKl7pe3pzUlVNZleRU1PP674l8OKW7yfdpVs9NXV0dVVVVhr9Xr15Njx49AJgyZYqh18zJkycpKipi8ODBV9yOXC7H2dn5stulaDRa/v3rOZrVWsZ08WFKr0B+/vlnTp48iYODA2+88YZpXqCASZFJxXwwuTsSsYjN5wpNugoRi0U81OK9+fFotsGT+O9//xtHR0fi4uL47bffbmrb+ovO/pS2m1Ss9whUNTSbPFHQXFWtlS1CTSwCFzvTtdxPbqlk6+hjfHHTrNZwKLUMMK642RCfT02jijBPB0Z0bN12G5vVvPJbAgCzB4YyINzjpre1LaGQ+745RmmNkmgfJ36fN9gowkar1bInqZh7lhymx5s7GfvJQWYvO8krvyWwZF86G+ILOJlVSUG1TtjIJGJCPewZFOHB1N6BjOvmi6+zLWqNloR8BSuOZfPM2rMM/WAvff63mydWnOKbAxmczq40afgYIMJbV/4+rXcQWi28uiGBX8zQGPVSnG1t+GR6LGIR/HI6z2QFFZdiVs9NcXEx9957L2q1Gq1WS4cOHQxt7t977z1mzZpFZGQkMpmMFStWIJXenHk7LhSTWKDAUS7l7bu7odVqeeuttwB4/vnn8fU1nqoXMC/dAl14cEAo3x/O5IPtSQyN9DTZKujengG8veUimWV1nM2rJjbIFU9PT5555hnefPNN/vOf/zBp0iQkkhsLLehP5umldVTUNRk9BBLupet1k1VmurCUa0vjNq0WahpVuLWRJmj/RFVLN1VXe5nJBlmCLh8KMPQkMiZJhTXUNalxspXSxd94Xjv9TLQZfYNa/d6sOp5DflUDvs62/GvszY+72XyugAVr4lFrtIzr5suHU7pjL2vdJU2j0bI9sYgv9qaReElDPDd7G7ydbAlw0w26vPRnoKsdno7yK74vBVUNnMmp5Ex2FWdyKkksqKasVsn2xGK2JxYDukVbTIALk3sFMrV369/fK2FrI+Hde7vhbCflm4OZvLT+HCEe9mad4N0n1J3ZA8P4/nAmH+9KZViUl0k9WGYVNx06dCAuLu6Kj/n4+LBjx45W70Oj0fLpbl01y+yBoXg4yvn9999JSEjAycmJBQsWtHofApZlzm3hrD2ZQ0K+gm0JRdzRzc8k+7GXSRndxYeN8QVsjM839Md49tln+eKLL7hw4QKrV6/m/vvvv6HtutrLCPdyIL20jricSkNzP2MR4mEPQHa56XpL2EjEOMgk1DWpqW5obhfiRt8q3pReG4Ccls8l2N3e6NvWJ2z2DHYz2kWyWNHIySxdftiEmNZ1Da5Tqv7sbjwy8qbFyJH0MoOwuadHAB9M6d6qEnKVWsOmcwUs3ptOWkktoBueen//EB4dHHbTlWH+rnb4u9oZ3rfGZjXn83U9tPS3iromTmVXciq7kl9O5/H2Pd2IMoFXTyQS8dIdncirbGBrQhFPrDjNxjmDCDLBcXg1nhoezqoT2ZzNrWJfSqnRq/kuxWpKwY3FzovFXCzUeW0eGRyGVqs19CZ5+umncXO7tTLn2yMejnIeGdIBgI92pqA2YZmjvgX8prOFhv24urry/PPPA/Duu+/eVOWUvoLDFNUDenGTU1Fv0rJ55xYRoGi0XLMwY6JveuZsQnFT09hs6KWj/5yMyels3fHUK8R457kt5wrRanXb9He1a9W2fjiSRVltEyEe9kzpHXhT2yioamDeqjjUGi0Tu/u3Stg0qTSsOZHDiI/288zas6SV1OJkK2X+iAgO/3sEL4/rZNTxGLY2EvqEuvPksHC+eaA3p18dxd7nh/PiHR2xl0k4lV3J+M8O8uH2ZBqbjR+uEotFfDS1O10DnKmoa+KR5SepMeP318tJbuiP9OmuVJOen9qVuNFqtXy6S+e1eXBgCG4OMvbt28fx48extbVt9XwgAevh0SFhuNrbkFZSy4Y403UuHhLphau9DWW1So6mlxvunzNnDo6OjiQmJrJ79+4b3q7+4qO/GBmTQDd7RCJdh1ZTNtnTezgsORzPmOhfh7Ot6Rzaem+ap6MMJ1vjiyhTiJvN53QhqQkxrfOQVtc3s3S/rtfJM6Oibmr0gVKl5qmVZyiva6KznzPv3RtzU8KmsVnN8iNZDPtgLy+uP09ORT3uDjJeGBPN4RdH8OzoaLN4I0UiEWGeDjw5LJxdzw5jVCcfmtVavtibxthPDnA4rczo+7SXSfn2gT54O8lJKa5l/uo4ky4Q/8rjQ8OxtRETn1tl2rxJk23ZAuxOKuFCoQIHmYRHB+tW9voOxI888gg+PsZ1/1sDuRX1rD+Txy+n8zifV01Dk2mT06wFZ1sbnmqZ4v3xrhSaVKZJapVJxYxrCXttvGRGiouLCw899BAAn3zyyQ1vt2fLxedsbrXRE3JtbST4taw2TRmacm6n4saUYalsE4ak9NU8YhF0N9KIgfyqBs7kVCESYfge3CxfH0ynplFFtI8Td97kUMw3Nl3gbG4VLnY2fDWr1w13HK5VqvhqfzqD39vLf39PpLC6EW8nOa+O78ShliGaziYQndeDv6sd3zzQi6X398THWU5WeT0zvz3Os2vjjd76wtfFlm8f7I2tjZi9yaW8/cdFo27/n7jUe/OJCb03Zi8FNyX6id+zB4Xi5iAjMzOTbdu2AbQLr41WqyW3ooFjGeUcyyzneEbF32YUiUS6E2ektxPRvo5E+TgR5eNEBy/T9NSwJA8MCOW7Q5nkVTaw9lSu0drB/5W7uvuz6ngO2xKK+N/d3ZBJdWuCefPm8cUXX7BlyxZSUlKIirr+mTgRXo442UqpaVSRVFRD1wDjdsoO8XCgoLqRnIo6o67iL6W9em5MKW6yynXJxKEexm/epw9xdvR1blVp9aVsPqvz2vQNdcenFeGZ0hol3x/KAuC50VE35W1ZdzKXVcdzEIng0+mxN5wrsvtiMc/9fJaqlvBjgKsdTw0PZ3KvQKPMyDIGIpGIsV39GBjhyUfbk/nxWDbr4/LZm1zCy+M6MblXoNGScGMCXfloSixzVp3hu0OZRHg7MqOvcQahXovHh4az4lg28blVHDKBdwrambhJLqrBycnJ4LX55ptvABg9ejTh4eGWNO2m0Gq1ZJfXczyznGMZFRzPKKeg+vIuk1KxiJhAF2RSMSnFtVTUNZFdXk92eT27LhYbnicRiwj1sCfa14lIbyc6+joxJMrLaCdBS2Ank/D08HBe33SBZYcymdk32CSVBn1C3fFyklNao+RYRrmh62tkZCQTJkxg06ZNfPrpp4ZWBteDWCyiR7AbB1JKOZNTaQJxY8/RjHKyykzouWlZ4SoaLNOozNiYQ9zok4lDTCBuTBOS0nUknnCTnhY9S/al0dCspnuQK7d3vnEP+rm8Kl7dqCsff3ZUFMNvMBF15fFsXtuQgEara5749PBwJvUIsNqp4M62NrxxV1cm9QjgpfXnSSqq4YVfzvHrmTz+d3c3Q0Vkaxkf40d6aRSLdqbw2oYEQjzsGRjuaZRt/xNeTnLu7xfCt4cyWWKisQxt98p2FR4cqPPaNDc38/333wO6yd9thWa1hkNpZWw9X8iBlDKK/jIo0kYionugK/07eNCvgzu9Qtwuqzgoq1WSUlxDSlENycW1pBbXkFxcQ02jivTSOtJL64AiQHeAvX9vjGHeUVtkSu8gPtqRQkZZHQfTyhhmxHbzesRiEaM6ebP6RC47LxRf1tJ+wYIFbNq0iZUrV/LRRx9ha3v9q9teLeLmdHYlDwwINarN+otnjgmn8bY3z43CjJ4bUyYT9wxxNcr2ssvrOJ9fjVgEd3S9+fYZBVUNrDymawD4wujoG/Y8VNc389RPZ2hSaRjVycfQqfx6+XRXKh/vSgFgSq9A3r6nm9WKmr/SI9iNTfMG892hTD7ZlcKxjAru+OQgL97R0TADr7XMGxFBemktG+MLeOqnM2yeN9gsFVSPD+vAT8ezOZ9fbZLttytxY2sj5tGWKprff/+d4uJifHx8mDhxooUtuz5KFI08svzUZR+2TCImNsiVfh3c6d/Bg57Bbv8YZ/Z0lOPpKL9MfWu1WooVSpKLa3Rip6iGI+nl5Fc18PDykzwzKoq5t0WYtLeHqXCQS7mnZwDLj2azMS7fJOIGYGRHH1afyP1bgt9tt91GcHAwOTk5bNq0iSlTplz3NmODXQFM8uUOctdVteRVmjLnRnf6aC/VUvruxKaslsqr1IWRjX3xUGu0XCjU9WWJDTKO52b3RV2jtf4dPFo1xmDtyVya1Br6hrkzKOLGG/Z9sTeV/KoGQj3sWTSt+w2dp1YcyzYImwUjI1k4KvKGxVWzWkNVfTNV9U1U1jdTUddk+F33s4mKuj9/r6pvxtNRzpTegdzbM7DVick2EjFPDgtnfDc/XtmQwIGUUv5v8wWKaxp5cWzHVoepRCIR790bQ3Z5PfG5VXy4I5lPp/do1TavB28nW+7rG8K3exJNsv12JW5u7+xjaIim99o8/PDD2NhYJkHsRkgrqeHB70+SX9WAs62Uu2IDGNPFl96hbq2OB4tEInxdbPF1sTVc/JUqNW9uvsBPx3JYtDOF8/nVLJra3SQVHKZmQnd/lh/NZtfFYprVGpOsynqH6i4YGWWXN94Ti8XMnDmTd955hxUrVtyQuNFP8M4ur0epUhs1J8q3JT/ir54/Y6IPadabaVaMCNOK77qW1+FgolCtRqM1DC/0dTFeeTHoPHRNKg22NmKjJSsfaakObM2IEK1Wy4aWRPz7+gbf8IU4t6Ke5Ud0U8Nfn9jlhpJ9d14o5r8toaxnRkWxYFTkDe27sLqBNzdfYFtC0VXHK1yN8rom3tpykfe3JXNHN1/u6xtM3zD3VgmRIHd7lj/Uh68OZPDu1iS+2p8BwEt3tG4uF+iKEP53d1fGf3aI388W8PTwCJONB7mUaX2CBHFzPTwzSpfQWVlZyc6dOwGYNWuWJU26Lk5kVvDYj6eobmgmzNOBHx7qY5KY/KXIpRLemtSNmABXXt2QwM4Lxdy1+DBfz+pNhAk6p5qSnsFueDrKKKtt4lhGudHnNYGu8V6EtyNpJbV/a7w3a9Ys3nnnHbZu3XrZfLRr4eMsx0kupUapIqus3qgnE33yZ7FCiVarNUknUH04tFbZPir06lqGHDrKTZNcWlnfRLNad5X0djLuQMfUlpEO4V6OrWpmp0el1nA8Qydubsbboic+t4rs8nrsbCQ3lWvz0Y5kmtQaBkV43JBXNj63inmrz6DRwrTeQcwfef2hLJVaww9Hsvh4Zwp1LdWnIpEuD8bdQYarvQ1u9n/+dLO3wdVeZnjM1U5GXG4lq47nkFigaGkCWkC4lwMz+ga3ypsjEol4clg4LnY2vLT+PF/tzyDE3YH7+rU+EbiLvwvju/mx5XwhH+9MYemsXq3e5rWI9nWiZ7AruSbYdrsSN/pmS5s2baK5uZkuXbrQqVPrVa0p2XKukGfWxtOk1tAj2JXvHuxj0onEf2VqnyCifJ146qfTZJTWMWnxYT4y8uA5UyMRi7i9sy5stD2xyCTiBqBnsCtpJbWczr5c3HTq1IlevXpx+vRp1qxZw7x5865reyKRiAgfR+JyqkgtqTGquPF21l08m1QaqhuacbU3/jHl0CICLDX52NjoPTetbeF/NfReNE9HmdG9i6ktXXWN1dk2oUBBjVKFs620VRPA9T2oxnTxuWGPWEJ+NRtaxj68dEen6xboWWV1PPLDSRqbNQyP9uKtu7te9//G5VTy8m8JXGwJ8fUKceONiV3o5Od8Q6Kxs78zM/uFcC6vitUnctgYX0B6aZ3Om7M9mXFdfZnRCm/OjL7BFCsa+WRXKq9tTCDQze6yXMCb5ZnbI9maUMi2xCLO51XTLdC4hQ5XYvnDfXF99trPu1HaRlbVDfLLL78AMHnyZAtbcnW0Wi3fHsxgzqozNKk1jO7sw6pH+5tV2OiJDXJl07zB9Atzp1ap4okVp/loR7JZGzu1ltEtYmxHYjEaE9n9T433Zs6cCXDDwzQjW7xkqcW1rbTucuRSCW4t859MFZrSh6XqzBSWMjV1LR4oU1UQlih0vUpaU1J9NfSeG2N5XY+k63LL+nfwuGlPULNaw6aWaqtJPQJu6H+1Wq2h98rdPQKuu5qwvFbJ7GUnKK9romuAM4vv63ldQrK6oZlXN5znni+PcLFQgYudDe/e042fnxhA1wCXm34PYgJdeeeeGI6/PJL/3d2VLv7ONKk0bIgvYNrXxxi1aD/fHswwDG29ERaMjOTuHgGoNVrmrDxjmDbfGiK8nZgUq/usPtqZ3OrtXQ+mmi/V7sSNQqFg+/btADeU/2BO1Botb2y6wFtbdF/eBweE8OX9N96Qyph4Osr56dF+PDQoFIDP96TxyPKThpb01s7AcA8c5VJKapTE51WZZB96cXM2r4rmvzTeu/POOwE4ePAg1dXXnyCsX2mnlhh/gveloSlToPdw1LWTxpH6sJSpcm70ItMk4sbInpsjabqQ1MBWTOw+lFpGRV0Tno4yBkfcWHnxvpRSjqSXI5OIeW709fWPamhS88jyU2SV1xPoZsf3s/tc87PUarVsiMtn5Ef7+OlYDlot3NszkD3PDWO6EVtLONnaMLNfCJvnDeb3uYOY3icIe5nE4M3p985u3tl68YYaeopEIt69txt9w9ypUap4+IeThpyu1rBgVCQSsYh9yaWcapkp1hZpd+Jm69atNDU1ER0dTefOnS1tzt9obFYzZ+UZfjiSBcDL4zry+sQuRomTtxYbiZj/3tmFj6d1x9ZGzL7kUiYuPmSUFYGpkUslhpL27YlFJtlHB09HXOxsaGzWGNzWeiIiIoiKikKlUhnyva6HCBN5buAScVMteG6uhVar/TOh2ESLjGITiRu1RmsY9hhpBM+NUqU2DMocdIOi5FJ+awlJTYjxR3oDYTi1Rsu7fyQBuoasgW7XTpBWa7TMXxNHfEv34h8e6ou30z+/zxmltdz/3XEWro2nrLaJcC8HVj/Wn4+mdsejFdVh/4RIJCIm0JV37/27N+er/Rk89MONLSjlUglf3d+LME8H8qsaeGz5qVZ3qQ/xcGBqy9yvj3aktGpblqTdiRv9nJ/x48ebdJz6zVBZ18TMb4+zLbEImUTMZzN68PjQcKuz8+4egfz61EAC3ezILq9n0uLDhvky1syYLro8mB2JxSZp6a1rvOcKXDk0NWHCBAC2bNly3duMbFlpZ5bV/c0b1Fp8WvJuik0UlrJvybmpbQfiprFZY6iIMZXn5k9xY9wLZ15lPUqVBrlUbJQS87icKpQqDZ6O8psOc9UqVey4oFtk3GhI6tczeSQX1+BiZ8Oc4ddOBNZqtbz+eyI7LxQjk4r59sF/LopQqtR8vDOFsZ8c5HBaOXKpmBfGRLN1wVAGtMJTdaNc6s1ZfF9P7GwkHEwtY9KSwwaxej24OchYNrsPbvY2nM2rZuHauFaH5ueOiEQmEXM0o5wjJuogbGraVUIx/CluRowYYWFLLqdJpeGhH04Sn1uFs62Urx/oTf8O5vsi3Shd/F3YNHcw81bHcSitjLmr4tBquemZMOZgeLQ3MqmYzDJds0JTVH31CnZjX3IpcTlVPDTo8sfGjx/PokWL+OOPP9BoNIjF1147+LvY4iCTUNekJru8jghvE1RMGcFVfSUu9dyYqiLLXNRdkhRtZ6JW/MUmyrnRXwg7GKlS6ljGnyGpm/1M9ySV0NisIczTge43kJSq1Wr5bLdu+PHc2yJwsb926ff2xCJWHMvWjWWYFkufUPerPre6vplHfzzJySzd4mRYlBdv3tWV4Ks0VaxTqjiWUU51QzN1ShU1ShW1jarLf2/S/axR6u6vbVQR6unA/93V9bq6RYtEIsbH+BHqac/jP54ms6yO6V8f44/5g697InmopwNfP9Cbmd8cZ3tiMSuPZzOrFY1BA1ztuK9fMD8cyWLxvjQGtsKDZynalbjJzs4mIyMDiUTC0KFDLW3OZby7NckgbH55aqDRYuOmxM1BxvKH+/Lf3xP46VgOz/98lghvRzr5OVvatCviKJfSI8iV45kVnMmpNIm40b/29NK/r6wGDx6Mg4MDJSUlXLx4kS5dulxzeyKRiEA3e5KLayioajSquNEnp1eaKG/KtqUvj0YLKo0WG0nbFTeNzTpXvq2N2GTNLCvrdUmjxi4aKGiZLxfc0rixtehDrq0ZvnkyUxfWui3a+4YE0rm8avIqG7CXSZg14Nqz4jQaLZ/s0omhJ4eFc8c/DPcsUTQy89vjpJbU4mQr5d17YhjXzfeq9iXkV/PkT6cNjRdvhMQCBVOWHuGxIR145vao6+pV1sXfhY1zBzHzm+MkF9cwZ9UZVj3W/7or6/qEuvPiHR35v80X+HJfOtP6BBvm4N0MjwwO44cjWRxNL6dY0WiSXDFT0q7CUgcPHgSgb9++ODlZj3jYllDI94czAfhoamybEDZ6JGIRb0zsyrAoL5QqjdXHYGNbTsjnTJRUHOal6z+UWVb3t9CXTCajb9++ABw5cuS6t6lv6FZk5NwYw3gEE4kbuc2fpw+9OGirNDbrQoKmHKCo/xxcjdwBubDluPFzMY640ed/RbfiPHWzc670+XLDo72u67PYdbGYpKIaHGQSnhja4arPU6k1zF0dR2pJLb7Otvz85ADGx/hdVdisO5XLPV8eIa+yAR9nOUMiPbmjqy9TegUye2Ao80ZE8NIdHXlrUlc+nR7Ldw/2Zu3j/dk8bzA7nxnKPT0D0GjhqwMZTPj8EPG5Vdf1+j0d5Syd1QsnuZSTWZW8tzXpuv5Pz339gvFyklNQ3chvcXk39L9/Jcjdnl4hbmi0sOms9acl/JV25bnRixtrCkllldXxws/nAHhiaIebamRlaSRiEf+5szOjFu1n18ViLhQo6Oxvnd6bmEBXAM7mmmZeSZCbPRKxiPomNSU1yr+tZgYOHMjevXs5cuQIjz322HVt01TdhF3tTTv7SX7JqlCp0tB2JPvfUap04kzeipXutTAM5ryOUMuNoBfFxuh63NisNsy/ivK5Oc9nnVJFUpHO+3Ojc6704uZ6+mxptVo+35MG6GYK/lMvp8/2pHEiswIHmYRVj/Wjw1UGTzY2q3ljUyKrT+jayo3s6M2iqbE3/JktmhrLHV39ePm386SV1HLPksM8OSycBaMir9mJPMzTgQ+ndueJFaf59lAmPYLdGB9zdY/UpdjaSHh8SAf+98dFluxL596egTeUzP1XJvUI4HR2Jb/F5RtGG7UV2pXnJi4uDtBdYKyBxmY1T688Q41SRZ9QN54fE21pk26acC9Hxre4fBfvTbOwNVene5Auvn+xUGESb4JMKibITbdCziit+9vj+mPvZjw3hSby3FQ13HgPjetBJBIZ3N5KlXGToc2N3nNjzBEYl6LVaqlq0HtujBuW0h83vkYIG2SU1qHR6o4dr5vsonw2twqNVpdPdiPepLSSWtJL67CRiK5rmO++5FLO51djZyPhkX8YInkkvYzP9+hCV/+7u9tVhU1eZT1Tlh5l9YlcRCJ47vYovnmg902L0ds7+7Bj4VDuivVHo4Ul+9K58/ND1+VVHtPFlyeG6cTEv345e0MJxvf1C8bN3obs8nq2nC+8Kdv1TOjmh1QsIrFAQUqx9VfNXkq7EjcpKbqQSY8eph/6dT0s2ZvGhUIF7g4yPp9xfc2krJm5I3SVC38kFJJmgr4sxiDA1Q5PRxmqSwYJGpswzz9DU3+lf//+gO5YLCu7vioDvbgxdlWTqcNS8Keno62HpfSeG1sb03xH65rUhqaYrkb23OiPG2N4bvQXsCgfx5tOJj6To59OfnMhqQHhntecIaXVavm0JfH4/v7BVy3dLqtVsnBNPFotTO0deNXKrf0ppUz4/BDn86txs7dh+UN9mTcy8rrzr5pUGirrmsitqOdCgcLQlM/NQcan03uw9P5eeDrKSCmu5e4lR3RjJa6xIHhhdDT9O7hT16TmyZ9OX3fLBQe51CD2vtiT1qrKKTcHGcOjdUJT3226rdCuwlJarRYfHx/8/K7PhWdKahqbDb1s3ryrq9EH5VmCjr7OjO7sw44LxSzem87H02ItbdLfEIlEdA90ZXdSCWdzq+gZbJwJyZcS5unI3uRSMsv+vppyd3cnKiqKlJQUzpw5w+jRo6+5PdN5bnQeghqlCrVGa5JeSrY2EmoaVSib27bnRmliz01VSzKxTCo2al6PVqu9JOfGmOLm5oOM+kqkG8232WEISV07dH8kvZz43CrkUjGPXSXXRqPR8ty6s5TUKInwduT1iX9P8NdotHyxN42Pd6Wg1UJMoAtLZvY09NZJKtLNhtJXS+mrov5aJfVXoaIvL39oUBgSsYixXX3pG+bOfzYmsPlcIZ/vSWPnhWI+nNL9qt2XpRIxn8/oyfjPDpJWUsuL68/z2fTY6xKdDwwM5asDGaSW1LLjQhFju978NfHuHgHsuljMxvgCnh8dbbKEe2PTtl0JV6Bnz56WNgGA1SdyUDSqCPdy4I6ubWdO07WYN0I3WXdjfD5ZV/BcWAP6Ko+z15nEd6NcmlR8JfRVUhcvXryu7fk6m9Zzo9XqxLYpkBvCUoLn5p+objBNMrGiQUVDi9fMGNUsKcWt63SsUmsMycR9w65ekv1XCqsbOJtXjUjEdeUlLtmnC41P7xN01WZ9Xx/MYH9KKXKpmMX39fzbzDBdWfgpFu3UCZsZfYNZ98QAg7BZcyKHiV8c5st96aw6rpsPtTuphBOZFVwoVJBdXk95XdNlwsbWRoyLnQ1KlYa3tlxk+tdHDedJdwcZX9zXkyUze+LuICOpqIZJiw/z8c6Uq3pxvJzkLJnZE6lYxKazBSxvWTBfC2dbGx5sKQX/Ym9aq/p+jezkjZNcSn5Vg6G5Y1ugXXluwDpCUk0qDd8e1FVHPTE0vM0o3euhW6ALw6O92Jdcypf70nlvcoylTfobMS19Nc7mmSapuENLWCrjKuKmU6dO/Pbbb9ctbvQr7oq6Jhqb1UZb2cukYuxlEuqb1CYbnvlnWKpte25MnXNjqJQyckiqUKErU3aztzHKcaMfAxJ5k8nEFwtrqFWqcLKV0tH3+osOdl4oBqBnsNs1Owufy6vicFo5UrHoql6b83nVfLhdNxvpv3d2+dtQ2hJFI5OXHiWnoh65VMybk7oytXcQoPOG/ff3RH48mg3AkEhPeoW44SiX4mQrxUEu/fvvchsc5BKkEjFarZbVJ3L535YLnMyqZOynB1g0NZZxLTmL47r50TfMndc2JLA1oYhPd6eyO6mYlY/2NyxILqV3qDsvj+vE/23WjezpGeJmKJz4Jx4eHMZ3hzJJyFewL6WU26Kvncd0JWxtJNzRzZd1p/L4LS6fflbcn+1S2p3nxhpGLsTlVFJSo8TDQcZdPay36d3N8uSwcECXe2ONwzX1U4wzy+quGde+GYJbusDmX6X/hX4S/fWKGxc7G0OPmPKbGKD3TzjZ6tYvNY2m6SIsaxEDbd1zoz9OWtMX5J9QtLz/xh7KWV6rO15uNvn3UjQaLbkV9YBu1MjNoO+RExvkekNhUH0oa8R1JBJvaRnGOa6b31VHMyw7nIlKo2VsF19m9A362+NL9qWTU6GbQfXrUwMNwgZ05ds/Hs1GLIIXxkSz/KG+LBwVxaNDOjCtTzATYvwZHu1NrxB3Ovo6E+hmj4u9jaEqSSQScV+/YLY/M5RBER40NmtYuDb+Mk+yp6POI/P5jB642duQkK8weKOuxEODQhnTxQeVRsvKYznXfI9A5ynSj1HYkVh8Xf9zNcbH6K5jR9LLW7Udc9LuxE1Y2NWz5s3FqRa3bP8OHiZbCVqS3i2rmJpGlVXOnfJ0lCFrOdEYY5DcX3FracKmVGmuOMflRsWNSCTCqSWB0thzmvSreVOJD70o05hg3IU5UbWIdKmJvKz699/Yw3H1otXpGgm410NVQ7NhBIWH4815+fIqdeLoRsdA6EM31zMb65i+QWDH/2fvvMOjqNc2fM/upvfeOyR0Qu9VKYqoKIKgIoIiir37WY96xGPBBioqIF0UURQURHoPJIQWSAjpvfdk+/fHFgIkmJBtCXtf114pm8z8ts2885bn8Wny/ga5kr+1maCHR0Rc1aNSXitjwzHNqPfCu3pe1vOyI6mQ/23TaMu8fXt3FozppM+8K5QqqhvkFFU3kFVaR0phNSezKziSVsru5CK2ncnn1xM5rDuaxYmscoI9HFk9ZxA3d/VFplAxb/VxihqVngVBYHLvQD6+pzcAKw9lXHZ/YzQBk0bUcG9KcYvLTLosy+ncihb9fXN010p/ZJfXUSdrH3YrHa4sFR4ebu4l6OuS/cMN38xqCUjEIvqFebA3pZi49FKL07wRBAFfVztyyusprGpokfFea3CyFWMjFpAr1ZTVyQiyvXzcNSZGM/JfXFxMRUUF7u7u/75NOzFltYbPsOhUhI1VNhLrD/ztO7hRqjTPj8RIKsvGaljW+XoZwg+rrFZjD6HJJF7fdW+OVi052KPlI+CqRsafzY1p66iRKjiTqyk3D4poujyyJ7mYGqmCADf7JgcKVh3OpF6upHug62Vu5ecLqnjmR43NzH2DQrl/UChf7rzAsoPp1DQo9AFwS3n3zh48MDiMT6fHMuWrQ6QW1TB/TTzr5w2+7H0wtosvfUPdSciq4Ks9F5tsfNY8Xk/sJCIKqhpILqxuUdmvpzZwSy6oblPJ29vZDi8nW0prZaQW1bSoLGZuOlTmxtbWFn9/8zbvKlVqfUPdtTxO2ju6ZsE4C20w0wvjVUoNvm1BEPT9K+VNlJGcnZ1xc9McVPLzW6Yz4WxnnMyNTkXYWKPaukyHJZYnW4NcG5yJW+AHdj00GKlhWfd+cTFAcFOiLXF5tcEeQmdVEOTe8uAmu7yOerkSW4mI8GY8nnQczyhDqVIT4ulAYDP70Jn83tYr4Kp+x3qZkpWHMwB4dNQl0+LSGilzfzhOrUzJ0Cgv3r69O4t3X+STHSlU1MkvC2wEARxtxXg62RLk7kCUjxM9glwZEO7BiM7eDNQe99/47QzLDqTjYm/Dd7P642ovISGrgjd+O3NZ5kUQBF4Yr7kgWnc0i9yKpsvd9jZivbHn3uTiaz5POoI9HPBwtEGuVLc5y67rw9I1nVs6HSpzExoa2iKzQmOSUlhNdYMCJ1sxXfzbs2brtRmkC27SyyzSNNFPZ2lgJEdsD0cbiqulVDSjIePv709lZSUFBQX6MtW10J2cDO2wba/viTFy5qadBzdKI5el9N5VRsrcGKKXp0wbqF9vSQou9aG1JnOjO+l29nX+VzXdo9qS1OBmsjZ1MgU7zxUBcFuvq/sdfzqeTVmtjBBPB27VTrFKFRodmdyKesK8HPnqvr6sPJTBoh0a3bRXbunCHbGBONiIsbcRYycRXfN4p1ar+XB7Ml/vuci7W5KQKVQ8NjqKxTP7MntFHD8dz6FbgCuzh11qoRjayZshkV4cTivly50X+ODupgc1RkVrhjn2JBfzqLb38VoIgkDPYHf2pRRzKreyTX5hMX4uHEkrazdifh0qcxMYaP7m3ePaTEafUI82yV5bOj2D3bCTiCipkXGxCaVec2Os8Wod+sxNXdMNwDqtpZZmbpzsNCe9GgOXpYydudGVL9p75kYXnBlDCwgaTWMZOHOjK2Maoiyla2a/XmNPhVKlv5hoTSlYF9y0xMtK51je3MTOznNF1MuVhHo66qcmG6/vu/1pAMwbEamfbHr91zMcyyjHxU7Csgf78+fpAt7bqumXe35cNPNHRRHg5oC7o62+rNMgV1JZJ6egsoH0klqS8qpIyCrnUGoJu84XMWNACE/fpJHN+N+283yx8wIjo334v1s1Fzrvbj3HwdTLRT5fmBANwM/xOc3KbOgE9Y5nlrX4QqiXtjR1uo1+e9Hai/X2Etx0qMxNS3objI2u67+j9tvosJOI6RPqzpG0MuLSy4ziwN0WLpWljJe5gUvibFftX1seLSgoaNH2nLUNoQbP3NiYpudGrmzfo+D6nhsjZ24M3XOjK0s52xsguKnRlHA9na5v8qqgqgGlSo2tWIRPM4rBTZGsPVleOa59JXUyBadzdP02TZf8dQaPtzVhivnnmQJyyuvxcrLlHu101LID6fwcn4NIgC9n9uF0biWv/XYa0EyF+rjYMuHTfdRIFTTIldRrb//WzysRCXw5ow8vTojho+3JLNJq2Tw3rjNJeVVsOpHLgnUJ/L5gOKHaUly/ME/GxPiwO7mYz3deaFIkNdzLkVBPR7LK6jiUWsL4Fnhw9dQGeafaKI2h0z5KscAhkqboUKkFXZ+DOdFlbjpyv42OgdrUcFy65Y0HGr8spcvcNF+WglYEN7rMjaF7boxsj9Dxem6MNS1lHNfxS2Wptm9XV5byvu5JKU1JKsDdvlXaXrrMTfS/BDfxmeUoVGqC3B2anMaqbpCzJ0XTizK59+VZfLVazffarM2sIeHY24jZfb6I9//UZGhen9SNBrmSF34+hVoNDw4JI8TDgVc2nSG5sJrcinpKa2XUyS4PbMQiARc7CT4udoR6OhLt50yEtxMKlZon1p8g2MOB1ydpsjWLd6ey8K/z/HdKD3oHu1FRJ+eRVccv+8w/N07Te/NbYi4XmsiQCILAqGjNlNjelJb13egyWBeKapqc7mwp0b6a1yevsoEqI4mCGpIOlbkxd3BTVN1AXmUDIkGj89DR0TXOJWRVmHchTaDL3DQ3WtlWdGWp5npuXFw0B4La2paV7Jy06qnGGwW39txcC2P33OhGwQ2to1Nr0GkprR/SdYo95ldqgpvAVphlKlVqvdL3v5WldIMazWVtDqaWIFOoiPRxuqrfMaWwhlM5ldhJRNw/OBSA1387g0qtUTm+f3Ao/d77B6VKzT39gnn65s4M/O9OAOYMi+B2bc+Ng40Ye1uRvv+mqakypUrNSxtP8UtCDi//corjr4/DRizird/P8t3+dCb28GfpA/2ZvPgAyYXVrD6cyWOjNf0zPYPdmNjdn21nC1h9JJN37uhx1fZHRfuw+kgmh9NadlHp72qPt7MtJTUyUgqrr7vvxs3RBj9XOwqrpKQV11r8Oc6iMjcXLlxg6NChREdHM3DgQJKSklr1/+YObhpkl67ODHGwsXR0jYd1bbgaMBa6jIXcSCPKtmJdxqLpoMHBQXOAb2hoWXAlMVLvilgwrg6NSLv99h3aXMJYjfG6l1Vs4O3rXldDBGW6957NdQZgcoXm/1uj5aNUqfWB8b+V1nQ2E801PNdINfeHejpe9Trq7EcC3R30Jpul2tH3BWM6IVOq9f1L79zRg8p6zei3k62YN27rSmyIOzH+LoR6OeLrYo+LffPj8mKRwEdTe2EjFmiQq6iql/Pg0HAGaFsVCiql+LvZc5fWxFNXDtQxQBu86Sw7rkTnRVcnbdlxVxAEvfJxWzO4usZ1aTswyrWo4ObRRx9l3rx5pKSk8NJLLzF37txW/b/uatmKFXNjb685ALU0uLFixYp5uDLebPyzSBCaDXhzcnLYvXs3OTk5V90nEl39f6KrdnRdy7XSQiwmuCkqKiIhIYH7778fgLvvvpv09HQyMjJavA1LG0e2cuOiVGqubAoL2yZ7bsWKFctj2bJlhIWFMXbsWMLCwli2bJm5l2TlCiwmuMnOziYwMBCJRJP2EgSB0NBQsrKu9tGQSqVUVVVddrNixZLYvn07ADt37jTzSqxYsWJIcnJymDdvHiptSVqlUvHoo482mcGxYj4sJriBqzMvzflnLFy4EDc3N/0tJORqYzQrVqxYsWLF0Fy4cEEf2OhQKpWkpjZvfGnF9FhMcBMSEkJOTg4KhaapS61Wk52dTWho6FV/++qrr1JZWam/ZWdnm3q5VqxckzvuuAPQlFetWLHScejcufNVSvhisZhOnTqZaUVWmsJightfX1/69OnDmjVrAPjll18IDw9v0gjTzs4OV1fXy27AVdG0FSvmQibTjNXqGoutWLHSMQgODubbb79FLNZMhYnFYpYuXUpwcLCZV2alMRY1r7x06VJmz57N+++/j6urKytXrmzV/1dXtw/lRCsdH92UlDW4sWLFcmiq1eFK+QVZI7VthUqNQqm6ykpn7ty5TJgwgdTUVDp16nRVYCNVKC/bl1qtpkFxZSmr6baL5toxrLQOi8ncAMTExHD48GFSUlI4fvw43bs3bf3eHBUVFcZZWAvR6TTUyTS+Ix0dnbWBqwGk3w2NTnvHzsCiaTp0onjN+YfV12sEzVoa3OjsC8Riw0786TRErhpDNRA6nZX2Pqeoe3qMpwek+ao08PZ1r6sh9Jx0ui3Xq2Gi881qjRClRCRgq91vRe21j5muWouS/GYsVdy1Wi4XCmuuChB02jY55fXkVVzuXP7e1nPYigS8tX/z1PoTuNlLcLARUy9XMvaTvfx5Op/dyUUcSSvlZHYFyQXVqBw86dZvMK7efpfZjzTIlTyyKh65Uo2LvQR3Bxv+ty2Zk9kVAIR5OZJaVM2PxzTtFFeajO5O1hh/NmdhkVVWB6DXrvk31Gq13jesrfprOtFSR1vLO+ZfieWvsBVUVrbNO6OteDrZEu7lSEZpHQlZ5Yzp4mvW9RgbnUOvJfpo6Qwz/VyNkznRGWbqPKauRDfB5+zcMs8t3QnBxcDijw1aZVx7Axs26tALvxk4KDM1YiPbSFxyZzes+JnugsoQytY6w0ydUnFr0QULudrgoSWIRAJRvs6cy68ipbBa77PUFP3DNMeZo+llqNXqqwZQhnXyxslWTG5FPSeyK+gbeum4FOHtxOBIT46klfHDoQz+79aufHxPb6Z/e4QdSYV8uvMCS2b24cEVcexJLua1386waFpvnlh/gqyyOh5fm/Cvj0UiErC3ESMA1VIFDjZivrmvLx/9ncyKgxkAvHlbN0I8HblzyUFqpAoGhnsyc1CYfhuHLpZwMLUUG7HA7GHhTe5njzb4GdbJ+1/XBJqArqJOjq1YRGe/6/cALK2R6oOkKF+n696OqbCozE1bMXdwA9Bfa0lwPLPMzCsxPjpPKZ3HlCWh85TSqXkaGp2nlHszUvU6TymdO/i/UW1AGf3GSOXG8TTSccmTqX0fSoztkaXLakgNbGCqU4w1hCeZV1uDG20GoqCyAUUrjFRjtCfc5H9xm+4d4o6tRERxtZS0JlyzHWzF3NzND4AtJ/Ovun/eyEgA1h3NoqpBTp9QDz68uxcAX++5SF5lPUsf6I+tWMRfZwrYca6Qv54ewYIxUfQP86BHkCtRPk4EuTvg6WSLo634MsE/hUpNjVRBtVSBi52EFQ8N4K+zBfrA5r07e/Dg0HCeWn+C9JJagtwd+Or+vnpLDrVazaK/UwCYMTC0SWd1tVqt95QaFeNzzedLh84ws0uAS5uMW1MKawCNArQ1c2NiysvLzb0EBoR7sDE+R+8O3lGplyn1H5rmvF7Mia5kZqzMTUXdtX148vM1B1edgea/oXd3NnRwY6LMjbE8mUyFLjgzlkeWLnNjaANTQwY3nlpbg5Ka6wtufF3ssRELyJVqCqul+kzOvxHj7wrk6Q00m8PeRkyfEHeOppdxNK2MKJ+rsxCTewWyOTGPrafzeH1S18sMPEdH+xLt50xKYQ1rj2Tx2Ogo7uwTREphNV/tucjLv5zmx3mD+XJmHx5fm8CmhFwcbcW8e0ePZgVi1Wo1UoWKBrmSBrlK4xouUxLobs/CP8+z4Xg2ggD/u6sX0waEsPDPc+xNKcbeRsTSB/rpS2GgMcI8nlmOnUTEgjFNT14lF1ZTWCXF3kbU4uPuqdwKAHoGtc2eKEUbfEa3IftjStr35dYV5OXlmXsJ+szNyewKg6egLYkTWRqH3gA3+6tqxpaArizl79p03bqt6DI3Hk5Nl6V0mZuWBjc1Wl8bFwP3L+lOpvZtuGK7FgrthKKx3LRNhY3YyGUpIxmY6spSuvdPW7iUuZH+y182jVgkEKA1zcwtb3lpSmdy+W/BDcDgSE2W+Gh606aRI6K9cbGXUFgl5VjG5dlzkUhg3kiNQeXyg+n6z8YL42MY180PmULFvFXx9AhyY9G03ggCrDmSxdyVx4nPLCcpr4r0klryK+upqJNd+mzZiHF3tMXfzZ4Ibyei/Zz5zx9JbDiejUiARdN6M21ACL+dyGXpPo0z+UdTe9OjUbChVqv5RJu1mTUkrNmLsj3JxfrnoaXZ2NPai1CdO/j1kqwPbtqHzVGHytxkZ2ejVCr1I3rmINLbCU8nW8pqZZzJraJfmOX1oxgCXb/NoAhPi7S9MHZZqqWZm5aWpWqMVJZq0JZB7KyZm2uiC87krSintAZd5sySMze6ptvrLUuBpjk2q6yO3Io6oGWZhWhtcHOxuAaZQnVN5/RBkZ6wE46klTbZd2MnETOhuz8b43P441QegyIvL5nf3juQT/5OJr+ygV9P5DJjYCgikcBn02O5++tDnC+o5pGVx9n42BAWTunJK5tOs+t8EbvOFzW5HkHQXDg42Gocw+1sRChVajJL6xCLBD6/N5bbegVyKqeCl385BcDjo6OY3Dvwsu38nVTI6dxKHG3FzB8V1ezj36sNbkZHt6wkpVKpOZ2rCW56Brm36H+a44I2uInxbx/BTYfK3CgUCrNnbwRB0De+Hc/ouH03cdrgxhL7bQAKjViWUqvV+qmBpoKbiooKamo09enWBjdGK0sZKXNzqeemfQc3xu+5aQdlKW3mpvQ6y1Jwqak4p6zlmZtAN3tc7CQoVGrSm+ilaUzfUA9sxSIKq6RkltY1+Te6wOGv0wVX9f7YSkTMHR4BwHf70vSvt5OdhO8f7I+3sy1J+VU8t+Ek0/qH8OO8wcwcFEqIpwM+Lna42Ekue6+r1Rq38rJaGbkV9aQV15JZWoeNWOCr+/pyW69AiqobmLcqHqlCxU1dfHlhfMxla1KpLvXazBkWoQ8yr6RGqtD3co6KadmwSmZZHdUNCuwkbWsmVqvV+sxaZ9/2Edx0qMwNQHp6utntGAaEe/J3UiHHMsp5dJRZl2IUZAoVCVmanqKBFthvo1KpKarWpNaNkbmplir0vRnuTUxLnT9/HtAENi11qjdWcHMpc2Oc4ObStFT7vk4yds+NTpLA0GUpJwMGN95OmpNqtVSBVKG8ruZTXRNsayamBEEzMZWYXUFacc01MwP2NmJiQ9yJyyjjaHop4d5XT+0MjfLCw9GG0loZh9NKGdH58izHvQND+WLnBdJKatmRVMDEHgH6tS99oB8zvj3KtrMFLNqRwgsTYvSlsMbIlZo+m3q5kgaZptdG93O9XElnX2eCPRxpkCt5bE0CBVUNRPk48em9sZf1AQH8fjKP5MJqXOwlPDIistnHfii1BLlSTZiXIxFNPO6mOJVTAUC3QNc2fUYLq6RUNSgQiwQifSx/Ugo6WOYGNMGNudGNRh9NL6VO1vaDjqVxMLUEqUKFl5MtURb4Ri+qlqJQqREJzWtFtIUy7ZWtg424ybr3uXPnAOjatWuLtqdWq/U9E85G6rkxlt6Proxz5QG7vSHR9ty0ZsqnNTho3yf1Bs7c6KQDqurbrqvl6iDRZ7Cut6lY13+XUXrtDMyVRGpP1uda0HczKFJzQbUjqelSkY1YxC09NQHLV7svXpWNc7aTMGtIOACvbDqtnz4C6Bfmyft39QRg8e5UXv/tdJO9kzZiES72Nvi62BPq5UiMvwu9Q9wZHOnFmBhfgj0cOZVTwe2LDxCfWY6LvYTvZvXXa/WA5sLg230XeUlbrpo/Kgq3ZqQllCo1yw9qzm2jWliSAjhwoQSAXm1sJtYFSWFejkabvDQ0HS5zc/bsWXMvgV7B7nq9mx/jspmjTYN2BNRqNUt2awzi7ogNssh+mzPaGnMnX+dmRfbaQqZWRCvEs+lG6tYGN2W1Mn3GwMvJsMFYVYPmpNdSwa/WolNzNVbwZCp065cZKbhx0Z7Uqg3Q+NsYHxfN+6W4+vqagBsjCAJhXo5cLK7lYlFNi6edGqNrkj2ZXYlcqWpxtmBQpCebTuSy81whz42Lvubf3hEbyJe7UvnnXCGpRdV0aqJMMnd4BL8m5HI4rZSv96TyxNjOl93/yMhI9l0o5lROJbNXxPHszdE8MaYTIpHA1H7BFFU38NH2ZNYcyeJ4Rjm9g91xtpfgbKe9Nfe9nQQ7GxFf77nIV3s0gZW3sy1fzuhLZKPprrTiGl74+SQJWRUAjInx0ZfLmuKTv5M5klaGg41YH5j9G3kV9fyWmAtwVY9Pa/njlKaHcGTnlgdW5qbDBTcJCf8utmRsxCKBR0ZG8tqvZ/h+fxoPDAlr92l7HUfSyjieWY6tRMSjo5pPoZqTk9qrjN7B7kbZfnqxpp+mudRwa4MbneKqt7PdNZspW4tuPBXA1UjBjU63pf0HN9ppJgPr0OjQBZcVBlYu15VdqxoU1EoVbW5Ij/Zz4WJxLSmF1YxsRYZAR2dfZ9wdbaiok3Mmt5I+oS0bqLi5qx8i4TRn86rILqsjxLN5Mb9Ovi5M6O7H9rOFfLXnIoumxV71N1E+zrxzR3de3HiKRTtSGBTpxYDwSyV0Nwcbfnp0CP/5I4n1cVks2pFCYnYFn06Lxc3RhsdHd6JrgCvP/JjI+YJqzrcgo9QUt/UK4J07euj7mZQqNSsOpvPR9mSkChXOdhLeuK0r0/qHNHuhuCNJ8zgB/je1F518W9Y78+2+NORKNYMiPPVTvNdDdYOcv89qpj/v6ht03dsxNe37iNQEJ06csAhvjrv7BuPtbEdeZQMb43PMvRyDsXj3BQCm9w8xmoZMW0nUypz3DnE3yvZ1TY8R3k0fZM6cOQO0PLjRj627GThroy1ViATDKx/r0PWQtJdUdXPopskajCTfoOvNqqyXGfT45GJvo+/T0k0ItoXO2jHfC1rBttYiEgn6IEI3dNASvJzt9Cfgv5MK//XvHx+t0YHZnJhHdlnTjcVT+wUzpU8QKrXGUqH8iikwexsxC+/qyYdTe2EnEbHrfBG3Ld6vz/yOifFl+zMjeeeO7rwwPpr5o6K4f3Aod8YGcnNXPwZHetIjyJUIbye8ne0u05Lydrblq/v6snhmX31gk1FSy73fHua9reeQKlQM7+TN9mdHMn1AaLOBTUZJLc/9lAjA7KHh3N7CDExxtZT1cVkAPHlF1qq1bD9biFShItLHqc1aOaakQ2VuxGIxZWVlZGdnExoaata12NuIeXRkJP/98xzvbkliQLhniyNuSyU+s5yDqaVIRALzRzc/rmhO1Gq13sMl1kjBjU4dNbKJzE1hYSEZGRkIgkC/fv1atD1d5sbf1bB6QRXa4MbVwcZoPTFSI/f0mAp7E2Vu5Eo19XKlQRVe/d3sSS2qobCyoUlhu9YQ3UK14GvRP8yDHUmFxGe2Tsh0Qnd/4tLL2H624JolGtBcuIzo7M3+CyV8tSeVhXf1uupvBEHg3Tt7kJhdQXpJLS9uPMV3s/pdFUhM6x9CtwBXHlsbT3ZZPXd/fYj37uzBPf1D8Hezb3EZCDQ9WzVSBc52En1JXKVSs/JwBv/bdp4GuQonWzGvTerGjIHNZ2tAI5Q6f0081Q0K+oa683+3tuxiCeD7A2lIFSpiQ9wZ1qltE62/ndCUtqZYaBtCc7TvI9IV6K6ULaE0BTBneARDIr2okyl5fG089bL2Leq3eJcma3N33+DrqsebgozSOqoaFNhKREbTY9Bnbppopj58+DAAPXr0wM2tZVc5xsrcVNYbt98GrJmbluJoK9YLBRq8NKXNoDZnKNkadAJtqUVXm0+2FJ22V0JWRau2MV5rnXA8o4zSmn/vIXrqJk1GYmN8TrPTWc52EhbP7IOtWMQ/5wr1VghX0iPIjS1PjGBMjA9ShYoXN57i1U1NNxNfC4lYhLujrT6wySqt497vjvCfP5JokKsYGuXFtmdGMnNQ89ka0Fykvf7bGc4XVGuzQP1aXLKuqJOx5nAmAE+M6dSmgKSwqoGDFzVNyXfEtp+SFHSw4KZv374AHDx40Mwr0SAWCXw+IxYfFztSCmt4/bczFlEyux5O51SyO7kYkQCPj7HMrA2gz9r0aOPoY3M0yJX6A2lTPTeHDh0CYOjQoS3epu6kpFN3NRQ6Z3p3IwU3KpW6wzQUGztzIwiC0ftuDFGWCvdywkYsUCNVkHedwVKPIDdsxAIlNVKyW6F3E+LpSPdAV1Rq2Hmu6UmoxgwI92RIpBdypZqley82+3fdA914bZLmwnfhX+f0ZesrcXO0YdmDA3huXDSCAOvjspj2zeFWjbXrUKnUrDqcwYTP9hGXXqa1cejOmrmDrtlPpGN9XDa/JOQgEuCLGX1aJWmx4mAGtTIlXQNcualr28ybf0/MQ63WZOOuZWpqiXSostSIESNYtWoVu3btMvdS9Pi62PPFvX247/sj/JKQw6AIT6YNMK8OT2tpkCt5Y7Omj+SO2CDCvCxv/FuH7sDVy0jNxFlldajVGpsEnVx9Y3TBzZAhQ1q8TWM5mDcuSxmDxpNFxtLRMRV6Y0sD69A0xs3BhpIamT6jZigCdMGNATI3thIREd5OpBTWkFJYfV0ZWnsbMd0D3UjMriAhq7xVJ8UJ3f05m1fF9rMFLTpOPnlTJw6nlfLjsWwWjOnU7Gdo1pAwDl0sYfvZQh74/ijfzurPkKiryzUikcBTN3Wmd4g7T/94gpM5lQz7YBdRPk6XTUY52Ulw0f582fe2EuxsxHyz5yKH0zQWEYMiPPloau8WPw+ncip4+3fN1O+LE7owNKpl7t+gaf5doR0ZXzAmqs1lpF+1Jak7+7SvrA10sOBm1CiNYt6JEycoKyvD09MyBOaGRHnx/PgYPtqezBubzxDm5XiVLLilUidT8OyGRBKzK3BzsOHZm689pmludJNSRuu3Kb7Ub3PlgaO+vp7jx48DrQtuLmVuDBvcGLss1Vht176dZ250mSdDKwg3Rvc6VNZfvwJwU+iu6g1RlgJNU3FKYQ0pBdWMaaES7pX0DfUgMbuC45llrToxTujuz6IdKexPLaGqQX6ZLkxTDIn0YkC4B8cyyvnsnwss1GrUXIkgCHx0T2/Ka48Tl1HGg8vjeGliDLOHhjcpFzEq2oc/nhjOa7+doaiq4bqmpRxsxLxySxceGBzW4p63tOIaHluTgEypYnw3P+a3ciL1+/3pVDUoiPRx4pYeLVNHb44LhdUk5VdhIxaY1LNt2zIHHSq48fPzo1u3biQlJbFnzx7uuusucy9Jz2OjoojPLGfX+SIeWBbHoum9ua1X27QHjE1WaR3zVh/nfEE1EpFGTtySU5PltTK9U7mxPL2S8nQaOlf38+zevRupVEpISAidO7dsQkGpUuunPQzdx6QzQPRsIsNkCHSCdBKRYBQ9IVPi0MjYUqlSG8VOwlOrYXS9AnnNoXvfZJW1TjivOboFuLL1VD4ntBos18OgSE+WH0xn57ki3rld3eKTe7Sfs965+/t9aTx3hVXBlQiCwLM3RzPz+6Osj8uia4BLsw3ArvY2rJo7kGc3JPLXmQLe23qOXxJyeX9KjyZH1kM8HVk1ZyBpxTUUVUuplSqokSqobtB8rW30fU2DglqZ5ufqBjkR3s68PqlrkwrKzbEvpZgn1iVQ1aAgwtuJj6f1blXmZfvZAr7Q9kU+fVPnNr+Hv9aW+kbH+OJhpGOIMelQwQ3A2LFjSUpKYufOnRYV3Ii0wcHTP55g+9lCnlh3goLKBuYOj7DIDvS9KcU8tf4ElfVyvJ1tWTKzr8Vnm3aeL0KpUtPF36VFde3rIV5rO9E3zP2q+7Zs2QLApEmTWvya5pTXIdWaBRp6zQWVmuDGWCP7tVJNcGNos09z0Pgx1MkUetE9Q+KndagvMkBvTGN049vpJbWtEs5rDl255nBa6XUHeqOifXCxl5Bf2cDR9LImS0BNIQgCz42LYf6aeL7bn859g5t3yNYxtJM3L4yP5uO/U3jr97P4udozobt/k39rbyNmycy+/ByfzcK/znMuv4q7vj7EzIGhvDShS5MKwZE+zpcJ8BkauVLFykMZvP/nOVRq6BvqztIH+v9r1qoxp3IqeObHRNRquG9QaItHxpsjtahaPyX15NhObdqWuWjfl1tNcPPNNwOwdetWi2vetbcR89V9/Zg9NByA97ae4z9/JBnNrO960CkQz14RR2W9nNgQd7Y8OcLiAxvQXLkAzR7Y2opCqSJRezV7ZWZIrVazdetWQBPctBSdnkiUj7PBswVF1cYzDwWo1TmZ27bvfhvQlKV0z3+dkaYada9DYVXb1YQbE+hmj5OtGLlSTWYrbQ+aoleQG852Eirr5ZzLr7qubdjbiLlVWxbZrFXJbSkTuvvRL8yDermST3ektOh/FozpxIyBoai1mjY677umEIkEpg8IZedzo5jaLxi1GtYezeKmRXv47USuyc4b2WV1fLw9mWEf7OK9rZrAZmq/YNbPG6xXnm4JuRX1zF15nHq5kpHRPvzn9u5tvmD+9J8LqNSaCTZj9S8amw4X3IwfPx4nJycyMzP1/Q+WhFgk8Nbkbrym1Sz44VAGC9YmGLXW31JqpAoeX5vAR9uTUathxsAQNjw62Cjmk4amTqZgn9YjxljBTXJhNbUyJS52kquccc+ePUtWVhb29vaMHTu2xdu8UKQJbjobQQNJP2JurOBG65vWETI3giDogzRDmFA2he51MMRUU2MEQdBraF2v+F5jJGIRg7SGuIe0Y8DXg67XZuvp/FYd3wRB4P9u7QLAT8ezSWmB5o4gCLx7R3fGdvFFqlDx8Mrj/+ow7uVsx8f39ObHeYPp5OtMSY2MZzYkct/3R7lY3PbnsSnkShXbzhTw4PI4Rn60m8W7UymqluLtbMt/bu/OR1N7tcqwtLpBzpwVxyiultLF34UlM/u0uUSclFfF1lP5CAI8N96yeyyvRYcLbhwcHPRXzhs3bjTzappGEDT2DF/O0OgvbDtbwH3fH6Ws1rC1+NaQXlLLlCUH+etMATZigfen9GThXa37oJmTfSnFSBUqQjwd6BpgHH0bnQ9MbKj7VVmW33//HdCURR0dW15eulCkOXAbI7jRTc/oyiGGpiOVpeCSI3ud1EiZGzdd5sawwQ1cKk2lGCC4gUulqYOppde9jUERngS42VPdoGBP8r+PdjemX5gnE7v7o1LD//4636L/kYhFfDmjD72C3SirlTF7RRwlLdDLGRzpxZ9PjeDFCTHYSUQculjKLZ/tZ9GOFINddDbO0sxfE8/elGLUahjeyZuv7uvLoVdu4sGh4a3KuCiUKhasO0FyYTU+LnYsmz3AIOXURdps2W29Auni79rm7ZmLDhfcAEydOhXQBDeWVppqzOTegayeOxBXewnxmeVM/foQWaVNS4kbk53nCrl98QEuFNXg52rHj/OGMHOQeRWeW8v2sxrJ9gnd/I3Ww5SgVVztG3p1SWrNmjUA3H333a3aZqouc+Nn2OCmXqakSmvS6GekzFudPnPTPgLgf8NRG9wYK3OjCzKNEtzoMjdF168s3Bjd+PGxjDJk1zkeLxIJ3B6r6f3QjRS3hpcmxiAWCew8X8Thiy0LspzsJCx7cAAhng5kltYxd+Vx/fv0WthKRCwY04kdz45idIwPMqWKL3ZeYOJn+/j5eDa5FfXUyRStOp9cK0vz2Ogo9r44mjUPD+LWngGt9pRTq9W8+ftZ9qUUY28jYtmD/Q0ykJCYXcE/5woRCfDMzW2zbWgprRVKbCkd45JLS1pJDbGurtxyyy04ODiQlpbGiRMn9OJ+lsigSC9+eWwos1ccI62klru+Psjy2QNMUudUqdR8uSuVT//RROoDwj1Ycl9ffF0svwzVGLlSxc5zmuBmYg/jlKQAvZz8lf02CQkJnDt3Dnt7e31g3RJUKrW+jKC78jYUun4bBxux0XylavQ9Nx3jMKLLQNUauSxVXidHqlAaNCuqC451wXJb6eLvgqeTLWW1Mk7mVFxmOtkapvQJYuneNHafL6ayTt5kw25zRPo4M3NgKKuPZLLwr3P89viwFk1d+bjY8cNDA7n760OczK7gqfUn+Ob+fi0q14R6ObJi9gC2nSng7T/OklFax4sbT+nvt5OI8HC0xd3RBg9HWzycbHB3tMVD97P2vhNZFfx0PJuiRm7twzt5M3NQKDd39WuTQa5arebTfy6w7mgWggCf39vHYOeLT/5OBuCuvsFttvJoCWq1mru/OmSUbXeMo5KWxTsv8H1kIM7OzkyaNImNGzeycuVKiw5uQHNi+/XxoTz0wzHO5lUx9evDjIz2Znx3f4ZEehll8qeiTsYLP5/iH21Q8OCQMF6b1M2grtSm4khaKVUNCryd7a7KqhiK4mopWWV1CIKmLNWY1atXA3DHHXfg6tryNG5uRT31ciU2YoEwA7/GuqZVP1c7o2Wy9A3FHaQspeu5qW3Blf714OZgg61EhEyhoqhKatDPta4HLK24FoVS1ea+C5FIYEikF1tP53MotfS6g5su/q508XfhfEE1f57JZ8bA1mWEn7qpM5sScjiVU8nW0/lMbuEUUJSPM8se7M/M747yz7ki3vr9LO/d2aNFnwVBELilZwDDO3vz3f50zuRWsv9CMXKlGqlCRUFVQ4v7prydbZnaL4QZA0MMIn4qV6r479Zz/HAoA4DXJ3UzWI/h0bRS9l8owUYs8PRNpsnanMypJMNI1YqOcVTSsju5mPzKegLcHJg7dy4bN25k1apVfPDBBzg4WKYXkg5fV3s2PDqEp9efYOf5Iv45p7mBRsdicKQXgyI1cuPBHg6tOmFVN8hJKazhQmE1yYXVXCisITG7ghqpxoPp/Sk9mdov2FgPzej8npgHwLhufkYziNQ5HEf7ulw2oqlQKFi/fj0ADzzwQKu2mawVBov0dja4Tkx+pUYy3pjO7TX6nhvTlKXUGLfE7GTkspQgCPi72pNVVkdBVYNBg5sgdwccbMTUy5Wkl9QaJBM4tJMmuNmbUsTTbShR3NkniA/+Os+aI5ncO+DaZpFX4uNix6Ojoli0I4V3tiQxKMIT3xa+p/uFefL5vbE8tjaBtUezNIHBlJ4tHpV3sbfhuXGahlq1Wk2tTEl5rYyKOjnldTLNrVZGeZ2cijrN1/I6zf1ezrbc0y+Ecd3alqVpTGJ2Ba9uOq2fYHt7cjdmD7u2wWhLqayT8+qvpwGYPiDEaFIaV7L+aJbRtt2hghu5Us3Xey7yzh09GD9+PGFhYWRmZvLzzz8za9Yscy/vX3G2k7Bs9gBSCqvZeiqffReKOZ1TSW5FPb8k5PBLQg6gGf3UBTuDI70I9XREEATqZApSi2r00ukphdWkFFQ36xET4+fCx/f0pmdw+7Gxv5LyWhm/n9QEN3f3NZ5EuC7DNTL6cin0rVu3UlRUhI+PD+PHj2/VNk9ka8pcxnj+dcKAxjxIVensHYygCWMOdI+jqt44wQ1AiKcDWWV1ZJXWXXc2pClEIoGewW7EpZdxIqvCIMHNTV38eF04Q0JWBXkV9QReZ0/HPf2C+XLnBc7mVbHtTAG3tFLt9pERkWw9lU9yYTWPr01g3SODWxwwTOwRwMIpPfm/X0/z0/EcCqukfDmzT6vfs4IgaOwX7CSEmFj4vrpBzsfbk1l1JBO1GtwdbfjvnT2Z1MswqsFypYoF6xJIK64lwM2ep28yzYRUdlmd/pxmDDpUcAPwY1w2j42OIsDNgUceeYTXX3+dpUuXtovgRke0nwvR41x4dlw0tVIF8ZnlHE0v5UhaGSezK8irbGDTiVw2aZv0/F3tsZWIyC7X+B41hb+rPZ39nInxc9Fs39+FHoGu7V5Zdl1cFlKFiu6BrkZTJZYrVew6r8mijet2eQr4888/B+Chhx7CxqZ1B8yEzArAOGrKulSvoctdjalqML7ruCm5ZI9gWO+nxoR5OXEwtdQgejRX0i/Mg7j0MuIzyw3iX+fvZs+AME/iMsr483Q+D49onRWADi9nO+YOj+CLXal8siOF8d39W6Xp5GAr5psH+nH7lwc4nlnOf7cm8Z87erT4/+8dGIq3sx1PrE9gb0oxI/63mznDIpg9NLxVPUCmRq1Ws/1sAW/9flZfZr6rTxCvTeqKl7PhJiDf+SOJA6klONqK+f7B/q3S2GkLS3anolCpGRLlRbYRtt+hgpt+YR6cKJDyzZ6L/OeOHsyZM4e33nqLQ4cOcfr0aXr2bNp3xJJxspMwMtqHkdE+gGZCJSGzQhvslJKYXXFZ/dfLyZZoPxdi/F30wUxnXxeL/hBfL5X1cr0b8CMjIo3WW3IwtYTKejleTrb0bdRvc/LkSXbv3o1YLOaJJ55o1TYVSpXe5NMYfUK6qbuwVsi/t5YqIxtzmhqTBDfaYNMYfQa691H8NQTsWsttvQOIyyjjj1PXH9wAPDwykpWHM0ktquG3E7nc3coyeIS3E59Oj+XhVcdZeTiT2FB3pvRp+TZu7ubHj/OG8OyGRNJLavn0nxS+25/GrCFhzB0eYdBgwRDkVdTz5uaz+oxxmJcj/72zJ8M7t9xEsyWsPJTB6iOZCAJ8Oj2W7oGmyeJnl9WxMV6TtXl8dCQ/GWEfHSq4eXx0FI/8mMT6uGweG92JgIAApkyZwsaNG/noo49YtWqVuZfYZhxtJQzv7K1/k9fLlCRmV6BGTbSfC94W9iE1Jt/tS6OqQUG0n3OLGw2vB11Pz6ReAZdlunRZm6lTpxIS0ror5fMF1dTLdYKAhp9KyNBmBoyZuTG2MaepcXPQHA6rjJy5AcgsM0Zw4w5oJqYq6mS4O7bdD+iWHgG8/ftZTmZXkF1Wd91lTld7Gx4bHcUHf53n039SmNw7sNW9KDd38+OpsZ34Ylcqr246TbSfS6tOxrEh7vzz3Ci2ns5nya5Ukgur+WrPRZYfTGfmwDDmjYw0u2CpUqVm5aEMPvk7mVqZEolIYP6oKJ4Y2wl7G8P2tu1LKeY/f2jcx1+a0MVo4qdNocvajOjsTZ9Q49T52ndN4goGRngyMNwTmVLF13tSAXjppZcAWLduHRkZGWZcnXFwsBUzJMqLoVHeN1RgU1wtZfnBdACeHx9jFKND0ASPOluHO2IvBVBFRUWsXbsWgGeeeabV29XJw8eGuhu8CbpeptSPoIYZ0ei0wwU32uymrtxmDHSvhzHKUl7OdkRoM3UntFnBtuLjYsdgrfXKH6fy2rStB4eE4+NiR055PRuOX18h4umboxkV7UODXMX8NfFU1LVO+FQsEri9dyB/PT2Cbx/oR69gNxrkKpYfTGfkh7v5v19P6/vVTM2Z3EruXHKQd7YkUStT0i/Mgz+fHsELE2IMHtikFlWzYG0CKjXc3Te41e7jbaFx1saYU1kdKrgRBEEvPLT+WDYFlQ0MGDCAcePGoVQq+eijj8y8QiuG4qs9qdTJlPQOdmN8Nz+j7Wfn+UJqZUqCPRwuKx8tWrQImUzGwIEDGTx4cKu3m9CMZo4hyNIenN0cbAxy9d4clR2sodg0PTea4KaiTk5lneH3o3uP6t5fhkCXFd1yMr9N23GwFetNGL/ceYH66/DwEosEPr83lhBPB7LL6nli3YnrUhEWiQTGd/dn84JhrJwzkAHhHsiUKtYdzWL0x3t4/qeTRrNgaEytVMHB1BLe2nyG2xcf4HRuJS72Ev47pQc/PzqEaAPrXwGU1cqY88NxqqUKBoR78P5dLRuRNxRf7bmUtelvwKb6K+lQwQ1oZMMHhnsiU6j4RtuP8X//938ALFu2jIKCAnMuz4oByK2oZ+0RzQjhixO6GPWDqStJ3d47UL+fgoICvvjiCwDeeOON69quri/COM3E2pKUEbM2cGmqqMNkbkwQ3DjaSvDVNmxmlhmnqRguCU4agond/ZGIBJLyq0hr4wn/3gGhBHs4UFQtZdXhjOvahrujLd/c3w97GxEHUkt4ZNXx67ZJEASBUdE+/Dx/KBvmDWZEZ2+UKjW/JORw86K9LFiXwMnsiusKxK5ErVaTU17H5sRc3tx8hklf7Kfn29u57/ujrDyciUqtKX3vfG4U9w0KM4qshUyhyXhlldUR4unAN/f3M6nFTnZZHT8fN37WBjpYzw1cyt7M/P4o6+KymDs8glGjRjFkyBAOHz7Mhx9+yKJFi8y9TCtt4NMdKciUKoZEejGsk/HcyivqZOxJ1phx3hF7acz8gw8+oL6+nkGDBrXKAVxHUXUD2WX1GkHAEHdDLVePrpk41Ij9NjKFinrtCcUa3LSOMC9HiqqlpJfUGlyJXBfcJGZXGETMD8DDyZZhnbzZm1LMHyfz26R5YysR8fRNnXlx4ym+3nuR6QNCriu72D3QjRWzBzJ35TH2Xyhh1rI4ltzXt02TPoMivRgU6UVidgWLd6Xyz7lCtp7KZ+spTcbK1V5CoLsDwR4OBLo7EOTuQJDHpa8+zpcLZjbIlZzNqyQhs4KErHISssqbdIQPcnegb5gHd/cNYnSM73Wv/99QKFW8uPEkcellGtmRBweYvJH6850XTJK1ARMGN7Nnz+aff/7B21vTCDtu3Dh9mUilUvH000/z559/IggCzz33HI8//vh172tIlBeDIz05klbGCz+fZN0jg3nrrbeYOHEiS5Ys4YknniAy0nQ1RiuG42Bqib5e++LEGKNmbTYcy0amVNE1wJUYf016ODs7m6+//hqA995777r2f0hrRtjF39UgRndXopPgjzTipJSu10EkgLN9x7hGcnPQnGQr6+UoVWqj9XFFeDtxLKOci8WGz9x09nXG3dGGijo5idkVBjuB3NknkL0pxayPy+LxMVEtFsJriil9gvh2XxoXimp46/ezfH5vn+vazpAoL1bOGchDK44Rl1HG5C8PsOS+vm3OhsaGuPP9g/05l1/Fkt2aIKdBrqKqQUFVQTXnC5r277KViDSBjrsD1VIFSXmVyJWXa3NIRALdA13pG+ZB/zBP+oa5E+BmfIHZsloZz/+UyO7kYsQigS9n9DFKyeta/JNUqD92P3Oz8bV0THpUeuWVV5ocmV2zZg1JSUmkpKRQWVlJ3759GTt2LF26dLmu/QiCwP/u7sUtn+/naHoZ3+9PY9748YwbN44dO3bw6quvsmHDhrY+HCsmplaq4JVNGp+XBwaHGc1qATRXOSu1EucPDQvX//7dd99FJpMxcuRIbrrppuva9m6tQ/KYGJ+2LrNJzhdqDr4xRnT0LdU62Hs42hotCNBhqnYAD21DsVqtCd6MdVWre12SC6oMvm2RSGBkZx9+P5nH7uQigwU3t/YM4L9bz1NQ1cCfp/Mvy2S2FolYxIdTe3H314fYnJjHLT38mdjj+gTpBoR78tuCoTy6Op6LxbXc++1hXp/UjVlDwtp84dM1wJXFM/uiVquplioorGwgp6Ke3PJ6civqyWv0fUFVAzKFivSSWtJLLgWt3s629An1oG+oB31D3ekV7I6DrWmNZo+mlfL0j4kUVDVgKxGxeEYfxnQxXoaoKYqqG3jpF82xe97ISKNpkjXGIi65NmzYwPz58xGLxXh6ejJt2jR+/PFH3n777Sb/XiqVIpVeSu9VVV19kAjzcuLN27rxyqbTfPx3MiM6+/DRRx/Rp08ffvrpJ5555hmGDBlirIdkxQh8tD2Z7LJ6gtwdePmW6wt8W8q2swXkVTbg7WzL7dqGyvj4eL7//nvg+rM2SpWavSmaUpcxDjAaM05dcGM847sybXDj6WS8hmVTIxGL9FmP0lrjBTddtFnA5GYyAG1lTBdtcHO+mBcnGOZzYicRM2tIGIt2pLDsQPplPWjXQ59QD+aPiuKrPRd57dczDAj3vO7nu5OvC5ufGM7LG0+x9XQ+b/1+lhNZ5bx/V08cDWDqKggCrvY2uNrbNKv8LFeqKKhsIEcb7NiIBfqEeBDi2TqrHEOiVKlZvCuVz3emoFJDpI8TX87oYzItGx0qlZoXfj5FWa2MbgGuPD/eNArIJm0oXrRoEb169eK2224jMTFR//usrCzCwsL0P4eHh5OV1bznxMKFC3Fzc9PfmtMYmT4ghJu7+iFXqnlmwwliuvXgoYceAuCFF15olX29FfMSl16mN4tbeFdPnI1s1rjsgGbM/L5BYdjbiFGpVCxYsAC1Ws2MGTMYMWLEdW03MbuCijo5rvYS+hih3yanvJ46mRJbsYhwAxj1NUdpBwxu4NLjKa1p3Yhxa9CVAzLL6gzSqHolIzv7IAiQlF9FQTPWK9fDfYNCsZWIOJVTyXEDNCw/fXNnYvxcKK2V8cbmM206HjvbSVg8sw+vT+qKWCTwW2IeU5YcuiyLYkxsxCJCPB0ZEuXF1H7B3BEbRKiXo9kCm4LKBmZ+d4RP/9EENlP7BfPHE8NNHtgA/HAog30pxdhJRHwxI9ZkDcwGC25GjBiBt7d3k7fs7Gz++9//kpqayqlTp5g7dy633HILNTWXOu8bvwn+7U3+6quvUllZqb9lZzetmaApT/XE29mOlMIaPtqezLvvvoujoyOHDh1ixYoVhnnwVoxKg1zJy9qU5vT+IXq1ZmORkFXOiawKbMUi7h+sCbp/+OEHjh49irOzMx9//PF1b3uvtiQ1ItrHKNYX57Wljihfw5txNqasRpM59XLuWMGNlza40WWmjIGPix1eTrao1XChyPDZGy9nO3prG5X3phQZdLs6/7Zl+9PbvD07iZhPpvVGIhL483QBW061bdRcEAQeHhHJuocH4eNiR3JhNbd/eUCvU3WjsOt8Ibd8vo+j6WU42or5dHpvPr6nt94Y1pScy6/ig7/OA/D6bd3o5Gu6Ph+DHf32799PSUlJk7eQkBCCgoIQiTS7mzJlCq6uriQnJwMQGhp6mcBeZmYmoaGhze7Lzs4OV1fXy27N4eVsx4dTNbYLyw6kk15ny3/+8x8Ann/+eetoeDtg0Y4U0ktq8XO14/8mdTX6/pZrsza3xwbi42JHeXk5L7/8MgBvvfUWgYHXr4a8Wzt9NcZIUxEp2pKUrvRhLDpiWQouPZ6y2qunWgyJrkG9uebUtqJ7f+0+X2zQ7c7RulD/nVSgn8prCz2C3FgwRqN988bmM3o3+7YwKNKLrU8OZ0C4B9VSBY+ujud/286jUKravG1LRqZQ8e6WJOb8cJzyOjndA13Z8uTwVtlUGJIGuZJnfkxEplRxUxdf7h/U/DndGJisLJWTc8n988iRI5SWltKpk+ZNfc8997B06VKUSiVlZWVs2LCB6dOnG2zfY7v4cZ/2iX3+p5M8NG8B/fr1o6KigieffNJg+7FieE5klfP9/jQA3p/S0+hjx7kV9fx1RhPw6g7kzz//PCUlJXTr1o2nn376urddVN3A6dxKAEYZKfukO1nGGDm4uVSW6liq2LrHU2LEshRcen2M2XcDcCC1BJnCcCf1zn4ujIz2QaWGFYfanr0BWDCmEz2CXKmok/PYmgSkiraX6nxd7Vn3yGD9Z/jrPReZtTyOkhrjBq3mIqOklru/PqQvp88eGs6mx4cS6WO8vrt/44O/zpNcWI23sx3/m9rL5CU6kwU3s2fPpmfPnsTGxvLss8/y888/4+amqf898MADxMTEEB0dzYABA3jxxRfp2tWwV+ivTepKhLcTBVUNvLXlHN999x1isZiNGzfy22+/GXRfVgyDVKHkpY2nUKk146M3dTWeErGOVYczUKrUDIn0olugK5s3b2bFihUIgsDSpUtb7fzdmL3arE2vYDejOe/qTpYxRh7z1GVuvDpY5sYUZSkwflNxj0A3vJ1tqZEqOJ5ZZtBtzx2uCRh+OpZtEKsKW4mIr2b2w9VeQmJ2BW//nmSQfkgbsYg3J3fjyxl9cLQVc+hiKZO/PMC2M/koVR2j31KtVrMpIYfbvtSoG7s72vDdrP68fXt3k4rzXcnu5CJ9j+TH9/QyizWQyYKbf/75h9OnT5OYmMjhw4cZM2aM/j6xWMySJUu4ePEiFy9ebLXDcktwtJXw6fRYxCKBLafyiaty1ftOPfbYYxQXGzZ9a6XtvPNHEheKavB2tuPN27oZfX8VdTLWaZWP5w6PoKioiEceeQSAF198keHDh7dp+zqH39FGyto0yJX6BkrTZW5MF9yYov9f10NUavSylKaUfr6gyiiDDSKRwKhoTWnq77OFBt32yM7edPZ1plam1Jdw20qolyNfzOiDIMD6uCwW70o1yHZBYx+xecEwIn2cyK9sYP6aBEZ+uJtv9100igWGqUjKq2L6t0d47qeT1GitFP58agTjjGhH0xJSi6p55sdEQJNBMqYw4bXocPYL1yI2xJ3XbtVkhBb+dZ7Y2+fQrVs3CgoKePDBB1GpOnZNtj3x07Fs1h7NQhDgo6m98DDBSfSbvWlUSxV08XdhTIwPjz76KMXFxfTo0YN33nmnTduurJfr+x9u6Xl9mh7/RlJ+FQqVGm9nWwKM7G5crDXm9DVSBqoxAqZLZ+syakVNKMkaki7+LkhEAiU1MnIr2t5n0hS39tS4PG85lW/QfhNBEPQqxUv3plFYZZiJrNExvrw+SXMR88mOFH052hB09nNh84JhLBgThYejDbkV9bz/53kGL9zJ67+d1gtfWjr1MiWbE3N5aEUct325n7j0MuxtRDw/Lpr1jwwm0N34goDXorCqgQeXH6OyXk6fUHdeMbJkx7W4oYIbgDnDI/Rp1df+SOGZ95dgb2/PX3/9xaeffmrm1VkBOJldweu/nQHg2ZujTSI4VVTVwA/aHoIXJ8SwYsVyfvvtN2xsbFi9ejV2dm07iW87k49MqSLGz4WuAcYR1zupdYLuHexu9Pq27oTm62rcIMrU+Gkfj85V3VjY24j174OT2ZVG2cfIaB88HG0oqZFy6GKpQbc9qWcAfUPdqZcr+eTvZINtd+7wCJ4bp9FBeW/rOdYdbV4SpLW42Nvw4oQuHH71Jv53d0+6+LtQL1ey5kgWNy/ay6zlcexOLkJlYSUrhVLFvpRintuQSP/3dvD0jxqlYb0X1fOjefKmzkadjmwJJTVSZn53hNyKeiK8nVj24ACDu5m3hhsuuAF47dauTO4diFyp5qO4eh575V1Ao6AcFxdn5tXd2JTUSJm/Jh6ZUsXNXf14QjtJYWy+3JVKg1xF31B3XKoz9aXRd999l9jY2DZvf7POgDP2+iet/g19cGME/ZzG1EgV1Gn1WUyRuTElfi664KbB6DpYvUM0PYcncyqMsn0bsYhJvTRZwt8Scw26bUEQeF1bKv45PoezeYYL0J4c24n5o6IAeO230/x6Iudf/qN12NuImT4glL+eHsG6RwYxrpsfggD7Uop5aMUxbv50L6sOZ1ArVRh0v61BrVZzJreSd7ckMeSDXcxaHsemE7nUypSEejry1E2d2fX8KJbM7EuQmbM1oCnp3//9US4W1xLgZs+qOQPNPkl5QwY3IpHAomm9uaWHPzKlij9k3Rhzy+0oFAqmT59Oaalhr3KstAyZQsWCtQnkVzYQ6e3Eoum9jeKMeyVZpXWsj9NcIT4ywJupU6cilUq54447ePHFF9u8/YLKBg6nad5TOrVjY3AyR3OCMXZwU6TN2jjbScyinWFMfF01wZrOS8iYxIZoTS6zKoy2jzu1NgnbzxQYXDCwb6gHt/cORK2G/249Z7BgUBAEXp4Yw6whYajV8MLPp9h2pm0aOM3tZ2iUN9/N6s/eF8Ywd3gELnYS0opreXPzWQYv3Ml7W5JILaoxmeBrdlkdi3dd4OZFe7ntywMsO5BOcbUUD0cbHhgcxi+PDWXvi6N5bly0WSehGlPVIOeBZXGcL6jGx8WOdY8MJsSIpr0tpWMdmVqBjVjEFzP6sGBtAn8nFZLV7X4Cz5wiIyODu+66ix07dmBr27EmQSyZBrmSx9bEczS9DCdbMd/O6oerEUwlm+Kzf1JQqNQMi3Tnk1cXkJ2dTXR0NCtXrtRrM7WFLafyUKuhf5iH0T70FXUyfTNx72DjqpAWmbDfxtTY24hxtZdQ1aCguLrBqNIDsdrMzencSoM5eF9JvzAPgj0cyCmv559zhUw2cHD90sQYtp0t4NDFUnaeK+JmAzWzCoLA25O7UydTsjE+hyfXn+C7WWKjNaeGejnyxm3deHZcNL/E5/DDoQzSS2r5/kA63x9Ix8VOQri3E2FejkR4OxHu5US4tyPhXk54Otm2qgysVquplSkpqZZSXCOlpFpKbkU9284UXKb8bCcRMa6bH1P6BDEy2qdNZqXGokaqYPbyOE7nVuLpZMu6hwcRYUTD3tZwwwY3oAlwFs/sy+Nr4/nnXBG2t76M09qX2LdvH4899hjff/+92eSzbyTqZArmrYrnQGoJ9jYivnmgn8mULFMKq/lVm7KXxP/Izp07cXJyYtOmTXqpgraiKwncYcSS1Clt1ibcyxF3R+MG5brgxljj7ObG19WeqoYaCqukRn0fRno742wnoUaqIKWwhm6Bhu/FEgSBO2IDWbL7IpsT8wwe3AR7ODJ3eARf77nI+3+eY1SM4U7CIpHGALlBrmTLqXweXR3PDw8NZEiUl0G23xTOdhIeHBrOA4PD2JtSzMrDmiAns7SO07mVep2qxrjYS7TBjhMRXo6EeTnhaCumpEZKcY2M4mopJTWam+77BnnTDd6CAMOivLmzTxATuvvhYqILvOuhXqZk7g/HSMiqwM3BhjVzBzXrvWUObujgBjQaC0vu68v81fHsTgbPyS9Rv+Etli9fTteuXXnhhRfMvcQOTY1UwZwVx4jL0EiFL589gMGRxjt4XcknfyejVkNQzm5WrV0MwPLly+nevbtBtp9aVMOZ3CokIoFJvdp/vw1cKkt1tGZiHX6udqQW1VBUbThfpqYQiQR6Bbtx6GIpJ3MqjBLcgKY0tWT3RfamFFFRJzN48Pv46Ch+OpZNWkkta49kMlsrnGcIxCKBT6fH0iBX8s+5IuauPMaahwfRN9S4rtIikcCYLr6M6eJLg1xJVlkdGSW1ZJTWkl6i+T6ztJa8ygaqGxTNBj7XwtFWjLezHT4udng729I/zJPJvQPxN/KkoyFokCuZt/o4R9PLcLGTsGrOQKO9f6+XGz64AY3Hydf39+ORVcfZTx98xs2jcPs3vPTSS4SHhzN16lRzL7FDUlTVwCOrjnMypxIXOwk/zBlAvzBPk+0/PrOc7WcLqTu/n8O/LwLggw8+YNq0aQbbx2Zt1mZEZ2+jNtjpmlJ1nkLGpCOXpQB8tU3FhUYeBweNPMWhi6UkZlUwY6Bx5Ok7+7nQLcCVpPwqtpzK1/ulGQoXexueGx/Na7+e4bOdF7gjNsig0g26DPvDK49zILWE2cvj+GHOQKMHODrsbcRE+7noDU8b0yBXkllaR0ZpbaPgpxa5UiPJ4O1s1yiAscPHxRYfZ3u8XWwN4lhuDirr5DyxPoH9F0pwtBXzw5wBJrmoai3t89k1AvY2Yr6b1Z+HVx5nv3oSLkVZVJ/4k5kzZ+Lo6Mitt95q7iV2KE7lVPDIquMUVklxd7Rh1ZyB9DLBiVmHXKnitV9P05B5irKti1Cr1TzxxBN6YUdDoFCq+Om4xtR1Sl/j+buoVGp9rb5PqLvR9qND5zTtb+LMjakGdHXj4IZ01G6OPtoT9DEDqwhfyV19g0jaWsX6uCzuGxRq8HL79P4hrD6cyfmCat7dksSi6bEG3b69jaYP78HlcRzLKOe+746y9IF+RjfRbcm6YvxdjC6aaSmkFFYzb9VxMkrrsLcRsexB016QtgbL61AyI/Y2mrLIfYPD8Lj5URy7jEAul3P33Xeze/ducy+vw7A5MZd7vjms7WlwZvOCYSYNbAC+3ZfGyYTjFP/6HkqFnKlTp/LZZ58Z9KC/83wRhVVSvJxsmdDdeKqhyYXVVNTJcbQV0yPIuM3EAHla0TlTCYaZuu0tyF0T3OQZSVyvMQPDPREESCuuNWoZ7O6+wdhKRJzNq9L3ZxkSiVjEwrt6Igiw6UQue5IN50auw9FWwso5AxkZ7UO9XMnclcf0mVErxmfbmQKmLDlIRmkdQe4O/PLYUKP2P7UVa3BzBbYSEe9P6cn7d/cm4I4XcOg0kIaGBm6bPJnDhw+be3ntGpVKzUfbz/P0j4lIFSrGdvHl18eHEuZl2u76tOIaPlj5O4Ub3kAlrWPUqFGsXr0asdiwglNrtQJk9/QPMarPyxHtmHn/cE+TTFTkazMaAe6W3xtwPeiCtjwDOFT/G26ONnTVWjEcTTNe9sbDyZbbtMrYa45kGmUffUI99EaVr/16hhoj6MQ42kr4flZ/busVgFyp5ukfE3lq/Qmje4HdyKhUahbtSGH+mnhqZUqGRHrxx5PD6R5o/AuptmANbprhvkFhrJ8/nC4z38I+LJa62lrGjZ/A/v37zb20dkmNVMG81fEs2X0RgEdHRfLdrP4mnwZQKFXM/d9qcte/jlqmCWy2bNmCvb1hT9SZpbXsSylGEGCmkXopdOhOioMijJ8eVqrUFGgbii1BPMwY6IKb/Arjl6UABkVqXjddkGos7huseR/+cSqPijrjBAPPj48mxNOB3Ip63vnjrFH2YSsR8fm9fVgwJgqRAL+fzGP8p3vZdqbAKPu7kalqkDNv9XG+2HkBgDnDIlg91/wCfS3BGtxcgwHhnmx9bgxjnvwQu5Ae1NZUc9PN49j8+x/mXlq7Irusjru/OsQ/5wqxlYj4dHpvXr2lK2ITCPRdyVOfrWPvF8+hltUzdMQotm7dirOz4cWwdFfHIzv7EOplPEErlUrN0XTNSdEUU2ZF1Q0oVWokIsEsTr+mINBNE9yU1spokBtW+K4pdK/b0XTj9t30DfWga4ArDXIVG45lG2UfjrYSPry7N4IAPx3PMVrZSCwSeHFCF359fBidfZ0pqZExf008T1qzOAbjWEYZdyw+qJFJkYj45J7evDm5m9ltHlpK+1ilGQlwc2DTU2N55L1vcYgagFwmZcqUKbz72VJzL61dcPhiKbcvPkByYTW+LnZsmDeYKX2M11x7Ld79cjnfvDIXtbyB2MEj2bHtT5ycDF8Sq5Uq+FF78pg9NNzg22/MhaIayuvkONiI6WVk8T641Ifi72ZvluDUFLg6SHCy1ZQRTdV3AxrZgGIjeloJgsBD2vfjqsOZBjXTbMyQKC+e1NqmvPbrGTK04pLGoHeIO1ueGs7jozVZnD/0WRzDKxrfKFQ1yHn9t9Pc881h0ks0dgob5w/h7n7mOW5fL9bgpgXY24j54oHBLF+7AY/eN6FWKXnz2fnc9NBLlNUYf1y0PaJUqVl2IJ0Hlh2lvE5Or2A3fn9iuH46xJSo1Wreem8hbz41F7VCRqf+ozi0axuOjsbJqGw6kUt1g4JwL0dGGXma41K/jYdJ+m3ytKUaXXajIyIIwqW+GxOUpjycbOminbaJM3L25vbYQL0r9j/nDN/0q+OpmzozMNyTGqmCJ9efQKYwTiAFGimPlyZqsjjRfrosTgJPrEuwZnFayd9nCxi3aC9rjmj6Baf3D2Hb0yNNPvBhCKzBTQsRBIF7B0VwYf8W+t06E4BdP3xE51F3subgBZQW5iRrLtRqNftSipn0xX7e3ZKEQqXm9t6B/PToELOIUykUCh577DHeeeP/AAgdfhcn9v2Ng4NxTs5qtZofDmrcxR8cGm50byxdcGMq4cNLk1Ids5lYx6XgxviZG7j0+hm778beRqzX0/nhULrR9iMRi/h8Rizujjaczq3kf9vOG21fOnqHuPPHk8NZMCYKsUhgy6l8xi3ay5+n803mDdVeya2o5/G18cxbHU9hlZQwL0fWPTyI/03thZuj5aokXwtrcNNKvFzsObZlDU+9+h8QRJQlbOPh6Xcw5p1f+ftswQ37IVKr1ey/UMzUbw4za7nGRM3NwYZ37+jO5/fGYm9jvGmh5igpKWHSpEksXboUEPAZN49/Nv6As4PxmuF2JxdxsbgWJ1sxU42cxtX025iumRgunewDzNFMbMLPli64yTFxcHPwYonR93X/4DDEIoEjaWV6ZWtjEODmwMdTewOw7EA6v8Qb1t27KewkYm0vzlCi/ZwprZXx+NoE5q2ON4luUXujsk7Owj/PMebjPfx5ugCxSOCx0VFsf2YkQzt5m3t5bcIa3FwHgiDw+ftv8scff+Dg7II09xyHPpnHgx+uZ+o3hzmWYdzUsiXROKh5YFkc8Znl2ElEzBkWwZ4XRvPAkHCz+HMdPnyYPn368PfffyNI7PCZ8irfffimUb1P1Go1n/+jmSq4f3CY0SfBTudWUlYrw8VOYjKF0KyyOgBCTej6a47OnhBPbXCjfbzGZkiUF2KRQFpxLdlG3megu4Pe50w3BWMsbu7mx+OjowB4ZdMpo2emdPQK1mRxnhzbCYlIYEdSITcv2svqwxmorFl2GuRKlu69yIgPd7F0XxoyhYpBEZ78/sQwXp7YxSwXo4bGGty0gdsm3Upi/HGiY2JQ1pRSsOYldv+8jKlfH2TuD8dILqg29xKNxrWCmv0vjeHNyd0MKsHemnV99tlnjBw5kpycHGw8g/B/4GNeeexB7ogNMuq+96YUczKnEnsbEY+MjDTqvgD2JBcDMKyTt8kcg3XBTYiH6YIbc6AL3rJMFNy4OdjQT9uPtiel2Oj7e2JMJ0SCRmjyTCs9kVrLC+NjmNRTo0vz6Op4LhbXGHV/OuwkYp4fH8OWp4YTG+JOjVTBG5vPMurj3SzZnWp07zBLRKlS8/PxbMZ+vIeFf52nqkFBjJ8LK2YP4Md5gy1eu6Y1WIObNhIdHc2xuDjuvPNOUCko372c4p/eZPuxc0z8fB/P/ZTIyeyKDlOuaklQYy5DxeLiYu6++26effZZFAoFbt1H4j/rU6bcPJRnbups1H2r1Wo+114F3z8ozCRj0ntTNA2ho2JMI0GvUqnJKdeUaUyZuTEHpg5u4NLruNcI6r5XEunjzO1ah/DPjZy9EYkEPpnWmz6h7lTWy5nzwzGTNvp28Xfll8eG8vbkbrjaS8guq+ej7ckMXbiL+avj2ZdS3OGzObVSBZsTc7n18/28uPEUeZUNBLrZ8/E9vfnz6RGM6eJrlgy7MbF6SxkAV1dXNm3axHfffcczzzxDfUYiJauewnXcAjaph7IpIZdgDwcm9Qrgtp6B9AhybXdvJLVazYHUEj775wLxWh8jO4mI+waFMX9UpNkdon/++Wcef/xxSkpKsLGxIXzSY0ijxxEb4s4n9/Q2emPvwdRSTmRVYCcRMc8EWZuKOhmJ2n4JY09k6SiukSJVqBCLhA6rTqxDF9wUVUuplylxsDV+mn5UtA8fbU/m0MVSpAqlUVWtAZ4Y25nNJ/PYkVTI2bxKo16167z77lxykMzSOh5dfZw1Dw8y+mPUIRYJzB4WwfQBoWw9nc/6uCziM8vZdraAbWcLCPF04N4BodzTP1hvnNreaZAr2X2+iD9O5bHrfBENcs3EmpuDDQvGRDFrSHiHKD81hzW4MRCCIDBv3jxGjhzJfffdR0JCAsW/vk/UwJtgyEPklMPSvWks3ZtGqKcjk3oFMKlnAN0DLTfQqZUqOJhawp6UYvYmF5Orba60pKCmqKiIBQsWsHHjRgC69+hB6J0vkCT3JtDNnu9m9Tf6B1iTtUkBYMbAUJM8J/svlKBSQ7Sfs8k8nnRZjEB3e5OVwcyFu6MtrvYSqhoUZJfXNekIbWi6B7ri42JHcbWU4xnlDDNyQ2cnX2cm9wrk95N5fLHzAksf6G/U/Xk727Fi9gDu+voQxzLKeWnjKT6bHmvS45+DttF/ar9gzhdU8WNcNr8k5OizOZ/uSOHmrn7MHBTK8E7eRr8oMjRShZJ9KSVsOZXHP0mF1MouiVCGeTlyR2wQc4dFtNsJqNZgDW4MTJcuXTh8+DBvvfUWH330ERfjduJyLo6ZC15C6DaB3SklZJXV8fWei3y95yLhXrpAJ5CuAS5mDXTUajUXimrYk1zEnuRijmWUIVdeStfa24iYOdAyghqVSsUPP/zAyy+/TElJCWKxmFdffRVFrymsj8/H0VbM9w/2N8k6j6SVcSyjHFuxiPmjooy+P9D094DpsjYAWaWmbyY2J6FejpzJrSKr1DTBjSAIjIr2YWN8DnuSi4we3AA8ObYTf5zKY/vZQs7lV9E1wNWo++vs58LX9/Vj9oo4NifmEe7lxLPjoo26z+bo4u/K27d35+WJXa6dzekXbPbj3bWQK1UcTC1hy6l8tp8toLrhkqdXkLsDt/UK4LZe7bNi0BaswY0RsLW1ZeHChUyfPp358+dz9OhRln7wBv36/cbSzz6n2jWCrafy2XW+iIzSOpbsvsiS3ReJ9HZiUq8Abu7qR6SPk0l8l5rLzugI9XRkdIwPY2J8GRzpZZL0/L9x8OBBnn76aeLj4wHo1asXK1as4FS9B2//kYQgwGfTY03WHKebOLl3YIhJtHxUKrU+uBkd42v0/em4UZqJdYR6aoMbE/bdjI7RBTfFvDbJ+Pvr7OfCrT0D2Hoqny93XeCr+/oZfZ/DO3vz3p09eGXTaT7feYFwb0ezqZbDv2dzPtqeTKinI90DXekW4Er3IFe6Bbjh52pntmChRqrgZHYFW07ls+1MPuV1cv19fq523NozgMm9A+kT4n5DBTSNsQY3RiQ2NpaDBw/y7bff8uqrrxIfH8/oEcO56667+O9//8vH94xj5/kitp7KY3dyMWkltXy5K5Uvd6UCmtpooLsDQe4OBLnba773cND/zsfZrtm0qVqtpkaqoLJerr9V1cupqtf8rqRGyvHMck5mV6Bo1ExnKxExONKL0dE+jI7xIcLbyWI+HNnZ2bz88susX78e0PQ6vfXWWzzxxBPsSy3nnZ+PA/DKxC6M7+5vkjUdSSvlcFopNmLBZFmbpPwqiqulONqK6R9uOsVn3YhyyA2SuQkxQ1PxiE4+iASNrUZOeR3BJggknxrbma2n8vnzdAFJeVV0CzRu9gbg3oGhZJTW8c3ei7y88TR+LvYWoatyZTZn3dFMErIqyCqrI6usjr8amXP6uNgRG+Kuv/UKdjPoBalaraa4WkpqcQ0Xi2q4WFxLalENF4tryL9Cs8fb2ZZbegRwW68ABoR7trtymjGwBjdGRiwW89hjjzFlyhReffVVVq1axaZNm9i8eTNz5szhrbfe4vYH+lMjVbDzXCFbTuUTn1lOWa1MH5Scy69qcts2YoEANwd9D8SVgUxLBwDCvBy1wYzlZGcak52dzQcffMD333+PTCZDEAQefvhh3nvvPXx9fTmSVsrj6xJQqWFa/2CTNPSCJoPy3tYkAKYPCDFZ78vfSYWAZgTcVA2ZAOmlGo+gMCMagV4LU8+zhHlqfMcySo3njXQlbo429A/zJC6jjL/PFjJneITR9xnj78KkXprszXtbk1j78CCTXNC8NCGGrLJa/jxdwCOrjrN+3mCLkflvnM0pr5VxLr+Ks3lVnM2rJCm/Su8DtiOpkB3az6MgQCcfZ2JD3InwccJWLMJWIsJGrLsJV/3OViJgIxYhFgnkVTRwsbhGH8CkFtVcVmK6El8XO8Z28eW2XoEMjvRsN4aWpsIa3JgIf39/VqxYwQsvvMD//d//8fvvv/Pdd9+xevVqZs+ezfPPP88dsZ30Wiw1UgV5FfXklteTW1Gv+V73tbyegqoG5Eq1/oqiOWzFIlwdbHBzkODmYHPZrXugG4MjvYzqWt0WMjMzWbhwIcuXL0cu16RdR48ezaJFi+jTpw8AJ7LKeWTlcWQKFTd39eP9KT1NlmnamJDDmdwqXOwkPHOz6foGdKaAE02UndKRrjVAjPQ2vIv6tTBX5jDSRxPcpBvR+LEpJvbwJy6jjG1nCkwS3IAm27kjqZBDF0v5O6mQCSZ4b4lEAoumxVJRd4xDF0t5cHkcKx4aSKyJBClbioeTLUM7eV+WWaqXKTmbV0lidgUnsitIzKogt6KeC0U1XCgynI6PSNCUR6N8nOnk60yUjzNRvs5E+Tjh7mh6HbH2hDW4MTHdu3dn8+bNHDx4kFdeeYUDBw7wzTffsHTpUqZMmcKLL77I4MGDcbaTEO3n0mwjo0KporBaSm65JuBRqtSaoMXx8gDGTiKymLJSS1Cr1cTFxbF48WI2bNhwWVDz1ltvMXr0aP3fbj9bwNM/nqBBrmJghCeLZ/Yx2dVLjVTBR9uTAY1JoCl0bQAuFteQUliDRCRwc1c/k+wToLxWRoW2rh/ubZnBsKGJ9NYEN9lldSYZzdYxsYc/72xJ4lhmGUXVDSYZTQ7xdOSREREs2X2R9/88x+gYH5M8XnsbMd/O6s993x3hZE4l9357mM+m92FiD9MG7q3FwVZM/3BP+odfsj0prpaSmF3ByewK7cWnCrlShUyh1n8vV6qQKdXIFJd+lis0v/NztbssiOnk60yYl2OHHtc2JtbgxkwMGzaMffv2sW/fPj766CO2bt3Kpk2b2LRpE0OGDOHhhx/mnnvuwcWl6eBGIhZpe3E6hjtzfX09GzZsYPHixfpGYYCxY8fy1ltvMXLkyMv+fvmBdN7dmoRarZkYWnJfX5MeBJbsTqW4Wkq4lyMPDg032X63aWv+Qzt5m3ScM02bvQhws8fR9sY4bPi42OFsJ6FGqiC7rI5OvsafmAKNPUJsiDuJ2RVsP1vIA4PDTLLfx0d34ufjOWSW1rHiYIbJesic7SSsfWQwT65LYHdyMY+tjef1Sd2Ya6KslaHwcbFjXDc/xnUz3UWHleaxFunMiCAIjBo1ii1btnDmzBkeeughbGxsOHz4MHPnziUgIIA5c+Zw4MCBDqNw3BiVSsX+/ft5/PHHCQ4O5qGHHiI+Ph47OztmzZrF0aNH2blz52WBjVKl5u3fz/LOFk1gM2NgKMse7I+znelOuNlldSzbr3FUfm1SN2wlpvsY/aUtSd1i4itbXWkmQpvNuBEQBEH/eC8Wm7Y0pXt9/zqdb7J9OtlJeGliFwAW79IE76bC2U7Cd7P6c9+gUNRqeHdLEm//fhZlB1cOtmI8rMGNhdC9e3eWL1+u7zPp3LkztbW1rFixghEjRhAVFcVzzz3H3r17USiabzKzdNRqNcePH+f5558nNDSUkSNH8vXXX1NWVkZYWBgffPABOTk5rFy5koEDB172v3UyBfPXxPPDoQwAXrmlC+9P6WHyRrr3/zyHTKlieCdvbu5qulHs7LI6zuRWIRJgvImvDtNLNH0EN1JwA5cer6n7bm7pEQDA0fQyk1oV3NUniN7BbtRIFXysLbuaColYpBkRv0UTYP1wKIP5a+Kpk7Xf450V82ENbiyMgIAAXnnlFZKTk9m/fz9z5szBycmJ9PR0Pv30U0aPHo2/vz8PPfQQP//8M4WFheZe8r9SVFTE2rVrmTVrFgEBAQwYMIBFixaRm5uLq6srs2fPZvv27Vy8eJGXX34Zb++rR0KLq6XM+PYIO5IKsZWIWDyzD/NHRZm8n+hIWil/nSlAJMDrt3U16f51JamBEZ54majHR8eNmLmBRk3FJs7chHppdFWUKjU7kgr+/R8MhEgk8Obk7gD8FJ9tdFPNKxEEjaTC4pl9sJWI2JFUyIxvj5g0i2SlY2DQ4Gb58uX07NkTiUTC4sWLL7tPpVLx5JNPEhUVRadOnfjqq68uu/+9994jKiqKqKgo3njjDUMuq10iCALDhw9n2bJlFBYWsmnTJmbNmoWnpyelpaX88MMPTJs2DX9/f7p27cqjjz7K2rVrSU9PR6VSmW3dKpWK8+fPs2rVKp588kn69euHn58f999/P6tXr6awsBBHR0emTZvGr7/+SmFhIStWrGD8+PGIxU33zFworGbKVwc5mVOJh6MN6x4exG29Ak38yDQlsXf+0Ix+zxwUShd/4+uBNOZSSSrApPsFSNOe3HUn+xsFXTCXVmIaJ+vG6EpTf542XXAD0C/MgztiA1Gr4T9/nDVLSfy2XoGse3gQHo42nMyp5M4lB0kprDb5Oqy0XwzaqNCvXz9++uknFi5ceNV9a9asISkpiZSUFCorK+nbty9jx46lS5cu7Nu3j/Xr13Pq1CkkEgnDhg1j+PDhTJgwwZDLa7c4OTkxZcoUpkyZgkKh4MCBA2zevJldu3Zx+vRpzp8/z/nz5/n2228BcHZ2pkePHvTq1YuePXvSrVs3QkNDCQoKwsHBMA3IcrmcjIwMLly4oL8lJSURHx9PVdXVujyxsbFMmDCBCRMmMHToUOzsWpZ52HmukKd/TKRGqiDcy5EVDw00W/Zg3dFMkvKrcLGX8KwJR78BcivqSciqADDJmG5jVCq1XuslwsRj4I0xR9uZbuw9zcSZG4Bbegbw8d8pHEwtoaxWhqeT6UZ/X57Yhe1nCziWUc7mxDzu7BNksn3r6B/uyabHh/HQijgySuu466tDfDY9lputDbtWWoBBg5vevXsDIBJdnRDasGED8+fPRywW4+npybRp0/jxxx95++232bBhA7Nnz8bJSXPSmjNnDuvXr7cGN00gkUgYPXq0fiS6rKyMgwcPsm/fPvbu3cvJkyepqanhyJEjHDly5Kr/9/b2Jjg4mKCgINzc3HB2dsbZ2RkXFxf9869QKC67VVVVUVJSQnFxMSUlJZSUlFBYWNhs74+DgwP9+vVjwIABDBw4UF9Kaw1qtZqv9lzk47+TUathUIQnX9/fz6QH+MYUVTfw4TZND8IL42NMXhb67UQuAEMivUxi8dCY3Ip6GuQqbMUiQjw6xnReS4ny1XwmSmtllNfK8DDh+y/Kx5keQa6cya3ij5N5Jp3KC3R34MmxnfloezLvbU1iTIyvWcwWI7yd2PT4MB5bE8/R9DIeWX2cF8bH8Pho05ekrbQvTDZikpWVRVjYpZHG8PBwjh8/rr9v1KhRl92nc3luCqlUilR6qQbbVKbgRsHT05PJkyczefJkQJNRSUlJ4fTp0/pbSkoK2dnZ1NXV6YOTxMTENu/bwcGBTp060blzZzp37kx0dDT9+vWje/fuSCTX/9aqlyl56ZdT/HEyD4D7B4fy1uTuZnWifm/LOaqlCnoFu3G/iUZzdajVan5JyAHgrr6mv4K+UKQpB0T6ON1wKqiOthKC3B30Am0DIzz//Z8MyF19gjmTm8SmhByTBjcAj4yI5NcTuaQW1fDBtnMsvKuXSfevw9PJljUPD+I/f5xlzZEsPtqezLn8Kj6a2tvi1NStWA6tOgONGDGCc+fONXnfiRMnCAkJueb/N460r6zjXuu+K1m4cCH/+c9//m25NyQ2NjZ0796d7t27c++99+p/r1arqaioIDs7m+zsbPLy8qipqaG6upqamhr9TRAEJBLJZTcXFxe8vb3x9vbGx8cHb29v/P39CQgIaDJL1xZyK+qZt+o4Z/OqkIgE/nNHd+4bZNpg4kq2nSng95N5iAT47509EZvYt+VUTiVpxbXY24i4pafp+21StYqrUb7mK0mZk2g/Z3Ir6kkprDZ5cHN7bCDv/3mOkzmVpBZVm0xrBzQ+c+/d2YN7vz3C+rhsxnXzY2wX85SEbMQi3ruzJ10DXHlr81m2nMonvaSWb2f17zBaX1YMS6uCm/3791/3jkJDQ8nIyGDAgAGARlo/NDT0svt0NL6vKV599VWee+45/c9VVVX/Gljd6AiCgIeHBx4eHvTqZZ4rsGuhVqvZnJjHu1uSKNX2F3x9X18GRXqZdV1F1Q3836+nAZg3MoqewaZxGm/MJm3WZkJ3f5Pq+ehILtAEN53NHNyoTe4upSHaz4XdycVmaWj1drZjdIwP/5wrYlNCrl6HxlQMjvRizrAIlh9M56WNp9n+jLvJS7KNuW9QGJ18nHlsbQJn86qY+Ok+XpgQw/2Dw0x+0WHFsjFZjvmee+5h6dKlKJVKysrK2LBhA9OnT9fft3LlSmpra5FKpSxfvvyyrMOV2NnZ4erqetnNSvvlQmE1M747wjMbEimtldE1wJXfnxhm9sBGrVbz8sZTlGnX9Nw40zYRA8gUKn7Xlufu6hts8v3DpbJUc1YgHZ3O2sdtrmkd3ev+64lcVGYQtXtpYgzRfs6U1Eh5ddNpswuKDor04vcnhtE72I1qqYK3fj/L7YsPkJBVbtZ1Wbk+jPV+Mmhws2bNGoKDg/n555954403CA4O5sSJEwA88MADxMTEEB0dzYABA3jxxRfp2rUroPENmjZtGj179qRr166MHz+eiRMntnr/B1NLDPlwrBiZWqmChX+d45bP93MkrQx7GxEvTojhtwVDCfYwv3/R2qNZ7E4uxlYi4vN7Y02qRKxjb0ox5XVyfF3sGBZl+mBPpVJzoVCTuYn2u3HLUoD+eTA1Y7v44movIb+ygSNppSbfv72NmE+nx2IjFvg7qZCf43NMvoYrCfZwZNPjw3j3zh642ks4m1fFXV8d4tVNpyg3oeihlbZx4EIJU746aJRtGzTHff/993P//fc3eZ9YLGbJkiXN/u+bb77Jm2++2ab9P7o6ntvPV/DGbd3wczXtRImVlqNWq9l+toB3/kgir7IBgJu7+vHW5G6EeJo/qAFIK67hv1s1/WUvT+xitqyFriR1Z58gszTz5lbUUy9XYisWEeZ1Y2nc6Ojk64wgaCamSmukJi/L2NuIua13IOuOZrExIecyd2pT0T3QjefGxfC/bef5z+9nGRzhRaiXeT+rYpHAA4PDuKWHPwv/PM8vCTmsj8tm25kCXrmlC/f0C0FkLVVZJEVVDby79Rx/nMxDJa0zyj461OiDSIAtp/IZ+/Eevth5wSrbbYFkltby0A/HmL8mgbzKBoI9HFj2YH++f7C/xQQ2UoWSZzckUi9XMqyTFw+ZeEpFR0WdjJ3nigCYYgadEbhUion0cTLrtBqYR+cGNBNTIdpMYrKZSlN3a0tT284UUCM1z3Ft3shIBoZ7UitT8syGE8iV5hMLbYy3sx2fTOvNT48OoYu/C+V1cl7+5TRTvzlEUt6NO0lridTJFCzedYGxn+zlD+2Qxn2Dmu+vbQsdKrj5cd5geoe4UytTsmhHCqM+2sPao5koLORDeCPTIFfy+T8XGPfpPvYkF2MrFvHU2E7889wobupqWaJc/92qmU5xc7Dho6m9zXb1tzE+B5lSRfdAV7oGmKev7HyB+fttLEHOJMZf8/iTC8wT3PQNdSfSx4k6mZLNiblmWYNYJPDJtN642EtIyKpg4Z/nzbKO5hgY4ckfTw7n9UldcbIVk5BVwW1f7uedP5KobpCbe3k3NAqlivVxWYz+aA8f/51CjVZWY/OC4bx6a1ej7LNDBTfdAt349bGhfDGjDyGeDhRXS3nt1zOM/2wf284UmL0R7kZlX0oxEz/bx6f/pCBTaAwntz0zgufGx2BvY1k6FZsTc1l1OBOAz6bHEmimMVO1Ws26o1kAZh2FT8rXXPl2C7yxm/Z1waW5MgGCIDBzoOYKd82RLLMdy0I8HfnkHo1Y6/KD6Ww9ZTrX8pZgIxbx8IhIdj4/mkm9AlCpNeu8edFetpzKs54DTIyuBWHCZ/t4ddNpiqqlBHs48Pm9sfz2+DCjTp92qOAGNMZvt/cOZOdzo3lrcjc8nWxJK65l/pp4pn5zmOMZZeZe4g1DfmU9C9YmMGu5Rj7d18WOxTP7sHruQCJ9LK859UJhNa9u0ox9PzGmE2O6mM7x+0oOXywlraQWZzsJt8ea3kdLxzltcGOuzJGl0E37+M8VmK/MMbVfMHYSEefyq/RWHOZgfHd/5o+KAuCljSe5WGyeRutr4e9mz5KZfVk1ZyDhXo4UVkl5Yt0JHlgWx+kc05qB3qjEZ5ZxzzeHeXR1PBeLa/FwtOGN27qx8/lR3BEbZPSMeIcLbnTYSkQ8NCyCPS+O5okxnbC3ERGfWc7Ubw7zyKrjpBZZTdiMgVqt5lhGGU+sS2DE/3az9XQ+IgHmDItg5/OjuK1XoEXKptdKFTy2NoE6mZKhUV48a4ax78as1WZt7uwTaBZtG9AoRWdo3cC7BtyYY+A6dMFNSkGN2XpN3B1t9Yaxa49mmmUNOl4YH83gSE3/zWNr4i22v3FktA/bnhnJc+OisZWIOJBawuTFB7hzyUF+PZGDVKE09xI7HKlFNTy6+jh3f32Y45nl2NuIWDAmir0vjWHu8AjsJKbJ1nfY4EaHq70NL0yIYe+LY5gxMASRADuSChn/6T5e/PmkNYo3EHUyBeuOZnHL5/u555vDbDmVj0KlZpC2Dv7m5G642Jvem6YlqNVqXtl0mtSiGvxc7fhiRh+zCoIVVTWw/azGCdqcJankwmpUavB2tsXX5caePgz2cMDZToJMqTKLiaaO+wdrSlNbTuWbdeRZIhbxxYw++LrYkVJYw/9ZgP5Nc9jbiHnqps7seHYkd8YGYiMWSMyu4NkNJxm6cBcfbT9PbkW9uZfZrlGq1Ow6X8jDK48z/tO9bD9biEiAeweEsOeFMbw4oQuuJj7+m+eS0Az4udqz8K5ezB0ewf+2JbNDq9fwc3wOPYJcmTkwjNtjzXeV3F5JL6ll9eFMfo7PprpBc/VmbyPiztggHhgSRvdA0yv6tpbVRzL542QeYpHAkpl98TajAivAT8ezUajU9AvzMGs5yFJKUgLmz/SJRAJdA1w4llHOufwqfYOxqYkNcad7oCtn86rYGJ/DIyMjzbIOAF8XexbP7MuM747wW2Ie/cI9ecDEvmutIczLic/u7cNrk7qx4VgWa49mkV/ZwJLdF/l6z0Vu7urHg0PDGRrlZZHZZUskv7KeDcey+elYtl7WAzTSHi9PjNELYJqDG+5M3snXhe9m9Sc+s5yVhzLYdqaAM7lV/N+vp3lvaxJ3xAYyc2CYWWT22wtKlZo9yUWsPJzJvpRi/e/DvBx5YHAY9/QLMYuD8PWQmF3Bu1uSAHj1li70Dzetd9CVKFVq1sdlA8YbkWwplhLcWApdA1w5llFOUn4Vd5ppNF8QBO4fHMarm06z9mgmc4dHmFXLZWCEJ69M7MJ//zzHu38k0TPIjdgQd7OtpyX4uNjxxNjOzB8VxT/nCll5KJPDaaX8nVTI30mFRPk4MWtIOHf1DbLYbLM50R3/18dlset8ETrRbHdHG6b2DebegaF0sgAfuhsuuNHRL8yDfmEelNXK2JSQw7q4LNKKa1kfl836uGx6BLkyvX8Ik3sH4u5oa+7lWgSV9XI2HMti1eFMcso1aVxBgDExvjwwJIxRnX3alWhWea2MBWsTkCvV3NLDn7nDI8y9JPYkF5FbUY+7ow23msEkszGXgpsbu99Gh76pON+82im39w7k/a3nyCit4+DFEkZ09jHreh4eEUF8ZjnbzhawYG0Cfzw5HE8nyz9mSsQiJvYIYGKPAFIKq1l9OJNNCTlcLK7lrd/P8uG289zVN5jZw8KJssABCFOTWVrLLwm5/Hw8m/xGWZpBEZ7MHBTKhO7+FjX9esMGNzo8nWx5eEQkc4dHcDS9jPVxWfx1WpPNOZN7lne3nGNsF1/u7hfMqGgfs0jwm5Piain7UorZk1LMznOF1Mk0DXhuDjZMHxDC/YPCzK5Uej0olCoWrEsgt6KeCG8nPpzayyJS0auPaBpFp/YNNuuBQqVScz5f03RvKZkbc3d06Mbhz+ZVoVarzfZ+cbKTMKVvEKsOZ7LqcKbZgxtBEPjwnl6cL6gio7SOJ9YlsGrOQLMoal8v0X4uvHtnD16aGMOmhFxWHc7gYnEtq49ksvpIJp19nRkd48PoGF/6h3uYrCnW3FTWy/nzdD6bEnI4lnHJu8vD0Ya7LShL0xQ3fHCjQxAEBkd6MTjSi7cma7I5mxJyScqvYtvZAradLcDTyZaxXXwZFOHJoAgvQjwdLOKEaEgUShUnsivYm1zMnpQizuRefpUa7efM3OER3N47CAfb9vsBf//P8xy6WIqjrZiv7+9rEenntOIa9iQXIwjwwBDz9i5klNZSLVVgbyOik5mvWi3lIxbj74KNWKCsVkZuRb1Z/c9mDQlj1eFMdp4rJLuszuzq3q72Nix9oD9TvjrIoYulvP/ned6c3M2sa7oeXOxteHBoOLOGhHHoYikrDqaz63wRGC+PCgAAL2lJREFUF4pquFBUw3f703G0FTM0yotRMb6MjvYx+3NvSCrr5RzPKONoehlH0ko5k1upLzuJBBjWyZup/YItLkvTFNbgpgl02ZyHR0RyLr+KTQk5/Hoij5IaKRvjc9ioNY4LcLPXBDqRXgyM8CTS26ldBjuFVQ3sTSlmb3Ix+y8UU9Vw+VhnzyA3RkX7MKaLD31DPdrlY2zMxvgclh9MB2DRtN508beMzMTKQxkA3NTF1+w+TqdzNVOE3QJc29UVuDGxk4iJ8XfhTG4Vp3MqzRrcdPJ1YURnb/ZfKGHZgXTevr272daiI8bfhUXTejN/TQLLD6YT6ePE/RbcYHwtBEFgWCdvhnXypqJOxv4LJZpjZEoxxdVS/jlXxD9aa5RIHydGR/syOsaHgRGeFn/Sb0xlnZy4DE0gczS9lKS8Kq40no/2c+auvsHcGRuEv1v7mZq0Bjf/QtcAV16b1I2XJ3bhcFophy6WcjStlFM5leRXNvBbYh6/JeYBmka1gRGeDI7wZGCEF519nS2uB0WtVlNcIyW1sIb9qSXsSS6+qofA3dGGEZ19GB3tw8hoH3xczDs9ZEj+PlvAy7+cAuCpsZ2Y2MO8fS06SmukbDiuaSR+aJj5e39OaSUSegW7m3chFkbPIHfO5FZxKreSW8zcE/XoyCj2Xyjhx2NZPHVTZ4voc5nYI4Cnb+rM5zsv8MbmMzjZiZnSJ9jcy2oT7o62TO4dyOTegahUapLyq/QXg/FZ5aQV15JWnM7yg+nY24gYEunFoEgvwr2ciPB2ItTT0WKy3OW1Mo6ml3E0vZSjaWWcK6i6yrMtwttJe9GuqVCYS6W9rViDmxYiEYsY0dlHX9+ukyk4kVXB0bRSjqSXkZhdQXG1lK2n8vWS5B6ONvQP9yTcy5EANwcC3Ozxd7MnwM0BHxc7o2mpqNVqiqqlZJTUkllaR3ppLZmltWSU1JFZWkut7HLhKkGAXkFumjRrjA+9g93NqvNiLPalFPPEuhMoVWru6hPEMzebV6ivMSsPZ9IgV9Er2I2hUV7mXo4+c9MzyHKmBi1BRqVXsBvr47AIfaxhnbzoGeTG6dxKfjiUwXNmFp7U8czNnSmvk7HqcCYv/HwKBxuxxVxEtBWRSKBHkBs9gtxYMKYTlfVyDqaW6Mv4hVVSdicXszu5+LL/83e1J8zLkXAvJ8K8HYnwciLMy4kwL0ecDCQ/olSpKa6WkldZT0FlA3kVmq/5lQ363zVuBNYR6ePE4EgvBkV4MjjSCz/X9pOduRbW4OY6cbSV6NOWoDGGPJldwdH0MuLSy4jPLKe8Ts6OpMIm/18sEvBzsdMHO5qvmu89HG1QqUGhUqFUqVGo1I2+qlAo1Zf9Xq5UUVwjJbOkjoxSTUBTL29eeVMkQKC7A/3DPBgd48uIzt54mVnbxdgcTStl3urjyJQqbu3pz4dTe1lMVq1WqtCXpOaPijJ72U+lUnNWF9xYgCSCZbxKGnTB3qmcCrM2FYOmdDJ/VBQL1iWw6nAGj46MNNiJsq3rentyd+pkSjbG5/Dk+hN8N0vM6Bjz2ZkYCzcHzVTjrT0DUKvVnC+oZm9KMUl5VWSW1pJeUktVg4KCqgYKqho4mn61/Y+Pix1hno64OtggEgQkIgGx9iYRCYiu/Kr9G5UaCqsbNEFLRT2F1VKUV9aUmqCzrzODIjWBzMAIzw4r0Gn+T0IHwd5GzCBtOhJAplBxOreSxOwK8ivqya/SvAELKhv0b8K8ygat8FGFwdcjEiDYw5FwbyfCvRwJ83IiwlvzNdjD4Ybp9geNls3clcdpkKsYE+PDZ9P7WFQfyfq4LCrr5UR4OzGhu7+5l0NaiSa752Ajto7AXkGMvwu2EhFVDQqyyurM3hs1sYc/4V6OZJTW8eOxbIuQMwBNhuN/d/eiXq5k66l8Hl0dzw8PDWSIBWQljYUgCHQNcL1qurCiTkZGaZ0+2MksvXQRWlYro7haSnG11CBr0F00B7g7aC+W7fVVgwB3B0I9HS2ifGkKrMGNkbCViPRaOleiVKkpqZGSr4248ys1Ub3u58p6uSZqFwuIRSJ9JH/5V+3vxQJiQcDD0UYbyDgR7u1EkLvDDTe23hTn8qt4cHkcNVIFQ6O8+Pr+fhb1vMgUKpYd0DQ3zxsZaRHlwNO5FQD0CHK1iPVYEjZiEd0CXEnMruBUTqXZgxuxSODRUVG8uuk0y/an8cDgMIt5f4tFAp9Nj0UqV/LPuSLmrjzGmocH0Tf06mNiR8bd0ZZYR9smxQ0r6+VkldaRWVZLnUypz8irGmXqlSou+6pQqVGq1aDWZH0C3TWZ/0Ajtzu0N6zBjRkQiwT8XO3xc7W3eDXP9kxyQTX3f3+Uyno5fUPd+W5Wf4ubZPgtMZf8ygZ8Xey4q695VG+vRNdM3MOC+m0A1GZXutHQK9hNG9xUMLm3+RzbddzVN4hPd6SQV9nAb4m5TOsfYu4l6bERi1g8sy8PrzzOgdQSHlwex5q5g+htPe4BmrJWz2A3iyj/djQsI8S3YsXAnC+oYsZ3RyitldEjyJUVDw20iH6ExsiVKr7cdQHQqLxaSqkwMbsCgN4WMillacoDugmyE1kVZl2HDjuJmIdHaMpRi3elms21vDnsbcR8O6sfA8I9qG5QcP+yo/r3mBUrxsIa3FjpcCTlVTHj2yOU1croGeTG2rmDcXMwv0jflWxKyCG7rB5vZ1uL0QORKpSc1Qo33mjlg5bSN9QdgFO5lcgUlhFI3D84DG9nW7LK6tiUkGPu5VyFo62EFQ8NZGC4J9UNCh74/igJWeX//o9WrFwn1uDGSofibF4lM78/QnmdnN7Bbqx5eJBFmnjKFCq+3JUKaCakHG0tI6t0Nq8KmVKFl5MtIZ7tU9/C2ER4O+HuaINMoTK7z5QOR1sJ80dFAfDFzlSLCboa42wnYcVDAxgU4Um1VMGsZXHEZ1oDHCvGwRrcWOkwnMmtZOZ3R6mokxMb4s7qhwdZZMYG4JeEHHLK6/F2tuO+QZaRtYFLpZY+oe5mH0m3VARBoI+2Z8SSsg/3Dw7Dx8WO3Ip6fo7PNvdymsRJG+AMifSiRqpg1rKjHM+4ejzaipW2Yg1urHQITudUMvO7I1TWy+kT6s6quQNxtQC/qKaQKVQs1mZtHhsdZTHqpXDpZN3HEktSltFPDFwq2SVYSN8NaHpbHh+tyd4s3pWKVNG81pU5cbSVsHz2AIZGeVErUzJreRxxTei/WLHSFqzBjZV2z8nsCu77/ghVDQr6hXmwao7lBjYAP8dnk1tRj6+LHfcNCjX3ci4jsVHmxkrz9NVKPCRYWFllxsBQ/FztyK9s4Kdjlpm9AXCwFbPswQEM7+RNnUzJ7BVxHEkrNfeyrHQgrMGNlXZNXHoZ9y87SlWDggHhHqycM9AiHL6bQ6pQsqRR1saSRtMLqxrIrahHJFg9pf6N3iHuCALkVtRTVHW1pL25sLcR88SYTgAs3p1KwzWUys2Ng62Y7x/sz4jOlwIcnXWNFSttxRrcWGmXqNVq1hzJZOZ3R6huUDAw3JMfHhqIs4WNe1/JT8dzyKtswM/VjhkDLStrc0Jbkor2c7H459HcONtJiPFzASyr7wZg2oAQAt3sKaySsu5olrmXc03sbcR8N6s/Y2J8aJCrWLAugQ+3nW+RjYAVK9fCGtxYaXdIFUpe3XSa1387g0Kl5rZeAfwwZ4DF6dhcSZ1MwZc7Nbo2j4/uZFFZG0A/udK3CVVtS8DSTne658nSJn7sJGIWjNVkb5bsTqW6QW7mFV0bXYDziFar56s9F5nzwzEq6yx73VYsG2twY6VdUVDZwPSlR/jxWDaCAC9P7MKXM/pYzCj1tfhuXzpF1VJCPR0tLmsDEJehOUkPCLes4MZSp7Z0z5PuebMkpvUPIcLbidJaGUv3ppl7Of+KRCzitUnd+PzeWOxtROxNKeb2JQdILqg299KstFOswY2VdsPxjDImLz5AYnYFrvYSfnhoII+NNr+LdksorpaydN9FAF6cEGMx/j866mQKvRP4gHBPM6+mfaB7ns7kVlIrVZh5NZdjIxbx8sQuAHx/II2CSsvpC7oWd8QGsXH+UILcHcgsrWPKVwetfThWrgvLOsJasdIEuv6aGd8dobhaSoyfC388OZxR0T7mXlqL+eyfFOpkSnqHuHNbrwBzL+cqTmRVoFCpCXSzJ9jD0dzLaRcEezgS5O6AUqW2GCuGxkzo7kf/MA8a5Co++TvZ3MtpMT2C3PjjyeEM6+RFnUzJgnUJfPCXtQ/HSuuwBjdWLJrG/TVypZpJPQPY9PhQs7sxt4bUohp+1I7l/t8tXSwy03RMK6Q2IMJyszZqteWd3PSlqXTLG2MWBIH/m9QVgI0JOSTlWYaackvwdLJl5UMDeXRkJADf7L3I7BVxVNTJzLwyK+0Fa3BjxWJpqr9m8cw+Ft84fCX/005/3NzVj0GRXuZeTpPogxsLLElZXih4iYERmtczzkJVdvuGejCpVwBqNSz865y5l9MqJGIRr97alS9m9MHeRsT+CyVMXnzAYiwvrFg2Bg1uli9fTs+ePZFIJCxevPiy+95++218fX2JjY0lNjaW++6777L733vvPaKiooiKiuKNN94w5LKstEPac39NY+LSy9iRVIhYJPDKLV3MvZwmkStVJGRWAJYZ3FgyAyM0mZsTWRUWqwj88oQu2IgF9l8oYV9KsbmX02pu7x3IpseGEeLpQHZZPXd9dYjfT+aZe1lWLByDBjf9+vXjp59+YubMmU3eP2vWLBITE0lMTGTt2rX63+/bt4/169dz6tQpkpKS+Ouvv9i+fbshl2alndAR+mt0qNVq/vun5mp5+oAQOvk6m3lFTXM2r4p6uRI3Bxs6W+gaLZUoH2c8nWyRKlSc0TZkWxqhXo48MDgcgPf/PNcue1e6Bbry+4LhjOjsTb1cyVPrT/D+n+dQKC3PINSKZWDQ4KZ379507doVkah1m92wYQOzZ8/GyckJOzs75syZw/r16w25NCvtgFqpot331zRm6+l8TmZX4Ggr5pmbO5t7Oc1yLF1XkvJAJLLczJgFttwgCIK+7+ZImmWWpgCeHNsJF3sJ5wuq+SUhx9zLuS48nGz54aGBevfzb/elcd/3R8koqTXzyqxYIibtuVm/fj29e/dm7Nix7N69W//7rKwswsIuOSOHh4eTldW8sqZUKqWqquqym5X2zZ7kIsZ/uk/fX/PSxJh22V+jo0Gu5IO/zgPw6MgofF3szbyi5jms9fQZFGGZ/UAW3XTDpefNkr2RPJxseVIr7Pfx9mSLF/ZrDl15d/HMPjjaijmaXsaEz/bx1Z5U5NYsjpVGtCq4GTFiBN7e3k3esrOvbdI2f/58MjIyOHnyJO+++y7Tp08nMzNTf3/jXop/m4pYuHAhbm5u+ltISEhrHoYVC6K0RsrTP55g9opj5FbUE+TuwOo5g3h8dKd211/TmKV708gpr8ff1Z5HRkaYeznNolCq9I7MQ6IsNLixcIZ18gY0TdkyheWeYB8cGk6YlyNF1VI+3t5+RsOb4rZegfz19AiGd/JGqlDx4bZkbl98kFM5FeZemhULoVXBzf79+ykpKWny9m8Bhr+/PzY2GkPDYcOG0adPH44fPw5AaGgoGRkZ+r/NzMwkNLR5BddXX32VyspK/e3fAisrlodarWZjfA43LdrL5sQ8RALMHR7B38+OZHhnb3Mvr01cLK5hyW6NOeb/Tepq0erJp3MrqZEqcHOwoVuAq7mX0y6J9nPGy8mWBrmKxOwKcy+nWewkYv57Z08AVh3J1HuJtVfCvJxYPXcgn9zTG3dHG87lV3HnkoO8uyWJOplliSpaMT0mK0vl5Fyq8164cIHExER69tR80O655x5WrlxJbW0tUqmU5cuXc++99za7LTs7O1xdXS+7WWk/ZJXW8cCyOF74+SQVdXK6+Lvw6+PDeOO2bu22DKVDrVbzf5tOI1OqGB3jw2QLFOxrjK4kNTjS06L7bSwZQRD0Wa9DF0vMvJprM7yzN3f1CUKthlc3nW73pRxBELi7XzD/PDeKO2IDUalh2YF0xn+6j73tcDLMiuEwaHCzZs0agoOD+fnnn3njjTcIDg7mxIkTALz22mv06NGD2NhY7r33XpYsWUJ0dDQAo0ePZtq0afTs2ZOuXbsyfvx4Jk6caMilWbEAFEoVS/deZPxnezmQWoKdRMRLE2P448nh9A5xN/fyDMLPx3M4ml6Gg42Yd+/oYfGltcMXNcHN0CjLz5ZZYD+xHt3zd+ii5fbd6HhtUlc8HG04X1DN9/vTzb0cg+DtbMfn9/ZhxUMDCHJ3IKe8ngeXx/HMjycorZGae3lWzICgtkTZz1ZSVVWFm5sblZWV1iyOhXImt5KXfznFWa1K6tAoL96f0pNw7/Y5CdUUJTVSbvpkL5X1cl67tSuPaNVVLRWZQkWv/2ynQa7i72dHEu3nYu4lNckHf53nm70XmTs8gjdu62bu5TRJRkktoz/eg41Y4NRbE3CwtSzH9yvZGJ/DCz+fxN5GxPZnRrbbicSmqJUq+OTvFH44lI5KDR6ONrxxWzem9Amy+IuNGxFjnb+tCsVWjEq9TMn7f57j9sUHOJtXhZuDDR9O7cXahwd1qMAG4N0tSVTWy+ke6MpDw8LNvZx/JTG7gga5Cm9nW6u+TRsJ83Ik0M0euVLN8UzLHQnXcXffIIZGedEgV/H6b2cs0trienGyk/Dm5G5senwYXfxdKK+T89xPJ5m1PI7ssjpzL8+KibAGN1aMglqtZndyEeM/28u3+9JQqWFy70D+eW4U0/qHdLgrqL0pxfrG6IV39UQitvyPlq4/ZHCkV4d7PUyNpu+m/ZSmBEHgv1N6YivR2Br8lphr7iUZnNgQd/54cjgvTojRP85xn+5l0Y4UKuvb5yi8lZZj+UdgK+2OQ6kl3PPNYR5acYzssnoC3exZPrs/X87og4+LnbmXZ3CqG+T836bTgGbctlewu3kX1EIOpbaffhuwTBG/xgzrpGkqPnDBspuKdUR4O/H0TRpxyf/8kURRdYOZV2R4bMQiFozpxPZnRjI40pMGuYovdl5g+P928cXOC+1W78fKv2MNbqwYjKNppUxfepiZ3x/leGY5dhIRj4yI4O/nRjG2i5+5l2c03v/zHLkV9YR6OvLihBhzL6dFVDfISdCOAo+w8NH79pJUGq7VuzmTV0lZbftwr543MpLuga5U1Ml57deOVZ5qTIS3E+sfGcxX9/Ul2s+Z6gYFi3akMOLD3Xy1J5VaqXV0vKNhDW6stJn4zDLu+/4I0789wtH0MmzFImYPDWffS2N4bVI3nNv5ePe12JdSzPo4jc7Sh1N7WbSmTWOOpJWhUKmJ8HYixNPR3MvpEPi62tPF3wW1GvZfaB9jyDZiER/f0xsbscCOpMIOWZ7SIQgCt/YM4K+nR/LFjD5E+jhRUSfnw23JjPhwN9/uu0i9zDLNT620HmtwY+W6OZFVzqzlcdz99WEOppZiIxa4f3Aoe14czdu3d8fP1XItBwxBVYOcV345BcDsoeEMjmw/Cr86d2hLz9q0N0ZqDV73t5PSFEDXAFd9eeqtzWcprOp45anGiEUCt/cOZMezo/h0em/CvRwpq5Xx/p/nGfHhbpYdSKdBbg1y2jvW4MZKqzmdU8mcH44x5atD7EspRiISmDEwhN0vjOa9O3sS6O5g7iWahPe3niOvsoEwL0demtg+ylE6dJmFEZ0t321dV5VSW7TSjYaRnXXBTXG7KvHMHxVFzyA3qho05rXtae3Xi1gkMKWPRgDww6m9CPZwoKRGyrtbkhj10W5WHc5AqrAGOe0Va3BjpcWczavkkVXHmbz4ALvOFyESYGq/YHY9P5qFd/Ui2OPGKW/sSS7Sm3x+NLV3uylHgUYhOqO0DolIYHCkp7mX06HoH+6BvY2IwiopKYU15l5Oi5GIRXwyrTe2YhG7zhexMb59OodfDxKxiGn9Q7THsZ4EutlTWCXlzc1nGf3RHtYcybT25LRD2s8R2YpZqJcp2XY2n1/iczmQqkm1CwLcGRvEUzd1JqKDadW0hKoGOa9qp6NmDw1nYET7ChD2p2qyNn3DPHCxtzHzajoW9jZiBkV4sTelmH0pxcT4W6YwYlNE+7nw7Lho/rftPO/8kcTwzt4EuN0YWVgAW4mIGQNDuatvED8dy2bx7lTyKxt4/bczvP/nOW7tGcDdfYMZFGG1KmkPWIMbK1ehVqs5nlnOxuM5bD2dT432qkUQNG68T9/UiU6+7eegbWje25JEfmUD4V6OvDShi7mX02p0/TYj20m/TXuZltIxorO3Jri5UGzxKtVX8siICLafLSAxu4KXfznNyocG3HAaSHYSMQ8MCeee/iGsO5rFysMZZJbWsTE+h43xOQR7OHBX32Cm9g0m1OvGyVa3N6zBjRU9ZbUyNiXksC4ui7TiWv3vQzwduLtvMHf3Db7hJ2t2ny/ip+M5mnLUPb0tXmb/ShRKlV7fpj302zSmvbSBjIr24b2t5ziaXkadTNGuSpYS7fTUrV/s108CzhwUau5lmQV7GzFzhkfw0LBw4jPL2Rifw9ZT+eSU1/PFzgt8sfMCIzp7M2NgKDd39cNWYu3ysCTaz6fOilFQq9UcSStjfVwW284UINO6BDvairmtlyYNOyDcmoYFTfD3knY6as6wCAaEt69yFEBCVgXVUgXujjb0CHIz93JahED7eu918nUmxNOB7LJ69l8oYUJ3f3MvqVV08nXmxfEx/PfPc7y3NYnhnbxv6AyFIAj0D/ekf7gnb03uzt9JBWyMz+FAagn7L2hu3s62TO0Xwr0DQjqcrUx7xRrc3KCU1cr4JT6H9XFZpJVcytL0DHJj5qBQJvcO7ND6NK1FrVbz+m+nKa6W0tnXud2I9V3JznOFAIyO9kFsDViNgiAI3NTFjx8OZbDzXGG7C24A5gyPYMe5QuLSy3jup0Q2PDrE+n4BHGzF3BEbxB2xQWSX1bHhWDYbjmdTXC3lm70X+f/27j0qquveA/h3ZoBBYIb3Q2EAeYPyUCKxaYgmViVpkqZNNdpGjU1vTV3XZt3c2nVNG41dJul1md5bTWxNbrVqWjWmZllrSEx9oEmaolFAhBEUlQEZHsNjXjDDML/7x8ABFKPg4HAOv89as4Y5m5nZ8+Mw53f23mfvPxRdxjeTQvH93BjMSolAiL+Pp6s8bvHRa5wgIlQ2mFBU1YyiqiacudoGh9PVzu/vo8B3pkVj8YxYZMaI42z+XjtYch0fndfDSy7D/zyTA19vcXVH9flHb3LzSLp0Z4weC76V7kpujmmb4XSS6Fo+FXIZ3lyQjUd/dwpnrrVh28nLWDk7ydPVGlM0IX74+fxUvPitZBytbMKe4lqcrG7G55cM+PySATIZkBUThFkp4ZiVEo4cTRAniPcQJzcS1m6141R1S29C04xmk21QeVZMIH6Q52ql8edWmlu6ZrDglYPlAIAX5ySLpjvnRldbLLjcbIGXXIZZKeIabyM2eZNDoFJ6ocVsQ2ldO6bFBnu6SsOmCfHD2icy8IsPyvDmkSrkaIJEsw7ZveStkKNgahQKpkZB12rF/jM6HKlohFZvQqmuHaW6dmw+Wo3ACd54MDlMSHakPsmpp/ERTUJ6nISyunYhmSnVtcM5YBCmn48CDySGYlZKOB5KCUdcKPcN347V7sCK3V/B1OVAblwwfjo70dNVGrGj2iYAwIz4EARO4EvAR5OPlxwPpYTj8PkGHK1sEmVyAwALcmPwZY0BB87WY9VfzuHQqgfHzSSdI6EJ8cNL81Lx0rxU6Du6cLLa9V18qqoZHZ3dOFzWgMNlDQCAtCgVZqW6Ep374kJ4QLKbSSq5cfQOhh0vrHYHqhrNqLhuxD9rDDhV3Yx26+BVbtOiVMKZQm58MJRe4uxO8QQiwpoD56HVmxAWoMTWH06Hl0K8X0B9423mpEd4uCbDI9YrkeekR+Dw+Qb8o7IRPxfpGC2ZTIbXv5sJbYMJFQ1G/PTPZ/H+ipn8PXIHogJ9sfA+DRbep4Gjx4nSug7hxLOsrh1avQlavQnbimrg76NAVkwQ0iaqkB6lRtpEFVIiVaLt/r6dTnsPqhpNuKg3oaSmYVTeQ1LJzYzXjiJVE4G0KBVSo1RIm6hGWpQKESqlqOdqcDoJdW2dqNQboW0wQas3Qqs34arBctPlsSpfL+T3Nn0+lBI+ribhcrcdn1/FwZLr8JLLsPWH00XdjGzs6kbxlVYArvEgbPQ9nBoBuQzQ6k2oa7OKdgZvX28Fti3JxeNbPkOprh2v/q0Cb3wv09PVEhUvhRy5ccHIjQvGS3NT0Gqx41Rvq87Jqma0mO34Z40B/6wxCM+Ry4D4MH9XsjPgeBYTPEE0xzOnk1DbahWOWRd7E7qBxy6nzToq7y2p5Ka7x4mKBiMqGoyDtgf7ebuSnSg1UiJdiU9KZMCYnJ3VbHPgaosFF6534Hx9ByquG3FRb4LlFqvVhquUSItSIUcTJAxaE3PrwljxrxoDXvuoEgDw8mPpopuF+EZFF5vhcBISwv35UtV7JNjfB7lxwTh9tQ3HtE1Y+o14T1dpxDQhfti8eBqe21GMPcW1yI4JxKK88Tn/jTuE+PsIV105nQSt3oQL1zt6W3OMqGwwodViR02zBTXNFhw+39+6oVJ6ITVKhfSJakwKmoBwlRLhKiUieu9D/Hzu2QB2p5PQZrWjxWyHwWxDs9mGJqMN1U2uRKaq0YzOWyxCGuLvg7QoFeLUYfjNKNRNUslN4Yv5qLdgQIZoxJUWC9qs3fiyphVf1rQO+v2wACXCAnyE+9AAJUIDfBDm33sf0H9/N82DTieh1WpHk9GGJlMXmk02NJlsaO69NZm6hMfWWyQxPl5ypEQGIK03i0+fqEZqlAphAcoR14sNrb69Eyv/fBY9TsJ3ciZh+TfjPV2lu/ZphatLSsytNmJczPFb6ZE4fbUNRy40ijq5AVyTE/7n3BRsOlKFVw6WIzkyALlx4k76xwK5XIaMSWpkTFIL24gIzWZbf0t9gwmVehMuNZlgsjlw5lobzlxrG/L1FHIZwgJ8EKHydSU+AUpEqF2JT+AEb8hk/TNHyWSueaT6GoJkGNgN7Npu7nKgxWzrvdkH3bda7Ohxfv3/Zd+xKzVSjfSJrsaF1CgVwgNcPSpGo5GTm9vRhPhhSrwa8wbMK9HV3YNLTWZUNhhdfXyNZlTpTdAbu4Q/GGC67Wv7+ygQGqCEt0LmWpuYAIJrJ3Tdu1YtdvYO++nb7nDSHe0AAwVO8MaUSWpkRgciY5IaUyapER/qzy0y90CnvQc/2XUGBosdUyap8ZvvZYmmCfhW7A4njvcOJp4/RXzJjZijP29KFN4o1OLLGgParXYE+Yl73pOVs5Nw4boRheV6rNh9FodWfZO7vkeBTCZDhMoXESpfPDTgysbuHidqmi2oaOjARb1ZOFnuuxl6jzWNRhsajbaveQf3CvbzRuiAxoKE8ADhZDw+1M8jxy5JJTdD8fVWYGp04E2X77Zb7ahv7xSa0wxmO1osNrSY7DBYXI8NvRmqvccJi70HltaR9w3KZECov+sPH6H2FZoQI1RK106s7s+wxTRdu5QQEX7x1zJcuG5EiL8Pti3JFd3yCkP54nILTDYHwlVKTNOI86odsZoc5o+0KBW0ehOOVjbh6dwYT1fprsjlMmxakI0rLRZo9Sas2P0V3l/xDckOfB1rvBVyoeVjKN09ThjMdqFHoL93wHXf0dkN12l33wl5L+q7I2EsTN/Ju7/S64Zejv4ejXCVEiH+PvAegyfe4/YoGuTnc0dnUUQEk80hJDvdPdTblOfKrvt/htDc138PyGUyYWcYizsA67ftZA0OlfYPIBbrANAbfXJBDwCYlxEpusnkBhJfp5TL/ClR0OpN+PiCXvTJDQD4K73w7tL78MRbn6GsrgNrDpzHbxdmi76FUwq8FXJEBfoiKtAXgDjn43KXcZvc3CmZTAa1rzfUvt6YzAMxJevExSb898daAMC6JzIwMyHUwzVyjx4nCeNtCqaKbxkAKSiYGoXfHa3GyapmWGwOSUyYqQnxw9YfTMeS7cX48Fw9MiaqRbcCOpM2bkpg415Nsxmr9pwDEbA4T4NnZ8Z5ukpu89W1NrSY7VD7eok3YettERDheGIArrmm4kL9YHM4UVTV7OnquM0DSWFY+3gGAOCNwkpJfTYmfpzcsHHN1NWNf9t1BqYuB+6LC8b6J6dKqnm9r0tqTnokd4t6iEwmQ0HvRQ6F5XoP18a9ln4jDs/cp4GTgH//y1nUNJs9XSXGAHByw8Yxp5PwH/tKcLnZgii1L7Y+O11SU6ATkZDciHFlaimZ39sleKyyEV23mPdDjGQyGX791BTkxgXD1OXoPVHovv0TGRtl0vkmZ2yYfvtpFf5R2QSllxzvLM1FhEq8MxAP5cJ1I+raOuHrLZfEQpkk2iHFQE5MECLVSljsPfj8Uounq+NWSi8Ffv/sdESpfXG52YIX95YMa+oLxkYDJzdsXDpUeh1vHb8EAPjN05nIignybIVGQd+sprNTIkR9SbsUOgnlchkenToRAISFE6UkQuWLd5bmQuklxzFtEzYduejpKrFxjpMbNu6U13dg9QelAIAVDyXgu9PEf3nujYhIOIg+nj3Rw7VhAPB4luvvcKRCWl1TfbJigrDx+1kAgN+fuIz3z+g8XCM2nnFyw8aVKy0WPLfjNLq6nZidGo5fFKR5ukqjorzeiNpWK3y95XgkTVyrgEvV9NhgTAz0hdnmkOyVRd/JicbK2YkAgP/6a5kkW6mYOHByw8aNujYrfvjul2gx25A+UY3Ni6dBIeJJ7b7O389fBwDMSYsU/YzXfRevifVS8D5yuQzfznS13vxdwgf91fNTsWiG6wqqF/eewzFto6erxMYhTm7YuNBk7MKz//cvXO/oQkK4P3Y/nwf1GFwV3h0GdUllcZfUWPJ49iQAwNHKRnTeYpFcsZPJZHjtu5l4MnsSHE7CC++dxRcSG0TNxj63Jjcvv/wy0tPTkZ2djby8PBw7dkwoczqdWLVqFRITE5GUlIStW7cOeu6GDRuQmJiIxMREvPLKK+6sFhvnWi12PPvHf+GqwYqY4An484/vl/Rq6qV1Hahr64SfjwKzU7lLaizJjgmEJmQCrPYeHOtdzFSKFHIZ3lyYjbkZkbA7nPjxrjP46harWDM2Gtya3OTn5+Ps2bMoLS3Fu+++i6effhpdXV0AgPfeew8VFRWoqqpCcXExNm7cCK3WNd39yZMnsWfPHpSVlaGiogKFhYX45JNP3Fk1Nk4Zu7qxbHsxqhrNiFQr8Zcfz5T8KsaHy3q7pNIjRX2VVB+ZJK6XcpHJZPh2pqv15u+9fyep8lbIsWXxNDyYFAarvQfP7ShGeX2Hp6vFxgm3dsY/+uijws+ZmZno6elBS0sLYmJisG/fPrzwwgtQKBQICQnBwoULsXfvXrz66qvYt28fnnvuOfj7u9Zu+tGPfoQ9e/Zg/vz5Q76PzWaDzda/nHtHh+sfxmg0uvPjMAlYd7AcpTUNCPbzxh+eyUGQt0PS+wkR4W+nL8Np68LsyQGS+KxdFjOcNiu6rGZJfJ7Zk/2x9YgVn5Zehb5gsujHRN3OpqeSsWKXEed07fjJH0/h0KoHebZsJuj7nyY3D6obtf+qHTt2IDExETExrstsa2trERfXv2ZPfHw8zpw5I5TNmjVrUNkHH3xwy9d+4403sH79+pu2azQad1WfSYwOwPTXPV2Le+v7/+vpGrjXb3tvUjJxk6drcG/pAISt83Qt2FhkMBgQGOi+lcyHldzk5+ejsrJyyLJz584JycXRo0exfv16fPrpp4N+Z+CaPTdmaV9XdqM1a9bgpZdeEh63t7cjLi4OtbW1bg3OeGQ0GqHRaKDT6aBWqz1dHVHjWLoHx9F9OJbuw7F0j46ODsTGxiIkJMStrzus5ObUqVO3/Z2ioiIsX74chw4dQmpqqrA9NjYWV69exYwZMwAA165dQ2xs7KCyPgPLhqJUKqFU3jwgNDAwkHcyN1Gr1RxLN+FYugfH0X04lu7DsXQPudy9XZVufbWTJ09iyZIlOHjwILKzsweVLViwANu2bUNPTw9aW1uxb98+PPPMM0LZzp07YbFYYLPZsH37dixatMidVWOMMcbYOOHWMTfPP/88bDYbli9fLmzbvXs3MjMzsWTJEpw+fRopKSkAgNWrVyM9PR0AMHv2bCxcuBCZmZkAgEWLFqGgoMCdVWOMMcbYOOHW5Ka6uvqWZQqFAm+//fYty9euXYu1a9eO6H2VSiXWrVs3ZFcVGx6OpftwLN2D4+g+HEv34Vi6x2jFUUbuvv6KMcYYY8yDeLIBxhhjjEkKJzeMMcYYkxRObhhjjDEmKaJLbn75y18iMzMTOTk5yMnJwb59+4QyXpxzeHihU/fZvn07MjMz4eXlhbfeemtQGcfy7lRXV+OBBx5ASkoK8vLyUFFR4ekqjUk/+9nPEB8fD5lMhvLycmF7U1MTCgoKkJycjKlTp+Kzzz4TyqxWKxYvXoykpCSkpKTgwIEDnqj6mNPV1YWnnnoKKSkpyMnJQUFBgTAXG8dzeObNm4esrCzk5OQgPz8fJSUlAO5BHElk2trahJ/r6+tJpVJRa2srERHt3LmTHnnkEXI4HGQwGCguLo4qKyuJiKioqIgyMjLIbDZTV1cX5ebm0scff+yJjzBmfPTRR2S1WomIqKSkhIKCgqizs5OIOJbDVVJSQhUVFbRkyRLasmXLoDKO5d15+OGHaceOHUREtH//fpo5c6ZnKzRGFRUVkU6no7i4ODp//rywffny5bRu3ToiIiouLqbY2Fjq7u4mIqL169fTsmXLiIiopqaGIiMjhe/T8ayzs5MOHz5MTqeTiIi2bNlCc+fOJSKO53ANPGZ/+OGHNG3aNCIa/TiKLrkZSKvVklqtppaWFiIieuyxx+j9998XylevXi0Eb+XKlbRx40ah7O233xaCx4h6enpIpVKRTqcjIo7lSC1btuym5IZjOXKNjY0UGBgofOk5nU6KjIykK1eueLZiY9iNyY2/vz81NTUJj2fMmEHHjx8nIqKMjAwqLi4WyhYsWCAkkqzf6dOnKTExkYg4nnfjT3/6E+Xm5hLR6MdRdN1SALB582akpqZi+vTpeOeddxAaGgpg6MU5a2trb1vG7myhU47lyHAsR06n02HSpEnw8nJNySWTyRAbG8sxukMGgwFOpxPh4eHCNt7/hm/z5s144oknOJ4jtHTpUmg0GvzqV7/Czp0770kcx1xyk5+fj7CwsCFvOp0OgKtv+eLFi/jiiy+wYcMGGAwG4fnuWpxTCu4klkD/Qqd79+4d9HyOZb87jeWtcCxHbmB8AI7RcN0ufrz/fb3XX38d1dXVeO211wBwPEdi165d0Ol02LBhA1avXg1g9OM45pKbU6dOoaWlZchb36rjfbKzsxEdHY0TJ04A+PoFOIe7OKcU3Eksb7fQaR+O5Z3vlzfiWI6cRqNBXV0dHA4HANeXnE6n4xjdob5W7ebmZmEb7393btOmTThw4AAKCwvh5+fH8bxLy5Ytw/Hjx4XHoxrHEXSbeVRFRYXw86VLlygiIkLYtmPHDpozZ44wcDM2NlYoO378OE2ZMmXQwM3CwkKPfIaxoqioiDQaDZ09e/amMo7lyAw15oZjeXdmzZo1aEDx/fff79kKjXE3jrlZtmzZoIGbGo1GGMO0bt26QQM3IyIiyGAw3Osqj0lvvvkmTZ8+/aaBrBzPO9fR0UH19fXC4wMHDlB0dDQ5nc5Rj6Pokpsnn3ySMjIyKDs7m3JzcwcN1HQ4HLRy5UpKSEighISEmw4y69evp8mTJ9PkyZNpzZo197rqY05SUhJFRERQdna2cCsrKyMijuVw7d69m6Kjo8nPz4+CgoIoOjpaSBo5lndHq9XSzJkzKTk5mXJzc6m8vNzTVRqTVq5cSdHR0aRQKCgyMlIYAKvX62nu3LmUlJREGRkZdOLECeE5ZrOZFi5cSImJiZScnEz79+/3VPXHFJ1ORwAoISFB+G7My8sjIo7ncNTW1tKMGTNo6tSplJWVRXPmzKFz584R0ejHkdeWYowxxpikjLkxN4wxxhhjd4OTG8YYY4xJCic3jDHGGJMUTm4YY4wxJimc3DDGGGNMUji5YYwxxpikcHLDGGOMMUnh5IYxxhhjksLJDWOMMcYkhZMbxhhjjEkKJzeMMcYYk5T/B+hRv0nLMwVjAAAAAElFTkSuQmCC", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -206,7 +203,7 @@ "ca = ttim.CircAreaSink(ml, -200, 0, 100, tsandN=[(0, 0.001)])\n", "w = ttim.Well(ml, 200, 0, rw=0.1, tsandQ=[(0, Q)])\n", "ml.solve()\n", - "ml.contour([-300, 300, -200, 200], ngr=40, t=20)" + "ml.plots.contour([-300, 300, -200, 200], ngr=40, t=20, labels=False);" ] }, { @@ -256,19 +253,19 @@ "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], "source": [ - "ml.xsection(-200, 200, 0, 0, t=[0.1, 100], layers=[0, 1], sstart=-200)" + "ml.plots.head_along_line(\n", + " -200, 200, 0, 0, t=[0.1, 100], layers=[0, 1], sstart=-200, figsize=(8, 3)\n", + ");" ] }, { @@ -278,32 +275,25 @@ "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ - "
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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], "source": [ - "ml.xsection(-500, 500, 0, 0, t=[0.1, 100, 1000], layers=[0, 1], sstart=-500)" + "ml.plots.head_along_line(\n", + " -500, 500, 0, 0, t=[0.1, 100, 1000], layers=[0, 1], sstart=-500, figsize=(8, 3)\n", + ");" ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -317,7 +307,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.2" + "version": "3.11.4" }, "latex_envs": { "LaTeX_envs_menu_present": true, diff --git a/docs/03examples/compare_wells_linesink.ipynb b/docs/03examples/compare_wells_linesink.ipynb index 86ad85d..8e2d531 100644 --- a/docs/03examples/compare_wells_linesink.ipynb +++ b/docs/03examples/compare_wells_linesink.ipynb @@ -16,7 +16,9 @@ "import matplotlib.pyplot as plt\n", "import numpy as np\n", "\n", - "import ttim" + "import ttim\n", + "\n", + "plt.rcParams[\"font.size\"] = 8.0" ] }, { @@ -83,25 +85,25 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], "source": [ + "plt.figure(figsize=(4, 3))\n", "plt.semilogx(t, h1a[0], \"b\", label=\"line-sink\")\n", "plt.semilogx(t, h2a[0], \"r--\", label=\"wells\")\n", "plt.semilogx(t, h1b[0], \"b\")\n", "plt.semilogx(t, h2b[0], \"r--\")\n", "plt.xlabel(\"time\")\n", "plt.ylabel(\"head\")\n", - "plt.legend()" + "plt.legend()\n", + "plt.grid()" ] }, { @@ -111,8 +113,9 @@ "outputs": [ { "data": { + "image/png": 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", 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", 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", 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" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" - }, + } + ], + "source": [ + "ml.plots.contour([-2, 2, -2, 2], [40, 40], t=5, figsize=(4, 4), labels=False)\n", + "ml2.plots.contour([-2, 2, -2, 2], [40, 40], t=5, figsize=(4, 4), labels=False);" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "min and max head: -9.012846783998464, -5.765937860023954\n" + ] + } + ], + "source": [ + "xg1 = np.linspace(-2, 2, 100)\n", + "ygtop = np.linspace(1e-6, 2, 50)\n", + "ygbot = np.linspace(-2, -1e-6, 50)\n", + "htop = ml.headgrid(xg1, ygtop, t=5)\n", + "hbot = ml2.headgrid(xg1, ygbot, t=5)\n", + "print(f\"min and max head: {np.min(htop)}, {np.max(htop)}\")" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ { "data": { - "image/png": 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", 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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], "source": [ - "plt.figure(figsize=(12, 4))\n", - "ml.contour([-2, 2, -2, 2], [40, 40], t=5)\n", - "ml2.contour([-2, 2, -2, 2], [40, 40], t=5)" + "plt.figure(figsize=(4, 4))\n", + "plt.subplot(aspect=1)\n", + "plt.contour(xg1, ygtop, htop[0, 0], np.arange(-10, 0, 0.5), colors=\"C0\", linestyles=\"-\")\n", + "plt.contour(xg1, ygbot, hbot[0, 0], np.arange(-10, 0, 0.5), colors=\"C0\", linestyles=\"-\")\n", + "plt.title(\"Top half: line-sink, bottom-half: row of wells\");" ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -173,7 +200,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.4" + "version": "3.11.4" }, "widgets": { "state": {}, diff --git a/docs/03examples/line_sink_well_sol.ipynb b/docs/03examples/line_sink_well_sol.ipynb index d8560ec..8d8817d 100755 --- a/docs/03examples/line_sink_well_sol.ipynb +++ b/docs/03examples/line_sink_well_sol.ipynb @@ -16,7 +16,9 @@ "import matplotlib.pyplot as plt\n", "import numpy as np\n", "\n", - "import ttim" + "import ttim\n", + "\n", + "plt.rcParams[\"font.size\"] = 8.0" ] }, { @@ -53,9 +55,9 @@ }, { "data": { - "image/png": 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", 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", "text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -80,7 +82,9 @@ " ml, list(zip(xls, yls, strict=False)), tsandh=\"fixed\", layers=0, label=\"river\"\n", ")\n", "ml.solve()\n", - "ml.xsection(x1=-200, x2=200, npoints=100, t=100, layers=[0, 1, 2], sstart=-200)" + "ml.plots.head_along_line(\n", + " x1=-200, x2=200, npoints=100, t=100, layers=[0, 1, 2], sstart=-200, figsize=(8, 3)\n", + ");" ] }, { @@ -98,9 +102,9 @@ "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", "text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -110,9 +114,11 @@ "source": [ "t = np.logspace(-1, 3, 100)\n", "Q = ls1.discharge(t)\n", + "plt.figure(figsize=(8, 3))\n", "plt.semilogx(t, Q[0])\n", "plt.ylabel(\"Q [m$^3$/d]\")\n", - "plt.xlabel(\"time [days]\")" + "plt.xlabel(\"time [days]\")\n", + "plt.grid()" ] }, { @@ -145,9 +151,29 @@ "outputs": [ { "data": { - "image/png": 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", + "image/png": 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YceU7e/H1wSqfv2+oUoprJzHT3D8dr+3Vc2dlMbrztgL3ZA8A8SE9d+S4q+ztbIO11w1aTsZxU9lzmn13vRw7RaOabTL3xWPPVfVTUsN61Qz34+zhJ/tzAHk17Vjx8QEsf3cvDpS3Qiom8fcLUrDzkVl48KLMc6qK7wmGRavw493TMHd4FCw2Co98dwL//P4kzDa7T9938WgmX2ZHYRPaPdgfu4Kbpt1R2OiWTIGe6fa8197sprKn+2a97K5Ba7Jwlb1nZbdBa4LFTkFMEojtg4vrd/8g1YDBr9kPYpQ06vDKH0X49STzARGTBJZPSMA9s9MRE+Q9u+RghFouwXs3jMOaP0vwypYifLm/Evm1Wrx9/Viffe1Z0WpkRgWiqKEDm/LqsXxCz6y8uQkhCFZIoDFYcbRKgwnJwg3entkvOa+9u8qe+VvcWxnHQ4OWpmkYeijjcLbL+JCAXl9d1LebcLRSAwCYN6L/HFe9wc6iJry4qQBVrUZIRCQkIsLpb6mY7HK7w33c/8UEYoICsGx8/KAZIgT8ZD8oUasx4pU/irDhSDUoGiAI4LLRsbh/biaSw/vWFDsXQZIE7pmTgez4INz/1TEcq9Jg8Ru78Po1YzA1Ldwn73np6Fi8tLkIP5+o7THZi0gCF2ZG4MdjtdhW0Oie7HtQ2av5KVp3mj3D9r3NxuEbtAI+e6ud5jN3upNxKrmYhD5Mzv6RzxQtYxODEaUePCQIML2E5349jc35DV57zVe3FGHx6FjcPiMNw6K9m2DZF/jJfhBBa7Li7e2l+GhXGZ9LM29EFP4xb9ig+GUZKMwaFomf756O2z8/jNN1Wlz3wX7cNTMN98/N9Hp09WKW7HeXNKNRa0JkD0lpdlYkfjxWiz/yG/DogizBx3AaN1cdC4Fz6bQZPMtIfQ2bE5qp0jsEuXVX2Zc1s83ZPuj13BXqYHLhtOkteH1bMT7fVwGrnYaIJHDTlGRcPTEBFE3DaqNhsVOwsn9sduf/O97P3WexUdhV0ozDFW3YcKQGG47U4KIRUVg5Kx25CcED9rX6yX4QgKZpfHmgEi9vLkKr3gIAmJQSiscuzsKYxJABPrrBgcQwBTbcORVP/nQK6w9VYc2fpVBIxVg5K92r75MUpsS4pBAcrmjDD8dqepyzNCsrElIRiZLGDhQ16JAZ5XpyTo9kwtYqWvQwWe2CVXRMEHNyqWkTlnoiVIy1s0lnFrzfHbjfqxCla3+nuYN5raAASbcnz+IGHQAgM6p3wXHNHWbsL2sBACzM8Zwj1B8wWe34dE853vyzhG+Gz8iMwP8tHO6VwuqBizJxrEqD93aW4re8evyR34A/8hswLT0MK2emY0pa/2/V85P9AENrsuKRb07wjavUCCVWXTwcc4dHDvgQ1GBDgFSEF64chQuHReDDXWW4eVqyT97nirFxOFzRhu8O1+DvF6T26OeglktwQUY4thY04o/8BkGyj1TJEBQgQbvRitKmDoyMdZ24TQjxLPVEs1cade0mwfvdgTs5RAjMATSy90WqhGcEHFHIk33vCPH3vHpQNDAqPqjPw1jeAEXR+PlELV78vRA1GuaEmhWtwj8XDscML0/z5iYE463rxqG0qQNvby/FD0drsLukBbtLWjAmMRgrZ6ZjTj9+zv1kP4A4VduOu744gooWAyQiAo8uyMJNU5P9W7W6wcKcGFycHe2zD8minFg89XM+Cht03WbeOGJKWhi2FjS6nQ1g5gkCcbC8DcUNwmQfH8o0cavdVPbRbHO6a5hdd+Cq93ABsudPBN2Qvd5s44+rt2T/68k6AANb1e8704Lnfj2NE9XtAIAotQwPzRuGK8bG+zRPPy0iEC8tG43752bg/Z1n8NXBKhyt1ODWzw4hK1qFO2emYdGoWJ9n+vtZZQBA0zTWHajE5W/tQUWLAXHBAfjmjqm49YJUP9H3EL6shoIUElw0nHGLbDhS0+Pn5bAnhZMsmQghgyXJIrZC7grOi99utAouMeFknt5W9s0djIwTLkDoTT2s7IvZSe0IlQwhvZhsbu4wY98ZRsK5ZADIvqRRh1s/PYir39uHE9XtUEpFeGheJrY/NAvLxif02+KU+BAFnrosG7senY07Z6YhUCZGQb0O9311DHNe3o6vDlT61F7sr+z7GQaLDf/6Pg8bjjIkMjsrEq8sH+0fMPESbHYKYhEJO0Wf1Yd46bg4/HKyDj8eq8GqhVk9OgmPjAsCQQC17Sa30QnDuiH7QDY2uM1gRXWrESNinTX2aJbsmzvMsNgoSMU9Kw48VfaNOubE0V1lX1Svc/oaeopNpxgJJyeufyWcJp0Zr24pwlcHq/jfh2smJuC+OZndfq2+RIRKhkcXZOGOGWn4bG85PtpdhvIWAx7bcBKvbinG9eN8Ew7nLyP7ESWNHViyZjc2HK0BSQCPLBiGD24c7yd6L6FJZ8abf5YAcJ4wLW3qgMZg4WN8e4ILMiIQHihFi96CnUWeJ2M5BMrESGGtsSdrhKv7DLaxWdTQ4fZ1PFk0QxVSSEUkaLqTpHuCZg9STU9lnL7q9f0t4Rgtdry5rRgz//snvthfCTtFY+7wKGy6fwaeWZIzoETviCCFBPfMycDux2bj8UUjEKWWoV5rwou/F/rk/fxk30/48VgNLn1zF4oaOhChkuHLv0/GXTPTe+2X9sM9IlQyVLYY8M/vTwJgSP7+r47i5o8P4v9+yMPdXx7p8WtJRCQuy40DAHx3pLrHz+OknDw3ZM8RZVWbAQaL8OBUgodYBZIkEBXEkFV9D6UcmqY7ZZxA18Kis0Hr2WbKXY0Mi+65E6elw4y9pf0n4ZQ36zHn5e14aXMR9BY7RsUH4avbJuODm8bzbqjBBoVUjFumMxPxq6/IQWKob4YG/WTvY5htdvzrh5O476tjMFjsmJIahl/unY7Jqf5VbN4Elwb5wpWjEKOW4/N9Ffi/70/Caqfx3Z1T8fKy0QCYQZee4oqxDNlvyW9Eeze+dw68bu+G7MMDZQhTSkHT4NNKu4JLyHTXpI1R965JqzXaYGFHb8+mQVtY3/vK/ndWwsmOU5/VcvKewGancN/6Y6htNyEuOACvXZ2LH+6ads581mRiEa6ZmIiN91zgk9f3k70PUdVqwLJ39uLzfZUAgLtnpePzWycNqhHq8wUkScBO0ZCISISrZHjhtwJcnB2DNdeNRYRKBrlEhCVj4mD1kF3TFSNjg5AVrYLFTuHnEz0LR8vmK3ut28d0J+XEszJOtTv7Javb97Syb2L1epVMLOjt74n1sk1v4R+X0Quy5yScS3Jie/ycvuKt7aU4XqWBSi7GN3dMwWW5cefklbOvjtlP9j7ClvwGXPL6XzhR3Y5ghQQf3zwBD80f1m+d/6EI7nt7rFKDp5eMxE1Tk/n72vQWvLOjtNcn2qVjmb20G3oo5YyMVQMAajRGtHQIDz5xDc5it46cbir7XjpyuOasUOVuttn50DdPlT0n4cSHBCCwhwtH+lPCOVndjte3FgMA/nNZdp9C2s53+Mney7DZKaz+7TRu/ewQtCYbchOC8cu9F/BLLvzwLdoNVhQ26JAVreZv21HUhFs+PYicuGCnE0BPcNmYWJAEcKRSgzNN7puqHFRyCVK7bdIyZF/ohuwdNXuhWIReV/Y6904cTsuXikjBzVgcivrQnN10qqFfJByT1Y4Hvj4GG0XjkpwYXJbr+6uIcxF+svciGrQmXPv+fry74wwA4OZpyfj69ileXejth2cEKSSYkxWJp34+hb2lLXj02xN4/rcCXDIqFo9dzGTWUG4WeAghUiXnJyu/P9ozz312D5u0xe5kHLay11vsghk5nZW9+/RMR/C2S5VAc1bbabv0NLvQFydOf7lwXvy9ECWNjPHhmSXZ/slzN/CTvZewu6QZl7z+Fw6UtyJQJsZb143FvxeP7LEP2g/v4Z45GRibGIJNp+phsNrx6lW5uG5SIl+59lYT7ZRyanp0ouiuScvlytRojILplnKJiJdUhHR7foq2lzKOp+as0LCVI7j+Qk+dOK16C/b2wyDVnpJmfLS7DADw4pWjejXsNdTgH6ryAr46UIl/fn8SFM3kbLx9/Tjeb+3HwOCRBVmgKNqF2PsybHXRiCio5GLUaIzYX9aKKWme3R3dNWmDFVJEqmRo1JlR3NiBsQJhdwkhAWjSmVHVasSo+GCn+7jKvkFn5qOJPaFZx9ku+5aLQ9N0r2WcTafqYadojIxVI6kPccg9QbvRioe+OQ4AuHZSol8q7Qb+svMs8e6OUjy2gSH6pWPj8cPKaX6iHyTgiJ4bQbfZKZ7oixt0KKjX4ve8epQ36z2+jlwiwqJRTHXaE8/9yLjum7SZ3TZp3TtywgNlELHuo2Y3r++IJg8N2p7YLpt0ZmgMVpAEk/PSE/SHhPPUT6dQ225CUpgC/7dwuM/e53yBn+zPAu/sKMXq3woAAHfOTMNLy0Z1u/zBj/7Fz8dr8dmeCgDMtia92YbP9pbjs70VePaX0/gtrw4Pf3scPx7zrMdfwUo5v52sczsMxUEtl3Q7ScuRfWG9sG6fwA7WVAoMVolIgq/EazXd6/aeoxLcp2FyKGD99clhyh79frd0mLHHxy6cX07U8ZPoryzPhbKHDqGhDD/Z9xFf7q/E8yzRPzx/GB5dkOVvDA1CLB4diylpYbDYKJhtdny6txzv7jiDVoMFy8cn4LWrx+CfC4fjxd8L3fraAWB8UgiSwhTQW+z4Pa++2/cdFc9IOcerhMk+K4Yh+9N1wlJPMit9lLm56uAcO0Ing67gTgic/CN0X2ywe0tqPnuMw2PUbh/jiF/zGAknO07tk81qtRojVm04AQC4a2Y6xiX5dz70BH6y7wN+PFaD//uBGcm/a2aa1xdo+OFdZMcFQSomUdzQgf1nWrF8fAKuHBePT/aU40xTB8YkhuD2C1M9DkIRBME3ar893L2Uw20kOlbVJnj/CJY48+u0gvbKVFYuOdMkTPaclbHSw9YrgLElcvZKzuXjCI7s44LdWyNP1TLflxGxPSP7n48xA2iXjY7r0eN7AztF44H1x6A12TA6IRj3zc3w+nucr/A62d97771ITk4GQRDIy8vjb585cyZSU1ORm5uL3Nxc/O9//+PvMxgMuOaaa5Ceno7MzExs2LDB24flNWw93YB/fH0cNA1cPzkRD88fNtCH5EcPQFE0dhQ14YKMcNw3NwOzhkViWloY1h+sAsDINFPTPTdeufiEPaUtHq8CgE6yP17dLkjmGVGBEJME2o1WweGotAimIq7XmtBhdpWNuLWAFd1U9tyCDqVU5OKjp2mav99TZX+qlrk6GdkDsq/VGHGgvBUEASwa7X0J592dpdhf1gqlVITXrsr1R4L3Al4Xuq688ko88sgjmD59ust9r7/+OhYtWuRy+0svvQSZTIaSkhKUlZVhypQpmDVrFkJCBtfl2d7SFtz1xRHYKBpLcmPx9KV+T6/GYEFJYweKGztQ2WpATJAcWdFqDItWeRzS6W+QJAGdyYYWdrcvRdEw2Sh+AIqbCvXk1okPUWBKahj2nmnB90dqcM8c91Xl8Bg1JCICrXoLqlqNLkNFMrEI6ZGBKKjXIb9W6zLxGayQIkzJpG6WNemRE++86KSnlT233jAuJMDld7XdaIXBwjSv3U2c6s02XkoSWrbSFRvZWIkJyaGICfLufMnxKg1e2cxkGz156UifSETnM7xO9jNmzOj1c9avX49PPvkEAJCSkoIZM2bgxx9/xIoVK7x7cGeB41Ua3PrpQZhtFOYOj8J/l40+J3M3+oqWDsYmWNzYgZIGHf9vT7tQ44IDkBWtQlaMCsNj1MiKViM5TAHxAFVjD88fhmve34cnfzoFMUlgc34D/nfVaJisdhypaENebTv+LGjC6IRg3DkzTfBkdeW4eOw904Jvj1Tj7tnpbk/2cokII2LUOF7djqNVbYITpCNi1AzZ12kxd0SUy/2pEUq06C0409zhQvacnbGi1bOTqIaXaVyJl4tjCA+Uum28FtRrQdOMNbMn0cBb8hsBML0Sb0JvtuH+9Z1TsleOi/fq6w8F9GsL++GHH8aqVaswYsQIrF69GqmpqQCAyspKJCUl8Y9LTk5GZWWl29cxm80wmztJRqt1r7V6A0UNOtz08QHo2dTKN68dc15ePtI0zXi/GzpQ3KhjiZ35t9AkJ4fYIDnSo1RIDA1AncaEgnodajRG/s/Wgkb+sTIxicwoFXsSUGM4+3doPwzDiEgCq6/IwbFKDUqaOvD29WMxPFqNtfsqcLKmHRRN48YpSThc0YYH1h/DRysmuLzGxTnReOLHPFS0GHCoog0TkkPdvl9uQjCOV7fjeFU7H5fsiBGxamw4WoP8WuHf37QIZoVhqYBuz8k4DVqzx5x+x8q+K2o9nAg4cMfWEwnHTtG8+2hKqvvvS1/w9M/5KGvWIyZIjucuzxnyV9R9Qb+R/dq1a5GQkACaprFmzRosWrQI+fn5/P2OPzwhjdMRq1evxlNPPeWzY3VEZYsB13+wHxqDFbkJwXj/pvHnnb2yokWPd3eewcbjtdCahG2FBME4QDIiA5EeFYiMSBUyIgORFhkoGIzVbrSisJ7xsp+uY/4urNfBYLHjZE27iyUxUiVDVowai9iqzVdXTWkRgU5e8bV7y3Gksg1T08Jw+Zh4SMUkLs6JwWVv7sLJ6naXilohFWNhTgy+OVyNbw9VeyT70QnBwN6KHjVphZDK6valApk8wQoJVHIxdCabYO49hxoPDVj+PoETAYfeNGfPNHXAaLVDIRUhJdx72fG/nazD+kNVIFibZZBi8MiD5xL6jewTEhIAMKR+991346GHHkJLSwvCwsKQmJiI8vJyREQwGSQVFRVYuHCh29datWoVHnzwQf7/Wq2Wf31vokFrwnUf7kOjzoxhUSp8cvOEHif+nQs4XafF29tLsfFELbhBTBFJIClMgfSIQGSwpJ4eyRBkgLTnJ7mgAAkmpoRiYkonGVIUjcpWg9MJoKBeh4oWAxp1ZjTqmrCzqAnfHanGC0tH+VyTPVjeiv9tKcbqK3Iwf2S00+1pEYG8PbIrlo6LxzeHq/HLyTo8eelIt98XrkmbV6sVXCHIWRkrWw3QmqxQy51JLM2DI4cgmJ9TXo3Wo/2yJ5V9rAdt/RRf2Xev13Mn8JGxaq+lu9a1G/HYBsb5dseFad1OL/vhHv3CXDabDS0tLYiKYnTJ7777DlFRUQgLY35wy5Ytw5o1a/DJJ5+grKwMO3bswDvvvOP29WQyGWQy364Wa9NbcP0H+1HVakRSmAJrb5l43qwPPFjeire3l2Kbg7wyc1gEbpuRinFJIZCJfXPlQpIEksOVSA5XYkF2p1NDb7ahsEGHvaUteHNbCfaXtWL+qzvxj3mZ+Nu0FJ9p/LUaI66akID5I6P5aIWSRh2e+PEULsyMgIggQNO0i2QwMTkUCaEBqGo1YtOpeiwZI2wxTAlXQi0XQ2uyobBe53KVEKKUIjZIjtp2EwrqdE4nRqDTflnW3CEY/ZAUqkRejbaHlb0roXdX2VvtFL+wpCcyzgl20ToXF3G2oCgaD64/jnajFaPig/DA3EyvvO5Qhdc/RStXrkR8fDyqq6sxd+5cpKenw2w245JLLkFOTg5Gjx6Nt956Cz/99BP/nIcffhhGoxHp6emYP38+1qxZg9BQ72p+vYHOZMVNHx9AcWMHotVyfH7LJESqz+2FIzRN48/CRix/Zy+WvbMX2woaQRLAolEx+OXe6fjk5omYmhbuM6L3BKVMjLGJIVg5Kx2bH5iBaelhMNsoPPdrAZa+vQcF9b7pyYQopPj1ZB2qWg2o0Rjxye4yXPzaX7gwMwKPXZwFkiQEtWGS7JnnniAIRsqBe789V90LDVclhARAIiJgslKoFUi45Jq+QrtqASYegttmJeSxr9Ew97lz4pQ0dsBip6CSifkhLk/gUj5zvET27/11BnvPtCBAIsKrV+X6QwXPEl6v7NesWYM1a9a43H7o0CG3z1EqlVi/fr23D6VPMFntuPXTQzhR3Y5QpRSf3zqRXwB9LsJO0fj1ZB3e3l7Ka8NSEYml4+Jw24y0QZfjkxCqwOe3TMI3h6rxn1/ycby6HYte34W7ZqXj7lnpXv3Az8iMwOVj4vDQN8cRopCiRmPEpzdPxNT0cAAQrOo5LB0bj1e3FGN3aTNqNUa3hDkmIRh/FTfjaJUGN0xxvX9ErBpbCxoFm7RiEYmkMCVKGjtwpknP5+Vw4Jq0la3CkQn1WhPsFA2piBSMQ+AlHjfHzh3T8Fh1tz0UO0Xzko83yP5kdTte2sQs3n7y0hH8VY4ffcf5I0B7AVY7hbu+OIL9Za1QycT47G8TkR7Z8/zuwQSzzY7vDtfg3Z2lqGC92AqpCNdNSsQt01P5BRiDEQRBYPmEBFw4LAL/+iEPf+Q34PWtxfg9rw4vXjma18K9gfvnZuKGyWbozXbEhwSAJAleMvHk+EgIVWBSSij2l7Xi+6M1bqeocxOZYz1epRG8v9smbThH9h18rj4HrrJ3N+DFkXlMsNyFrJnJWsbR5o7sT/XCiePYnD1bYjZYbLjvq6OwUTQWjIzG8vHe78cNRfjJnoWdovHg18exraARMjGJD1dM8Jr22J/oMNuwbn8l3v/rDB9yFayQYMXUZNw0JfmcyvuOUsvx3g3j8MvJOvz7x1MoaujAFW/txt+mpeAf84b1qmHsCWGBMoSx/CSkjbvDlePisb+sFd8ersZdM9METw6j2Xji0iY92o1WF+8+53IpbNDBaqdcLL0McTbgjEBGDue1r3ZT2XvS67mpXYVUhGA37pbOydn+bc7+Z2M+zjTrEa2W4/mlfpult+AXwcBcrj/+Yx5+Pl4LiYjAOzeMc2mWDXZoDBa88kcRpj2/Dc/+ehqNOjOi1XL865Lh2P3obNw/N/OcInoOBEFg0ahYbHnwQlw+Jg4UDXywqwzzX92JPaXNXn+/3lg+F+bEQCEVoaxZjyOVwpp8WKCMT7A8We0aipYQokCgTAyLjRJ03aR5sF9Gq+WQikjY3GTae5JpuPtig10nawHmM8FdbfRnc3ZbQQPWHeBslqPPG1PEYICf7AG8trUYX+6vBEkAr1415pxbgrD1dAPmvrIDr28tRrvRipRwJV5YmoMdj8zErReknhfxryFKKf53VS4+XjEBMUFyVLYacO37+7FqwwloBbY99QeUMjEuZl1F3x52H5Gcm8DEfgg1aUmSwHDW4plf53oy8BSIJiIJxIe6t016ctt0N1BV1WqEzmSDVEQiPbJ7WcZbzdmPdpUDAFZMTeZ7J354B0Oe7LeebsCrW5it9M8sycElo3y7L9ObsNkpPLMxH7d8egjNHRakRwZizbVjseXBC3HVhMQBcdb4GrOyIrH5gRm4fnIiAGDdgSrMeXkHvjtc3avdsp5A0zT2lrbAZqe6fezScYztcuPxWreTrKNZy+UxN7o958gRatJylX1duwl6gUC0ZA9boHpiu3TXWOZOPJnRgd1Oi9upzquAsyH7Rq2Jv1q7eWpKn1/HD2EMabJv1JnwyLdMLvaKqcm4dlLiAB9Rz9HSYcaNHx3AB7uY/Zu3TE/Bxnum45JRMV4baBmsUMkleGZJDr66bTJSwpVo0pnxj2+O44q39whKJb3F8nf34pr39znNIbjD5JQwxAUHQGe2YdMp4Zx7zn7pLkJ5WDS7tapRaFJWyuv8XJaNIzylVXK5RULN+AbWkhntxlLM75yN6l7CqWjRw2CxQy4hz6o5+8vJOlA0MCYxWDBLyI+zw5Ale5qm8fA3J9CityArWoVVC7MG+pB6jLyadlz65m7sKW2BQirCW9eNxeOLRpx3MQ7dYXJqGH6//wI8dnEWlFIRjlVpsPSdPThRrTmr1x3LLsP4fL/7fCYOjOeeqe6/OyIs5QyPUYMgGCuk0BrBdJYgSwTIHuiszGs0rq6biED3ZN+TReORauHhRO5YeiLhnK5jBq+GRanOqtD46TiTmHmpl0PU/GAwZMn+s70V2FHUBJmYxOvXjDlnJI8NR6qx9O09qNEYkRKuxA8rp/l0z+dgh0wswh0XpmHbQzMxPT0cFhuFOz8/gja9pc+vee1E5gpvZ1ETKlo8p0oCnSsLdxU38RWzIwJlYqSwcsspIamGJdQajRFGi6sUxGnuNQKVvbskSjtFo5X9HoQFujY5+b20btYRcg3hnpF97zZZCaGq1YCjlRqQBM4pKfVcwpAk++IGHZ779TQAYNXFWfw+0MEMq53Ckz+dwoNfH4fZRmF2ViR+WDntnDj2/kCUWo41141FUpgCNRoj7l9/DPY+avhJYUre0/7lge6r++RwJcYnhYCige+PClf3I1ktO09gJ22YUopghQQ0DZxpdq3uucq+WmDfbKQbsm8zWEDRTIBdqICjxdOicYqie0X23IRzVnTffxc3nmAWlE9ODUOkavDOgJzLGHJkb7bZce9Xx2C2UbgwMwI3TU0e6EPqFs0dZlz3wX58sqccAHDv7HR8cOP4QbUcZDAgKECCd64fB7mExI6iJry+tbjPr3U927/55lA1zDb3EcIclrL56t8drhZMbeXsi0JNWIIgPEo58X2o7FvYVYQhCqlLthBF0bzEI/T8Go0RJisFqYhEgodETA6cjHM2lf3PrITj7Rx8Pzox5Mj+5c1FOF2nRahSiv8uGzXoBzaOV2mw+I1dOFDWikCZGO/eMA4Pzhs2pBan9AbDY9R47vIcAMDr24rxZ2H3TVYhzM6KREyQHK16C3472f2C8UtGxUAmJlHc2OES3wwA2exgUl6tcAOZq6CFsus7Nfuekz1H5mECsxXtRiusduaEJKTnc1V9cnj3i2bajVb+uLL6SPYljR3Ir9NCTBJY4JA+6od3MaTIfk9JM97/6wwA4IWlowb95eI3h6qw7N29qGs3ITVCiR9WTnWK4vVDGFeMjcf1kxNB08D9Xx3zmArpDmIRiasnMNX9F/srun28Wi7BRey2qd/zXE8OXGVf0WIQnAvg4oxLBSp7T5q9EFkDnpuz3GR1iEIimDXEXV2k9cBZU8Dq9XHBAX2+0uSq+hmZEefk4N+5giFD9hqDBQ+yi8KvnZTIfzAHIyw2Ck/8mIeHvz0BC7sG8YeV087ZnJ6BwOOLRmB0QjDajVbc+cVhj9uc3OHqiQkQkQQOlrf1KHlzOjsEJDRNG6KU8hW6kJTDVfZCMg73vEad2UVSkopJwbgDTsYRbM560OuBvjZn+/a7SdM0fj7BSTj+xqwvMSTInqZp/PP7k6jXmpAarsS/Lhk+0IfkFo06E677YB8+28tUkw/MzcR7N4xzWWzhh2fIxCK8fd1YhCgkyKvR4t8/nur1a0Sp5ZjHFgVf7Ou+UctZNo9XtQsOZHE5OEKOHI5Yy5r1Lo3lUKUUcgnzUa3TuLp9IgQI3aPtsoN5Dbdk36h3OiZPKGDz7rOi+ybh5NdpcaZJD5mYxEUj/FetvsSQIPtvD1fj15P1EJMEXrt6DBTSwRkfcKSyDYvf2IWD5W1QycT48KbxuG9uhl+f7yNigwPw+jVjQBDA+kNVWH+we8LuiusnM7uRvz9aIzjB6oj0iECo5GIYrXaeBB3B6fanBDT92OAAyMQkLHbKRXYiCMKjbh8uQNpcZR/uqbJ3IwGVNPVcxjlb2yXnrZ8zPPK82gI3GHHek31Fix5P/sRUdQ9clOmyLWiw4OuDVbj63X1o0JqRHhmIH++ehjnDB6/UdK7ggowI/OMiZsPR4z+e6vWE7dS0MKSGK9FhtuHHY7UeH0uSBB+/fFRAyhnpobIXkQQ/fSoo5bBZ9oKOHIHBKr5B62GgSqiyb9VbeH8+twPXHewUjcIGzonTexmHpmlsPM5YLheP8rtwfI3zmuxtdgoPrD8GvcWOiSmhuOPCtIE+JEF8trccj3x3AhY7hQUjo/HDymn+ZQ1exF0z0zF3eCQzcPXFYWgMPR+4IgiCj9H4fF+FoK3SEeNYKedwhSvZc4mQJU0dgj2ETkdO77z24SoBGUfPVfa9I3vuveOCA7q9Ai5v0cNkpSCXkHzccm9wpFKDGo0RSqkIs7LOrfDBcxHnNdm/+WcJjlRqoJKL8cry0YMyM2b9wUo8werJt1+YirevH+u/nPUySJLAy8tzkRiqQHUbM3DVm9C0K8fFQyYmkV+nxVE3YWYcxiYyZH+k0vVxUWoZwpRS2ClaUObpq9c+XOlK2s06rrL3MD0rQPa8E6cXzdlh0X3LsOdcOPNGRg+5qI+BwHlL9kcq2/DGthIAwDNLsl1Wug0G/HC0Bo9tOAmACTJ7bEHWoPf9n6sICpDg7evHQiYmsb2wCa9v6/nAVbBCikWszNBdozY3MRgEAVS2GlxycAiC8DhJy8kmZQKLSjzl43TV7GmaRouebdAKnAgatZxm7yr/8Jk4PbJdMiesEX2QcOwUjV9OMhKOPwunf3Bekn2H2Yb7v2LG5ZfkxuKy3LiBPiQX/HqyDv/4hrGCXj85Ef+6ZLif6H2MkbFBeJYduHptazG292LgiotU3nii1qMMpJZLkMFWxUcEpBxPuj0XV1ze4krovNdeaLCqS/VusNhhsjJuICGJx1Nlz8k4aZHdyzJcZd8XJ87+My1o0pkRrJBgmj+3vl9wXpL9MxvzUdlqQFxwAJ5ekj3Qh+OCv4qbcO+6o7BTNJaNi8fTl2afF0Rvp+huNe2BxpXj4nHtJHbgan3PB65yE4IxIkYNs43Ct4erPT7Wk5TDO3IEJmm5WN/mDjM6ujh/uMq+TmNysWZ21eW5K4oAichFdzfb7NAYmKEuTzJOjyr7+r7HJHDe+ouzo726RN4P9zjvxOG8mnZ8dbAKALPWbLD506taDbhnHbNMefHoWDy/dNQ5ba3UmazYfKoBP5+oxa7iZthpGkqpGEqZiP1bDIVUhECZGAqZGIEyhoCUDv8OdHjMyNggBLnZieot/HvxCJyqacfx6nb8/bND2HDX1G6bkQRB4LrJifi/7/Pw9aEq3DI9xe0JOjchGF8drMLJGo3LfVms5FHc0AGapp1eIyhAApVcDJ3Jhvp2o9MQXSg7WWqjaOgtNqff666JrVbW4y8RuR6fY6qmUG+IS+2MD/Usexotdv4qIzOqd2YCiqLxR34DAOCSHL+E0184r8iepmk880s+AGBJbiwmpYYN8BE5w2S1464vjkBjsGJ0fBBeWjZqUDaNu4PRYse2gkb8fLwW2wobYbE5DxB1mG1sZeqa3d4dlFIR/jY9BbdekOqzoDeZWIR3bhiHxW/sQkG9Dg9/ewJvXjOm26urxaNj8fTP+ShqYPJvRrHLxLsim9fltS6EnhCiAEkARqsdjTozorosDwlTSqEz2dCqd45UIB1eo+vFU3uX+AVub6vWZIPNTjnl2zj+vlFdXshss/OZOSq5Z2qoZK+I1HJxr/fEHqvWoLnDApVcjEmp59au53MZ5xXZby9swr4zrZCKSTw0f9hAH44LnvzpFE7WtCNEIcFb1487ZzL0ASbC4a/iJvx0vBZ/5DfA4FAhpkYocenoWFySE4OgAAn0Fjv0Zhvzx2KD3sz+n7vdwtxnMNvRYbbBYGH+btKZUaMx4o1tJfhkTzn+fkEqbp6WDJUPrs5iggLw9vXjcM17+/DLiTqMjFXjrpnpHp+jlkuwIDsaPx6rxTeHqt2SfWaUChIRgXajFdVtRiQ4VMlSMYn4EAUqWw0ob9a7kH2oUoryFgPvdefgdB7qSvZG58cGO5wkNUark8zjSPZd5aAOU6d0pOzmSocj+75slNrCVvUXZkZ0u/LQD+/hvCL7l/8oBMA4Wwab++arA5X46mAVCAJ4/Zoxbhc9DybY7BT2nWnFz8dr8VteHbQOZBAfEoDFo2OxeFQshseovNJzoCgam/Pr8b8/ilHYoMMrfxTho91luH1GGm6amuT1yecJyaF48tKR+NcPefjvpkIMj1F3u2z+ynHx+PFYLX46Xov/u2S4oGVQKiaRGaXCqVotTtVqncgeYPLvK1sNKG/Ru1x9cnKNC9k7/JvuwvbtRmd9XywiERQgQbvRija9xYnsHa8Q7F0qe72ZOYEHSETdXnFyZJ8U2nt//dbTTGN8MOdTnY84r8i+vNmA8NBg3DlzcA1PnajW4Al2ivehecNwQUbEAB+Re1AUjSOVbfj5eC1+OVmH5o5O0olUyXDJqBgsHh2LMQnBXm8qkySBBdkxmDciGhtP1uHVLUU406THC78X4MNdZ3DHhWm4fnKSVz3Z109OwqlaLdYdqMS9647ix24G2qamhSM2SI7adhO2nm50u1UpOzaIJft2LMh2znxJDlNgJ4RdNyGsJNLWxfHjSNJdRwTaja4pmqFKKUP2Buf7xI4yTtfKnm0KB3Yj4QDgG9tdT2Q9eV5hgw4iksDMTP8gVX/ivCJ7AHhgbsagasq26i248/MjfHrlnYN0ire+3YSPdpdh4/Fa1LZ3hm2FKCS4OCcGi0fFYmJKaL/0GEiSwKWjY7GQlUxe21qMylYDnvnlNN7/6wzunpWO5RMSvCaDPXnpCBQ16HC4og23rT2Mn+6e5vYqQkQSuGJsPN78swTfHK5yT/Zxaqw/JOyn5y2WAn760EA3lb3Dt72r40krQPYhCgnKBF7Hk4yjt7Bk34OhPm5dY2IvyX7LaUbCGZ8U4vNGvB/OOK/IPiVcgavZ/aGDAXaKxn1fHUWNxojkMAVeXj56UDpvNp+qxyPfneAteYEyMeaNjMLi0bGYnh4+YLqqWERi6bh4XJobi+8OV+ONbSWo0Rjx+I+n8M6OM7hndjqWjos/6+PjEjIXv7kLJY0dWH+wCjdPS3H7+KXjGLLfWcTsnO2quwMOawiF/PThDEEKDU9xKwRdyd6hQdvlOV01e6BTDup6hUAQBAiCafK60+yVsu5PoryM00vN3i/hDBzOq+7I05eNHFQNn1e3FOGv4mbIJSTeuWHcoFsjaLLa8cSPebht7WFoDFbkxAXhnevH4dC/5uKV5bmYNSxyUHw/JSISV09MxLaHLsR/LhuJSJUMNRojHttwEnNe3oHvDlf3ed8sh0i1HHfPzgAArN1b4TFOISVciQnJnnfODo9WgySYHJrGLkvIucq+osXgUqWHuNHsgc7qvqsbR2NwTeMMcXPSADqlnK6aPS/jdFPZUxSNKja2oTeVvdZkxf6yFgDwh/wNAAb+k+xFjEkcPDauLfkNfFzD81eM6nPet69Q0qjDkjW7+dz822ak4rs7p2JB9uDNKZGJRbhhSjJ2PjIL/7pkOMIDpahsNeAf3xzHRf/bgZ+O1/Yq86YrLh8Th0CZGGea9dhd2uzxsVeyO2e/OVQlOEgWIBXxEcFdp2Xju9gvHRHmpiIHOpu0Xd+vq/UScKjsBcie0/9dZJwekn2DzgSLjYKYJBAT1PNtbzuLmmC100iNUCIlvPeNXT/ODl4n+3vvvRfJyckgCAJ5eXn87Y2NjViwYAEyMjKQnZ2NXbt28fcZDAZcc801SE9PR2ZmJjZs2ODtw+pXlDfr8cDXxwAAK6YmY8mYwRPXQNM01h+sxOI3dqOgXofwQCk+uXkC/rlw+DkzySiXiHDrBanY+cgsPLogC8EKCc406XHvuqO44u090AmQX08QKBPzJM6dBN1hYU4M5BISpU16HHMTjpbtJgeHs18Crro9V9m3dAhV9gxJdz21CGr23BWCwEmD0+2pLvtVuMpe2Q3ZV7KN5biQgG531DqCl3AGYVVP0zROVGvw5E+nMOHZLZj53z/x1vYSPiH0fIDXP91XXnkldu3ahaSkJKfbH3vsMUyePBnFxcX4+OOPcd1118FmY365XnrpJchkMpSUlGDTpk2466670NbmmityLsBoseOOzw9DZ7JhXFII/rlw8GzF0pqsuGfdUTz63UkYrXZckBGOX++7ADO7sRsOViikYtw5Mw1/PTILD16UCZVMjGNVGjyw/nifK3xuWcnW0w0eoxRUcgkWZjPNWXfxCVwOjtCS8eRwLgfHmew9VfakGxmn3SBQ2SvcV/Yc2dso12E4oPvKnvfY90LCsdkpfvn7YJJw6tqNeHt7Keb9bycufXM3PtlTjiadGeUtBrz4eyGmPr8VK788gj2lzYM+CqQ7eJ3sZ8yYgfj4eJfbv/76a6xcuRIAMGHCBERFRfHV/fr16/n7UlJSMGPGDPz4449u38NsNkOr1Tr9GQzg1h8yFbMMb103dtBUy0cq27Dwtb+w8UQdxCSBxy7Owqc3Txz0S9d7ApVcgnvnZGDtrZMgFZPYcroBr24p6tNrpUcGYnp6OCga+GK/54RL7irgp+O1gvn0I2M7J2m7IpltbHa1X3IVORNm5vyaBCvkdJ18bTe5EnoIf9JwPRHwlb2Lz75nZN8X2+XhijZoDFYEKyQYmxjc4+f5AgaLDd8frcb1H+zH1Oe34YXfC1Dc2AGZmMTi0bH4aMV4/PfKUchNCIbVTuOXE3W49v39mPPyDnzw1xnBE+i5gH5x47S0tICiKEREdPrLk5OTUVnJfJgqKyudrgQc7xPC6tWr8dRTT/nugPuIz/dV4PujNRCRBN68doygS6O/QVE03tlZilc2F8FG0UgIDcDrV4/BGDas63xCbkIwnr8iBw9+fRyvbyvBsGi1W2ukJ9w4JQm7Spqx/mAl7p+b4baHMTk1DHHBAajRGLE5v8ElqpfbOVujMUJjsDjFCrizX6pkYkhEBKx2Gq16C2Idh++4yr7LcbQLNmgZM4DQFYKI1+ydb++pjFPBD1T1nOy3FjBV/axhkb2SfrwFiqKxr6wF3x2uwW95dU4T4BOTQ3HF2DgsHBXjZNteNj4Bp2rb8eX+SvxwtAZnmvV45pfTeHFTIRblxODaSYkYlxRyzoQY9pv1sus3pOslkZO1rJvLpVWrVuHBBx/k/6/VapGQkOCFo+w7Dle04emNTC7PqouzMHkQ5PI0ak148Ovj2FXCNBsXj47Fs5dnD6o5BG/jirHxOF2nxft/leGhb44jJVzJk25PMWd4FE/iG0/U8RV8V5AkgaXj4vH61mJ8e7jaheyDAiRIClOgosWAU7Vapyhfd/ZLgiAQopCiUWd2IXuhBq3JaofZ5rrc3JOrx72MwxCgL2QcLiJhbj9LOKVNHdhwpBrfH6lxmh9JClPgijHxuHxMnMfIBy4We9XC4fjpWC2+2F+BU7VabDhagw1HazAsSoXrJidiyZi4Qf+56pdTbFgYQ3xNTU38bRUVFUhMZDzxiYmJKC8vF7xPCDKZDGq12unPQKKlw4y7vjgMq53GJTkxuGW6e492f2F7YSMufu0v7CppRoBEhBeXjsLrV+cO+l9Ib+DRBVm4ICMcRqsdf//skCDheYKIZBIuAWDt3nKPj106lmm+/1XchLp216z57FjhJq0n+6U7jzznonF8uND0LNCp2etMNj4Fk4O7Bq2vZJwzTR0406yHRERgRqbvs+s1BgvW7i3HkjW7MeflHVjzZylq201QycW4ZmIivr1jCrY/NBP3zc3ocbZPoEyMayclYuM90/HDymlYPj4ecgmJwgYdnvjxFCY9uxWPfnsCJ6o1vv3izgL9dj21bNkyrFmzBgBw8OBB1NfXY/r06S73lZWVYceOHbj00kv769DOGv/3fR6/KPyFK0cN6GUdRdF4/rcCrPj4IFr0FmRFq/DzPdOwfELCOXO5ebYQi0i8ec1YJIcpUKMx4s7PD7skc3aHq8YnQCoicby6XXB5OIekMCUmpoSCpoENR1w99yPjuCatq/1SRBKC9ku3+TgCDVqNgCYPAOoACd/QdXfScPHZm7qXcTrMNj5Co6dEyblwJqWE+STUzhFHK9sw7fltePzHUzhWpYGIJDA7KxJrrh2Lg/83F6uvyMH45NA+fxYIglkq/+KVo7H/n3Px5OIRyIwKhNFqx/pDVbj0zd1Y9MZf2Hyq3stf2dnD62S/cuVKxMfHo7q6GnPnzkV6OpMk+MILL2DPnj3IyMjAihUrsHbtWojFzC/Vww8/DKPRiPT0dMyfPx9r1qxBaOjg8cx7wl/FTfj9VD3EJIHXrs4d0P2xFhuFB74+hnd2lAJgbJ8/rJzmlIs+VBCkkOD9G8cjUCbG/rJWPP5DXq/cFGGBMiwazej93TVql7Eyz3eHq13eg2vS5te62i+5MLye2i+F5JeuS04cH8uRts7k/BiO51watJbuJ2i5HbhBAZIeXyXuKGKu6Gf7eKm41U7h0e9OQG+xIyE0AI8vGoF9q+bgoxUTcMmoGK/PjwQFSLBiWgo23T8D39wxBUtyYyEVkcir0eK2tYfxg5uBu4GC18l+zZo1qK6uhs1mQ319PUpKmMGiqKgobN68GcXFxTh16hQuvPBC/jlKpRLr169HSUkJioqKcOWVV3r7sHwCO0XjuV8LAAA3TknmP9gDAYPFhr9/dgg/HquFmCTw6lW5ePLSkYN2QKo/kBGlwuvX5IIkgPWHqvDezjO9ev51kxjTwM/HawXtjRwuzolBgESEM816l+1UWdHMiba8xeDiruGiBiq7WDzD3VT2XOwwl04JOAebuQPZpYrlZB1pl0Yp17T0VLDUslJVbA9TW802Ow6WtwIALsjwrYTz4a4yFDV0IFQpxU8rp+OW6SmC27i8DYIgMCE5FK9ePQb7/jkH10xk+oePfHcCx7tZUN+fGBy+wHMU3x+twek6LVRyMe6Z7TkL3Zew2in87ZOD2FHUBLmExPs3jR9Ug1wDidlZUXh80QgAwPO/F+D3vJ5fXo9NDEZWtApmG4UNR92vIgyUiXFxDpNs2dVzH6mSIVghgZ2i+ZV/HDjNuyvZh7GRxNzScA5cxe1YzXsKpuNmDbo+hGvoyiXOH39Os/cUJV3PNjl7Ojl7tFIDs41CeKAM6ZG922jVG1S3GfDaFmaJ/KqLs/iro/5GqFKKZ5fkYO7wSFhsFG5be8glLmOg4Cf7PsJosePlzUx+/t2z0gfslwsAnv45H/vOtCJQJsYXt07uNpN9INGkc92v6musmJqMG6cksXtnj+JkteuQkxAIgsB1k5hG7Zf7Kz3KQJxjZ2MXzz1BEBgWxVT3hezOVg6cdbGipSvZM79LzV1kHK7i1jt8/zxlF3FzZV0re65/IRU5X/Vxlb0nGaeul2S/h3WCTU0L82nP6Kmf82G02jExOdSte6q/QJIE/ndVLjIiA9GgNeO2tYcF5zD6/bgG+gDOVXy0uwx17SbEBQfgpqnJA3YcXx2oxNp9FSAI4LWrczEuaXD65w+UteLSN3fh+g/2Y/Wvp7GHzZ45myybnoIgCDyxaAQuzIyAyUrhlk8PCjpnhHDZmDgESEQobuzAwXL3jdrJKYznXme2YTNrM+TASTkF9c5NWncyTpiSrew7nCt7Lmee09aBbip79uTUNWmVJ3uHgT+apvnXDZB6IHt272yPyb6UCT6blu47K/If+Q34I78BYpLAM5dnDwojgkouwQc3jUdQgATHqjT4v+971zPyBfxk3wc0d5jx9namCfrIgmEDposfrmjDEz8yS1EenJs5qMbQOdA0DZPVjm8PV+Fv01Lwy73TkR4ZiGd/OY12g7XfIp/FIhJvXDsGmVGBaNSZccsnh5wqZHdQyyW8f/7L/e7zckiSwCJ2gGtvlxC1rBjGkVPQpbJ3J+OEs5V9ixvN3rHhKrRUnANP9g4PoSgaNvYE60j2JivFu3w8rSSs13KVffeavd5s43ODpqb5Rq83WGx4kl0MdOsFqciMGjxmhKQwJd66bixEJIHvjlTjw11lA3o8frLvA17fWowOsw05cUFYPCq2+yf4AA1aE2MptFNYMDIaK2cNXM/AEafrtHj+twK8uqUIGoMFBEFALhFhe2ETRsUHQSwicfO0FAQFSPDRbuaXvz+qe4Ah7g9vmoDwQCny67S476ujPYpG5jz3v+bVexyV56aSj1U5y0TDooVlHG4oqVVvcQpv4zX7Hsg4nit79jEOla7FwXPvSPaOVwsBHoqX2l5U9gfLW2GjaMSHBPR6o1VP8fpWZsdBXHAA7p0zOD4DjpiWHo5/XcLkYz3362nemTQQ8JN9L1Ha1IEvWSvePxcOH5BlJGabHbevPYxGnRnDolSDZinK5/sq8NiGk1DJxWjVW/D0xnwcrmiDyWrH1LQw5Nd1yhg3TE7CN4eqAHRZpu1jJIQq8N6N49kMnUas/vV0t88ZFR+M7Dg1LDYK3x1x36jNTQgGABQ16GBwIE+u2mzUmZ1OFiq5hPfUO1b3nGbfYbY5ab3KXmv2DNs7yhqO07aObhwD6/BRSEVuf5domuY1++gekP1eVsKZmuYbCaeoQYcP/mIcVk9eOtLrO4q9hRVTk7F8fDwoGrj7yyM409TR/ZN8AD/Z9xIv/FYAG0VjTlYkpvjol9gTaJrG4z/k4ViVBmq5GO/dOK7bLJP+OCbOYnfbBalYOSsdD8zNhJgk8NHuMsglIkSp5U6V7ZzhUSAIAuXN+n7XWMcmhuDlZaMBAB/sKsMXHuQZDtdOZGyYnhq10UFyRKpksFO0U4Z9oEyMhFBG9ugq5XDVfaVDk1YlE/NE7CjlcD/nDgfrpbvKnqZpXpZxfIzZ1vlcRwnIYO3eiaMz2/gmbk9knD082XtfwqFpGv/6Pg82isZFI6IG9eYrgiDwnyXZGJcUAp3Jhls/OwRtH2O4zwZ+su8FDpS1YnN+A0gCeOzirAE5hrX7KvD1oWqQBPDmtWORFNa/SyCEnDQEQaBRa4aIIHgyCVFKoTFYsSW/AR1mG0YnBKOixcA3KZs7zMiJC3I77m+naCdi8jYWj47FPy7KBAA88eMp/FXs+fL60txYKKWMl37vmRa3jxvNVvdd/dXDohjdvtBNk7bCobInCIKv7h2btCo5R/ad3zMJKfwRdlSnHM8HXHNWJiadTrKcd9+jE0fDVPXBConHJi7AxC5z0c6+KIq+PVyNA+WtCJCI8OSlI73++t6GTCzCO9ePQ0yQnN+9cLbb1XoLP9n3EDRN4zn2kv/qiYnIGIBG0L4zLXj6ZyZs7bGLszAjM6KbZ3gHOpMVr2wuxPz/7cS/vj+JH48xk4GOFW5CqALDY9RYu68Cn+0txyPfHkdWjBpZ0Sr8erIOF42IgjpAjNW/FrAN22qIRQRPjl2x9XQDpqzehud+Pe2zy967Z6fjijFxsFM07vr8CIobdG4fGygT87MLX3qYqOWknONd7J2cI6ewwU1l7+K1d52iVbIE6zhUJXLToHUkEkdSF3LiAOBlJ0+VPedg6klVv6+sBTQNpEUovZ7+2qa3YPVvzDDjfXMz+EnkwY4IlQzv3zgecgmJ7YVNeHFTQb++v5/se4hfTtbhWJUGCqkI98/N6Pf3r9EYsfKLI7BRNC4dHYu/X5Dab+99sLwVp2q1eO2aXFw1IRHP/HIaeTXtnZuTWNK/eVoyHpo3DJUtBmTHBeGmKUkYEauGmCQgEZF4dEEWMqMCcdmbu5Ffq8WtHr6G3/Lq0aq34L2dZzD75R245r19+Ol4rVerfYIgsHppDiYkh0BntuFvnx50sTs64lrWc7/pVD2a3TxuVDwzRe1S2fP2y+5lHKDTfun4Pp0yTufVlbsJWscoBEcZh2vQysRdB6rYyt6T7bIXHvu9PpRwXtxUgFa9BZlRgYMidLA3yI4Lwn+vZCTEd3ecwfcehvW8DT/Z9wBmmx0v/s4MUN0+I63fF34YLXbcvvYQWvQWjIxV44Wl/Ru2tu5AFeZnRyMrWo0paWG4ODsa6w5U8rojdyxiEcm4DxaNwI1TkhEWKEN+rZav3lVyCf65cDg23jsd79wwjq+ChfDfK0fhgxvHY3ZWJEgC2HumBfeuO4rJz23Fs7/ko9RL1b5MLMK7N4xHUpgCVa1G3Lb2sNsTysjYIIxmF1p8c0j4QzoqLhgAU6k7xh1wlX1Rvc7JfcTJcBWtXTZWCdgvhdw47sie7kbGcY1KYCt7D/2f3jRndzsMU3kThytase4A09h/9vIcjw3qwYrFo2OxclYaAODR7072W6TCufedGgCs3VuBylYDIlUy/H1G/1YSNE1j1YYTyKvRIlQpxbs3jOtWL/UWOCkgTCl1+oVcPj4BxY0daGA//I7kZbVTKGvW4+XNhVj8xi5MSg1DQkin7Y4giB59QMUiEnNHROGjFRPw16Ozcd+cDESr5WgzWPH+X2WY8/IOXPXuXvx4rOaspxNDlVJ8eNMEqOViHK5oE0yv5MBN1K47UCloGQ1SSJDKrhx0jLtNDldCKiKht9hR3dY50MVV9rUak1MUcXig62CVUGXvrkHrmGhJ9kDG0Vu6r+zruVycbsi+UWdCMRsN4c29DjY7hf/7ntlrvWxcPCYknxthiUL4x0XD+j1SwU/2PUB0kBwxQXI8eFFmv9u7PvirDD8cq4WIJLDm2rH8our+AMcjs7Iindwl2XFB0JttOMOmNZIkAYqiYbTYIRGR2FvagqpWA568dKRXFpnHBQfggYsysevRWfjgxvGYw1b7+8tacd9XxzBl9VY8szHfJXumN0iPDMQ9sxl57tM95W4dN4tHxUIlF6Oy1YDdXYanOHQ2aTt1e4mIRBqbDeM4SRupkkEmJmGnaN7DDnTuonXS7AXIniAIweqeckP2ZneafQ9ycTore88aOSfhjIhRezVG5JM95Sio1yFYIcGqQbTbuS8YiEgFP9n3AItGxeLPh2Zi2fj+3Yb1V3ETVv/GNIUfv2R4v1s9OXlmckoYLDYKu4o7yW1YtIo/AZxp6sCqDSd5KeLaSYl49eoxXo9u4Kr9D1dMwK5HZ+P+uRmICWKq/Q92lWHuKztw66eHYLT07UOzfHwCAiQiFNTrcKCsVfAxAVIRrmAbtV/sE27U8rp9l0UWWQLDVSRJ8ANHjhk53GBVs5Mv31XGAYSre9ohvl9QxnFT2St6oNl3V9nv9UFEQq3GiFf+YPYKr7o4i59POJfRNVLhn9+f9Gmkgp/sewi5RORxWtHbMFrseOTbE6BoJmRrIPJ32g1WvLW9BG9tL0FKhBKvby1GXbsRJY0d0JttmD+S8TanRgTiicUjkBXdfxvDYoMDcP/cTOx6dDY+vGk85g6PBEEAW0439HgytiuCFBLecfPZXvfe+2vZ6OM/TjegUed6+e1ov3T88PJN2gY3gWgCg1XNOs8yDiA8WOVOxjG70+z5yt6TjMN8rVHdkP0+1prqzeLkv5sKYbDYMS4pBMvGDewKUm/CMVJhw5Eal1wlb8JP9oMUH+46wwetPbOk/8OdbHYKa/eVo6SxA4tGxeLNa8ZgekY47l13FCu/OIL0yECnyNqBGuwSkQTmDI/CBzdNwJe3ToZUTGJzfgP+/VPfgqdunMIQ+aZT9Ty5dcWwaBXGJAbDTtGCCypGxKghIgm06C18lgwAPv2ypEE46rjagezDla4xx1xlb7XTTpf8ErHr74aN1f9JwjkIjWs+d81z4jV7Nz9HvdnGn2Q8WSlbOswoZ69QxiV6R1PPr9XiB9bu++TikYNiWtybmJYejttnMM6053497bP5Ej/ZD0I06kwDHrQmFpG4e3YGXlmei5z4IBAEgXvnMP/f9MAMPDw/CzLx4FqMMiUtDK9elQuCAD7fV4m32O9hbzA8Ro2JyaGwUTS+PODeT7+clfTWH6xyOanIJSJksCdCxzhl7uR4prmDJ2Ogs0lb1eZa2bd0WPjXD5SK+WgJxzC0rlU60Gmx7Fr1m61clr3zz85o8VzZc6sTFVKRx+UmR9nlLWkRSgQpvLOC8MVNBaBpYNGoGOTED9yCIF/irlnpiFDJUNFiwLpuNqP1FX6y7wKKogc8ivR/fxRDb7FjdPzABa1xoCjayXXiq0Arb2FhTgz+zS4r+e+mQj5/pze4cSpT3a87UOl2d+2iUcx2qtIm1+1UANPEBpwXjccFByBAIoLVTjtJNkKDVRzZ2yianzImSQKBfPJl5xStTOL6MbbZmZ9ZV7I3sVWji8++m8qec4tEdrP56WgVEwM9NtE7/Zp9Z1qwvbAJYpLAQ/OGeeU1ByMCZWI8PJ/5+ri1ot7GkCd7jtj5rT4kwUsm/ZXG6IjCeh3WH2TO7P9aNGLAL1lJkhjwY+gtVkxLwe0XMpfFj204ie2Fjb16/vyR0YhUydCkM+N3N4ujVXIJFuYwkcZCJ5QcjuwdXEwkSfDVfbGDlJMgMFglE4ugZmUbxyUmnJTjVNkLRCZY+cre+WfHyT9dK3tDDyv77mZMTrBXMmO8QPY0TeN5dlL26okJSA7v32iQ/saVY+MxMlbtlH3kTQx5sicIAier2/HhrjKs+PgAnvgxD0crmepkIEjuuV9Pg6KBBSOj+9VHzARnDewVjTfx6PwsXM5FIXxxpMfbqQCmGr5mIuOnX7u33O3jlo9nNiL9fLzWKeUS6KzsT9Y4v28GT/adTVouJE1rsjntuuW89s1O+TiMNOKUaS9gbbWylb3YrYwjPEHrznrJkX2E2nNlz80QpEacPTFvOtWAY1UaBEhEuHdO/0+t9zdIklmy47PX99krnyOo0Rjx6HcnoDFacFluLDQGK27+5CBmv7QdPx2v7ddj2VnUhB1FTZCIiH4PWnt6Yz7e/6t3C7kHM0iSwAtLR2F6ejgMFjtu/uQAKlr03T+RxbWTEiEmCRwsb0O+Q3XuiIkpoUgOU0BvseOXE3VO942IUYMkmDWMDQ5NWi5TqdhhJkAhFfPE7qjbC5O9gIwjSPbCrptOGUe4snc3VMW5jjzJODRNo4adFTjbvBqbncJ/2eyYW6an9PvU+kBhUmoYHl3gG7lqyJP9hsPVGJ0QhIfnZ+HyMfF4/ZoxOPbEPNw9Ox1bTze4ZJb4CnaqM2jthsnJ/XrJ+vWhKny8uxwv/l4oaCU8VyEVk3j7+rEYEaNGc4cFN310wGP2jSOi1HLMz2aWiK/dVy74GIIg+NmLrvEJAVIRL9k4XlXwlX2XAbBEtrp31O3DVa6DVYIyjgDZ2yiG7MUuMg6bjeOusnej2Tdpu5dxWvQWWGwUCMKzY6cn+O5INUqb9AhRSHDbhf2XAzUYcMOUZJ+87pAn+2CFxGUNG0XRuGJsPGRiEt8LWOt8gW8PV6GgXoegAEm/btw5WtmGf7Ej6PfMzjjvKiiVXIJPbp6AuOAAlLcY8LdPD7lILu5wE/uh++ForZO84oilY+NBEsCB8laXdE4hKScjiiH70qYOp1kAoRWFQmFonIzjmIcuEXBFWWzCDVreetnlOUar57iETs3efWXPTQBHBMrOamraZLXjf38UAwBWzkqHWu4dV89Qx5An+znDo7CrpBl//+wQvj5UhaIGHW9vq2gxYHiM76OMjRY7Xt7MTAfeMzsdwYr+mQ5s1JlwB7vacN6IKNwze/CtdfMGItVyfHbLRAQrJDhepcHdXx51sj66w4TkEGRFq2C02vHNYWFXT3SQHBeyUdPfHHau7rkm7anaTrKPD1FAJiZhsVFOxM7bL1t7KuN0nrA8yThdoxTcV/ael43zMo4Hzb6WzbuPPUsJ55M95ajXmhAbJMf1k5PO6rX86MSQJ/vY4AD8fM90TEoJxdFKDd7ZXorrP9yPS9/chUi1vF824HyxvwKNOjMSQgNwo48u4brCYqNw5+dH0KA1IyMyEK9clXvOuW56g7SIQHx40wTIxCS2FTTiXz90P3RFEARuYIesPt9X4dadxXnuvztc7XQSyRGo7EVOjhzHJq1rZc/JOM5uHNcGrZDPnpNxulbYvBvHobK32Sl+stbdsvGeuHFqvaDXtxuseOvPEgDAg/MGZsbkfMWQJvuvD1XhdJ0WEhGJqyYk4LpJiViYE4OVs9Lx0LxheGFpjs8nV40WO97ZwTRG756VftahYT3Fkz+fwuGKNqjkYrx343iPgzLnC8YlheCNa8aAJICvDlbhta3F3T5nSW4cVHIxylsM2Olmm9Wc4VEIVUrRqDM7PWZErBoEATRozU69ECHdXqiyF5ZxBBq0QkNVrIzTtbLnSN2RRA0O07gKgU1VZpsdGlbG6omM05O8e3f4fH8FtCYbhkWpcDkbXeGHdzBkyd5qp/DSpkJ88FcZGnUmqOQSZMcFYe6IKExNC8eMzIh+Sbj8Yn8FmjvMiA8JwBVj433+ftx7frm/EgQBvH71GKSc5/5lR8wbGY3/LMkGALy6pRjrPEzJAsyQ0ZXjmJ/LWjd5OVIxiSW5DDF9fbBTylFIxUiLYIg9z0m3Zx05ApV9jcbIa/kRAg1atVCDViIQl0AJT9Bylb2j9MMtGxeThOBVQhNb1UtFJII9TMXyQWlnUdlzIWrXT0nq1yyqoYAhS/bbC5sQEySHmCRw+Zo9+NnBZtlffnOT1Y53d3ZW9f2xiOFQeSue/OkUAOChecMwKyvS5+852HDdpCS+P/F/35/E1tOew6duYHXjbYWNTpW3I66awEg5W043OFXi/HBVTad9M12gso9WyyEREbDaaT5PR0izD+TI3mEPrRBBW3sRl6B3GKgSupLlPfYqmccrXc522Veyt9kpHGFnXCYkezcx1Y8hTPZ/5NfjzplpeOHKUbhrVho+2VOOd3eUwmS1gyCIfpme/WJ/JZp0ZsQF909VX99uwh2fH4HVTmNhTjTumpnm8/ccrHjwokwsGxcPigZWfnmEH6QTQmpEIC7ICAdNM9q9EIZFqzA6Pgg2inYqHIQcOZlcIFpjpyNHRBL8rgLO7svFHBssdt5BpJK5avYyAV3byscldJVxuAnazo++0dLNQJW2k+w9oZYn+77JOAX1OhgsdqjkYmRG9v+O5/Md/U72ycnJyMrKQm5uLnJzc7F+/XoAQGNjIxYsWICMjAxkZ2dj165dPj2O41Xt/Ej38vEJWDE1GZvzG/Dy5kLY7JTPm5Umq53PwLh7tu+1epPVjts/P4zmDjOyolX475Wj+z1JczCBIAg8d0UOZg6LgMlK4ZZPD3lcbM41ztcfqnK7ZGLeSMaXf6ii88SRI5CRkxASAKmYhNlGocZha1VCF91eKRXxpMxJOYI+ew+VfdcJWt6N49Cg5Zw4Qno9ADT1YKDKYqPQxF6B9LWyP1jO7BAYlxRyXpsFBgoDUtl/++23OHbsGI4dO4arrroKAPDYY49h8uTJKC4uxscff4zrrrsONlvP/NC9RaPOhOsmJyJKLQdF0ZCISCweHYsnFo1AQb0Ol7y+q88LMHqKDUdq+Kp+aT9U9W/9WYLjVRoEBUjw7g3jBiyS2BP6O7JBIiKx5tqxGBUfhFa9BTd+dMBp2tURs7MiERccAI3Bio1dpmU5jGFz7I85BKONZJu0de0mfqBLLCL51YVFjrp9iPNgFUEQvJTDEWmnG8fBZy/kxummsne0Xhq6WVzSpOu+sm/QmkDTTP8irI+LRbhAufFeXnrjB4NBI+N8/fXXWLlyJQBgwoQJiIqK8ll1H6mS4+oJTPaJYwUxOiEYb147FjdNTfb5ntdfTzKEcf3kJJ9X9e1GKz7eXQ4AePbybH7J9WCB0WLHmj9LMPY/f2DCs1tw1xeH8cnuMuTXavu0hKQ3UMrE+GjFBCSFKVDdZsRNHx1w2QQFMDLLNRMZXf5rN0ma2Wz8bo3GiDZ2w5RSJuadNoUOxM41bssdIhw4GafGYT0h1xDlhro4QnYsRgQ3VbEnTQLO91kF0jC5K5UANzZHbuk5JysJwXHoqq9XjAV1TF+Dk7788C4GpLy77rrrQFEUJk2ahNWrV4MkSVAUhYiICP4xycnJqKwUdkqYzWaYzZ1NK61WOLvEE4QIlqJoBAVIcC27VNpXaNNbsJfd5nMxO5LvS3y2pxw6sw2ZUYFYmB3j8/frKewUje+OVOOVzUVOSz5+PVmPX08yaZNquRgTkkMxMYX5kx0X5PVGdnigDGv/NglL39mDgnodvjlUhRXTXBfLXzE2Hi//UYQDZa2oaNG7nDTVcgmSwxQobzEgr7YdF2Qwv8+ZUSpUtBhQVK/D1LRwAEBSmOsqQk7rrmvvJPugAJbs2ZhjrrFqchO9zIErYmg4nyz5HoHA9ip3+wk422WIBycOd9Xi6YTgCWabHWXsTmNuo5cf3kW/V/Y7d+7E8ePHceTIEYSFheGmm24CAJdqwNPl/OrVqxEUFMT/SUjwzpqy/tIJ/zjdADtFIyta5fMMHL3Zhg93lwFgRs8HgxZK0zT+LGzEwtf+wiPfnkC9ltnI9cry0fj2jil4eP4wzMiMgFIqgtZkw9aCRqz+rQCXv7UHo57cjOs/2I/XtxbzGq83kBimwN2zGIfOlwcqBX//YoMDMD2dIevvukzLchBuyDJVfJGD+yaZPVE4VvbcwFKjwypCV7JnPrJ2iuZ1eaFCmruJ6nJO4NYVOqYiCzVtHdHKVvae9r5y1X94HyWcsmY9bBQNlVyM6LPM1fFDGP1e2ScmMlWzRCLB/fffj8zMTISFMbsqm5qa+Oq+oqKCf2xXrFq1Cg8++CD/f61W22vCpyiaJz7u3xqDBeUtBuSy2quv8HseU7Ve3A9V9hf7K6AxWJESrsSiAV6EAjChYKt/O409rJ9aLRfjntkZuGFKEl+1jk8OxcpZjBUvv06LA2Wt2F/WioPlrdAYrNhV0oxdJc2YWByKr++Y4rVju3xsHJ7/rQBFDR04XNGG8QIR08vGJ+Cv4mZ8d6QG98/NdDl55sQFYeOJOqeGLOe+KXJYNC5U2XOaOBc6BgBBAQx5dq3sAUZ+cXeVwxVPXSt7ysH9w6G7yr7NwBC5pxiPzsq+b2TPLWEfFqUa0sYBX6JfyV6v18NqtSI4OBgAsG7dOowZMwYAsGzZMqxZswZPPvkkDh48iPr6ekyfPl3wdWQyGWSyvl0ucnD8kHL/3lncDK3R6lOy15ms2FXcDAC4OMe3Eo7Jasd7O5mq/s6ZaQM6pFLVasBLmwvx4zHGligVkbhpahJWznKfBSQWkRgVH4xR8cG49YJUUBSN4sYOHChrwYHyNoz28oo6tVyCxaNj8PWhany5v1KQ7OeNiIJaLkaNxog9pS2YnhHudL9QRAJP9g060DQNgiD4K7rqNgMsNgpSMcnnzujMNhgtdgRIRS6VveMwlMlKQSV31eWBzmq/a8vDRrlO1goNWjmiJzIOF+kQ3kcZhyP7TL+E4zP0K9k3NDRg6dKlsNvtoGkaqamp+OyzzwAAL7zwAm644QZkZGRAKpVi7dq1EIu9e3hGix37ylrw0a4yhAfKMCE5FDlxQfxey0tHx7q11XkL2woaYbFTSI1Q8mPzvsL6g1Vo7mAcPwM1eq4xWPDmthJ8treC34t6+Zg4PHhRZq9XHJIkgWHRKgyLVnUbA8sRqJ2inU5yerPNoxPp2klJ+PpQNTaerMMTi0e4nIjkEhEuzY3F5/sq8c3hKheyH8mSfVWrERqDBcEKKVIjlBCRBLQmGxp1ZkSp5YhUySCXkDBZKdRojEgJV0IlE/O3NepMSApTupA9QRCQsbZN7ndVqBAmucq+C9nzG9kcNXs34WjM82m0spV9iIfKvvksNXvOlcQtZffD++hXsk9NTcXRo0cF74uKisLmzZt9+v5r95VjT2kLlo6Nx5mmDmwraMTafRVIClXgvrkZGB6j9nnwEifhLBgZ7dPLVbOt08d/58y0fpnOdYTJasene8qx5s8SaFlP+LT0MKy6eLjP3Rb17SZ8vLsMj12cBRFJ8DJdSaMOH+4qw3WTktwew+j4IIyIUSO/TotvD1fj1gtcs9SXjUvA5/sq8XtePdqNVp6QAUZjTwxVoLLVgLwaLaZnhEMmFiE5TIHSJj0K63WIUsuZ6j5MiYJ6Hcpb9EgJV4IgCESq5KhsNaBRZ3Yie41DxLJcIoLZRvFau9BvEXdb194Dp9n3VMYxWu38Ht4QT5o9X9n3UcZhyT7TT/Y+w6CxXvYHtpxuxN8vSMWSMXF4cN4wfHDTeHy0Yjyi1DKs3VfBN7x8BaPFju2FTFCWr/X6DUdqUNduQpRaxme79AcoisZ3h6sx+6XtWP1bAbQmG7KiVfj0bxPx+S2T+sVWFx0kh9ZkxT++Pg6gU6ZLCQ9ETlwwrn1/n9srOIIgeDeWu0btqPggZEYFwmyjsPGE6zazzv2zwlIOB163b3Zs0jKVMTe1ypG91uhI9szHlhuQ8ljZd7ndJqjZu5dx2tiTjFREus26B4AWPVvZK3tf2evNNlS1Mg4krpnth/cxZMjeaqcQHxzglDMCADFBAXjqsmycqNa47Av1NnYUNcJotSM+JADZcWqfvY/NTuGt7UxM7G0z0votJvav4iZc8sYu/OOb46htNyEmSI6Xlo3GL/degAszI/ql8cbJFKuvGIX4UAUqWvT8bVY7hcMVbVBIxU4umK64LDcWCqkIZ5r02F/m6vghCALLxglvqALcLS1xJftOR05nk5bT7bmp1a4yDuBgv+RkHKHantfse9OgFSB7PdeclXj8+fGVvar3lT2XERQeKOuzDORH9xgyZC8Rkbh2UiJe3lyEO9YexlbW/ggAZ5o6YDDbMTbRt5N7v/WThPPT8VpUtRoRppTyg0C+xse7y3DDhwdwuk4LlVyMRxdk4c+HZuLKcfH92hh2bLzfMzsdSWFKkCSBY1UaLFmzG2abHd/cMQVZ0e5Ptiq5BJflMs6lL/cLz3osGRMHEfu6JY06p/uEIhKG8WTfab/kfPqOu3EjWLLj7JeCZC/myL5762XXCxNexhHU7F2LgrYe6PU2O8Xr+n2p7DmX0rBof1XvSwwZsgcYS98Xt05CUrgCH+8ux/QXtmHJmt145Y8inztjzDY7tp1uBOBbF46dorGGXf5wywUp/RLTvKe0Gc/8wuzPvW5SInY+PAt3zuy/KwohbD3dgC35TJrlR7vKcPeXR3BJTgxeWDqqR43haycySZe/59XzPnNHRKhkmDWMSQztWt1zV20VLQaepDl5oph15ABAsoD9MlLt7LUXruw5Gce9mUBIxqEomid/xxOwyYOMw33tIUr3Tpw2gxU0zZx0PDl23MGv1/cPBl9Aig9B0zQSQhV4dH4WzDYKn+wpR4hCgvHJoXzsrK+wp6QFOrMNkSoZxiT47gri97x6lDbpERQg4aN5fYnqNgPu/vIo7BSNK8bG4Zkl2YPCJ50Vo8ayt/fgkz3lMFrt+NclI7CgF9PKOfFByIkLwsmadnx7uAq3zXBNCL1yXDy2nG7AhqM1eHj+MD50LFghRXxIAKrbjDhV046p6eFIDldCIiKgt9hRozEiPkSBRJbsq9oMvGuI89p3JXuuUSoVk3wFzpG00Pebu8mx52B3+LeTjOOhsu+0XXoaqDLzj+kavNYT+J04/YMhVdkTBAGaZpwZeosNfxY24uqJiT4negD4LY/Jwpk/MtpnU6w0TeONbcz2pZunJfOhWb6CyWrHHZ8fRqveguw4NZ673PebvXqKuOAAPL5oBI5UtuG5y3OwIDu61yFrfKN2f6Vg5PXsrEiEKqVo6rKhCnD120tEJFLDueqekXJiggIgFZGw2mk+HrizQcto9iq5mCdul8gETsYROPYIlQyTUkKR5eBbp2lgSmoYJqaEOrmzMqMCMTk1FLECG6ZClFJMSA7xGGFwtk4ctVyCYIXE77H3MYZUZe+IHYVN/C93Vy+2t2GzU/iDlRR8mYWz9XQjCup1CJSJsWJqss/eB2BOLKs2nERejRahSineuX7coNsXenFODK4qbcZzv57Gl3+fLBjJwRUAQiepS0fH4tlfTqO8xYC9Z1owLd3ZU89tqPpodxm+OVSN2Vmd+4qz44LwW159lyZtIAobdChq0GFWViREJIGE0ACUNulR0WJAQqiCj0zgkiZJkoBKJobWZEO70YoIlQxysbOMI3R+vSAjgs/mcTzedbdNdnnsg/OGuf0eXjo6FpeO9jx5zXvs+6DXA8Ca68b2a9rpUMWQquyBzkvexDAF7mKzUHxdix4oa0WbwYoQhQQTU1ynMr0BmqbxBqvV3zAlyeNouzfw8e5yfH+0BiKSwJvXjuETGwcbnlmSgzsuZCQYR0KhqE6CJwgCNjvlYr1VysRYMsZzo3bZeMbWuuV0g5O2z1X2p2o7Q/o4TbpQ0JHDNGk5N06L3sIfT5DCTRia1b3Pvj/BTc/2NSoBYH4Gg+Wq8HzFkCN7DhOSQ/kPn6/DwTadYlw480ZE90nT7An2nWnF8SoN5BISt0x3TWz0Jk7XafHsr0xDdtXFWXyS42DFjMwI0DTNe7nt7JCVnaKx8UQt1vxZgqve24d//3TKJc+ea9RuOlXP5784YniMGtlxaljtNH46VsPfzpF9WbMeWhPXpOV2z7o6cspZr32oQspfZXIVc1evPdeg5SyTA02S3Pelr1EJfvQPhizZ9ye4S/muo/XexI4iRjNeNCrW5x+6L/dXwk7RmJMV6fMTi7dQUK/DJ3vKYbFREJEEGrUmvLalCNsLm2Cw2HD7jFQkhCiw8osjTs8bEavGyFg1bBSNrQWNgq/NLRv/w2GXbYhSyuvvZU0MkadGuFot49mFJdyybpIk+HRJTgvnyd7EZdoz6iuXu++rAqKn4K44HCeJ/Rh88JN9P+AMW7VxCyt8gSPsKjxfyUQcTFY7fmQr2JumJg94VdlTDI9R4+ZpyXwK5MYTdWg1WDA7KxJ3zkzHvJHRuHNmGggCOFGtcXru3OGMFu9uMflsdmn7gbJWdDgsPukq0XDr+rQmG79pipNtGnWdVxTBXeyWarlzZa9k1wdyG6YCpAP7MeZOOoGDcPuZH50YkmSfV9OOH4/VuAzD+AKtegtvX0vxUXa91U7hRI0GADA2Mdgn78Fhy+kGaE02xATJXRqWgx0JoQrIxCIUN+jw+b4KTEsLx8KcGATKxLBTNDafqkekWu4ycMWR/V/FzYLe9tSIQCSHKWC109jl4MrhrJXcAvFAmZivfrlKXijDnrM5cgNNPNmzGUNckBt3YglwE03cX+gwM9+Twbjq0o9ODEmy//lELe776hg+3yfcdPMmuCXWccEBPlt1WNSgY+Nuxby9z1fgBoiuGBs3oJHJZ4Pixg5MTAnFxTmd+UQF9Vp8vr8SI2LULu6W7Dg1otQyGCx27GM3jHXFLLa63+Yg9XBDU45xCHFsdc8tGnfMwuEayNwqQi6XRh3AkChX2XMVNFdRC6VV9if4yl7umez9jpuBxZA8FXMfNO6D50uUsmTP6bW+wPEqpicwOj7Yp83m+nYT/mIr1yvH9U8Mgy8QGxyAPwsbUdVqQHOHGaVNery5rRiLR8diJevQKm7QIUAqQnyIAgRBYHZWFNYdqMTW042YyU7OOmJ2ViQ+3l2OPwub+JTNRFbGqWzVO713fp2W3zPLyThGqx06sw1quYSv7DWsu0cld9bsldIulT3rziED1GjUmaGkRJCJRJBLSUhIEjqTDVaKAgHGfikVkTDZKKZRTTAzADIxyWv/TTozTFY7CIJx/iilTPSyO8mug5dx3BcznL21pcPMb6VSSsUIVkgQqpT6rwr6AUPyO8x90OJCfE/2Z7jmnA/XDx6v0gAARif4NlFyw9FqUDQwPinEZ5JUfyA3IRi3zUjDP74+jiCFBDRN44nFIzA7Kwq/nqzDjsIm/HG6AWMSghGskOLl5aMxd3gkS/YNePqykS7ENzElFAqpCE06M/LrtMiOC3JT2TOyDfc7qJCKoZKJoTPb0Kg1MwNGbDSBhtfs2cq+i4zDVdQSMYmAjClQjV2EK947BIPFDqmIxLBoFcYlheBolQaF9ToYrXbIxCS/9q9ea4LZSkEuITE6IRh3zUyHjaLw8e5ynKpth85kg4ggkBSuwI2Tk7F8gvAJnjsOpYdoDoIgUNSgw9cHq3CsSoNGnRl6sw1SMYnchGA8eFEmHxbnh28wNMm+Xyt7zonhO3nlGEf28cE+ew+apvEtu3eV85afy7hlegoWjYqBVESCJAmo5WK8t7MUBXU6pEYo8fv9FyBSJcdlb+7C73n1mDksAnIJidp2E07X6TAi1lnXl4lFmJ4ejs35DdhZ3ITsuCAkhTInxCadGQaLDQqpmC8wuIlZAIhQy6BrsqFRZ0J6ZCCCA7po9l2sl50yDqOVH6poh2rsJdAe3IAzH94HpVIJO0XjiR/zsP5QFa4an4Cvb2fWN767oxQ/HWdimf975SgsyI6ByWrHryfr8J+N+bDaKTx4USY+vGk8f0I7UNaK93aeQVOHmb/ycQRX2XdXnb/4ewGGx6jx9vXj+FgIk9WOL/dX4v9+yMOrV+XyTWw/vI8hp9mbbXa+GdYvlX0zI+P4yonTYbahiG00+3Kd4pFKDc406REgEeGSQbDL1huIUssRopQiKECC74/W4HBFG+YMj8LdszP4xmlWtBoGiw1yiYhfNu7OlTOa/f6XsD76IIWE19+5sLPYLpo9AER1mZrlwsS4xr5rg5aRSziSrdOaYa7Oh+nMYV4XJwkm/2Z0fDDEIoK/vaBOi5unpWByahjKWJeYVETiirHxCJSJoZCKcHFOjNOVy8SUUFyaG4vTdZ0DYo7oqRunuLEDt81I5YkeYGSiv01Pgc5kg83u1/R9iSFH9nUaxgUhl5AI87B5xxuw2ineieErzT6vph00DcQGyfnERF+Aq+ovzo4+7yx2rXoL3thWgktGxeKSUZ1N27JmPeq1Jn4Yag7rytnixm+fxv6MuT4N4BhjzPwecFeTjpU9p9tzA13BXd04bGWv61rZWxiSjVDJIA6KgEgVDr3ZBoPFBoudQpBcghqNEQRBwGRl1hiGKKU4XdeOmjYD5BIRTFY77DQNo4UJWrNTNArrddAYLNCZrDBa7DBa7Chp0An66CmKht7SMzfOpJRQvLfzDI5XaVCjMaJJZ0ar3oLTdVrQNM2fxPzwDc6vT20PwGmlscEBPveIV7UaYKNoBEhEvE7qbXTq9cE+eX2AudTeyF76X3keSDhdoTfbEB4odcqA2VHUhPu+Ooorx8bzy0jmsI6b41UaNOpMfPXPgZPqzjTp+YZkUqgCx6s0/CAVR/b1WhNsdgpiEemynYqr7Nu7unG4Bm0XzX7ZmBg8Z7Mi6qpn8NSvxQgJlMNosWNPaQtkYhI/H69FbZsRAVIRNAYrtpxugFwiglQsQmlTBzpMNuwqacESdmnLbWsPYVR8MAJlYphtdhyt1CAtIhDPXp7t8r0zOFhRuysCHrgoE//3fR7yatoRopCCJJmGbV6tFs8syfYvLvExhh7Z96NezzVnU8KVPnPJHOsHst90qh46sw3xIQGYnBLms/cZKCSEKhChkuG+r45ialoYihs68Pn+CvzrkhG4no2JpmkakWo5RsUH4UR1O/4saMRVExKdXicpTAGSAHRmG5p0ZkSq5Z2Z9a1MZR8eKINURMJip1CvNSE+ROHited2vbr47I02tgJmPrZWOw2zzY5ghRStm9+CSBWBcdftglQug0IiwgPsUveqVgMOlLVCb7FBKRXjn5cMh8lqx+GKNhgtdgQFSLBq4XBEsQXJ36anYFdJMzQGKxRSEe6ele6259TBSksk0Rnj4A4xQQH4aMUE5NW0o6LFAIJgrKfjk307COgHgyFH9tVsZR/fj3q9b22XGgC+1es5CWfp2Hif5wgNFN66bhye/jkfVa1GWOwUfrtvBu84ckzFnJMVhRPV7dhy2pXsZWIREkIVqGgxoLRJj0i1nLdfcpU9SRKICZajosWAWg1L9l1lHIcJWoqioWLdOBY7BbONctoFqzfbISMJgCBh1zXhwoxQpMd1DrvZ7RQi1TIsddhDzAWscX0kiqKdlpwEK6RY5NCXsQvEO3NwbM52d6XcprcgQCpCdlwQsuOC0G6wwmy3o8NsO++kwcGIIfcdHojK3ldOnEatCbXtJpBEZ/CWt1GjMWJXSTMA9Ovi8oHAE4tHOP2f88s7ktic4ZH435Yi7GKnabvGOqdFBLJk34EpaWGC26jiggNQ0WJAjcYAIBSRKjlIonNfbLBCCpJgsmY6LDYESsXMwm+ZCHqzDWGBMqhkYpAkAZPVDpkEAM0QuMXmnNz5zK+n0aQ14YLMCFw0IhpBARL8dKwWPxytwfVTkhAeKMNne8tB0cwOhHClDCTJZN8nhCrw7C/5IEkCqy4ezstOjuCkJFU3ZG202PHuzjO4b04GKIrG4co2vLSpEPVaE0bEqPHUZSNdZDE/vIuhR/YatlHWD5U916hL81Flf7yaGabKiFT5bCjl+yPVoGlgcmpoj9b5nS/gltx0xchYNWKC5KhrN2FvaQs/OcshNVyJbeg80XMN2lqNkd80Fcs3aZlKfmJKKIqfXchPJEvFJEqeXej0/oXPLHA66Zx4ch7//7oWDUSqMNCUHUEKKbQmZk3g73l1+OlYLUbGqrHuQBX+yG9EUlgA6tpNKGvRY82fJQhRML2K0qYOPPLtcVS1GpETFwQbRYMgmOJIIiLxe149Vs5Kx/Lxzl57fQ9tl20GC37Pq8NjF2ehUWvC//4owrWTEjE9PRzrD1XhyZ9O4a3rxnn+ofhxVhiCZM9V9r4nLu4D7yvb5bEqJvzMVxKOo7f+XJ6Y7QvcSRLMNG0kvthfia0FDS5kn8ZuPeNO9OGBUiikIhgsdlS3GZAaEciTfTV7lSkUO9H1RNP1eBz//+q2MkRf/1/YdC247cvjIEkRaNCoaTNCY7Bi2fgELB4di6d+PoXvj9bitatzoZDWYl9pC+6exYTAAcCfBY3IjArEFWPjMTohCDFBAfj3T6cQqpDguslJglJLTz32Jqudd/NY2RPJZWxa6JLcOH4/sx++w5CyXtopmrde+rqybzdY0cKOu/tq2pSPSfAR2R+uaEN5iwFKqQgLfbyQ/VxCZwpmo0veCzcpzfVrCIJwsV/GC9gvzwZ17SboT+1Ay88v4alFw7D6ihw8fVk2RsYGITFMAZIgYLFR+PfikVBIRPhsbwWKGzsQHxrAO2AoikZscACumZiEHUWN2FvaglClFIEyEZLDlciMUgk6yjj7Z3eau0ouQWaUCusOVKKq1YBQpQzFDToYLDYU1GsH3Zaz8xFDqrLXW2ywsc0mX3vsm9klzCq52GcSC0cWvmoAc0M0U9LC+Az1oQCDxYaihg5IRARGxrr2QsYlMwvj69pNMFrtTt8brmpvckixjFTJcLrOYX0fu9FJY+jcbHU2yIlT43ttI2zaJgyPVkGpVIKiaCSFKdCqt0AsIiAVk7BTNHITgyEVkdhyugHv3TAOo+KZr48kCVjsFLJiVLh6QgL+74c8PPfraZQ0dmBsYojb9+aXlYs9140RKhlunJKM1b+dRkKIAgazDSs+PojhMSp0mG1YdfFwr3wv/HCPofMJ7oL+imEn++GNfJ0+Ke3mg3y+obRRjyVrdiM2SI49q+a43C8h3X8/hH7cXX883v6VuHlKAh7N38F0Vbn3JAncNiMV7QYrv8hbRBJ4eN4wBCukGJsUgqxoNb94vE1vweVj4pAYEgCCAFZfkYMt+Q3YXdLco2G9nnxNOfFB+PLvk7HxRC3q202Ymh6O9MhAzMgIP2f2IpzLGLJk74cf5wsCJCLQFoPL7UlhSqDLWEQSKzNx8wMcQpRSXDG2021F0zTmjojC3BGdS9TP1nbLWVgXdYnb8Ecf9w+GVsnmhx9DDDuLmgR35+4oanKRkf4sbOSndLlKm/PY7ylpRl372fUYuNekKBoURfOvXdLYgcPspjU/fAc/2fvhxzkKiqKhMVjQ1GEGqQgCIVXAwg5McdXyntIWfr2h4+27S5qhY6dfudt2FTfzVkoOXDF/oLyV34nbV9A0zVtaSZLg5cfSJn2/bI0b6hhUMk5xcTFuuukmNDc3Izg4GJ988glGjBjR/RP98KMfUF1djeLiYsQnpZ7V63DkarNTOFjeCquNglImho2iABBQSEUIkIhgtlGgQUMmFkEuIWG22kESBMQiEiIS2HemFV/ur0RBvRZxd3wE2K247YvjuGt2JmaxC1YeuzjL6b256vqfC4e73Pb4ItfPGnff/XMzz+prdnwtgLli4Mh+Qbbf6dUfGFRkf/vtt+O2227DihUr8O233+KWW27B3r17B/qw/PADH374IW677TZQFAWSJBE8726oRs/r02txpNeoM+O/vxeiUWdCm8EKs80OEUmABMCl/YpIAjRFw87q3SRBgKIZCUQiInHNxAR8dP0oqMNjIA6Jxah3vsYLvxUgv7YdN09LgdVOo6rVgEadCRQFRAfJEaWWoUlnQYPOBJqmEa0OQGqEEnKJCI06EypbmA1eFA1EqWXIiFLx+TxngzNNHTherUGHyQaCIBCmlCIrRo3EUMU5u+LyXMKgIfvGxkYcOXIEmzdvBgAsXboUd999N8rLy5GcnOz0WLPZDLO5U4fUaoVztv3wwxuorq7miR4AKIpC66Y3EZAy9qxf+81rx0All+Cq9/Zi2bh42Cga3x+pgdlOYfn4eJQ361HU0AE7RWNBdjROsomRYpJAh9mGM016rP69COGL/wFJaDyOVmmhNVrx7s4z+PJAFUICJGgzWBETJIdYRKCsWQ+t0QaFlERyeCBEJIEaNhHzlukp2Hq6AcWNHYhSyyETk6hqNYAG8PglI5yatb3F4YpWfL6vEpWtBoQppZCISVS3GdGkNeGWC1Jx05QklygGP7yLQUP2VVVViI2NhVjMHBJBEEhMTERlZaUL2a9evRpPPfXUABylH0MRxcXFPNHzoCnYNLVn9brhgTJEquVo7jBDa7TihinJAIAv9ldCJiZxy/RU6ExWzH5pOy4cFolbL0jFiWoNntl4GrOyIqC32DEtPRyvbylCx+mdMOTvxPstLXhm0xmMig/CugOVaDNYseGuqXyi5WVrduOGyZH49WQ93nHYGHWovBU3fHgAqxZm4YObJjgdZ0G9Fv/4+jgyogL5AbHe4qNd5chNCMb/rsp1ur3dYMXf1x5CSrgCs7P6fjLxo3sMqlNpV6+tO0vWqlWr0N7ezv+pqqrqj8PzY4giIyMDZFdvPUFCHHx2G7uaO8w4XNGG+nYjIlRyfH2wCruKm2Cx2iERkdhe2Ijf8+ohl4rQqrfgRLUG+0pboJCKsGx8Asw2O17fWgy91Y6ApFyEXXwvFq7ZjwCpCFeMjQcBAgFS58lUo8WGayYm8qFrHMYnh4KiacEhsqxo9VnPBugtNsGVg0EKCZRSkd9n3w8YNJV9QkICqqurYbPZIBaLQdM0qqqqkJiY6PJYmUwGmcy/6MCP/kF8fDzee+893H777bDb7RCJRAi6aCXE6vDun+wBFjuFN7YVI1QhhVxC4qmNp2C10RibFAybncLtaw9DIiIxOTUUNRoTlr69Byq5GNPSwrH61wIcqWhDTnwQ2jrMOKgIgrHyBN66OgfpMWEQkQQC5WLUtBnR0mGGXCICSTDRHY//kAeSJGCzU9CbbRCRBDadqodKLsZPx2ogEzMLVUiSmbzdUdgEiYg8q0nweSOiseV0A/QWG9IjAxEgESFQJsaxKg30FrvPlvv40YlBQ/aRkZEYM2YMPv/8c6xYsQLfffcdkpOTXSQcP/wYCNxyyy2YP38+SkpKEJeYgoveyzvr10wOU2LVxcNR2tQBG0Vj5ax0WGwUGrQmiEgCGZEqNOpMaNKZIZOQSApVol5rQpvBAplYhDtmpiIjUoVmjRZZmzZAPf4yPPz9aUhEJGo1JqRFBmJErBo3fnQAQQESSESMTi4VkbDRFK7/cD8kIhI1bUYMi1bh05sn4quDVfj7Z4cQKBNDLCJR3WpARlQgnl2Sg/Cz2CR17aRE2CgK6w5U8k6c8mY9EkMV+PelIzE8Rt39i/hxVhg0ZA8A7777LlasWIHnnnsOarUan3766UAfkh9+8IiPj0d8fDyMFjuAsyd7mqYxLFqFYWycgcFig1REQixicmyaO8zIYbNrbHYKWpMVYxKDnSQPmmbWXrb89hoAYGtVE7YUadCgM+Lpy3L4x1S2GkCAwO+n6nDbjDTYKcalAwCb8+tx24w0AMB/4oLwnyXZfO7SxhO1/H1nixunJOPGKcloN1pBEsD6g1VYMTXZ35jtJwwqsh82bJjfaunHeQ+KnRzlSLuiRY/3dpxBo86EjCgVVkxNwvt/leH7ozV4+rJspEUE4qVNBciv02FSaijun5OJYKUERosdu4ubQdstIKQBAAjEhwTgaFU58mra8c+FdsjEpFPy5neHa3DjlCTIJWIks9EJG47UYMXUFEjFJL+whdPXvz1cjesnJ7kNwluQHY3cxGAoexCUR7HRxlzU8deHqnBpbqx/aUk/YVCRvR9+DAUYLJ1LuvVmG/6zMR9bTjciKUyB/WWtWHegEiarHTQNPPzNcUjEJEIUEqRHKrG9sAknqjRIDlfidJ0ONnZiNurq5wCCwI2fHsWRqnYkhSogEZEujU+5hIRE5Ny0lYlJiFmfe9f8G6WM2ZLlDsEKKYIVPUuQ5V6by8gJUUihkp29f9+PnsFP9n740c/gIg0AZh9sdZsBc4dHYXR8EIbHqPDP7/MwLFoFiYhEfEgAdpc045bpqbh+chLe2VGKHYVNOFDWiivHxcNmpyEhKDzzxpuASIznn92N+77Nx6xhEYKDSitnpbvcftesdLchZ/fOzvC6zMKdgB6aP8zFLeSH7zCkxDKxwy+0ucuuTm+Di8E1We38Zbu3wUUP60zWbh7ZN3ALJbiNSkMFTR3Mght3CzW4rHqSAMRdLJkmK1O1O8Ygm9jMdy5OWGNgfl5mG4VNp+oRIBXjhaU5qNOa8FtePSQiAjKxCJEqOTKjVAgPlPFWSZPVhsmpYRgZG4QjlRoU1GuRGRUIS0MpLLVFiA2WI1wlw/jkUMFj57ZSOWK+wG0cum7i8iYmuDlGP3yDIUX2CqkYajlzMcNtrPIVYoLlEJMEzDYK9VrfvBfnYDhZ7ZsJ4llZkRCTBE5Ut6O4YegEVf2Rz6zIm5oeJnj/toIGAIw3vWvWP797Nrxz7WUl2whNCGV08FZ2g1mr3oLP91UiMlCGsEAZnrs8Byq5BO1GG5o7zAgKkODqCYmYlhbOJ0SabTQkIgIfrhiP+SOjcKC8zcEzz/z96c0TfErSfpybGFJkDwBxIcyHkFs87itIRCQSw5j34gjA2+B2z3K7aL2N8EAZZrKBWtwu2vMdFEVjy2mGzC8aIVzxbi1gTgZzh7sSammXvcNmmx21bDRwYijTEDWy1f+8kVF494ZxeOqybNjsFCiKxpXj4nH7hSmQS0ikRCgRIBXh2kmJmJAciiadCWMSgjF7eCQCJCLcOTMdr16Vi4xI56lW/4CSH0IYcpp9XHAATtdpUdMP0kRqeCDONOlxprkD0zPObgBHCNzu2ePV7XzTy9tYNj4eW043YMPRGjw8f9h5b5M7Xq1Bk86MQJkYk1NdZQadyYp9Z1oAAHOGu473n2EXjaeGM2Rf3WYETQNKqQjh7DpC7qoy3WH5OIcRMWpkxwXhntlMyiRN04gJDkAM+7iuMsySMXHQ652LiR1FTWjSmWC0Upg/IorfNHWiWoNTtYzsMy6J+dqaO8zYeroBMrEIS8bEuXwtB8paEaWWd3ul4Jhi2VMcLG9Ffq0W45JCkB3nOrnrh3dxfn9yBRDPLhqv9tKyZ09IY3fD+qqyHx6jgkREoFVv8ZmuPmtYJEKVUjTpzNhZ3OST9xhM2JzPVPUzh0VAJnbV7P8qbobVTiMlXMlX744oZck+LZJbMs787BPDlPzJmKv0uatMoDMapKxFj4PlrbzL5liVBsUNOv7+A2WtqGjRO+XSN2idl5PsKWnG61uL8fgPefyVBgD8llePVRtOYuOJOv626jYjHv3uJF7aXOjytRwoa8VjG07i830Vbr5bnXjrzxJY7b3rg311oAr//unUkPi9GgwYcmQfx1ZI/VLZs2TPEYC3IROLMILV7Y9VaXzyHlIxiSW5TMU3FKScP/I5CUc4lIuTeOYIVLo0TfPkylX2FS2MXJgc1kns3MBSTFDnRCp3ImBSLnV8lZxX0+50Ij9S2Yb69s4e0IGyVrR22Ti1auFwBAUwVxFcwxhg1hcyt3WSMrco3PE2DoFsf0vXZaFJ168ZAH44VsM3nmma7pEpgQthc1zO7ofvMPTInq3sa/qhsk9lKz9fVfaAo26v8dl7XDmO2U26Jb8Rbfqz21Y0mFHWrEdJYwfEJMH3Khxhp2hsL2Sq0NkCen2r3oJ2oxUEm0EDdJI9178xWe1oZjc+JYQo+dflMGd4FK6ZkMiT/w1TkjFzWAT//zsuTMOk1DAQBIF2gxUXjYhCg9aMgPSJkEal8f0AjtgdPf2dZN95G0f2ZlvnbRy4LJyu26scwfWGR8UH869LEESP9tX6yb5/MSQ1e6CfKnv2A1+jMcJosfvEUzw6IRjYW4HjPiT7EbFqjIhRI79Oi5+O1+Kmqck+e6+BxB/59QCAyalh/JSnI45WtqFVb4FKLha0DZ5pZk7qccEB/M+ak3GS2QlWrqoPkJDYnF/PB5FRNCAREZCISJAEs7JPImJupwFIWTum2cYMWxmsdnx3uBoVLQZEqiRQj18CcVAklr1/CM9cPop/f4Olk6jlkk47cOdtzOPMApW9qgdkT5IETFY7EkIC8O3hapAEAY3RgqAACZaPTxBMuuQQyZJ9o5/s+wVDj+zZyr5RZ4bZZhfUZb2FUKUUwQoJNAYrypr1GBHr/bAnrkmbV9sOq53ivdzexrLx8Xjq53x8c7jqvCR7vdmGrw4yUdnuJBzOhTNzWKTg97m0kW3OOmj5XGWfFMa5wBiyF4tIfH2oCqFKKTrMNpyq1aLDZENiqAKhgVIU1OlgstqRHK5EkFyC0/VamG0UUsKViFbLcaC8FWq5GC8sHYXJiYEIvHsGAOCbwlo8/ctpRKsZIhUidqNAZW9h3UCOFTlX2Xd4IPuWDjOe/60AJ6rbkRKuRIRKBoJg5Kj//VGEv89IRWaUSvC5XGXf7Cf7fsGQk3HClFK+wvG1154gCL66P9PsG90+JUwJlVwMk5VCkQ+98JflxkEiIpBXo8XpuvNrMxhN03jk2xM406RHhEqGxaOFc+q3snq9kOUSAEpYsuca83aKRlUbR/bOlX2ESoZv7piKd28YD5Ig8Mj8LBx54iJEqmXQGq14YvEI7HhkFpQyMfQWG569PBt/PDADARIRHl80AilhSvzvqly88kcRqhyuUkfFqUHTNE/sjjKOXEjGcRgcs3RpsAb2gOzf2VEKmYTEpgdm4J0bxuE/S7Lx9GXZePXqMTBY7ThU7t4W7Jdx+hdDjuwJojPk6XzQ7UmSwOj4YAC+1e1DlVLMYTcJnW+N2nd2nMEvJ+sgERF4+7qxCFW6Zr1UtRpQ1NABEUlgZqYw2e8qaQYAjGKTKms1RljtNKRiEjGs/ZGTDx3z201WO9IilFDLJQiUiWG10xgRo0ZccABkIhIWG4XR8cFIjWDWCBIE48Q6UNYKi52CzmQDIVWAkMjwS14DAqQinqiNAg1ao4NkIxeTTsfhCO41TFaKdwd1BUXDrVSjlIqgMbrv8XBkrzPb2CRRP3yJIUf2wMA4cs74yJEDdDZpfanbA52N2h+O1vTaZjdYsaOoCS9uKgAA/HvxSLcxA5wLZ3xSCIIUrnp+XbsRBfU6EARwIXsy4CSchJAAXh6pYa8m2wwWrDtQiUPlrRgWpcLn+yrw398L0aA1IzMqEJ/tLcdrW4tgsNqQERmIT3aX450dJbBTFGwUhVUXZ2H/mVaUNenx0IZ8RF/3AuJXfoYvD9bg+StGIZg9RqNAZW92IHWxiOSdP10jRByXlejNwmScFa3CsUoNfj1Zh31nWrAlvwHrDlTikW+Pw0bRmCswi8BBJRPzV9n+6t73GHKaPdC/XnvOgsc173wBfriqqt1n7wEAFw6LQHigDM0dZvxZ0CiYs3IuoaJFj3vXHQVNA1eNT8B1k1y3onHYepqbmhUmrz8LGJfOmIRg/sqgotW5OQt0Tm5nxwbhu8PVsNopiEgC+bVa0ACig+Sg22j8WdAIgEB0kBx2yoBthcz7xwQF4B9fn+CXivx093SQlAU52ddCMWwqvnhmLZRKpbAbR8oQq7FLBS8Xk9Bb7C6VvVRMQipmriw6LDbBk9yy8QlQysR4Z0cpSIJAhEoGMUkgSi3H5WPi3Or1AHOVHaGSoarViKYOE+9Y8sM3GJJk35+VveNgla+mXEezskFRow4dZht/+e1tSEQkLh8Ti/f/KsM3h6vPabI3WGy4fe1htButyE0IxtNLRrr92ehMVuwv46ZmhSWcbWzzdraD/76r7RIAatnKfvmEBExIDoXWZAVJEPjqQCVWTE2GxmgFASZj/tYLUtCoM4MA42O/bUYaajRGEGCWivz9glQQBAG9Xg9bewOU2XNgsVFQAgiQuso4nBmhK6nLJCLoLXbBcMBAmRitNotHR87CnBgszImB2WZHu9EKtVziNkSuKyICWbL3V/Y+x9CUcXivvW/zcQCmMffeDePww8ppPnuPSLUcsUFy0DRwwudSTgIA4M+CRjR3nJsfUJqm8fC3J1BQr0N4oAzvXD/OoytrZxEzNZsarnRy2nAwWe3Yzer1jv78rrZLiqJRx07PRgfJQdM0r9OvP1iJlg4zwtlQtK8PVaLdYEWUWo5ItRzfHKpCh9mGuOAAxAYH4LvDNS4VOm0185KMgrVeGp0qe9fbAAevvYD9UiljnqMzCZM9TdPQsENdXFKnXCLyD1YNQgxNsg92tsH5ElIxiXkjo5EeGejTgKqxSSEAmAlLX2JYtAqj4oNgo2j8cLTGp+/lK7y38wx+OVEHMUng7evHIjrI86YkzoXjrqrfX9YKo9WOKLUMIx3stV0r+6YOM6x2JkMmRi0HQRD8BGpYoAzqgM7GcLBCigBZ5wlIJZfwpAwwxN11qUj73q95sg8QsFkKTdACDi4dgcGqQHa5iLvKvkZjxP/+KALQuYGLu4LtyWAVt6XKT/a+x5Ake06zr9OYXC5pz1WMZ8n+j9ONPIH4CsvYRu27O8+gwUfxzb7Cryfr8PzvXEN2RLeZ6iarnffXCwWfAcCmU8ww1qxhkfwJ3U7RKO9S2XM7X6PVcj5Qjl/kMc95kccDczOdrjbun5vp5O2/b47rUhFjyX7+33KBKp4jdc5Tz6EzMsH1s8ANVrmr7CNUMj5AjSP33hQ1XGVf135u/R6dixiSZB8TJEeESgYbReNopWagD8crWDgqBjIxieNVGuwtbfHpey0dF4/MqEA06cy48/PDgqP2gxF7Sptx/1fHQNPAdZMScf3kpG6f8+vJOrQbrYgLDhA8MZisdvx8vBYAnPz5Z5o6YLJSUEhFSAxlKvtifuhK6fI6XV1AU9OdU1JnZEY4/b+7FEohunVMpbQ5kj13EhDQ7NXsJLE7C6VMLMKo+GDemmmnaJisdujNNrQbrXx2vztw34sSH7rV/GAwJMmeIAhMTmUWU3Bxtec6IlVyXDORcZO8sa3Ep++lkIrx7g3joZKLcaRSg6d+zvfp+3kD+bVa3P7ZYVjsFBaMjMbTl2X3qAL9cn8lAOCqCQmCEb6bTtVDZ2K09CmpnctOTtYwzqgRMWr+edzQmyeHirfALTRx/BIdj5+iXSt7oQZtqJIle4P7bWhvbivhw9gMFhte/L0QT/50Cv/8/iTu+PywU/ZPVwxjvxdF9TqfX5EOdQxJsgfAZ5WfL2QPALfNSIVERGDvmRYcKm/16XulhCvx+tVjQBAMIa47UOnT9zsbVLUacNPHB6Az2zAxJRSvXp3bo+z1ogYdDlW0QUQSuGpCguBjuAGzpWPjnDTqvBpmytgxp724galehzmQ/Y/HapjhKJZomzvM+Ku4yWkuY09pM/Jq2vnqubhBh5PV7WhnCdhTo9yR7MXuKnsPMk4Iu0zcUwDeLydrIWOXmKvkEvx0vBYxQXIszI5BaWMHtEb3J4rkcCUkIgJ6i71femhDGUOY7Jkq7GiVpt90e27s3FcVTGxwAD/45OvqHmCkhH9cxCzZ+PePp3zeHO4LWjrMuPGjA2jSmZEVrcL7N47vsS2Qq+rnDo9ElNq1iVujMfJTs5xLiUMeW9nnOJB9IVvZZ0Qxjh6DxYb7vjqG5e/u5bX1g2WtuOHDA3jom+MAmDTKa9/fj0Vv7IKefcyTP5/C4jd34U/We/+LQz49B65yJx3Y3vHfdieyZ4etBCr7YJbsu8YoOyJQJnZq7qZFKHHLBam4ZFQMsuOCPMYtSEQkvxfAl3Effgxhsk9lQ5ssNqrfdPtXNhehus0AgiCcGmTeJP87L0yHiCSwo6gJJ6o1Xntdd1g5Kx0LRkbDYqdw5+eHB1XDVm+24W+fHERZsx5xwQH49G8TBdMshWC02PHdEaZqv3aSsLa/4XA1aBqYlBLq5KWnKBqnalmyZ2cgNAYL7zjJYCt7zq0TopDwA0tcAiTnUmlnq2KC6GyWcm4abvpU6PdH6FfKScZx0uw566Vr0dMTGUcdIMHe0ha06i3YUdQEpUyMJh3ze9Cqt6BR5/l3gpO1Cuv9ur0vMWTJvj91e8cP1ns7zzjdV1iv86hp9haJYQpcxjYK3+yH6p4gCLy0fDTSIwPRoDXjold24N0dpQPucrLYKNzx+WEcr25HiEKCz26ZKFidu8PGE7XQmWxICA3ABV2apQBDsN+yJ4Nl452r+jPNeugtdsgljlUrQ2RxwQH80Bvnw09ymLDliDGSTa3kpBq1XMLLRNz3VubhCoUje+fKvvN+IRnHY2XvQca5ZXoKvjtSjed/O423/izB/JFRSGCb0qsWZjl9fUIYFs3q9v7K3qcYsmQP9J9uz33eHpqfiRCFFEcq2/D87wWY9vw23LPuCB797iR+Pel6Kd5X3DUrDQTBrNgrqPd9QmWgTIwPbxqPrGgVtCYbVv9WgNkvbcd3h6t7NFjjbVAUjUe+PY6/ipsRIBHhoxUTBFcIesKXbA/i6gmJgn5xZj2gAUqpCAtznCeJ8wSas4V8c7bzOP6/vesOj6Jcv2e2p/feewJpEJr0ohQFFZGigGK5ygUrXlSuP1TuRb32gmBHERQCihRpUqR3SEJCKqT3nk2y2c2W+f0xO5NNdrYlu5sAe54nD2Rnd/bLlnfe77znPW9xD/tjoEtvTnu905m95o6EDvYiPY1gbAVaQu2Tr3kc0E/j0Jx9sw4ahyRJjIvywn8fiEdSkCtW3BON+cODIeRxoVKRGB3hCU9HIetjaXRl9rZgb0nc4cHeOrw9TdsQIHCpuBHP/XIVLRI5vnhkCA6+OB7joz3xTY+Mvy+I9HbCvfF+AID1f98023n1IcTDAfteGIeP5ibB30WEyhYpXtmRgfvWncYpK88Yfe9ADnalV4LLIbBh0VAMCXYz6fHZlWKklTaDxyEwb5j+wux9iX6wF3S3p8hk4esL6GDv21WcZc/s2WkcV3vNYN+TxtFeH31Tz8sUV6MPgAZ9HjYJLU3jNOmgcWhFU6inAxaODEGcvzNu1rXhRm2rUU1VQFfB+kZdm053TRv6jjs62Id7OsDbSrw9h0NgV3oF3OwF2PP8WLz/cCJSQtzA4RB4IDkAMrnSrNvY5yZHAqDoCEvNwO0JLofAwymBOPaviXh9RiycRDzkVImx+IeLWPzDBYbHtiS+PXkT350qAgB8MCcRk1jGCxrCrxepAdvTBvsyTT+aaJcpsE+9E+tJ4QBdmb2mEoeRXXp3Bfvieu35tLXq4eFeejJ7OijThWYSbJy9doEWADjqbzxrgZbFLoGmcVo65HoDcY1Yip/PFeOTv/Lxw+kifH+qCMt/uYpNZ4sNBvBANzvY8bnoVKhQ0mh5C5M7FXd0sLc2b7/zajkW3xWita399uRNJAW6ItJEqkEf4vyccXecD0gS2GCl7J6GiM/F0gkROLlyEp4aGwY+l8CpgnrMXHcaK1LTUd5k/i90Y3snNp4uwrv7qe7Y12fEYo5amWQK2mUK7EqjmqQe1eGCuT+zCpJOJcI8HZjOZRpUcZaizujiLNDF2ccYmdn3DPbOdmyZvTrYs2X26tt6thKwZfaM9JIls3fVeN4WHRLKWrEU/9mbjT3plQh0s8PIMHeMi/LCkGBXXCxuxM/nSlgfR4PDIRh6K99G5VgMVgv2S5YsQWBgIJKTk5GcnIyVK1cyx1QqFZ5//nlEREQgMjISGzZssNayrBbsORwCMb5OautayknxpzNFmPv1WexOr8QDQ/yN3vYaCzq735VewbTqWxNuDgKsnjkIR1dMxP1J/iBJYGdaBSZ/fALv7c9hio+9QXWLFHsyKvF/uzIx9dMTGPrfw/jPn1Rz11Njw/Ds+PBenXdvRiXaZAqEeth3a5LSxA41hfNwSqBWY1ZxQzvaZAqI+Bzm4l3fJkNjeycIAkztQCpXolJtEUBn9gqlCg3tahrH2QjOnqZxWNaoYoJ99/XRnL2SZFPjaGfgPC4HziKKpmrSwdufK2yAVK7Eb/8cjafHheOB5ADcl+iHp8eF4+GhgUbReAxvbyvSWgxWtTh+/fXX8dxzz2ndvmXLFmRnZyM/Px8tLS0YOnQoJk+ejNjYWIuviS7S0ry9sRrs3uDpseF4Z38OHv3uPPJr2jAsxA1zhwVherwvnEXGSQJNQXKQK8ZFeeJUQT2+OnET785OMPtzGINgD3t88cgQPD0uDO/uz8H5wkZ8c7IQ2y6V4fnJkVh8V4he10mSJFHW2IELRQ24WNSIi8WNjGxRE1HejpiZ6I/nJ0f22nSOLsw+MoK9MFvS0I6LRY0gCGC22hNGEzRfH+fnzHjX0BROsLs9439DX3ydhDzG/76hvRMkSalmPBzYg71CqWKUNHSBlp2zVxdoe9zOBHsjdfYAddEWSxU6eXtPRyE65EotC+92mQLnixrg7qC/QAvYFDnWwIDws09NTcXSpUvB5XLh7u6OefPmYdu2bXj77bct/txhat6+tlWGtNJm3BXBns2ZA6GeDvh6UQquljYhxMMeziI+uBzCYkPCAeD5yVE4VVCP3y6X4/nJkfBzYR8hZw0kBrpi6z9G4XheHd47kIP8mjas3ZeDn84WY+W0GMxKpHY3JEniRm0bLhQ1UsG9qBHVPfT7HAIY5O+MEaEeGBHmjuGhbvAwoPowhKyKFlwrb4GAy2Ga03qCLsyOjfRkHcfH8PX+GhROtbZNAqPE8bRnAiTN13s6Cpmg3DPYSzUCsj7OXsUivQR0BXvdBVqAUuSUNEh0dtFGeDnCy0mIVTszMcjfGW0yBepbO1HTKoWrHR/LJkWwPk4TNkWO5WHVYP/JJ5/g22+/RXBwMNauXYvk5GQAQGlpKUJCuhpXQkNDcfnyZZ3nkclkkMm6WsTF4t7LC2nefk9GJc4VNlg02APUl82Q06I5MSLMHSPC3HGxqBHfnizEW7MGW+252UAQBCbFemN8tBd+v1KOjw/nobypAy9uS8d3pwoR4GqHS8VNWrpuPpdAYqAr8/ekhLiZfTe08QxV2J0e78t64VCqSPx+hV1bT4O2SdBU4uSrDdA0ZZfGaOwBMFYDTLDvNoxEtxoHLNJLwFCw15HZ29OKHPZg7+siwvtzEvHT2WIcy60FSVIXrCFBrpgS54MwT/06e6Arsy9ukFh8h32nwmzBfty4ccjJyWE9lpaWhnfeeQd+fn7gcDj4448/MGPGDBQUFMDRkfoCaG7/DHWUvvfee1izZo25lo6R4e7Yk1GJi0XW8cm5WNQIPxcRgtztoVCqtKxqzY3nJ0di8Q8XsfViKZZNjGRVmFgbXA6BecODMCvJHxvPFOGr4zeRVSFmgqWIz8HQYDcmuA8JcutmAWxufH+qEDuvUv78j93F3jF79mY9KlukcBbxMHWQtt0xSZLIqtRW4hSwGKB12R93KXFqxN1llwBLZq8O9gIeR2+NR2VKgZavW40DaPjj6Kmx0EX5pRMMZ/Fs8HYSwsWOj5YOOQrr2jFIYy6ADeaB2YL9qVOnjL7v7Nmz8frrryMvLw8pKSkIDg5GcXExhg8fDgAoKSlBcLDueaCrVq3CihUrmN/FYjGCgtgzLWMwMkzN25c2Q9Kp0NJNmxsNbTLUtkoR5G7fLdCXNkhwpbQRHg5CJAS4wM1BoOcsxmNspCeSglyRUdaM9w7k4OO5SRYdpGIK7ARcLJ8UiQXDg7DtUhk4BIERYe5ICHCBgGcd/cDu9Aqs3UclKq9Oj9E5dHz7ZSqrvz/ZnzXzLGmQoFWqgIDHYfxvSJJkqIkoFtlliLv2fNoADXpIO9irlTgarw27XQLN2feUXmoXaEV61DgAmM+hPjM0+jk1l0IQxnvbEwSBGB8nXCxuRG612BbsLQCrqXHKy8uZ/58/fx4NDQ2IjKTUInPnzsU333wDpVKJxsZGpKamYv78+TrPJRQK4ezs3O2nL4jwckSIhz1kChUOZlX36VzGYNpgX4yOoFrwLxU3IqOsGfVtMmy/XIZ1x25g8/kSfKKe/mMOEASBVTNiwSGo2aabz+uXwvUHPByFWD4pEv+cGIGUEDerBfozN+oZ07EnxoTinzoy09pWKQ5mUdr6BcPZE5EMtRfRID9npg5T3tQBsVQBAZeDSO8uGueGmtqJ8O4K9mWNlOsjPVwH6LIpoIu49MQozTnDcqV2sGejawAwr6umd72ucYU0PByp5zY0TYqeTkX/mJpQ0Luh22XGxECD1Tj7JUuWoKamBlwuF3Z2dtixYwdcXKg3d/Hixbh06RKioykHxZUrVyIuLs5aSwNBEJgzNBCfHM7Hb1fK8dBQ0/XZpoDDIeDuIEBWRQu+P1UIdwch6lplqGuTYf8L4yDiczHt05NobO9kvuR9xahwD7w+Ixbv7s/Ff/ZmI9rHiZGd3qnIrhTj2c1XIFeSuC/RD6vvG6QzQG27WAa5ksTQYNduFI0mLhRRttLJQa7MbbQ6J8bXiQm0YqmcKThHamT7Zer+A3rYiVJFMsGe7s2gJ0Y5adQr5Cpt+oW+2Ch6HBOxDB2nd7ISHcGeppVqLTw6cHioGzaeKcIlC9tz36mwWrA/cuSIzmNcLhfr16+31lJY8dDQAHxyOB9nbzagvEmCQDd7ww/qAzoVKmy7VAo/Fzs8OSYMwR72uOu9o8iqaMGwUHcEudvjYFa1zsae3uAf48KRVSHGnoxKLP/lKvY8P7YbZXAnobxJgiU/XkSbTIFR4e74ZF6STg5crlThlwvUbuixu0JZ7yOVKxmrYc0pUl3dtF27Tzqr93EWdtPP03JM2kSssb0TKpKiQ+giaauUonWcRF1fXV36eADo7JH1M5p6jcyeHiou6WS3IvY2cig4SVIXJyGf223nYSxSQqkGtbyaVoilcovIke9k3NEdtJoIdLPHaLUShy7UWRICHgdVzVJMivVm7HHvTfDDf/fl4N39ORDyOBgTad7MmyAIvD8nEYP8nNHQ3olnN1/ud3fK/kCzpBOPb7yI2lYZYnyc8M3iYXp1/oeza1AjlsHTUYAZPUzPaPyVXYOWDjn8XUQYq+GSmclinXBD3U2ryeG3yxSob6OyePrzQDdYudsLmODdldl3BdNOpfZ7yOdSF66eVgVsmb2DOrNvl+nI7NXqIENWxU/8dAkpa4/0mgr1dhIhxMMeJGmjciwBW7DXAK2t/u1KuVVGpM0eGoCfzhShtlWKGrEUta0yvDglEp6OAgwPdbOIJt5OwMW3j6WoaSQxVu3MvKPGwUnlSjy96TJu1rXDz0WEn54cbtDjftPZYgAUV6/rorDjchkA6jNE8+UkSbIOMaEbhzQ5fJrCcbHjMxltfWt3CgegKCCgO43TqdB+/2gaR94z2LN0y9rTnL1cyepSStM4TRI565zarvuph4f3YeJUitp+gu40t8F8sAV7DUyP94WDgIvSRgkuFVt+6tLMRH/YC3l4e891PPLteSiUKkyO9cEz4yOwZEyYxYqUgW72+PLRIeByCPyRVoGNZ4ot8jwDDUoViRe3peFySROcRTxsenKEwQtqXnUrLhQ1gsshdFJq5U0SZmKVpv6+orkDTRI5+FyimycOPXg8SkN3Txdnab4e6Bo3SBdIAR2ZPUsA7gr2PWgcpltWm7MHqIDfE272fGanUKdnBCLdZFbZ0vtgTw9t//ViKSptYwrNCluw14C9gIf7Eilr4N+ulFnlOT+bn4xnx0fg/YcT8dWiFBTWtSH1Uik+PZyPBd+ew+ZzxQa50t5gdIQn/u8+qgj+7v4cnFEHq9sVJEni7T3Xceh6DQQ8Dr57bJhRg783ny8GANwT58PaMQvQO0FgdIQHw7cDXXx9tI9Ttx3BDabJquv5Sxu7F2eBrmCvmdmzFWjZgj1PHZx1ZfZSuarbbXRdup2FtycIAl7qNdTqmUTmr75wVjT3flrZxGgvjAh1R6dChc+OmE+RZoMt2GuBniW671qVzoKVOcHncpAU5Irhoe44dL0a354sxJWSJkgVSsyI98PNuna8vfe6RZ57yehQPDQ0AEoVied+vdovZmnWwobjN7H5fAkIgrrAjjRCiSSWyrsarUazN1qpVCR2qPX3Pb3vM1msE9pkCmawtqbLac/iLACGw+8e7LULtJ0sFsICWo3TI7On+wM0OXuCIBjeXqKDt/dyNqzIoS+GfaFxCILAazMoT6zfrpQzDWk29B22YN8Dw0PdEOJhj/ZOJQ5kWl5zT2Pz+RKs2XMdkd6OWD4pEqtmxOHx0aF447445FW3Mvpqc4IgCLw7OwGJgS5oksjxzOYrFnme/sZvV8rx4aE8AMBbMwfh3gQ/ox6380o5JJ1KRHk76nTAPFfYgIrmDjiJeJge3714m6nuBo7XsDqms3pPR2G3prlSJth37R700TjOBmgcHkdXZs9uekbz9myZPdDFx+sP9tQFobK5o091oJQQN9wzyAcqEsz7ZkPfYQv2PUAQBB4e2lWotQakciWuFDdi3aND8PS48G5+KX9dr0GMr5NODXRfIeJz8fWiFHg6CpBTJcZDG86iqL7dIs/VHziRX4fXf78GAHh2QjiWjAkz6nEkSeLn87TcMkSn/n67ujD7QI+uWpIkcV3fxCoNvh7oyuw1aZwGdbD30szsZWwFWhbOXl3v6anBZ7zre3DzDmqppK7GKkZ+qYfGoesf7Z1KiDv6ljS8Oi0GHPVozSsllq+fDSToK4L3BbZgz4KHUgJBEFTWZg1qQ8TnIq+mTWvLvelsMX44XahzYpK54O9qh+8fHw5PRyHyalpx/7rT+Ou69XY1lkJmeQv+ueUKFCoSDyb747Vpxltmn7nRgMK6djgKeZito8muRSLHAbXMsCeFU9UiRUN7J7gcArEaxVk6s4/SUOKQJKmDs6doHEMFWpkeGkeu6KmzN5TZ976xyk7AZZoA+1KkBYAoHydGHff+wdw7RjHW0anEg+tPW+TctmDPggBXO6tq7gFg6YRwvHsgF/87kIt//5GJwW8exObzJXh6XDjuVysULInkIFfse2EsUkLc0CpT4JnNV/DBwVytdvtbBaUNEjzx00VIOpUYE+mBDx7W3TTFhp/PFQMA5gwN0NkgtCejAp0KFWJ9nbpl70AXXx/l7dgt46eVOJEaxdm6VhlkChU4BLoVgY0t0MpYFDR0gVarg5bPntnTwV6ig8br0trrFwvQVE55U9+VNC/dHQ0Bj4OLRY04nmfdOcb9hW9PFqK00TIqJFuw1wFGc3+1jFV7bG48kByAN2fGwcdZCEchD6nP3oUjKyYYzS+bAz7OImz9xygsGR0KgCpqPr7xIkMn3CpobO/E4z9eRH1bJ+L8nPH1ohSTZKwVzR04klMDAFiswwET6DJGmzcsSIvmYdPXA10ae83Mns7q/VzsGMkkSZJooAu0TvoLtD15eaBLetmTEqBVQVKtzF7dWGWAxjHUWEUXnc0xb9jf1Y75LL5/MNcq38P+RFVLB74+YbkRorZgrwPTBvvCUchDWWOHVbw6SJJESog7nhgThn/fG4f4ABeQJGn1D7iAx8Hb9w/G5wuSYcfn4vSNesxadxrpZc1WXUdvIelU4MmfLqGovh0BrnbY9MTwblmwMfjlfAlUJDAm0qObd40msivFyKxoAZ9L4EE9E6s059BKOhVMxqspu+zpiQMAYqmCUdl4aBRyxVJtIzQ2H3o+h/bG6anGoZuqenL2hiwT1DSOWP+Ff0gw1RRlrg7YZRMj4CTiIbe6FbszrLPL7i98eDAPHXIlhmh4K5kTtmCvA/YCHu5LoDX3li/U9vTzp0e8mXsurbF4IDkAu5aPQbinAypbpJj39TlsOV8yoLlThVKF539NQ3pZM1zt+dj05Ah4O4sMP1ADUrkS2y5RRdfFo0J13m+Hug/jnkE+WmZ1mp2zmjYJN2upwreHg6DbY0obdDdUOQl5GgoaJZOpa/rGsEkv+TwdahwDmb1OMzQ1jVPfJtNL7Q1lgn2TWRIVV3sB45H/8V/5Oqdp3epIL2vGzjTqYvbajBiLPIct2OvBw8MoKmdfZhXjK24NEITp9rCWQIyvE3Y/NwbTBvugU6nC/+3KwjObr6CUZf5rf6Owrg3P/ZqGo7m1EPI4+OHxYd3sCIzF/swqNLZ3wt9FhLvjvFnvI1MosUv9xWSbWFUjlqG+rRMcAojz7TJAK6jVtkkA2GWXDXqKswDgqEnjsNgl8DhdHbSaF2ihDs7egS7Q6uDsPRwEIAhqKArt2cOGWD8niPgciKUKFNa36byfKXhyTBi8nYQob+rA5nMDz567r5AplHhzdxYAYM7QQMQHuFrkeWzBXg+GhbghytsRkk4lvjpuOS5NH9plCqzelWWRLlpj4CTi4+tFKXh9Riy4HAKHs2tw96cn8NGhvH7X5MsUSuzJqMSCb89h8scncPB6NQgC+OKRIUgJ6d3oR9oHZ+GoEJ0TxA5mVaNJIoefiwjjo7y0jtO+9tE+Tt2ma+WxzKIF2BuqGhiNfRdf36YO9g4CLuO/A7Bz9jyN45oJtq7h4vZC/Zk9j8thJKA1Lbo/i3wuh7F4Pl9oHvrTTsDFinso+/PPjhSgRo/881YDSZJYvSsL18pb4CTiYeU0y2T1gC3Y6wVBEHhtOiXX23imiOl8tCZW/paBzedLsOyXKxbT3xoCQRBYOiECB14ch7GRnuhUqPDl3zcw5eMT2J1eYXVq52ZdG97Zl41R7x7FC1vTcL6wEQQBTI71xi9PjcS0wezOlIaQVtqEDPXA8QXDdU8+++VCKQBg/vCgbkGXRoa6vpEU6Nrt9lx1sNf0yQGAkkbtebT1jI99V2bfpr64OvRQB/WU7ALoRv+pNN4ftuElQFdmr69r3M+FosSqDMgq6cE8526ab8znvGFBSA5yRZtMgf/8mW228/Y3fjpbjO2Xy8EhgC8fHQpfF9NoR1NgC/YGMCXOGyPDKK+Oj/uhm++VqTFwEvJwqbgJayxkm2Ason2csPmpEfhmcQqC3O1QLZbixW3pmPv1OYajthRkCiV2p1dg/jfnMOXjE/juVBGaJHL4Oovw4pQonH5tMjYuGY7RGvbCpoAkSUYJMTPJj3XgOADcqG3FRbUxmq6JVdfKqdciqUehjc7sNXX3UrmSmT0bYiCzZ5tSBWjLKwFA8xrENly8swf3bWfA5hjoapqqNpBZ07Llc4UNZhMYcDgE1j4YDw5BWZmcyL/1pZinC+qZcZj/vjcOE6K1d4nmhC3YGwBBEHhDbRi2M63C4kGtJyK8HPH5I8kgCCqj/FWdVfYXCILAtMG+OPzyBPxrajTs+FxcLmnCrC9P4/Xfr+F0QT1KGyRaPuq9xY3aNqz9k8riX9yWjgtFjeAQwJRYb3z/2DCcfm0SXr4nus9DWL4+UYhD12vAISiOWBd+vUAVZifHerNmYSoVydA4SUFdxdkWSdd0qmiNYE9TOE5CHlztu4qujOzSQX9mr1KRYIunnG4F/67bmcxeaXpmT/+9lQaMzhIDXWEv4KKxvRN5ZvS2iQ9wwZLR1Hvz5u6sW3oWQ3F9O5b/ehVKFYmHhgbgqbHGdXb3BVabVHUrIzHQFQ8k+2N3eiXe3Z+DX54eadUC6uRYH/xragw+PJSHt/ZkIcbXsdectLkg4nPx3OQozEkJxP8O5GJ3eiW2XSpjlCxcDoEAVzsEu9sj2MOe+pf+8bDXO4VIKlfi0PVq/HqhlBn1B1A0wvzhQZg3LEinA2VvcCCzCu8fzAUAvDVrsM6xg1K5knFD1WV3XNTQjlapAkIepxs3n1tN+eQEuNp1+9tL1MXuYA/7bp8pugjajbNnyex7SitpcHXRODr09zRnry+zpxumqg3QOAIeB8ND3XEivw5nbzYgzs98w8NXTI3GvsxKlDRIsOH4TYbLv5XQKpXjHz9fRkuHHMlBrnh3doJV4okt2BuJf02NwYHMapy92YDjeXXdRs9ZA8smRuB6ZQv2Z1Zj6Zar2PvcWIvye8bCz8UOny8YgsWjQvDdqULcrGtHaaMEnQoVShsllNLkhvbjXO35CHG3R5D6AhDiYQ8fZxFOFdTj96vlaJZQ6ieOmot/ZEQwJsZ4s3LkfcG18ma8vD0dAPD4XSF4XN3Ew4Z916oglioQ4GrHWpgFuvj6+AAXprEJAJPhxmrx9VSwD/HoPgaTzSqBDsSamb0uGaRm7FCSbDSOjsxeT7bs60L71RsukI6O8MCJ/Dqcu1lv1qzVUcjDmzMHY/mvV/H18Zt4MNkf4V6mq676CyoViZdT01FQ2wYfZyG+XZzSrcPakrAFeyMR5G6PJWNC8e3JQrx3IAfjojx1qjUsAYIg8OHDSSisa0dudSue3XIFqc+MstoHxRCGhbpjWCi121CpSNS2yphgX9pAXQBKGiUoa5Sgvq0TzRI5miUtyChnp8X8XUSYPzwY84YHWmRiF0C5Mz616TKkchUmxnhh9cxBeu//60WKQnt0ZLDOiw7D1xtZnGVT4gAanL0DG2ff9Z6zDRsHAK4mjaNxF10FWkZnr0dhRRdoq40K9lTt5EJhIxRKlVm/K/cm+GJCtBdO5Ndh9e4sbHnKujvtvuDjw3k4klMLAY+DbxcPM7kPpC+wBXsTsHxiJFIvlSG/pg2/XSnHghHmGwZuDByEPHy7eBhmfXkaGWXN+L9dWfjw4cQB90HncAj4uojg6yLCiDBtuqldpmAuBGWNEpQ0UP8vb5Ig3MsRj44IxvhoL7Nn8Zpok1GdtnXqObTrHhmiNyDlVotxpaQJPA6BucPYjdEAMJ3Gmnw90FWc1VLiNKiVOO4O3W5vMFKNo2RR4gDdOXs2NU5P6WVXB62+Am1XsKeb/nRhkL8znEU8iKUKZFWKGTmmOUAQBP7zwGBM/fQkztxowJ6MSjyQrN3FPNCwN6MS6/+mRAAfzEnUKuBbGrZgbwJc7Pl4YUoU/vtnNj4+nI9ZSf5aMjhLI9jDHusfHYrHNl7Ab1fKkRDgopd6GIhwEPIQ5+dsVi7XFChVJF7Ymobc6lZ4Ogrxw5JhBi0V6ML4PYN8GOuAnuhUqJBdSXHzmpk9SZLIZ5Q43f9mNrdLuVLF0FisahzNhiodmb1uGocK6goVZcVBSzS7vHF0Z/Y+ziIQBFXcbWjv7GbQ1hNcDoFR4R74K7sGZ2/WmzXYA5RMdfmkSHxyOB9r9+VgYoy3wVnC/Ymsihas/C0DAGW1zWaxYWnY1DgmYvGoEAS726OuVYbvThX2yxrGRnni3/dSCqH//JltVj3znYC1+7JxTN1p+91jKQh0s9d7f0mnAn+o3U8XjtRtjJZX3YpOpQoudvxuHHxFcwdaZQrwuQTCvboyeJWKRJnaK0fz/k3qrJ5DAK4aAYwp0AqM4ewJRn7JltkD3RU5TGavp0DL12isMo7KoSSYZ29Y5vP57IRwhHs6oK5Vho//GrhDTupaZfjHzxRdOCnGC6+aYLVtTtiCvYkQ8Dh4dTrV5fbtyUKDLoCWwlNjw/Bgsj+UKhLLf72K8qaBZ2EwELH5fAl+VA9Y/2ReMmPcpQ9/ZlShVaZAiIc9E8DYkM5ILl27URw0hRPh5ditaFstlqJToQKPQzAUCdBVnHV3EHZrjmKjcdgaqmjQVE436aXG82tSOXRm36lU6W3e82Pkl4YbDOmeh0vFjRbxtBHyuPjvg/EAqPf1mvr1H0iQKZRYuuUKqlqkCPdywOePDLEoPakPtmDfC9yX4IfkIFdIOpX49HBBv6yBIAj8b04i4gOc0djeiWc3X9E5ZcgGCify6/D2HqoxbeW0GGa4vCH8coHyY3lkRLBeY7ozBdTQ9uTA7ny9ruIsTeEEuNl1qxfQsktNvh5gb6rSJb0EuoK9ZvbP53atv7NbsO8q+ur7HNEKMEONVQBl4+zpKIRMoTKbC2ZPjIn0xAPJ/iBJ4I0/sgbU/AXaCuFKSROcRDx8/9gwvZJjS8MW7HsBgiDwf+pGq9RLpf02FFnE5+KbxcPg4SDA9UoxXvv92oB2pexP5Ne04rlfqCaWOUMDsWxihFGPy6qgFEN8LsHMOGBDU3snjuZSHvgzeswg0BnsG7T5eoDdBA1gl17qa15Te6F1o3EIgmBtrOJzOUzWr4+3p5VRVUbQOARBdFE5FqQa37gvDk4iHjIrWrDl/MAxSutphdDfElFbsO8lhoW6Y9pgaijyewdy+20dAa522LBwKHgcAnsyKvHqb9fM1r16u6CuVYYnfryEVpkCI8Lc8e5D8UYrmGi55fR4P70FyT0ZlZArSQz21y4856kbquJ0FGe1NfbasktAg7MXmZbZ97z+C7nsnvb2BjztAQ1/HCN9ohjrhJv1Rt2/N/B2EuFVtYHYR4fyUDsAjNLO3LCuFYIxsAX7PuC16bHgcQgcy63FWQt+mA1hZLgHPng4EVwOgR1XyrF0y9VbupXcnJDKlXhm82VUNHcg1MMe3yxKYRQphtAmU2C32sr4UQMy29+vUjMPemb/nQoVCusoeaW2AZqOzL6dPbNvY9HZG8PZ96Q2aJtjbcsEI/xxXI3P7IEuvX1aabPei0hf8ejIECQGuqBVpmCCbH+huL4dyzR2kdawQjAGtmDfB4R7OWKhum3+3f05/coXPjQ0EF8vSoGQx8GRnBos+v6CUYqJ2xkkSeLV364hrbQZLnZ8/LBkONx6DBrRh93pFWjvVCLcywGjwnXbU+TXtOKamurpqfe+WdcGhYqEk4jXrQgLAKVqjX1wD419I+2L02Mn0c5WoNUhvQTAqsYB9FgmMEPHjXG+NO6zFeRuhwBXOyhUJC5qWF+YG1wOgXceTACHoHZZqZdKrT7lrbpFis+PFOChr84yVgjvzDZ+F2lp2IJ9H/HClCg4CXnIqhBbdH6kMbhnkA82PzUSTiIeLpc0YcbnJ3FUPUv1TsSG4zexJ6MSPA6BrxYNRYQJnClJksygjEdHBOv9wtKTzCbFeGtNrcqp6qJwep5Dl1UCXaB1s+9+Lnq3JtLYmehbF03x9FR/cJlh5N2DIeNpr9cfh87sO4xKbgiCwJhIisqxtFNlQqALHrsrFADw2u+ZGPv+MXx4KBc368wzRIUNKhWJE/l1eObnyxjz/jF8eiQfje2dCPdysKoVgjEwa7DfuHEjEhISwOPx8OWXX3Y7plKp8PzzzyMiIgKRkZHYsGFDt+Nr165FREQEIiIisHr1anMuy6LwcBTizVlUm/0nh/P7XfM+Iswdu5ePwWB/ZzRJ5Hhq02Ws2Xv9th3npgtHc2rwkVp7veaBwQydYCwuFTcht7oVIj4Hc1N0e9vLlSrsvKp7alVWBRXsB/l35+ubJZ1M41TPYN/YTksvuwd7OrZqBm9XHY1EUrmS6YbtuZuhNwPcHhcKmh7Sl9n7OovA5xKQK0mjFDkAZeQHAEdzai0uIHhteiyWjA6Fk4iHyhYp1v99E1M+PoEH15/B5nPFTA9DX1HXKsOG4zcw4aO/8fjGi/gruwZKFYkRoe74bH4yDr003qpWCMbArO2fKSkp2L59O9577z2tY1u2bEF2djby8/PR0tKCoUOHYvLkyYiNjcXJkyexdetWXLt2DTweD2PGjMHYsWMxbdo0cy7PYng4JRDnChuw82oFnt96FX8+P65fTcrCvRyxc9lovH8gDxvPFOHHM8W4WNSIdY8M6XdFgDVwo7YVL25LB0kCi0YF622E0oWfzxUDAB5MDoCLvW653Mn8OtS3yeDpKMDEGO0i3PVK7Vm0AFCsVuL4OAsZjTuNRh2cPQntQKmra7RJQp2DxyHg1KPLW6kj46clnZrjD3uCyyEQ6GaPovp2lDZIjLKWHhflCQGXg9JGCW7UtiGqx6Quc8JOwMXb9w/G6zNicTSnFjuvluN4fh3Sy5qRXtaM//yZjSmxPnhoaAAmxnh3azIzBJIkcb6wEb9cKMGh69WQq+slTiIe5gwNxMKRwRb92/oKswb7pKQkAACHo/0CpqamYunSpeByuXB3d8e8efOwbds2vP3220hNTcWSJUvg4EBxl08++SS2bt2qM9jLZDLIZF2j0cRisTn/DJNBEBRfmFPVipwqMZb9cgXbnrnLpA+SuSHkcfHmrEEYG+WBf+24huuVYsxcdxr/eSAec4YGDBge0dxo6ZDjHz9fQZtaefPmzMEmn6NWLMXBrGoAwOK79F8oaArnweSAbg1TALXFp+0T4gO6Z/bF9RRfH+rRna8HuoJ9TxqHToo13zpnXcG+ndo1uDkItN5rXfSOA2NzrL+QGuROBfuyRgnu0tNkpnne0ZEeOJ5Xh8M5NVYJiCI+F/cl+uG+RD/UtcqwJ6MSO6+W43qlGAevV+Pg9Wq42fNxf5I/5qQEIiHARed3olnSid+ulOPXi6VMsR0AkoNcsXBkMGYm+ncbPzlQYbVoVFpaipCQri9OaGgoSktLDR5jw3vvvQcXFxfmJyhI9zbbWrATcPH1oqFwEvFwtbQZ7+wbGKPTJsf64MCL43BXuAcknUr8a0cGXk5NR6vUegPUrQXa86aovp2RpPbmgvvrxVIoVCSGhbhhsD+7tz1ABeUj6prIHBYNfmmjBK0yyts+sseOqriBPdjLlSqI1Zl1TxqHzus1Tc64HALOIu2cjc7s3e21C9J0wVZXZt9mINjTE7XocYrGYEpcF5VjbXg5CfHU2DDse2EcDr40Ds+MD4eXkxBNEjk2nSvB/V+ewT2fnsSG4zeYkYskSeJKSSNWbE/HiHePYu2+HBTWtcNBwMWjI4Px5/NjsWv5GMwdFnRLBHrAxMx+3LhxyMlhlzWlpaUZDLqaV86e3J2+Yz2xatUqrFixgvldLBYPiIAf4uGAz+Yn46lNl7HpXAmSg10xe4juRhxrwcdZhC1Pj8RXx2/g0yMF2JVeibSyZqx7ZAgSe1jx3qro6FTi3f05OJFfBxGfg28Wp+jVxetCp0LFzJh9zIDB3J70CsiVJOID2E3dstQUTqyfs5ajJpPZe3YP9nSQ5hDaFA39veiZgLLRTPTuwJXlGE3jcLQ4e+OCPS0VLW00fibzlFhvrAZwtbQJDW0ynWMfLY1YX2f8+15nvDotBqdv1GPn1Qocul6NG7Vt+OBgHj48lIfRER5oaOtkmuEAYJCfMxaOCsYDyQFaYyFvFZi06lOnTvX6iYKDg1FcXIzhw4cDAEpKShAcHNztGA3NY2wQCoUQCvvnw2IIU+J88MLkSHxx7AZW7cxErG//uTtqgssh8NzkKNwV4YEXtqajpEGCOV+dxavTYvHU2DC9NgADGTKFElsvlGL98Zuoa6WovQ8fTtI5bcoQDl2vRl2rDF5OQkw3MLj8N7W2XlcB97qawhnsr/3+F6k5+9AexVmafnG1F2hl3gyNg+63s/H2TGbPIjWlgz2vDzQO0NUUZgz8Xe0w2N8Z1yvFOJZby1rMtiZ4XA4mxnhjYow3xFI5DmRW4ferFbhY1IgzauM2EZ+DWYn+WDgqBEmBummeWwVWo3Hmzp2Lb775BkqlEo2NjUhNTcX8+fOZY5s2bUJ7eztkMhk2btyIBQsWWGtpZseLd0djfLQXpHIVlm65gpaOgUOZpIS4Y/8L4zAj3hdyJYl39ufgCbWv+60EKgMvwcQPj+Ptvdmoa5UhwNUOXzwyBLOS/Ht9Xlpu+ciIYL0UUE6VGFkVYvC5BO7X8Xz0vOJ4FiqI9rHvmdl3yS61A3gXjdP9drZgz/D+eoJ9b2kcJrNvMJ7GAfqXytEHZxEf84cHY/uzd+HUq5OwakYs/vtgPC6suhsfzk1Ccg9ju1sVZg32W7ZsQWBgIHbs2IHVq1cjMDAQaWlpAIDFixcjJiYG0dHRGD58OFauXIm4OMpfZuLEiZg3bx4SEhIQFxeHqVOnYvr06SY//0DxheFyCHw+PxkBrnYoaZDgle3pVm/w0AcXez42LByKd2cnQMjj4ER+HWZ8fgqnCiyrgzYHFEoVtl8uw+SPj+ONP7JQ1SKFr7MIax+Mx9//mqgz8BqDnCoxLhY3gschmGY5XaALs3fH+bAGVJIkmcy+Z3FWn+ySzux7WiUAGs1RPeIOm7kWLTFk4+xpf/ueuzkHJtjrl+kGq9fcJJFDbELt5+44apTnyYK6AdvhHeRuj2cnRGDxqBC9KqxbEWYlnxYtWoRFixaxHuNyuVi/fr3Ox7755pt48803+/T8nxzJx5o5w/t0DnPBzUGArxelYM7XZ3EkpxYbjt/Ac5Oj+ntZDAiCwKMjgzEs1A3P/XoV+TVtWPzDRQwLccOsJH/cm+AHL6eBQ5UpVST2ZlTi86MFKFLz3Z6OQiyfFIFHRgSbpXnlh9NFAIBpg33ho0cjLVeqsCuN1taz12SqWqRobO8Ej0N0GzwOGJJdqjN7B5bMXheNY6/9NW6UdKlxekIXjeNoJI3jKOTBw0GAhvZOlDVK9BaxNRHv7wIfZyFqxDKcL2zAxBjrznG+03FbddBuOVfKOAkOBCQEumDtA5Tf9seH83HSwh2EvUG0jxP2PDcWi0YFgyCAyyVNeGvPdYx89wgWfn8eqZdK0SLpPxpKpSKxP7MK0z87iZdS01FU3w53BwH+fW8sTr06CU+MCTNLoN+dXsFk60+MCdV7379za5lJTboGj9MUTqS3o9b69MsuqddaS4nTzbmy+2Nc7bQDOpPZs1w0DBZo9ejsaTC8vQnfNw6H6NZgZYN1cVsFe7lShfcP9p8DJRvmDQ/CIyOCQJLAC9vSmAHTAwkiPhdrH0zAudenYPXMQUgOcoWKBM7caMBrv2di2DuH8dRPl7ArrcJg1mcukCSJw9k1uG/daSz75SoKatvgLOJh5bQYnHx1Ep4ZH2E2yVtWRQte/e0aAOCfEyOYwem6QF8UHhoaoHNubReFo531FukJ9roKq5oMZc8grZezt+/ZPdt1Im2dPfV6GuLsgS76yZQiLdBF5RzNqRkwtOudgltTQ6QDBAHsy6zCkyVNSAkxPIHIWnhr1mBkVYiRWdGCZb9cxY6ldw0ozwwavi4iPDU2DE+NDUNpgwR7r1Vib0YlcqtbcTS3FkdzayHiczAl1gezkvwwMcbb7H8HSVJeI58ezkdGOZUdOwp51LrGhZl9+ENDmwzPbr4CmUKFiTFe+NfUGIP3P5ZLZaX6/O2ZzlkWJY6u4izQ5Xip1VCl8f+epUK2xir6otHzPJp+OD3tEpxEhufQ0gjuhSIHoIaNiPgcVLZIkVPVqmUjYYPlcFsF+weT/bE7uxlr92Vj5z9HD5gKuojPxVeLhmLmutPIrGjB23uu439zEvt7WXoR7GGP5ZMisXxSJApqWrE3oxJ7MipR3CDBvswq7MusgqOQh6mDfTAryR9jIz21Okh1gSRJyBQqtMsUaJcp0d6pQLtMgbpWGb4/XYQrJU0AADs+F0vGhOKZceEmuVUaC7lSheW/XkVFcwfCPB3w+QLDI+N2pVdCoSKRFOiixcVrgvbEYc3sdcguAU36xXgax0WkrcfX7a+jEey5Ogq0UgVIktT7/emN/BKgvgtjI71wJKcGR3JqbMHeiritgv3zk6PwV8FVpJU2Y39mtdFj56yBQDd7fLFgCB7/8SK2XSpDcpArFhjwSB8oiPJxwoqpMXj5nmhcrxRjbwaV8Ve2SLHzagV2Xq2Amz0fUwf5wsWejzaZAhKZAm0yJSTqQN7eqVQHd+r/+hwThTwOFo8KwdKJEb1qjDIW7+zLwfnCRjgIuPh2cYpOnxlN0BSOvqy+rlWGarEUBAHWHgtjMntd3bOAttNlT9VIh1zJzJfteZFU6sns6WCvUFEXY327tt5m9gBwzyBvHMmpwdGcGrwwZeCIFm533FbB3ttZhGcnhOOzIwX438Ec3D3I2+hBFdbA+GgvvHJPND76Kx9v7rmOOD9nJAW59veyjAZBEIgPcEF8gAtemx6Lq6VN2JtRiX2ZVahv60Tq5TKTz2nH58JByIODkAsHAQ8jwtzxz4kRetUw5sCOy2X46WwxAODT+clG+bVcr2xBTpUYAi4H9ycF6L0fAIR5OnTzngf0yy4B3Zm9Sl9m3+Mi1aQ+v4DLgUOPuoYmjdPTwspBQxnULlPoDfb02iuaOqBQqnTWLtgwKZbi7TPKW1Arlg44d8jbFbdVsAeAZ8aH49cLpShr7MAnf+Vj1b1x/b2kblg2MRLpZc04klOLJT9exLZn7tKaYHQrgMMhMCzUHcNC3bF65iCcL2zEifxaEAQBewEXjkIe7AVdQZwJ6EKe+ncu7AU8g7SJJZBV0YI3dmUBAF66OwpTDXTK0th2kbqY3TPIR68GO7NcdzMV7a3u6yzSkl0qVSTTVNUz2GsOGukpmbTrEZTpIrq9kKu1C9D8tWd9lKt2yGyVKdDY3qnX0sDHSQQhjwOZQoXypg7WXYoueDuJkBzkivSyZhy6Xo3Fag96GyyL2y7Y2wt4eGd2Av7x82V8e6oQE6K9MDrSNC9zS4LDIfDp/GQs+v4CMspbsPD7C9j+7Khb2nqYx+VgbJQnxkYNnNdZF5olnVi65Qo6FSrcHeeNF4zsfWiXKfAHPaLQQMPV1VKq5jAk2FXrGK3SifPTvsBXtXRAriTB5xLMYO+uY5R3vLOIp3WRoIuxNGiPe3GHHEoV2e2C6iTkMX70De2dWhbFIZ72yKoQo7C+Xe9uh8MhEOXjiKwKMXKrxSYFewC4L8EP6WXN2HutyhbsrYTbSnpJ455BPnhkRDBIElixPQPNPb4M/Q0nER+bnhyBOD9n1LfJ8Oh3FwZUf8DtCpWKxMup6Shv6kCwuz0+npdstCfQ7vRKtMkUCPN0wF3hum19SZJEWlkzAGBosLYijLFQYCnclqg/A0Hu9lo7noomynQswE2b+ulpdUHvClQktD77BEHAS52xs1lk0O6cN2oNT3eiB6hnV7UauKc26HrapeJGxmnSBsvitgz2ALB6ZhzCPR1QLZbijT+yBpym19VegC1PjUCUtyOqxVI8+v15VDbbPvSWxLpjN/B3Xh2EPA6+WjTUqIIsQAXwLecpz5yFI4P1XiAK69vRLJFDyOOwFmf1mqPp0d+Xqz8bbMNC6ntMX+JxOYy3Tn2bdqJDd0azBXt6dKMxo/xi1X9fbpXp8yT8Xe0wPNQNJAnsu1Zl8uNtMB23bbC3F/Dw2YJk8DgE9qkd7QYaPByF+OXpkQjzdEB5Uwfmf3sOudX9O4jldsXxvFp8djQfAPDO7ASjW/wBIK2sGdlVYgh5HL0qHAC4qpaNJga6aBmpdSpUyK+hsmC256cDbISXdrCnM/tAN+1gXyfWDto0397Qpn1MX7CP9FYHe2MyezUVldPLzyztY7Q3o7JXj7fBNNy2wR4AEgNd8fI90QCAt3ZnMZK3gQRvZxF+eXokgt3tUdbYgYc2nLVlOmZGWaMEL6VSYwofHRlsMGD3xC/nKX/7mYn+cGUxFtPE1dJmAOwUTn5NK+RKEi52fNagTVMndMDVRIXezF57FqyneqRhz6wf6Ar2ta3aj2OCfV27wd0wTeOUNXb0ahjOjAQ/cAhKlTMQv5u3G27rYA8ASydEYESoO9o7lXg5NR0Kpcrwg6wMf1c77F4+BmMjPSHpVGL5r1fx3oEcvVp0G4yDVK7Esl+uolkiR1KgC95SD4c3Fs2STvx5jco8F44y3BeRxhRntYM9Lckc7O/M2rBEZ9MRLMX6iiaKzw9guUiwUTV0Zl/Pkr17OVFSR7bMPsTDAVwOgTaZAjUsOwZNuDkI4KuWTeZVm87bezoKMUYtnvjTluBYHLd9sOdyCHwyPwlOQmpc4Jd/3+jvJbHCzUGAn54YjmcnhAMAvjlRiCU/XmR01zb0Dmv2XkdmRQvc7PnYsCjF5L6L366UQ6ZQYZCfM4YY6IlolcqRp6ZphoZo31cfX98uU6BSrbgxObNnC+g0jdNuGo0j4HGYsYNGFWlpKqcXvD0AzEqkqJw96TYqx9K47YM9QHWv/vdByn1y3bEbjDRuoIHH5WDVjDh8+egQ2PG5OFVQj/vXn2aGVttgGrZfLsPWi2UgCODzBUNYA6U+qFQkM6Jw0agQg/YbGWUtIEmKV/d20m4U0qfEoQdZezoKtKiiToUKterAzJbZ17Hw8h5qRU59KwuNQ6txWB4HABHexhdp6SJ0Ti8yewCYFu8LPpdAXk1rr3YHNhiPOyLYA8CDQwLwQLI/lCoSL21LN8rZr78wM9Effywf3cXjf3UGu9MHXoF5ICOrogWr1Y1TL6snh5mKc4UNKKpvh6OQhweSDQ9FoZMINr5eqSKRU0UXZ7Uz+xt11DG2fouqlg6QJDUmz4PFM4ctoHs69S6zB7poJGMye1qR09vM3sWOjwnRVEctTZfZYBncMcEeAP7zQDwCXO1Q2ijBmj3X+3s5ehHr64w9z41hxhu+uC0d7+zLHpA1h4GGFokc//yFcrKcHOuN5yZF9uo8tNxy9pAALdsDNuzPpHjnUSw6/KL6NnTIlbDjcxHmqR3Q9RZn1Uocf1c7rd1Fq0zB+OBogsnsWfh8b41gz1aEpddgTLAfpKZx8qpbez2NbVYSpbnfk1E54CTStxPuqGDvYsfHJ/OSQBDAjivlzJdzoMLVXoAflwzHsokRAIDvThXhsY0XGUdDG7ShUpF4KTUNZY0dCHK3w6cmNE5pokYsxV/ZNQAoCscQrle2ILe6FQIeB/claBvwaXbOsllEMMGeJbPXp7Gv1VFEZQq0eqSXMoUKrSw73EgTaJxQDwcIeBxIOpW9MkUDqCZIOz4XJQ0SZKqpLhvMjzsq2APAyHAP/HMCFTxX7cwc8N17XA6BV6fHYsPCobAXcHH2ZgNmrTvN8L82dMeXf2s0Ti1M6fUc0W0Xy6BUkRge6maUd9HvVyia7Z44dt8cfXw9QEkdgS6+XBN6NfY6qBimQMuS2Yv4XMa7nu3x4Wqdf22rzOCMWR6XgxifvhVp7QU8TFEPNbFp7i2HOy7YA8BLd0cjIcAFLR1y/GtHxoAaBq4L9yb4YdfyMQjzdEBFcwfmfHUWf6SV9/eyBhRO5Nfh0yNU49R/H4zXGVgNQaFUYdslqjC7cKThrF6uVDE1lYeGsrth6lPiyJUqZlShqUocXUVWD7XOvkOuZJ0upo+3dxbx4eNMHTetuar3BdZZ6garP69V3RLfx1sRd2SwF/A4+GxBMuz4XJy50cAMmh7oiPZxwq7lYzA51hsyhQovp2Zgzd7rkN/hPL5UrsRnR/Lx7ObLIEngkRFBmDcsqNfnO5Zbi6oWKdwdBJiRYNgR80RenXomrYC1EEySJJPZs3XOljRIoFCRsBdw4cdi99vli2N8Zu8g5DFumGzZPZ351+p4vCm8faxv34q0ADAh2gtOQh6qWqS4XDIw1XK3Ou7IYA9QioP/m0nZH394KO+WkTe62PHx/WPD8MJkquj445liLPr+gs4v/e0MkiRxILMKUz4+gc+OFEAqV2F8tBfemjW4T+fdopZbzh0WaJQunx5o8kByAOu0rvKmDoilCvC5BOt0K5obD/dyYK0vdGX22iZobF2wNDyYLtreK3Joekkf4vqoyAEoamlaPHVhtVE5lsEdG+wB4NERwbg7zgedShWW/XJlwLlj6gKHQ2DF1Bh8szgFjkIeLhQ1YsbnJ3E4+84Z4lwjluKZzVfwz1+osYL+LiJ8+egQbHpieJ/m4pY2SHAyvw4AsHCEYQqnqb0TR3OpQu6coew2DHRWH+XtpOWXA+gvzipVJFNXYs3s9XS5eupxt9RnmQBoZvaGqRmaxilv6kBLh+m2CTRoKmd/ZtUdv1u1BO7oYE8QBD54OBEBrnYobpDg6U2X0dGp7O9lGY1pg32xa/loxPo6ob6tE//4+TIe+uosDmfX3La8J0mSSL1Uirs/OYHD2TXgcQg8PzkSR1+ZiJmJ/n2eO7xVzdWPi/JEMMskqZ7Ye60SciWJOD9nnfNU08ubAQBJQew1hGx1RhzL4pJZ3iSBXElCyOOwUjz6FDB+LtT92dxU/dV++VXN7MGepmaM2fG62guYegJtCdEbjInwgIeDAA3tnThdUN/r89jAjjs62AOU9/cPS4bBWcTD5ZImPKsebHGrINKb4vGfnRAOAY+DtNJm/OPny5j++Un8kVZ+W+nySxskWPTDBbz2eyZapQokBrrgzxfG4pWpMbAT9H38ZKdChR3q0YrGFGaBLgpnrh5ztXS1OVqyDruFHHVAHcQS7OnO2jBPdoqnRE+wpwMwzflrwp8+psNWm87WK1ukRll2JKiL4X1RifG4HCa7/9+BXEjlt07idSvgjg/2AJXF/PjEcNjxuTiZX4eXUtNuqSAp4nOxakYcTr82CUsnRMBRyEN+TRteTs3AxI+OY/O54lv6i6NUkfjhdBGmfXYSZ240QMjj4N/3xmLnP0czGag5cDi7BvVtnfB2EjJSQH3Iq27FtfIW8DiEzg5bpYpktOPJQdqdtZJOBYrUjo9s/vddtsfaFI+kU6G3VkPTPmwBnT6ma4aCk4iPUPXO5roR2X1CIBXsMyv6Vvt6bnIkPB0FyKtpxfsHc/t0Lhu6wxbs1UgJcce3j6VAwOVgf2Y1Vu3MvOWoEG8nEV6fEYszr0/Gymkx8HAQoLypA6t3X8fY9//GhuM3DOqmBxoKalox9+uz+O+f2eiQKzEyzB2HXhqPZ8ZHmDTk2hAUShW+PXkTADB/eBBrobUnfr9KZfWTYr11zmstqG2FpFMJBwGXVVaZW90KkqQ4dJpH1wRdIA1n8binKRxdQ1gC9GTv9LEasVQnP04rh4yhZuLNkNkDVJ3hw7lJACjxwfG82j6dz4Yu2IK9BsZFeeGLR5LBUXfYrt2Xc0sWPF3s+Fg+KRKnX5uMNfcPRoCrHerbZPjgYB7GvHcMHxzMZe2sHEiQK1VYd7QA931xGldLm+Eo5OGd2fHY+o9RJs87NQZfHLuBjPIWOAl5RlE4CqWKmUmrzx+fpnASAl1YO2ez9VA4AFCoodTpia4xhuwGb0xmz0LjeDgIIOBxoCKB6hZ23p6uQRiV2auDfVF9e58Tikkx3lgyOhQA8K8d1wb8Z/VWgS3Y98D0eD988DCVWWw8U4TPjxb084p6DzsBF4+PDsXxlRPx8dwkRHo7olWmwIbjNzHmf8fw5u4slPWyxd2SyCxvwax1p/Hx4Xx0Kil/m8MrxmPhyJBeWR8YwsWiRnx5jHqf186Oh6+LdiG0J04V1KOuVQZ3BwEmxeimfDLUxVk2CgfoKs7qKu4ynbUsNA49tziIZS4tAASqpZoN7Z1awgMOh9Cb+WuuyZjM3t1Bo0jbRyoHAF6fEYsYHyfUt8nw2m/Xbsmka6DBrMF+48aNSEhIAI/Hw5dfftnt2Ntvvw1vb28kJycjOTkZCxcu7HZ87dq1iIiIQEREBFavXm3OZZmMh1MCmSEXnx0puGWarnSBz+VgTkog/nppPL5ZnIKkIFfIFCr8fK4EEz86jhWp6cy4vP6EVK7E/w7k4sENZ5Bb3Qo3ez4+X5CMHx4fBj8X0+yJjUWLRI6XtqVBRVLSyQeS2Ttge6JLW+/PKqekkcYUZ3UocfRk9i0dciarDWPZzZQ0UheCYA/218bZjgdHtYEbW0D3d9Wt1gG6un0L69sh6TTsEmuOIi0NEZ+Lzx9JhoDHwdHcWsaUzobew7CVnwlISUnB9u3b8d5777Eef+yxx/DRRx9p3X7y5Els3boV165dA4/Hw5gxYzB27FhMmzbNnMszCU+MCUOrVIFPDufjv39mw0nE61NX5kAAh0Ng2mBfTB3kg3M3G7Dh+E2cvlGPnWkV2JlWgSmx3hgR5o5Ib0dEeTsh0M3OIpk0QEkoy5s6kFMlRm51K3Krxbha0oxqMUUpzEryx1uzBjFacUut4fWd11DZIkWohz3WPGBcM1aLRI7D2fq19QA1kIS+iLJl9koVycwcZsvsaQrH20kIJ5E2L8/QOG7stBZBUNl7Xk0rKpo7tGoG+tQ61POK4OUkRF2rDDlVrUgJYd+d0EgIdMHB69W4ZibfplhfZ6yaEYs1e7Oxdl8ORoZ7sDal2WAczBrsk5Io+oPDMW3DkJqaiiVLlsDBgfrQPvnkk9i6dWu/BnsAeH5yJMQdcnx/ugiv/34NTkIeZrA4Gt5qIAgCoyM9MTrSExllzfjq+E0cyq7G0dxaHM3tKoiJ+BxEeDkiytsRUT5O6ouAI4Ld7U0qjrZK5civaUVOFRXUc6takVvdyjpTwMdZiLUPJuCeQT5m+Vv1IfVSGQ5kVYPPJfDFI0OYLNgQ9lyrRKdShVhfJ1avGxpZFS1QkYCvs4iVGipuaIdUroIdn4tQD+2AXainOAsY5uwBirfPq2ntlfwSoLL743l1yK4SGwz25irSamLJ6FAcz6vDifw6vLA1DbufG2PytDEbKJg12BvC1q1bcfjwYXh4eGD16tWYNGkSAKC0tBQTJkxg7hcaGorffvtN53lkMhlksq6ijVhsGasDgiDwxn1xaJUqkHq5DC9sS8P3Qh4m9GIQxkBFUpArvl6cghu1rdh3rRoFta24UduGwjoqEF2vFGsV6ARcDsK9HJgdQKS3I6J8qItAZXMHlalXiZGjztjLGtmDiYDLQaS3I2L9nBDn64xYPyekhLjBXmD5j+WN2jas2ZsNAPjX1BgkBroa/Viawnk4JVBvE1d6WTMAPc1U6tc1xpfd9riwXrfsUq5UMUE6xF13wbqLl9euzRji7AGNYG8Eb9+zSOvMshsxFQRB4MO5iZjx2SnkVrfig4N5WD3TtDnCNlAw6Vs1btw45OTksB5LS0tDUJBummPp0qV44403wOfzcebMGcyePRuXLl1CSAilfND80hgqxrz33ntYs2aNKUvvNQiCwLsPJaBNpsC+zCo8u/kyNj81EsND3a3y/NZCpLcTXry7a4usUKpQ2ijBjdo2FNS2qf+lLgRSuUpNvbQCMG4mgK+zCLF+Toj1dUac+t9wLwejJI7mhkyhxAtb09AhV2JclCf+MS7c6MfeqG1FRlkzeBwCDw7Rz+/Twb7XxdlaOrPXDvaVzR1QqqjOWjbJJg19ihxjgv0gP1p+aTihoou0Fc0dyKpowegIT4OPMQbeTiJ88HAintp0GT+cLsKEaK9eTR6702FSsD916lSvn8jXt8s9cMyYMRgyZAguX76MkJAQBAcHo7i4mDleUlKC4OBgnedatWoVVqxYwfwuFov1Xmj6Ci6HwKfzk9EmU+BEfh2e/PEStj4zqtcWurcCeFwOwr0cEe7liKkaVLZKRaKiuQMFta0oqGnrdjFokykg5HEQ4+uEWF86sDsj1tcJbj3G6fUn3j+Qh+wqMdwdBPh4bpJJdYnf1L71E2O8DdYTMphg78p63KDsst6w7DLY3V7v+vVq7TUaq0iSZN2l0DRVbnUr5EqVwYvz8FA3VKR34Eh2rdmCPQBMifPBY3eF4OdzJXhlRwYOvjhOZ2+DDeywGo1TXl6OwECqmFVQUID09HQkJCQAAObOnYvnnnsOy5YtA4/Hw8aNG7F27Vqd5xIKhRAKrftGC3gcfL0oBY9tvIBLxU14fONFpD57F2ujzO0MDodAkLs9gtztMTm2i1cnSRKN7Z1wtRewUhIDBX/n1WLjGUpd9eHDifBm8ZvRBaWKZGYIPJyiP6uvFUtR2SIFQXR1l/aEvsxeqSJRXE8FdDaDNNomIcSAf4++zJ6uI0jlKjS2d7IGz2B3ezgKeWiTKXCzrs1gx/LMRH/sSq/E3muVeOO+OLN+Fv59bxzO3WxAQW0bXvs9E989ltJnL6Q7CWbdQ2/ZsgWBgYHYsWMHVq9ejcDAQKSlpQEA3njjDcTHxyM5ORkLFizA+vXrER0dDQCYOHEi5s2bh4SEBMTFxWHq1KmYPn26OZdmFtgJuPhhyXAM9ndGQ3snFv9wAeVNA0+n3h8gCAIejsIBHehrW6X41/YMAFThb0qcaUXgUwV1qBHL4GbP73ahY0OaOquP9nZiLfzWtcpQ1yoDQQCxLJOwypsk6FSqIOBxmEKqJkrVFgvBevh6AAhUP7aapVNWyOMy82grdRiicTgEs/MwRj8/PtoLLnZ81LXKcKGwweD9TYGIz8XnC4ZAwOXgSE4NflFbUdtgHMwa7BctWoTy8nK0t7ejqakJ5eXlGDJkCABg06ZNyMrKQnp6Oq5cuYKHH36422PffPNNFBYWorCwEO+++645l2VWOIv4+PnJEYjwckBVi/SO9ZK/1aBSkXhlewYa2jsR6+uE12fEmnwOTd96fdp6wDCFQ3u/h3k6sBakGQM0DwfWCyhN4xjK7D0dhRBwdXfK+usp4NIwpZNWwONghtqXfo8FfOkH+Tvj1ekxAIC1+7KNsmC2gYKtg7YX8HAUYsvTIxlr5Ee+O6+z5dyGgYEfzxbjVEE9RHwO1j0yxGTP+5YOOTOAXJ89Ao0uJY4r63GGwtHB19/UY5MAdPniGLJh5nAIpnlKH29frkNrD3Tx9sbaF9+v4UtvCQfZJ8eEYVyUJ6RyFV7cln5LudT2J2zBvpfwc7HDL0+PhI+zEDdq2zDnq7Moqjc81ccG66NAw0HxjfsGIaoXjTn7rlGBK9rHUa+2HqDqF7TTZaIOvj5PPa+VjcIBuoJ5CIv+Hujqeg1iGWjSEz7qugTbCEJf9TF9u1PajTO/ptUo24KR4R7wchJCLFXgzE3z+9JzOAQ+npsEN3s+rleK8fnRfLM/x+0IW7DvA0I9HfDb0tEI9bBHRXMHHvjyNI6osz8bBgbkShVe3k5lfxOivbBopG6Vlz7sVDtczhmqX1sPUBRLq1QBAZejs+OT7qzVdeGhM222hql2mQJiKdWQ5muEjYSnnhGE3szEKt3BPtLbEQQBNEnkOgeca4LLITB9MEXl7L9mnDTXVHg7i/DubErg8dXxm7him1trELZg30cEudtjx9LRSA5yhViqwNM/X8Z7B3JuKT/82xnrjt1AVoUYrvZ8fPBwYq/UG8X17bhc0gQOAYPaegBMVh/nxz6GUKkimVGEMTqCPW1Qx2ZyRltKOAl5RnX90sPF2dwjDc2iBajCKN3hm19teAA5ANyXSHWaH7pebTGaZUaCH2YPCYCKBF7Znm6Uf8+dDFuwNwO8nITY/uxdeGJMKADgmxOFePS7C6gR23j8/kR6WTPW/30DALD2wXiGzjAVO9VWxmOjvIw6B20XoKsPo7RRAplCBSGPgyB37WBO+wYBQCALTUPXh4xx5wQAT3rwOGtmb5jGAYBoH0r+aaxh3vBQd3g6Wo7KofH2/YPh5yJCcYME7+xjb/i0gYIt2JsJAh4Hb80ajA0Lh8JRyMPF4kbc98UpnLlhm6XZH+joVGJFajqUKhL3J/ljZiL7JClDUKlIDQrHOEdMOrNP0BHs6YAZ6e3IqrRpaO9Eh1wJgmAfMl5lcrA3nNnrGjxOg96BGBvsuRyCUeVYisoBqNkNH6mHnfxyoRR/24ad6IQt2JsZ9yb4Ye/zY5kh4It+uIAvjhbcclOvbnW8fzAXhfXt8HEW4j9Gulmy4VJxI8qbOuAo5GHqIF+D9ydJ0mBmX6AOmIYoHB8nEavpV3ULlfX7GrlTYagaPcG+SSLXS7dEqwvJeSZYYd+rNg38K7tG5zQsc2BMpCezq371t2tGzcy9E2EL9hZAmKcDdi0fg/nDgkCSwCeH87Hkp0totH0IrYLTBfX46WwxAOCDh5Pgat97qwZ69OB9CX5GDTUvbZRAbKA4m1dD8d6GirNsFA7Qldn7mZrZt2p//lzt+OBzqd2FvolQTGZfbZwiBwBGhFFUTkuH3OI73NemxyLS2xF1rTL8364s27ATFtiCvYUg4nPx/sOJ+GhuEkR8Dk7m1+G+L07ZVAMWRkuHHCt/o7pkF48K6ZNDaUenEvszqwEAD5lI4cTqKM4CXZk9zYP3RFkTbV3MrqGna0HGKHGALjVOQ7tMKwhyOARzMdDH24d6OoDPJdDeqdRrnKYJLofA9Hiq03h/puWoHID6vn06Lxk8DoF9mVX46WyxbTfdA7Zgb2E8nBKIXcvHINyT6rid/805fH+q0JZ5WAhv77mOKvUwklX3mt4lq4m/sqvRJlMgyN3OaJfTTAMUjlypYrpjdWX+5s7sPdQmdHIliZYO7fmwxsgv+VwOwj1NK9IC1qNyAMqD6IUpUQCANXuz8eCGMzhvZssGS0OlInE0xzLybVuwtwJifZ2x5/mxmJnoB4WKxNp9Ofjnlqt9HsxsQ3fsz6zCH2kV4BDAx/OS++yL//tVSoUze0ig0c6YNF+fqCPYlzS0o1Opgr2AyzhS9oQ+2SVguhpHxOfCWUS9FmzZuzHyS0CDtzdSfgkAI8M84OkoQLNEjrM3LR94l0+KxMppMXAQcHGtvAULvj2PpzddZqSuAxVypQq/XynH1M9O4sVt6RZ5DluwtxIchTyse2QI/vPAYPC5BA5er8asdaeNbkG3QTdIklLMrNxB0Tf/nBhhcKqSIdSIpThdUAfAeBUOVZylbBB0Zfb5NF/v7ajzAsJk9iwNVVK5Eg3q2o+xmT2g0VjFWqQ1Tn4Zo6adCkzI7Ckqx/KqHM3nWz4pEsdXTsKiUcHgcggcyanBtM9O4v92ZeqtS/QHpHIlNp8vwaSPjuOVHRm4UdsGR5FlJnHZgr0VQRAEHrsrFDuWjkaAqx1KGiSYveEstl4stdE6vYRYKsdLqelYsT0D7Z1KjI7wwItTovt83l1pFVCRwLAQN52WBT1R1tiBlg65UZ2zuo6rVCRjR8yW2deKqWAl4nPgYmf8JKgu+aV2kdZY+SW9ZlMUOUAXlXMou9riVA4NLydqvOWhl8bj7jgfKFUktpwvxcQPj+PLYwXo6FRaZR260CZT4NuTNzHug7+xelcWyps64OkowGvTY3H45QmGT9ALWHUsoQ0UkoNcse+FsVixPQPHcmuxamcmLhU1Yu3seKuM5LtdcKWkES9uS0d5Uwe4HAIvTYnCskmRfbZZJkmSUeHMMcL0jIYxxVlDwb62VYZOpQpcDsGauVepZZd+LnYmdQMzXbR9oHFi1DROQW0blCrS6NeZpnLq2zpx9maDVcd6Rno74vvHh+F8YQPe3Z+Da+Ut+OivfGw5X4pXpkbjoaGBVrXlbpZ04sczxfjpbDFTP/F3EeHZCRGYPzwIIj7XYmNWbZl9P8HVXoDvHxuGV6fHgENQXZr3fXEah7NrbFm+ASiUKnx+pADzvjmP8qYOBLnbYcfSu/D8lCizfHGvV4qRX9MGAY/DZKXG4Fp5MwDdFA6gQePoUOLQ8xF8nUWsQ91pqwQfZ9OG99ABnY3GMKZAC1A7DRGfg06FCiUNxpv+cTkEplnYK8cQRoV7YNeyMfh8QTICXO1QLZZi5W/XMHPdaZxS03WWRK1Yinf352D0/47h86MFaOmQI9zTAR8+nIjjKyfh8dGhJjuxmgpbGtmP4HAILJsYiaHBbnhhaxqK6tvxj58vY0SYO964N06nPe6djPImCV5OTcelYkrCOntIAP7zwGA4mWG4NQ3at37qIB+jqRKSJHFYbYI3MoxduSNTKBln1BgdbpddsktDShzjZJc0aMuEvhRoORwC0T5OuFbegvyaVtbZuLpwX4IffrlQikPZ1VirjO+X2cMcDoEHkgMwbbAvfj5XjHXHbiCnSozFP1zEhGgvrLo31uAkLlNR1ijB1yduYseVcqZpbZCfM5ZPisT0eF+r7ipswX4AYFS4B468MgFfH7+JH04X4WJRIx5YfwYzE/3w8j3RiDDhS3U740h2DV7eno5WqQKOQh7WPhhvlDGZKZArVczQjTlDjadwcqtbUVjfDgGPo3MCVlF9O5QqEk5Cns7u1/JG3Xw9YLoSh4Y+ywRvjWCvaxYtDTrY51W3YXq88c8/IswdHg4CNLR34tzNhn4dGC7ic/HM+AjMTQnCumM3sPl8MU7k1+FUQR3mDw/GymkxcO/jzOS00iZsPFOM/ZlVUKr1/ikhbnhuUiQmxnj1yzhFW7AfIHAW8fHq9FgsGhWCj/7Kwx9pFfjzWhX2Z1bh4ZRAvHh3tE6p3u0OpYrE50fy8cUxytRsSLArPp8/xODgjt7gdEE9Gts74ekowLgo4wdm09ro8VGeOp0oi9VZfbi3o84vO62W0WW41i6jnB2dRKZ9de3Va+qQaxcm3dQdxp1KFaRyld5OYTrxKKo3TcrI43IwLd4Xv14oxcHr1f0a7Gm4OQjw5qxBeHx0CD44mId9mVXYerEU+zOrMG2wD5Qq6uJP/3QqSSg0/i9XqDSOk133U6jQrlEAHhfliecmRWJEmHu/zsy1BfsBBn9XO3wyLxlPjw3HJ4fzcCSnFtsvl2NXWiUeHRmM5ZMimW33nYBmSSdeSk3H8TyKV10yOhRv3BdnMRpgrzqrvy/Bj5Uz14VjuZQBl77ZtGVM1q77ot2q9ql3tmP/atLbflPLOrTlNtvrZqfBFUs6FXqDPT0GkR54bgqmD6aC/V/Xa/DfB+IHzLziEA8HrF84FI8XNeKtPdeRUyXG9svlfTqngMvB/cn+eGJMKAb7667hWBO2YD9AMcjfGd8/PhxXSprw4aFcnC9sxE9ni5F6qQxPjg3FM+Mi4GJvPp56ICK7Uoxnt1xGWWMHRHwO3nsoAbOHGE+tmAqpXIlD1yl7hPuTjXfJbGzvZAaMT4rVnbEaskEAALFaoaGrBkFr8xVK06K9Qk0l8FgCLIdDQMjjQKZQsWb+mghWr720wfRgPyrcA84iHurbZLha2mR0V7K1MCLMHX8+PxZ7MypR3iQBn8sBj8uBgEuAz+VQP7yu33lcDvhcAgL6GJcDAY865u4gMGsdyRywBfsBjpQQN2z9xyicudGAD//KQ0ZZM9b/fRObz5Xg2QkReGJM6G0p1/wjrRyrdmZCKlchyN0O3ywaxgy+thSO5daivVOJAFc7DA02vinrZH4dSJIaMaivcFpqoDMW6MrsddE0dLBWmpja0xcHLod9t2Iv4FLB3oD+nM7sG9o70SZTGDU8hYaAx8HdcT7YmVaBg1nVAy7YA9TOydx1oIECm/TyFgBBEBgb5Yldy0bj28UpiPFxgliqwIeH8jD+g7/x45kiyBT92yRiLsiVKry95zpeTs2AVE6NEtz73FiLB3oA+F2twpmV5G8St9pF4XjrvR9tgxCsL7NXW2g468rs1esy1eRLoaJpHPa/i6ZyDGX2TiI+U7w0RX5JY5q6m/bQ9WqbxNjKsAX7WwgEQWDqYF/sf3EcPpufjGB3e9S3dWLN3mxM/ugEtpwvQcMAawc3BbViKR797jxjT/zC5EhsXDK8TxbFxuJkfh2O5taCQxhvjwBQXPiJfKqeMElPsNecPqVLVgkYzuxpnlthYrCXqzN7XXUImqeXGNFZSl+synrB24+P8oKIz0F5UweuV1qmecgGdtx++/87APRW875EP2y/XIZ1R2+gorkD/7crC6t3ZyEp0BWTY70xOdYbg/2d+1UBYAjtMgVOFdTj79xaHMquRrNEDichD5/OT8bdg3QXO80JqVyJ1buzAACPjw7V6TPPhvSyZrR0yOFix8cQPX0Rda0yyBQqcAiqCK8LTGavQ99P0zgqE7NiJZ3Z6yiK0sHeUGYPUME+vawZJb3g7e0EXEyM9sbB69U4dL1abwOaDeaFLdjfwuBzOVg4MgRzhgZiy/kS/JFWgeuVYqSXNSO9rBmfHM6Ht5MQk2K8MSnWG2P1yAKtidIGCY7l1uBobi0uFDaiU8MvJdrHEV8vSjGpYaevWP/3DZQ0SODjLMSKe0zz1aEpnAnRXnrVO3Rx1s/FTqeSSKUi0WZAWkkXaJW9zuzZg709Xy3NNCKz74siBwCmx/vi4PVqHMyqxitTY3p1DhtMR/9/823oM0R8Lp4eF46nx4WjRizF37m1OJZbi9M36lHbKkPq5TKkXi4Dn0tgRJg7JsVQWb+1AqpCqcKVkiYcy6vFsZxaFPSwmw3xsMeUWB9MifPGiDB3q3ZX3qhtw9cnbgIA3p5leicuHez1qXCALtmlLo96AGjvVDCSSl2cPZfoXbA3VKAV9YLG6Y0iB6DoLj6XQEFtG27WtdmaBq2E2yrYt8kUsHwZb2DDx1mEBSOCsWBEMGQKJS4WNeJYbi3+zq1FcYMEZ2404MyNBqzdl4NQD3tMUtM9I8LcWeed9hbNkk6cyK/D0ZxanMiv6zY0g8shMDzUDVNifTA5zhvhng79QjWRJIk3/siEXElicqw3Y8VrLCqbO5Bb3QqCACZEG1ec1Su7VPP1Ai4HQh1GatxeZvaGCrT2RhZoATAuoCWNphdoAWpI+OgIT5zIr8Oh69VYNjGyV+exwTTcVsH+qZ8u4ddlk+DWx1bn2wVCHhfjorwwLsoLb80ajMK6NhxTZ/0XixpR3CDBj2eK8eOZYjgIuBgR5g43ewGEfA6EPC6EPCroCPnc7v/y1Mf5Xf8X8TlQqkicvdmAYzm1uFzSCM145GrPZ3YU46O9TLLntRR+v1qBC0WNEPE5WHP/YJMvOHSj15AgV4Pt9YzGXq/sktbY83SuhdtL6SVD4+jI7BnOvlNh8Fw0jVPZLIVcqerVTmzaYF8q2GfZgr21cFsF++uVYsz/9hy2PDUS3jraze9khHs5ItzLEU+PC0erVI7TBfVU1p9Xh/o2Gf7OM6/7X6yvEybFemNKrDeGBLsNmI5JAGhq78S7+3MAAC9OidabcesCQ+HE6M/qAY3u2T4ocQCNYG9iU5XSkPSSCfaG/ea9HIVME1Zlc4fRfv+auGeQD97YlYmM8hZUNHfcsVYg1sRtFey9nQTIr2nDvG/OYcvTIxGoJ4u60+Ek4mNGgh9mJPhBpSKRVdmCjLJmdMiVkMlVkClUkCmUkClUkMqpf6nb1f9XH5fSt8lVUKhIJAa6YEosVRAeyK///w7korG9E9E+jnh6XJjJj5fKlThzox6AfsklDVO6Z3UpcYC+Z/a6Lri0zl4iN5zZczgEgt3tUVDbhpIGSa+CvZeTEMND3HGxuBF/Xa/GE2NMfw9sMA1mDfb//ve/8ccff0AgEEAoFOJ///sfJk+eDABQqVR48cUXsX//fhAEgRUrVmDZsmXMY9euXYsff/wRAPDoo4/iv//9r8nPv+nJkXg2NRvFDRLM/focfnl6pFVVHbcqOBwCiYGuSAx07e+lWAUXixqRerkMAPDu7IRe0RAXixrRIVfC20mIwQYavhRKFWNN3JfuWaCrQNvbpipdiiF7dWYvNXKCU4iHOtj3UpEDUA1WF4sbccgW7K0Cs8oexo0bh6tXryIjIwPfffcd5syZA6mU+pBv2bIF2dnZyM/Px8WLF/HBBx8gNzcXAHDy5Els3boV165dQ3Z2Ng4cOIBDhw6Z/PxB7vb4beloRHg5oKpFinnfnEO2rXHDBg10KlR4449MAMCC4UEY1suWfU0KxxDXX9UihVJFQsDjMHbCbGiWUCMD9dUzOL1sqqLVOLp09vTgDGPUOAAQ7E5l86W96KKlMW0w1Udxsajxlm4GvFVg1sx+xowZzP8TEhKgVCpRX1+PwMBApKamYunSpeByuXB3d8e8efOwbds2vP3220hNTcWSJUvg4EB9gJ588kls3boV06ZNY30emUwGmazrw9HSQo2DE4vFcHZ2xg+PDMYzW64gt6oZj319HPtfHGfxKTA23Br4/UoZ8spq4WbPx7Ix/r0eAXckowgqWQdGBNoZPEduSQNUMgl8He3R1qZ7fmtVXRNUMgns0KnznPKONqhkEnS0tzL3aW/vCrhisRhKpXbAbm9rhUomgVzaznpuQi6BSiZBc0uLUa+Jt0gJlUyCgvJaiMW9M6dz5gKx7jxkV4mx59INzEkJ6tV5bjfQr7/Z7SRIC+H7778nk5OTmd/j4+PJCxcuML+vX7+efOKJJ0iSJMmZM2eSqampzLF9+/aRkyZN0nnut956iwRg+7H92H5sP7ftz82bN80ak03K7MeNG4ecnBzWY2lpaQgKoq7MR48exZo1a3D48OFu99Hc7pI9rlr6jvXEqlWrsGLFCub35uZmhISEoLS0FC4uLsb9MVaCWCxGUFAQysrK4Ow8cLoABuq6gIG7toG6LmDgrm2grgsYuGtraWlBcHAw3N3N6wpqUrA/deqUwfucOHECTzzxBPbu3YuYmK5W6ODgYBQXF2P48OEAgJKSEgQHB3c7RkPzGBuEQiGEQm3u08XFZUC9aZpwdnYekGsbqOsCBu7aBuq6gIG7toG6LmDgro2joyei1+cz58lOnjyJxYsXY/fu3UhKSup2bO7cufjmm2+gVCrR2NiI1NRUzJ8/nzm2adMmtLe3QyaTYePGjViwYIE5l2aDDTbYcEfDrAXap556CjKZDE888QRz2+bNm5GQkIDFixfj0qVLiI6mjKZWrlyJuLg4AMDEiRMxb948JCQkAAAWLFiA6dOnm3NpNthggw13NMwa7AsKCnQe43K5WL9+vc7jb775Jt58881ePa9QKMRbb73FSu30Nwbq2gbquoCBu7aBui5g4K5toK4LGLhrs9S6CNJQNdQGG2ywwYZbHrZJVTbYYIMNdwBswd4GG2yw4Q6ALdjbYIMNNtwBsAV7G2ywwYY7ALdcsP/3v/+NuLg4JCUlYcSIETh27BhzTKVS4fnnn0dERAQiIyOxYcOGbo9du3YtIiIiEBERgdWrV5t9bRs3bkRCQgJ4PB6+/PLLbsfefvtteHt7Izk5GcnJyVi4cKHV1qZvXf39mmliyZIlCAwMZF6jlStXGr1Oa6CgoACjR49GdHQ0RowYgezsbKuvgUZoaChiY2OZ1yo1NRUAUFtbi+nTpyMqKgrx8fE4ffq0RdfxwgsvIDQ0FARBICsri7ld3zokEgkeeeQRREZGIjo6Gjt37rTauiZOnIjw8HDmdfv000+tui4AkEqlePDBBxEdHY3k5GRMnz6daSq16OtmVvMFK2D//v2kRCIhSZIk09PTSVdXV7Kjo4MkSZLctGkTOXnyZFKhUJANDQ1kSEgImZOTQ5IkSZ44cYIcNGgQ2dbWRkqlUjIlJYU8ePCgWdeWnp5OZmdnk4sXLybXrVvX7dhbb71FvvLKK6yPs/Ta9K2rv18zTTz++ONa6zNmndbCpEmTyB9//JEkSZLcsWMHOWrUKKs+vyZCQkLIzMxMrdufeOIJ8q233iJJkiQvXrxIBgcHk3K53GLrOHHiBFlWVqa1Hn3rWLNmDfn444+TJEmShYWFpI+PD9nY2GiVdU2YMIHcu3cv62OssS6SJMmOjg5y3759pEqlIkmSJNetW0fec889JEla9nW75TL7GTNmwM6Ommqj6awJQKezJn2MdtYUCoWMs6Y5kZSUhLi4OJPbnC29Nn3r6u/XzFjoW6c1UFtbi6tXr2LRokUAgDlz5qCoqKibzcdAwPbt27F8+XIAwPDhw+Hj42PR7H78+PEIDNR2vdS3jtTUVOZYWFgYxo8fj927d1tlXfpgjXUBgEgkwr333sv4gY0aNQqFhYUALPu63XLBXhM//vgjIiIimDe1tLQUISEhzPHQ0FCUlpYaPGYtbN26FUlJSZg8eTL+/vtv5vb+XNtAe80++eQTJCYmYubMmUhPTzdqndZAWVkZ/P39weNRfYgEQSA4ONjqnyFNLFy4EAkJCXj66adRV1eHhoYGqFQqeHl5Mffpj8+5oXX093u5cuVKJCQkYP78+UyQ7c91ffHFF5g1a5bFX7cBN5ZwoDhr9mVtbFi6dCneeOMN8Pl8nDlzBrNnz8alS5eYN68va+vLugw9d19fM00YWuc777wDPz8/cDgc/PHHH5gxYwYKCgrg6Oho9rX0Bj2HlPTHGmicPHkSwcHBkMvl+L//+z88/vjj2Lx584BZo6F19Nd7uXnzZgQFBYEkSaxfvx4zZ87sVnux9rreffddFBQU4Ouvv0ZHR4dFX7cBl9mfOnUK9fX1rD900DLkrEmjL86avV2bLvj6+oLPpyYQjRkzBkOGDMHly5fNsra+rMvSr5kp6wwICGCoptmzZ8PZ2Rl5eXkWWYupCAoKQnl5ORQKanQgSZIoKyuz6ho0QT8vn8/HSy+9hFOnTsHDwwMAUFfXNTje2q8TAIPr6M/3kv4+EASB5557DoWFhWhoaOiXdX300UfYuXMnDhw4AHt7e8u/bn2oM/QLTpw4QQYFBZFXr17VOvbjjz+SU6ZMYYp4wcHBZHZ2NkmSJPn333+TgwcP7lZsPHDggEXWyFZoLCsrY/6fn59Pent7k3l5eVZdG9u6BsprRpLdX6Nz586RHh4eZHNzs8F1WgsTJkzoVqAdOXKkVZ+fRltbG9nU1MT8/vHHH5Pjxo0jSZJ6jzULfEFBQRYt0NLoWQjVt4633nqrW6HR29ubbGhosPi65HI5WV1dzRz77bffyODgYOZ3a67r448/JocOHapVYLXk63bLBfvIyEjS29ubTEpKYn6uXbtGkiRJKhQKctmyZWR4eDgZHh6uFdjWrFlDhoWFkWFhYeSqVavMvrbNmzeTAQEBpL29Penq6koGBAQwF6XHHnuMHDx4MJmUlEQOHTqU3LFjh9XWpm9d/f2aaWLKlClkfHw8mZSURI4aNYo8duwYc8zQOq2B3NxcctSoUWRUVBSZkpJCZmVlWX0NJEmSN2/eJJOTk8mEhAQyPj6evP/++8mioiKSJEmyFjq4GwAAAN1JREFUurqavOeee8jIyEhy0KBB5PHjxy26lmXLlpEBAQEkl8slfXx8yIiICIPraGtrI+fNm0dGRESQUVFRWt8FS62rra2NTElJIePj48nExERy8uTJZHp6ulXXRZJUUgOADA8PZ2LYiBEjSJK07OtmM0KzwQYbbLgDMOA4extssMEGG8wPW7C3wQYbbLgDYAv2Nthggw13AGzB3gYbbLDhDoAt2Ntggw023AGwBXsbbLDBhjsAtmBvgw022HAHwBbsbbDBBhvuANiCvQ022GDDHQBbsLfBBhtsuAPw/5Qaugk+VnS+AAAAAElFTkSuQmCC", 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", 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", "text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -155,17 +181,18 @@ } ], "source": [ - "ml.contour(\n", - " win=[-200, 200, -200, 200],\n", - " ngr=[20, 20],\n", - " t=100,\n", - " layers=0,\n", - " levels=20,\n", - " color=\"b\",\n", - " labels=\"True\",\n", - " decimals=2,\n", - " figsize=(8, 8),\n", - ")" + "for ilay in [0, 1, 2]:\n", + " ml.plots.contour(\n", + " win=[-200, 200, -200, 200],\n", + " ngr=[20, 20],\n", + " t=100,\n", + " layers=ilay,\n", + " levels=10,\n", + " color=\"C0\",\n", + " labels=True,\n", + " decimals=2,\n", + " figsize=(4, 4),\n", + " )" ] }, { @@ -191,9 +218,9 @@ }, { "data": { - "image/png": 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", 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", 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" ] }, "metadata": {}, @@ -233,15 +260,17 @@ "\n", "t = np.linspace(0.1, 2000, 200)\n", "Q = ls1.discharge(t)\n", + "plt.figure(figsize=(8, 3))\n", "plt.plot(t, Q[0])\n", "plt.ylabel(\"Q [m$^3$/d]\")\n", - "plt.xlabel(\"time [days]\")" + "plt.xlabel(\"time [days]\")\n", + "plt.grid()" ] } ], "metadata": { "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "artesia", "language": "python", "name": "python3" }, @@ -255,7 +284,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.13" + "version": "3.11.10" }, "latex_envs": { "LaTeX_envs_menu_present": true, diff --git a/docs/03examples/meandering_river.ipynb b/docs/03examples/meandering_river.ipynb index 2104af3..c6cc74d 100644 --- a/docs/03examples/meandering_river.ipynb +++ b/docs/03examples/meandering_river.ipynb @@ -73,19 +73,17 @@ "outputs": [ { "data": { - "image/png": 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bBb4Z5snr7Z0ef8JzSlBQEE2a1EykXGVQqVS0atWKHTt20KBBgxqZ80HX5oWqNfQ0ODg4cPbsWfr27cuQIUPYtGkTI0eOrG2xnhr/mEyuRGUwb5BHtSaPfX0gEP+YLH57vdVTKQEhBOsuRPH1gSDcrAxY/WYbnCyezP4ZmpzL1qux7L4WR2Z+MQ5meoxs44ibtSFulga4WhliY6zzxIolJj2fw7cTORiQxKIjISw6EkJjWyP6edoyoJkdDawNKzRm03om7H2vM5PW+zJj63VScoqY9ISO++m93NnmG8vS43dY+3a7Jzr3QfxyIhRzA22GPoVSqqNqCQwMZNCgQQwbNqzGlEB18dwrAgArKytOnjzJoEGDeO2118jNzS1z3DxvrDobgZGuJqPbVl85h73+8ay/GM2kri4MaGb3xOcXK1XM2RPAdt84envY8NPoFhU2KylKVHjfTGDT5Rj8ojPR0pDo42HLa+0c6exmWSVO5foW+kzu5sbkbm4kZBVw+FYSh28l8fOJUJYeD8XVyoAJXVx4rW39x5aeMNHTYv077fho+w2+ORhEck4hcwY2qbByMtLVYlJXVxYdCcE/JrNS/RpuxGZxKiSVT/s1wqAaTYZ1VAwPDw8iIiJqW4wq4YX5NJmamnLkyBFeffVVJkyYQG5ublmix/NCUnYhR24nMamba7X5BhKzC5i39xZtnc2Y2a/x40/4F8VKFR9svc6BAHVE0wcvN6zQzTuvqIR1F6L460IUKblFuFoZMGdAE4a1sq/WSqr1TPV4p4sL73RxISW3kCO3k9l9LY45e26x7WosXw3xfKzJRldLg1/GtMTSUJs15yMxM9DmvZ7uFZZhfCdnfj8dzrarsU+tCAoUSj7ZeQNLQ23e6PDimoTqqB1eGEUAYGBgwL59+xgzZgwffPAB2dnZzJs377kJsdt1LQ6VgDFtH5xhXVmEEMzeHUCJSrBkZIsnbnt4rxKYO7AJE7tWzExyKiSFuXtuEZ9VQNcGlvwwojndG1rV+P/F2kiXNzo4Ma59ffbdSOCbA0EM/c2HMe3q82nfRo/MHZDJJBa80pTsgmIWHQnB0VyfV7wqVn7aUEeTbg0tORmc8tQhn/P/vkVoipy/3m6HURVkewshSElJwcjI6Jmt3/W01+pFprp8ui+UIgDQ0dFh+/btTJgwgc8//5ycnBwWLVr0zH+gRGkXrPYu5jhbVk+s8R7/eE6HpPL5YA/qWzzZl1+lEnyw7cmUQE5hMfP33mLv9QTcrQ3Z+W5H2jhXvIS2vKiE4MQcAhNzCErMITAhh4jUPAx0NLE00sbSUAdLQx0sDLQxN9DGovR3NyvDR74/SZIY0sKeXo2t+elYKH9djOJQQCJfDfV8ZG8BSZL4fkRzErIK+XjHDexN9WjtVLEVfq/GNhwMSOJ2Qs4T+2S2XY1hh18c7/dyp9tTRgsVFRXh5+eHj48PPj4+XLhwoaycsZ6eHpaWllhYWGBpaXnf4+7zbm5uVV4H/2Ho6uqSnp6OhYXFM//drSlEaT8CXd2qL8nywikCAE1NTdauXYuRkRFLliwhOzubFStWPDZ8qza5GZdNdHr+E5kcnoR8RQnfHQqmhaMp4zs6P/H5PxwJ4cDNRGb3b1whJXA7IZv3Nl0jNrOAGS81YFpPt0cmqgkh8IvO5EJ4OoEJOQQl5RCdnl/2upm+Fk3sjBnWyp58hZI0eRFp8iJCknJJlytQKFXlxmvtZMbI1g4MbG730BW0ka4W8wd7MLKNA7N3BzB9sz/+MVnM6t/4oXWCdDQ1WPlGa4Ys9+HDbdc5NKNrhez1bUoVRlDikymC/TcSmL07gC7ulsx4qeIOybS0NC5cuFB24/f19aWoqAgAd3d3BgwYQKtWrSgoKCAtLa3cIzo6mrS0NDIzM+8bt2PHjrz99tuMGjWqWos/Ojg4EBcXVy21959n7nYoq2peSEUAIJPJ+OWXXzAxMWHhwoXk5uayYcOG+1q8PSscvp2Epkyij4dNtYy/+mwkKblF/D6u1RM7ZHf6xbHiTDivt6/P5MdEzQgh2HIllgX7b2Our822yR0euQtQqgRHbiex8mwEN2KzkCRwtjDAs54JI1s74FHPmCZ2xtga6z50ZSiEQF5UQkaegjS5gqtRGezwjWXW7gC+2B9I/2a2jGztSHsX8we+9yZ2xmyf0pFvDgTyx/lIbsVn8+vYVg+tTGpmoM3ikV6MXnWR7w8H8+UQz0deEwALQ7XZKSu/+LHH3uVKZAYfbLtOGydzVr3Z+pGmvOLiYnbs2MGJEyfw8fEhJCQEAC0tLVq3bs306dPp3LkznTp1wsamYp+xkpISMjIyyhTE5cuXWbt2LZMnT2bGjBm8+uqrvPXWW/Tq1avKuwhqaWnV2O6jDp7fzOIn4fvvvxeAGDhwoMjPz6+WOSpLz0WnxLg1l6pl7NTcQtFk3iHx7gbfJz73ckS6cP/sgBi7+uJjM4UVJUrx0fbrwmmmtxi35tIjs3KVSpXY6x8nupUWpOv2w0mx/mJUlWVSq1Qq4RedIWbtuik85x8WTjO9RZfvT4iVZ8JEVr7ioeft8osVDeccFB0WHhdRafJHzrFg3y3hNNNbXIlMr5A87p8dqHABwZj0PNH262Oix6JTIrvg4fIWFxeLdevWCVdXVwEIc3NzMWjQIPHtt9+Ks2fPVvnnXaVSicuXL4upU6cKU1NTAQhHR0cxd+5cERoaWqVz1VFxqGRmca3f/O99VJciEEKI3377TUiSJHr06CFycnKqbZ6nISY9TzjN9BZ/no+olvEXHwkWzrO8RVhK7hOdl5JTWHYzetTNUwghChQlYsK6q8JpprdYcjREKJUPL/9wMTxNDP7lnHCa6S36Lz0rDt5MECWPOP4uxSVKEZEqF6m5hY8c/9/kF5WIPdfixMgVF4TTTG/RZN4hsfxU6EPnDIjLEi2+OCK6fn9SJGcXPHLc1l8dE2/8cfmxMhQoSoTzLG+x9Nidxx4bmpwr2n9zXHh9cUQEJWY/8BilUim2bNkiGjVqJADRsmVLsX//fqFUVm1Zj0dRUFAgtm7dKvr16ydkMpkARNeuXcUff/zxzH3HXnQqqwheWNPQv5k6dSrGxsaMHz+el19+mUOHDmFuXnO9fx/FxXB1bfnO1dAQPq+ohPUXo+njYYPbE2TXKlWCGVv9yS4o5q932mGi93CTWoFCycT1V/EJS+erIU154yE+iLAUOd8dCuZ4UDJ2Jrr8OMqLoS3sH2qqyspX4B+ThV90JtdiMrkem0V+adaxloaEtZEu1sY62BjpYmOsg7WxLrbGujSyNSpnh9fT1ijrS3A7IZtlJ0L54XAIp4NT+XG0Fw5m5R3LnvYmrH27HWNXX+LNP6+wbUrHB75/PW0N3u7szKIj6iqrTeyM7zvmLnGZ+QgBzpaPdtIHJ+Uwbs1lALZO7kBj2/JjCiHYu3cv8+fP59atWzRt2pRdu3YxbNiwGneq6urqMnr0aEaPHk18fDwbNmxg7dq1TJgwgffff59Jkybx1VdfYWRk9PjB6qhVnvsSE0/K33//zahRo2jYsCFHjx7Fzu7JE6qqmg+2+nM+LJ2rc16q8i/z3UYzu6Z2qnCEC6gzWJccu8MPI5oz6hG9ihUlKt5Zd5UL4WksGuHF8Nb3O7KEEKw4E8HioyHoaWkwtYcbE7q43Jc5nZJTyNnQNHyjMvCNzizrYKYhk2hiZ0Sr+mZ41jOhoFhJck4hSTmFpOQUkZxTSHJOYVlpCQAvR1Pe7eZKn6a29yWNCSHYfS2ez/fdRgJ+G9eKrg3uj8Y5F5rKO+uu0sbJnE0T2z9QYWXlK+j03Ule8arHd8MfXk/oyO0kpmzwY8+0Tg/NJQhLyWXEiovoamqwaVL7copbCMHBgweZP38+165do2HDhixYsIBRo0Y9U0EQQgguXbrE6tWrWbduHfb29vz2228MHjy4tkV7oalsiYlaNwfd+6hO09C9HD9+XBgYGAg3N7eyKoK1SY9Fp8Tk9VVfQbVEqRI9F50Sr/xy7onOC0vJFQ0+Oyje2+T3yONUKpWYseWacJrpLXb4xj7wmPyiEjF9s/qYaRv9ROoD/AaZeUVi4YFA0WDOQeE001s0X3BEvL32ivj1ZKi4EJYm8ooq5jfIKyoWEalysf5CZFkznB6LTolNl6JFgaLkvuNj0vNE35/OCLfZB8QuvwfLf7dZz9pHmO2mbfQTnb498UjZZu68IZrOP/xAOYRQm+E6f3dCtP7qWDnfhEqlEkePHhUdOnQQgHBxcRHr1q0TxcXVW5W2Krh06ZJo1qyZAMTIkSNFQkJCbYv0wkJt+wgAR+AUEATcBmaUPm8OHANCS3+aPW6smlIEQghx4cIFYWpqKhwcHERwcHCNzftvcgoUwmmmt/jlxONtx0+K940E4TTTW3jfqPgXUKVSidErL4hmnx8WyTkPt48LIcR3h4KE00xv8evJBzsJYzPyxICfzwrnWd5i+anQ+8pGFyhKxO+nw0Szzw8L51ne4sNt/iIwIfuh9v+8omLhG5UhQpNzH6scSpQqceBmQpkvovVXx8SvJ0Pv83VkFyjKyk7/evJ+GVUqlXjzj8ui8dxDIjot74Fz/Xk+QjjN9BYJWQ92zCpKlMLriyPig63+D31fr/xyTjSee0jciM0se/7SpUuiW7duAhAODg5i5cqVQqF4tK/mWUOhUIiFCxcKHR0dYWJiIlatWlWjfoz/CpVVBFXhIygBPhJCXJMkyQjwkyTpGPAWcEII8Z0kSbOAWaib1TwTdOzYkdOnT9OnTx+6du3K0aNHadGiRY3LEZSYC6gLnFU1q86G42JpQD9P2wqf430zkUsRGSwc1gxro4cnruz1j+f30+qQ0mk93O57PTItj1ErL1JYrOTP8W3p2bh8o/VrMZl8uO060en59Gxkxaf9Gt9nYy9RqrgZn835UHVZbv+YTIqV/5gyjXU1sTXRxdZEDztj3dLfdfGsZ0IzBxMGNFNXHr0Ykc6KMxEsOhLCyjPhzHi5IW92dEJLQ4axrhbr3m7HJztvsOhICEIIpvf6J15fkiS+G96MPj+e5Yv9t/njrbb3vde7JrfrMVnYNdO77/VTwSlk5Rc/sK5TuryIqZuuERCfzao32tDcwRSlUsm3337L559/jrW1NcuWLWPSpEnVkkhU3WhpaTF79mxGjBjBlClTmDx5Mhs3bmTlypXlyjnXUbtURavKRCCx9PdcSZKCAHtgCNCj9LC/gNM8Q4oAwMvLi3PnzvHyyy/To0cPDh48SKdOnWpUhqj0PABcrao2m/h2QjY34rL5fLDHYwur3UWpEiw9fodGNka89oiid3GZ+czbe4s2TmZ88UrT+/waCVkFjFtzGaVKsGtqJxra/OMsLFGq+OVkGL+eCsPWWJdNE9uXOcmFEISn5pX1Y7gUnk5uUQmSBE3rGfNOFxda1TejQKEkIbuA5OxCErPVvoKgxBzS5EXcdXl1cbdkxssNaOtsTic3Szq5WXI7IZvvD4fwlXcgxwKTWDmuDSb6WmhryvhpVAskYMmxOzStZ1JOcdmZ6DGxqys/Hb9DRKr8vpLWZqWlKeRF97ePFEKw/HQ4DmZ69GhU3g8RnJTDxL98Sckt4qfRLXjZw4akpCTGjRvHiRMnGDNmDCtWrMDY+OFO6OeFBg0acOLECdauXcvHH3+Ml5cXc+fOZebMmWhrV28HvjoqQGW2E/9+AM5ADGAMZP3rtczHnV+TpqF7iY6OFg0aNBD6+vri2LGabQq++EiwcJnlXeXdvObtDRAN5hwUmXkVb8i+51qccJrpLQ7efLgpqUSpEiN/vyCazj8sYtLvN5Wk5BSKnotOCc/PD4uAuKxyr0WlycXQ5eeF00xv8cFW/3Lx8ZfC00S/pWeF00xv4TTTW3T9/qSYteum8L6RUK6pfPEjrpOiRCliM/LEqjPhovVXR4XTTG8xdvXFcnH+KpVK7PSNFe6fHRC9Fp8q9x7yi0pE/6Vnhefnh0VkavkcgpScQtHgs4Ni/t6A++ZNyMoXTjO9xZbL0fe9diYkRTjN9BabLpV/7U5SjmjxxRHR7ptj4nqM2hx09OhRYW1tLfT09MSaNWuqpQPbs0BSUpJ47bXXBCA8PDyEj49PbYv03EMlTeBVOXIAACAASURBVENVlg4oSZIhsAv4QAiR8wTnTZYkyVeSJN/aSievX78+586dw93dnYEDB7J3794amzs+swA7E72HljR4GhQlKvb6x9OvqW2Fm7ALIVh+KozGtkb0bfpwU9LmKzFcicpgwStN7+sAplQJpm70IzG7kLVvtS0XwukblcHgX84TniJn2ZiW/DS6Bca6WhQWK1mw7zajV10ip6CYr4Z6cvaTnpz9tCffvtqMgc3tyFeU8Mf5SEatvEjDuYdovuAI/X8+x6T1vnyx/zZrzkVw+FYSIUm5GOpoMrGrC+c+7cXcgU0ISZIzcsVFZu68SW5hMZIkMby1AxsmtCdNrmD0yosk56g7n+lpq8tHaMokZmz1R6X6xwxlZaTDwOZ27L4Wj1JVPtKupNRc9e/4O5VKsORoCHYmugxv/U//gLAUOWPXXEZTQ8a2yR1pamfInDlz6Nu3L5aWlly5coUJEya8sDV2bGxs2LJlCwcOHEAul9OlSxemTZtGbm5ubYv2n6VK8ggkSdJCrQQ2CSF2lz6dLEmSnRAiUZIkOyDlQecKIVYBq0AdPloV8jwNNjY2nD59mv79+zNixAjWrVvHuHHjqn3erIJizAyqtuzFpYh0cgpLGFzB6pgAvtGZhKbI+WF484fG9cuLSvj5+B3au5gzvNX9jVFWnAnHNzqTn0Z7lSsrcSUyg7fWXsHWWJe/3mlXpkBuxWfzwbbrhKXIeauTMzP7NUZPWwMhBCFJuRy5ncSR2+pCbQCNbIyY1NWVwmIlcZkFxKTncyEsrVxHMwBnC30+7tuICV1ceL29E8tOhrLyTDjnw9L4YURzOrtb0sHVgk0T2zNq5UXeWXeVbVM6YqijiaO5PnMHevDRjht4BySWqzDavaEVe/zjuZOcW86fEZqivoH9O09jp18cN+Ky+Wm0V1mdpTvJuYxdrc4T2DKpPRoFGfQYOgYfHx8mTJjAsmXLHloNtFipIiGrgNiMAmIz84nNyCc2swAhBIOa29GzsfUj6zk9awwYMIDbt28zb948li1bxtmzZ9m3bx+urk/W/KeOylNpRSCply1/AEFCiB/veWkfMB74rvTn35Wdq7oxMzPj2LFjDB06lDfeeIOcnBymTZtWrXPmFBRjXAVlhe/lyO0k9LU16Nqg4glqmy/HYKSjySCvh+dVrDobQZpcwZrx9zdmuRmXxU/H7jCouV257lmXItJ5Z91V7Ex02TKpA9bGuqhUghVnw/np2B3MDbTZMKEdXRtYEZqcy06/OI7cTiIqPR9Jglb1zZjdvzF9m9piY6yLb3QGZvraOFnoY6SrhRCCrPxi4rMKiMvMJzajgF3X4pi+2Z81jpHMG+TBzH6N6e1hw8fbb/D6msuM61CfOQM88LQ3YfnrrZj4ly/vbbrGH+PboKkhY2hLe1afi2DJ0RD6NbVFW1O9W2tR2rfAPyarnCK4Ha9WVE3s/vGFZBcU8/3hYNo4mZVdj5CkXMauvoSGTGLzpA4EXjrJ22+/jUKhYNOmTYwdO7bcNU3NLWL5qTCCEnOIyywgMbuAezcjmjKJeqZ65CuUeN9MxERPi8FedrzZ0bmcX+ZZxtDQkJ9++onBgwczYsQI2rVrx86dO+nRo0dti/afoip2BJ2BN4AASZKulz73GWoFsF2SpAmo/QbPRf9IIyMjDhw4wKhRo3jvvffIyclh1qxZ1TZfnkJZYfNNRRBCcDI4hW4NrCrc6jJfUcLBgERGtnFAX/vBHwl5UQl/no9kYDO7shviXUqUKmbtCsDSUIdvhjYrUxLR6XlMWu9LPVM9Nk9qj7WRLkII5u+7xcZLMQxsZsc3wzwx0dNirU8kCw8GAdDRzZJJ3Vzp3cQGC0MdLkWk88vJMA7fSiy3+rc01MbJwgAnC32cS3+2czFndFtHDt9KYvHREEauuMD/XmrA+70acHBGVxYdCeFPn0jiMgtY82Ybejay5qshnny2J4B1F6KY2NUVDZnER30aMWm9LyeCkulfGu3jZKGPoY4md5LLmzCuRGXgamlQVuVUCMGcPQFk5iv465V2Zddjw6Uo0vMUrH2jBb8unMvPP/9My5Yt2bZtW7lWhxl5ClaeDWf9hWgUShUtHE1p52KOo5keDub6OJrp42iuh62xLpoaMkqUKnzC09l9LY6dfnHs8I1jySivR5bUftbo1asXV65c4ZVXXqF379788ssvvPvuu7Ut1n+GqogaOg88zJj5UmXHrw10dXXZtWsX48ePZ/bs2WRnZ7Nw4cJqsdlqyKq22URsRgGJ2YVM62FR4XPO3kmlqET1yLaVe67FIS8qeWDP3j99IglMzGH52FaY6KtvhgUKJe9uvIZMklj7VtsyJfDF/kA2XophSjdXZvVvTHZBMZM3+HEsMJmXGlvzw4jmWBjqEJyUwx/nI/n7egJJOYUY6WgysLkd/ZvZUahQEpWeT3R6HlHpeVwMT2f3tfgyeYx1NZk9oAnH/687C/bdZunxUC6Ep/Pzay2YN8gDNytDPtsTwOf7bvP1UE/GtHPkyG11K8thLe2xMNShZyMrTPW1OBr4jyKQJAldLY1yJa9Tc4u4EJ7Ou93/uS5rfaLwvpnIp/0alfOTTOnmxrbjVxk+4GUyY4J5//33WbRoETo66iqnmXkKVp+LYN2FKAqKlQzxqsf/XmpwX5TSv9HUkNG9oRXdG1qRJi9i6kY/pm/2JyxFzoyXGjw3vgZ3d3cuXrzI2LFjmTp1KgEBASxduvSZrRj8IvGfqTX0pGhpabFhwwaMjY357rvvyMnJ4ZdffqnycrsakkSJquoUwaVIdd2i9q4VVwRHbydjoqdFu4eUixZCsP5iNM3sTfByKJ/vEJOez4/H7vByExsGNPvHyTzv71sEJ+Xw51tty3wC3xwIYt2FKCZ0cWFW/8bciMtm2kY/UuVFzBvkwag2Dmy7GstOvziCk3LRlEl0b2jFnIFN0NGUsftaPNM2XsPKSIeGNoY0sDGinYs5DW2MsDfVI1VeRERqHmt9Ipm9O4BdfnEsGulFZ3dL5v19i/4/n+On0S0Y274+MRn5rDgTjlNpf+N5g5rQd+k5fjx2h2+GNUNTQ8ZLjW04FphEsVJV5szXlEko78llOBiQiFIleMVLbf65EpnBwoNB9PGwYWr38vkV184dI37dDIpKBOPmLuPbuVPR1tbgdkI2B24msv5iNHmKEgY1r8eMl9xxt35y846loQ4bJ7bns923WHo8lLAUOT+NblGlwQjViYmJCfv27WPWrFksXryY4OBgtm/fjoVFxT/PdTw5dYrgEWhoaPD7779jbGzMokWLyM3N5c8//0RTs+oum46WBgX/cnZWBv+YLEz0tGhgXbECc0IIzoam0qOR1UPr3d+KzyE0Rc53rza7b3W5+GgIMkni66GeZa+dD01jp18c03u607OROh5/h28sa85HMr6jE3MHNiEwMYc31lzG1ECLXVM7oa0po9/Sc8RnFeDlYMKCwR70aWrL2TupLDsRSmiKHEtDbYa2tCensJiwZDln7qSWJZhJEjia6dPQxpA+Hja82sqebw8FM3S5D7+Pa4X3+114b7M/U9b7se7ttnzatxExGXksOhJCbw9b3K3VuRPbfWOZ2b8xxrpadGtoya5rcYSlyGliZ4wQgnxFCVqaUtm123IlhiZ2xjSyNSIxu4Bpm67haK7PopHNiU7Pp56pHtqaMpYvX877779PmzZt8Bj3OacToO03xzHW1SIppxBJggGedsx4uUGl7fs6mhosHtkcN2sDfjgcQjN7E6Z0vz/p71lFQ0ODRYsW4enpyeTJk2nfvj379u3Dw8OjtkV7YalTBI9BkiS+//57TExMmDt3Lrm5uWzdurVsO19ZbIx1uRmXVSVjgTpJqYmdUYXNAXeS5aTJFXR8xA7COyABDZl0X1hpWEou+28mMKWbG7Ym6qxXpUrw9YFAHMz0mN5L3W0tMCGHuXtv0cnNgvmDmxKVns/4P69gpKvJ1skdCUnK4f3N/hjqarLj3Y64WBqw8VI0g385T3qeAg87Yz7q3ZDYzHwO30rE1kSP5g4mjG7riIWhNkIIotMLCE3JJSQpl+NBKbRxMmPluNbM3XuLN/+4wtdDPdk6qQMjV15g8gY/tk/pyBeveHL2ThoLDwax+s02vNrKnk2XYzgVnMKQFvbYmaizhNPk6s5eyTlF5BSW0KB0pX4xIp3gpFy+H96MwmIl727wo0BRwqaJ7Vh0JISNl2Iw1Jahc30b1/b/Rf+BA9m5fTt6enpci8lkh28cuYUldG9kRY9GVo/M5H5SJEliWg93rkVnsfR4KIO86mFven/W87PM+PHjadiwIcOGDaNDhw5s3bqVAQMG1LZYLyTPx36xlpEkiTlz5rBs2TL27t3L4MGDycvLq5KxbY11SM4prBI/gUqlDrv8d+niR3E8KBngvhIQd1GUqNjlF0evxtaYGZR3av9yMgw9LQ0mdf2nk9QO31iCk3KZ3b8Juloa5BWVMG2TH6b6Wiwb05LMfAXj1lxGJWDDxPacDklh4l++uFgZsO6ttuzxj6fTdydZejwUL0dT5gxojIG2BkuO3WHfjQQ6uFpgZajNyeAUvvQOZMbW63y4/Qb7bsSjIZMY064+s/s3Jjgpl4l/+TK9lzsd3SyYtTuA1eciWP9Oewx0NJi++RpGuppM6+nGscBkLoan09LRDCsjHQ4FJAFqZzT8owiCk9TRQXdX7H+ej8TcQJshLez5Yn8gN+Ky+XF0C3b6xbHxUgyjWtoiTi/n2v6/MGzRjxDPKUzZEkBcZgGtncz5bnhzlr/eilFtHKtUCdzLglfUq+iv9gdWy/jVTceOHbl69Sru7u4MGjSIRYsWValPrQ41dYrgCXj//fdZu3YtJ06coE+fPmRlVX4lX99cn8JiFQnZhZUeKyW3iHyFErcKmoUAfMLS8LAzxsb4wTeiSxHppMkV95WizshTcOBmIq+1rY+FoXp3JIRg9bkImjuYlPkLfj8dTlR6Pj+/1hJLQx0WHgwiNbeIdW+3JSY9n7l7b9GjkTVLRrRg4no/tl+NZXgrBzZPao+elgbfHAwmIbuQCZ1daO9izqFbSdyIy6aZvTFTurnwUe+GTOvuhoulIZcjMvjSO5DFR0N4v5c7LlYGfLT9Bm90cGJ0G0d+PRXGzbgsFo3wIiItj82XY3inswvmBtpsvRqDTCbR2c2ibIcmK91V3fUNn72ThraGjKb2xgTEZXM8KIU3OjghBOz0i+X19vXp29SWw7eTaO+gh/+aWQSeO8CXX33FqT0bsTTW41xoGnGZBU/0f60MDmb6TO7myuHbSYSlPJ8JW46Ojpw7d44RI0bw6aefMn78eAoLK/99qeMf6hTBE/LWW2+xfft2rl69Ss+ePUlJeWCeXIVp5qAOxQyoAvNQQrb6BmNvWrHVZYlSxfXYLNo6P7xPwbHAZPS07s9J2H8jgRKVYFTbf/oP+EZnEp6ax7j2TkiSRHxWAavPRTCkRT06uFrgG5XB7mvxTOzqgr62Jv/b4k8TW2M+7duIt9ddIU9RwrYpHXAw02PCOl+OByUztn19Glgb8odPJP4xWXR2t8DLwYSYzAJWno1kybE7/H4mnMTsAvo0tWHBYA9aOJry7aFgWjuZ0cTOmOmb/enb1Iam9YyZtTuAxnZGdHA15/cz4QD0amzNqeAUipUq6pnqkZJbhEolyq5nPVNdSpQq9t1IoFdja4x1tVh8NARTfS0mdHXhRlwWxUrBS03UuypTlZyj37/L6dOnWbt2LfPmzsUnLIPknCI+eLkBHd1q1vH5ZkcntDVlrLsQVaPzViUGBgZs27aNL774gg0bNtCzZ8+6xvZVSJ0ieAqGDx/Ovn37CAkJoVu3bsTFxT31WI1tjdCUSVyPza60XIlZ6lXSXdv24whOyiVfoaT1I6KFjgcl062h5X05CXv842liZ1zODLXtaiyG9ySlLTmqbqD+ab/GCCH4fN9t7Ex0mdDFhUnrfdHWlPHdq814e91VCoqVLBzmycc7brLoSAid3C1o72LO5ssxXI/NooOrOYXFSnzC0jkbmkZkWh4NrA3p72nLkBb2GOtqscsvjgX7AwlMyOHlJtas9YnCzkQXN2sDpm2+xtQebuQVlTB3zy1mvNSQ1Nwitl6J4eUmNuQUluAblYmdiS4lKkFaXhHxpSv3eibqlXyavIhhrezxCUvjzJ1U3u3uhqG2Jn9fTwCgdX1zAgMDObNkCjkpcWzbvZcuA4azYN9tfjp+hxGtHZjxUgNqGgtDHYZ41WOXXzw5hcU1Pn9VIUkS8+fPZ+fOnVy/fp2uXbsSExNT22K9ENQpgqekX79+HD16lMTERLp06UJYWNhTjaOrpUELR1PO3qn86iYjXwGAhUHFEtSCk9SmAs96D/YpqLNZC+/r3pWZp+B6bBYD7ilvLYTgVHAKvT1s0NfWJCNPwf4bCYxpVx97Uz0uRWRwOyGHD15uwO5r8USm5bH0tRb8fCKUjDwFS19rwfy/A8lXlLBkpJe6fER4Oq+3r4+FgTaXIjJwszbEXF8Lz3rGdG9ohZGuJseDktnjH09AfDad3S14r4cbNsa6XAxP580OThwNTKZfU1uMdLX460IU73Z35WhgMvamejS2NeJEcAot66t3ZeGp8rLyGioV+EZlYqSjST1TXZaeCMXORBePekZ8sO06LpYG9PWwZdwfl9lyJYbRbRy56XeJzp07oymU1Hv9O/7PB17+8SwbL0UzorUDC4fdH3VVU7zWzpGCYiWnQ57/VfTw4cPLvnudO3cmODi4tkV67qlTBJWgS5cunDp1CrlcTteuXbl169ZTjdPP05bAxBxi0vMrJU9+aRlkA52KBYNFpsnRlEn3FY+7y/VYtbnq35nElyMzAMqZOO4ky0nPU5Q99/f1eIqVgtGl5axXng3H3ECblxrb8PuZcLq4W5KUXciJ4BT+r3dDlhy9Q2GxkjkDmvDtoSCScwrp72nHlisxZOQrsDXWISgxFwNdLdLkRZwOSeVaTBbO5gb097Slo5sFN+NzWH46nFR5EYa6muy/mUBnNwt+PRXGiFYOXI3KxNFcH0mC3f5xtHU251p0JoY66t1OVr6CDLlamZrqa3IqJIVuDa04GZzCjdgs/terAR9tUxeve7OjE0N/8+F6bBY/DG9OW+7Qu3dvbGxs8Lt6mZ1zX2fOgCZ8NqAxlz57icUjvcpKVdQGLRzNsDDQ5kRpcMDzTteuXTlz5gwKhYIuXbpQ3S1uX3TqFEEladWqFWfPnkUmk9G9e3euXLnyxGPcDcs8eCuxUrLcLb+gV8HSElFp+Tia6z802ehmXBbamjIa2ZaPa78SmYGulozmDv8oiIvhaQBlYai7r8XjaW9MEztjAhNyOB2SyoQuLuzxjycjT8Gkri58uT+Qdi7mxGTkcTMum/d7ufPJzpvoaWlgZaTD/psJuFkZkplfTIlKoKMpIzYjn6ScIrRkEp71jNHT0eBoYDLHApMpLlExrn199LU1KCpWIUkS4SlyLAx0OHwrEScLfdZdiKK9izkHbibSxtmMvNIsZX1tDTLyiknPU2Cko0loch4puUV0aWDBD0dCcLc2JCQ5hytRGbze3olvDgRR31yfA//rStLFPYwaNYpWrVrh4+ODi4sL7V0tmNTNlcnd3LA0vD/UWAhBQlYB2fk1Y6rRkEn0LPWF/Lt66vNKixYtOH/+PIaGhvTs2ZNTp07VtkjPLXWKoArw8PDg/PnzmJqa8tJLL3H69OknOt/RXJ+2zmZsuhxduS+pEEiSOrmqIqTmFmFt9PB8iKj0fFwsDO5TFHeSc2lkY1RuhRuSLMdMXwtHc32yC4oJiM+mj0epggtIREMmMbZdfQ7fTqK5gwlhqXnkFpUwtZsbW6/GMa59ffb4x2NhoI2XgykRaXm81MSa0BQ5Xg6mpMkVGOmqdzoWBtp4OpgQkaZWIO1dzJney53mDiZsvByDEJCvUNLY1oik3CI6uJoTmZ5PR1cLbsXn0MzehPBUOealJrTMPAUFxUoMdTW5EZdFAxtDdvvHoa0hIz6zkIjUPDq4mLPuQjSd3Sz483wkpvpaNLc34qt5s5kxYwZDhgzhxIkTD8yALVAouRGbxbarMeqS2ysv0uLLY3T67iSdvz/JlisxNRIS2cnNgpzCEsJS5NU+V03RoEEDfHx8cHJyol+/fjVaQv5Fok4RVBEuLi6cO3eO+vXr079/fw4cOPBE57/d2YXYjIJKbd01NWQIQYWVSXZBMab6D6/jkphdQL0HRCBFpuXhbFm+o1rUPc/5x2QC0Ka0hePxoGTaOJkhSerXuje0YtvVGLwcTTl8OwkNmYSdqR7BSbn0aWqDd0AibZzMOBGUgrOFPjfi1NnSaXIFpnpaaGpI+MdkoShR3+xvJ+Tw68kwMvIU/N/LDcjIU+Bsqc+F8HQ87Iw5H5aGvrYGKaV9B4qVApVQKwCAdLkCIcDaSIebcdm0czFnr388ndwsWH0ugtZOpmy6HIOrlQE+4ekY62mRmlPALws+Yu2KX3DqMoyhHy1GcU9+ZkpuIR9uu06vJadp+vlhhiz3YeauALb7xqJQqhjY3I4vXmlKM3sTZu8O4M0/rxCfVb1hpV6lJr4bsVWXwPgsYG9vz9mzZ2nZsiXDhw9n7dq1tS3Sc0edIqhC6tWrx5kzZ2jatClDhw5l27ZtFT63j4cN9qZ6rDob8dSrw7sr93uLoj2KnMJHl8BOzCrE9l8RSIoSFQnZBThZlFcEMRnq3QPAjdhsZJL6xpOYXUBwUi69PWy4FJGOSqhzJ+4kyxnUzJZd1+IY3caRP85H0s7FnB2+cbhZGXI1KhMHMz2i0vPR1ZJRVKw2e0kSZJWaU1wsDdXmlYJiWjiaklVQzI/HQ3G2MOBOshxbY11yC4tJkytobGuMb3RmufPvNqRJKv2Zla9AqRLIJInM/GJyCovRlEkEJebiaK5PRGoedia6ZOXmk/r3d+QGnKDn2PdwGPQen3sH02PRKZQqdRmKqRuvsfd6PO5WhrzfqwErxrXizCc9uLWgL3umdWbhsGaM7+TMpont+WpIU/yiMxm47BwJ1agMXCwMMNLR5Gb8i6UIAMzNzTl+/DgvvfQS77zzDkuWLKltkZ4rql0RSJLUT5KkEEmSwkqb2L/QWFpacvLkSTp16sSYMWNYs2ZNhc7T1JAxpbsrvtGZnH7KCCLz0gY3mRW0OytV4pH9jPMUJWXmmLvkFhYjBJj/ayeRkafAojQTNyGrAEtDHQx0NIlIVWdgN61nQlSpM7zgHl9GiUrQ0MaQjDwFbUtt9jqaErbGusRlFuBubYhKBUohMDfQJjNffXPu2ciK0BQ5LpYGvN3JmeuxWXRvaMWEzs6EpcrR09LA1kSH2MwCdDRlaMggp7AEmSSRV+pUv6sAQlPUx1+OyMDKUJtDt5JwttDHPzaL0W0dyVcoGdxcHRLraa1Dyq4vKbhzkbZj/o+uo94lOacIA20N3uvpTrFSxaT1vvjHZLJ8bCtWvdmGD3s3pJ+nHU4WBvc1/ZHJJN7o6My+6Z0pKlYxZ09AtZmJZDIJN2tDItOqJiv+WcPQ0JD9+/czcuRIPv74Yz777LO6LOQKUq2KQJIkDWA50B/wAMZIkvTCV44yNjbm0KFD9OvXj0mTJvHjjz8+/iTgtbb1cTTXY9HhkHJtEiuKVam9/64J5HFoyCRUj/iiKEpUaP/LP5BfehO/NzKpQKGkoFhZVoIiTV5Ulm0cm6G++TuY6ZGYVYCRriYxGflqx29WAZoyiaTsQmQS5BWWoCmTCEzMRU9LhoG2BmEpcvR1NNDWkJGRp0BXU4aJnhanQlJp7mBCSHIuBwMSGeJVj/UXo8vCM+uZ6pZl8FoYaCMvVN/8lSpRpggiUvNwsdTndEgq7VzMOReWRsv6ZkSm5eFmbYiGJDG8lTphztZUDy8rDbZ9OYWi6BtYDPiAlPq9WH8pmldbOnDqkx680dGJaZuu4ROWzqIRXo8s6/1v3K2N+KRvI06FpLL3evzjT3hKnC30iUqrXHTas4yOjg5btmxh8uTJfPvtt7z77rsolVVX1PFFpbp3BO2AMCFEhBBCAWwFhlTznM8E+vr67N27l5EjR/LRRx+xYMGCx65OtDVl/F/vhgQm5rD/ZsITz3m3Xk1SBctVaGpIZdU7/41Kpbaj/3vHUFBqork3wexukpKJnnqXkJGvKNudJGbfTXLTJSW3CBtjXaLS89Xmm6Rc3K0NuRmfTRM7Y4KScstKXUSm52Ooq4W5gTZZ+cXkKZQY62mipSEjIbuQljop+OxaQ/3iODRkEn4xGbziVY815yNpbGuEokRFWmkoqJamDHnpzR8gs0CBlaE2ftGZ2JvqkSYvorBEiaZMHTLrZKFWDr09bNh6NRaAEnkGN1f9H7lxdxj56RLmfDCV3h427J/ehXd7uPHn+Sg6f3eKk8EpfD3Uk+Gt/8m4rijjOznT2smMbw4EUVJB896TUt/CgMTsAoqrafxnAQ0NDVasWMHs2bNZtWoVY8aMoaioqLbFeqapbkVgD8Te83dc6XP/CbS1tdmyZQvvvPMOX3zxBR9++CEq1aO/gK942dPEzphFR0IoKnmylYyrlQGSpI7prwhm+tpklDpM/41MJqGnpUG+oqTc8zqlkUKKkn/ex91dw93ntGSyMoe1lkZpgpb4p3aPrDSySZIkNDUkJElCW1OGQK2c7qIhA1M9rXLzNHc0oSg+iIPfTyPjzAZO/fQ+VgXR6Glp0tBGXWNJKdQmr7s6LDNPgYZMQk9LLWd4Sh6uVobkFJYQn1WIlZE2lyMycLY0JF1eREpOEc4W+gTEZ7PhUjRD3bVZOG00KXHRjJ23nMs0ICItj0HN7fj6QCA9F59m9bkIWtY3ZcOEdozr4FSh6/9vNGQSE7q4kCZX4Bed+VRjPA4rIx21ozz/wf/3FwVJkli4cCGLFy9mx44dVVoo8kWkZO7VYAAAIABJREFUuhXBgwzQ5ZagkiRNliTJV5Ik3xexdoiGhgarV6/mgw8+4Oeff+b/2zvv8CiqtYH/zm6y6b2HBFIgIaFD6F1BilQFRBQFQVTsHQt+Xr1crg2vDRU7TVREREAgoEjvNRACoYQkpPey2Xq+P3YTE0gggcQEmN/z7LOb2Snn3cnMO+etU6dOxWCo2YavVgleHt6alDwtC3ck1elYjhobQrycKqpkXgkfZzuyimp+UnJzsKVAW3Ws5SahygqifFm5ycVeo0ZrsCgFB2vrS63ehMZGhc5ows5Wjc5oxt5WRZnBjIOtCq3ehJ2NqopJzOYi05VGrSIxs5iy80cxGgwgzZiNRuL27STcx9ni1PVw4EKeFgkV4aGFZUZK9Ca8nO2wUQn0JjPphWUEutlzNrsEW7UKdwdbEjOL8XDSIASczipBJQRvDfJixRvTyMrMJDY2lsX/9yAvDm3Nb4cv8OSyQ6Tma3l+SCQ7Zt3CF/fFXJKFXVf6RfigsVGx4XjDJH55Wtui1vQAcKPx7LPP8vXXX6NSqeq1j8iNRkP/MilA5bKVQUAVm4eUcgGwACAmJuaG9OyoVCrmzZuHl5cXs2fPJi8vjx9++AEHh+prAvVt5UO/CB8++uMUd3YJqrih1YboAFcOns9DSnnFcga+rvbsv8y67o625BRXvWE4W2/6+ZUc0hobFQ626gontYudTYVvwNXqbM4p0eGoUVOoNeJspya3RI+rvQ1ZRTo6BbuTXlhGiLdjhQlHrbKEeRZoLcdXC0Gp3kS+1oB983YUqm0seRNqG0q9ItGbzGw9kUWPMC+S87RQrMPR1gY7GxU6o5msIh0u9ja4O9pSqDWSlFOKl7MGT0dbLuSXYW+jwt3REqKqAtoEuvJ8jB0TxoxACMHmzZvp2LEjAI8MCKdtM1dUQtAzzOsSB/C14GxnQ48wL7adyq63fVbGw+rkzyu5fmsO1ZWpU6cyZcqU66ZlZ2PQ0DOCvUArIUSoEEIDTARWNfAxmyRCCF599VU++eQTVq9ezbBhwygoqLnQ3Ku3R1GiN/HO+rrVUekZ7sWFgjLO1CIyJMLPmfxSQ42zgjAfp0v2Y2+rxt9q569MMw+HiiJt4T5OnM8tpcxgqujZezgln1a+zhRoDYR7W97DfFys75ZxBLo5kFdqwM3BlgA3B9IKyjBLiZuDLSYpybfOThyDowm+5z/4DbwPv4n/JrpjDH+cyKRdM3eOpBTgpFFTojORVawDJO4OttjbqCgqM5JdrEdjo8LLSUNOsZ586/HMWJSbrUqgsVWxf88ubr3lFnRSzRc/raFDhw5V5O3byofeLb3rVQmUE+nnzLmckqsKGLgS9hqLb6euZsfrHUUJXJ4GVQRSSiPwGLAeiAd+lFIea8hjNnVmzpzJkiVL2L59+2XLWEf4uTCtTyjf70mu09NhP6tpYmstQlCjAizF5o6nVW9KaunrQlJOCWWGqjeNEG9HzmZX9UMEeTiQkm9RDhH+LpjMksTMYiL8XHDSqDl4Pp/W1uO5OFhmCSphMf/klujxcLQlNV+LxkZFhJ8zKXla/N3scbKzoUBrwNfFDoGlkY+fqx34RRIx5D6CWnfkXHYJg6J8OWJNPNMZTbjZ2+Bsp0ZvtCgQs5S4O9riYKumWGckt8SSqWxnq6JAa0BvNGNnI1CpBPkn95H542zsXDzwvGsuT6zNYNgHW/lp39/urrPZJRxKzm+Qcg0tvJzQGc1kFNV/zf1yH4/OeOM6ixXqToPnEUgp10opI6SU4VLKOQ19vOuBu+++m1WrVnHixAn69OlDUlL1voBnBkcQ5uPEUz8cJCWvdiF/zb0cCfNx4ve49CuuGxXgikpY+hxXR2t/F8zyUkUR4edCQnpRlciTEC8nTmeWYDCZaRtomQXsPZeLWiWICfFkU3wmEX7O2KgEJzOKCfZ0YM3RNHq39OKn/ckMaxtA7PEMuod6cuB8Pu4OthSUGsgr0Vuygot0OGjUpBfqSC8ow8tJw/ncUkp0Jhw0NmyMz8TP1Z6MAi0gKCgzUqwzYasW2NuqMJol+aUGygwm7G0EttYZgtZgxtfFDl8XDTqjJP/4NjJ/fhMbj0C8Js7l7Sm34utix4n0It61ltXenJDJkPe3MOaT7XSds5Enlx3kl4Mp5BTXT2RKeUvJC/n1rwjKkw5v5KghhbqjZBY3EsOGDSM2NpasrCx69+7N8eOXthK0t1WzYHIMOqOZBxfur3DGXok7OjVj99ncK1YzdXOwpX2QO1tOVT976BHmhRCw/aIZSc8wL0r0piq9lru08EBrMHH8QiEh3k5E+rlUtHyc1L05qfla9pzNY3C0H78cTGVG3zAOns9ncLQ/pToTeaV6At0dSMwspm2gK0VlRnxdLREu9jZVb15macmeFlic1k52agSW/IlmHo4YzRKVAI1aIIEygxmzBBuVJYrJYJbojWac7WyI9Hchr1RP/0hfig6uJWvlf9H4t+Tp9xczumc0r/wSR77WwLQ+oax9oi87ErN5aNF+Wvo6M29CB/pH+LDtVDZP/3CYmDkbGfXxNuZtSGB/Ut5VzxbKQ3MbwnxTPiabBjBpKVy/KIqgEenduzd//fUXRqORfv36VVu5tKWvMx9P6kxCeiFP/3CoVjeXOzoHIYSlfeKV6Bfhw+Hk/Iq6O5XxdNLQJtCVrYkXKYJwi4LYdiqnYlm3UEtzm73nLCWqh7cLYG9SLukFZQyKspTP+Hr7We7qGkxuiR5nexuaezqydPd5Hu4fzu9x6dzfM8QS1igE0YGupOZp6dLCg9xSA0EeDlVkN5tlhaIo1hkJ93XGJCVJOSXYqQW2assswGCSCCxKQSVUGEwSk9liytIZTAyO8kNvNJO84WtyN8ynRcfedJ/5Hj8cyWPt0TTGdmrG5ucG8PyQSDadyGTad/to4eXI4unduaNzEO/f1ZG9rwxi1WO9eXpQBDYqwcd/JnLnpzvoOXcTSTl1D1m0s2048035b6hWKZe+wt8o/w2NTPv27dm+fTuurq7ccsstbNq06ZJ1+kf4MHtENBuOZ/DGb8eumJgW6O7AgAgfluw+X1HOoSYGRflilpaWlNVxS6Qv+87lklbwdw0cd0cNnZt78NuRCxVj8XO1p5Wvc4VJanTHQASwYMuZivj4PWdzEVicyW+vS+CxgS05nlbIuZwSogNceC82gWm9w4i/UEhCehE+LnbsT8rD1d6GzMIyyvWARq2iRG9Cqzfham9Dic5ESm4pXs52mCSYpOUmapaW+GWVAKNJojeZK2KXU/O02Nqo+GjjCco2fcQPX3xIx8F3Yh70HBN7RbBoWjdin+nPtL6hLNhyhm5zNvLC8iOEejuxeHr3KpFcKpWgfZA7T9zaihUze3Ng9mD+e0c7Mot0Nf6ul6P8Wb0hyiOU+3saszeCQtND+W9oAoSHh7Nt2zZCQ0MZPnw4K1asuGSdqb1DebBvKN/tTKrotXs5HhnQkpwSPcv2Xr6VX7tmbgS62RNbQ9XTcV2CMUv4aV/Vdpx3dQ0mMbOYvef+TnyaEBPM/qQ8TmYUEeLtxISYYBbtOkdybin39LB0KpsXe5L3J3Qku1jHnwmZPDu4FasOX6BjsDvNPRz5ZHMiQ9r6MaytPxmFZTjYqnF1sEVvktjbWqJ9yhvJFOuM2NmoUasEZUYzZrPExd4GY6WZgxAgJVz8bK1WQZcAe7y3zyNz/wbeeOMNdq5Zxi1R/ry9/gTbTmXz4vIj3Pb+FpbsTqJ/pC9LH+zOmif6VGRw14S7o4aJ3Zrj6aThdFbdSz6X6KxlPDT1H91dZC214WqvxNQr/I2iCJoI5ZVLu3Tpwvjx4/nqq68uWeelYVGM7hjI2+sSWHnw8vVouoV60i3UkwVbzlwS9VMZIQSDov3Ydiq72vWaeznSu6UXP+5LrhLOOLJ9IC72Nizcea5i2djOzbBVC5butiifpwZFoFYJ5v4ej0at4slBrTicUsDZnBKevS2S3+PSsbVRM6VXC5buSaZfpA8z+oay9mg6209nM6lbczoGu5GSp8XdwRZ/V3trgpnAUaPGLKHUYPw7Nr5UX6X0hQCoRgkAlBXm8uO/pnNg1zYCRz7NBrve3LVgN52be9A73JvPt5whp0Rv6TD20q18dHcneoV71ykMsaWvc62zvCtTXMdOc3WhvByIy2WqzircfCiKoAnh6elJbGwsgwcPZvr06bz55ptVzAMqleCdcR3oHurJSyuOkphZdNn9PT0ogrSCMj7/68xl1xveLgCtwcSqw9XXN5oQE0xKnpbtp//2FTho1Ezq3pw1R9MqnMbeznaM6diMJbuTSMwsxt/NnscGtmTt0XS+2naWOzo1o2OwO88vP0LbQFeGtvHnv7+foKjMyISYIL7cepa/TmZzV0wQzTwcWLL7PDvP5OLvao+ztVhdXqmBgjJLXwJbtaBEZ0JKcHWwwSyhwFo6QWAtY6ESVdLbVYCbLpOSn2YhCtOYOfcLHnpwOl2ae3Amq5g/EjL5akoMqx/vwx/P9mdGv/CKAnp1xd3BttYO/spkW6OPyqu51iflCYJ1SVJUuPFRFEETw8nJiVWrVnHvvffy2muvMWnSJEpL/47+0dio+PDuTjhq1Dy65OBln/Z7hntxe7sAPvvr9GUrknYP9STSz4Xvdpyr1i49tK0/nk4aFu2sGub66MCWeDlpeH3V336LF4a2xsFWzeyVcUgpmTmgJUPa+PGftfFsP53DN1O6EurlxIxF+5nRL4wnb23FzwdSOZFWxOzbo3B1sOH7vckcTi7A382eXuFe+LrakV6grfARmMxYcw8sN7OcEj3lt3u91TmsEpbaRiaztNQwUoGTnRpjWjxxnz1JYXEpY19dwJzH7+W1kdH8b6LlNw3zdsbORk3bZm7XnIRUojde1VN9ar4WW7XA7womqKsho6gMjVpVMYtSUABFETRJNBoNCxcuZO7cufzwww/069ePlJS/bfR+rva8N6EDCRlFPPvj4cuGGT4/JBKDyVwRA18dQgju69WCYxcKKxrTV8bORs2EmGA2xmdUCUl1tbflhaGtOXA+nx+tyVY+LnY8P7Q1O8/ksHhXEiqVYN6EjkT6u/LY0gOczChi0bRu+LjYMeWbPQR7OvL55C6czS7hk82naenrzNw72vHs4AiiAlzYl5THkZQCHDU2RPq5EOBmj8ZGRZnRjNZgqlTUTlLu/yyvnG00W5SCs50Ntmo1WUe3krL0FZxc3Xnig2XsLHTn9g+3UaIzsnx/ChmFOsJ8qjbcuRaKdaarUgQpeVoC3BwaJGs5o6AMHxc7JdNWoQqKImiiCCGYNWsWv/76KwkJCXTt2pXdu3dXfD8g0peXh7dmzdE0Hvh2b5Uyy5UJ8XZiet8wftyXwrrLJJnd0SmIADd73lx9vNoQ1Sm9QrCzUfPmmqr5DuM6B9EzzIvXfj3G8QuWxLNJ3ZozINKH11YdY9XhCzjZ2fDl/TH4uNhxz5e7WX8snUUPdCPMx5nnfjrMp5tPM/fOdvQM8+L7PcnM+vko78WeZMvJbILcHegU7E6QhyOleiOOGnVFM3it3lTxuVRnqkiWsjSysYzPy1lDic5Iu4KdZP0yFwf/cNzu+i+/JFp+ryAPB0Z9vI3nfjpMm0BX7ujcDLNZVnQvu1rMZsmZzGKCPaqvJ3U5ystzNwRJuaU093RskH0rXL8oiqCJM3LkSHbu3ImDgwP9+/dn8eLFFd/N6BfOu+M7sOtMLncv2FVjZuszgyNoH+TGrBVHqoSBVsZBo+bl4VEcu1DI93sujTTyd7Pn8VtbEns8gz8T/i6LoVIJPry7E+6OtjyxzGKqUqsEn97Tha4hnjzzwyFij2fQzN2BlY/2pl+ED7N/Pcb8zaf5/sHuvDe+A6n5Wh5behB7WzXLZnTni/u6MGdMWx7sF0pLX2cKygwkZBSRnKfldFYJeSWWfgJGsySnRI9KWEpPlyecCSGwVQsGRfmRVVRGy6Rf+emjN4jueQteE95kcOdWdA3xoJWvc8UMaP49nfntsT4EuDnw6q9xdP/PJiZ/tZstJ7OuKozzbE4JRTpjRZ/g2lJmMJGYVUybQNc6H7M2nMsuIbQeZz0KNwaKIrgOaNu2LXv27KFHjx5MnjyZWbNmVXRdGtcliAWTu3Ayo4g7P91RbRtCjY2KDyZ2Qm80M3PJgRpzC0a0D6BHmCfvrE+otqTF9D5hhHk7MXtlXBWl4+Nix7vjO5CYWcxzPx3GYDLjoFHz1f0xtAl05dElB1i8KwkXOxu+vC+Gxwa2ZNneZIZ9sJW8Uj0rH+3Nw/3DWXU4lYkLdvPgwv28sjKOTzefYfPJLHKK9Xg5aQh0t9jMtQZTxQyovIFOVXkFTnY2bDh0FkPs+2xc9gVtBo0j5K5XUdna88eJTPaey6NUb+Kdce1Z/1Q/hrcLwGA28+/Vx1m6+zwDIn04kV7EfV/v4e31NZvVaqK8QXw7a9G92hKfVojJLBtEEeSV6MkrNVT0llZQKEdRBNcJ3t7ebNiwgYceeoi33nqLMWPGUFhoMcXcGuXH0ge7U6A1MHb+9ors3sqEejsxb0IHDiXn8+jSA9XWmhFCMPeO9pilZMbC/ZcoDI2NivcmdCCrSMe07/ZV+b5vKx9eGtaa1UfSeHjRfsoMJlzsbfnugW70CPfi1ZVxPLL4AMl5pTw3JJJvpnTFy9mOf6+J59b3NpNbouPTe7vw+b2dmTOmLU/c2pJ7uzdnWFt/urRwJ9TbCS8nO9oEuiKw5AY4WGsIaax+gnKRtAYzGWfiSfvuSdIO/YXXwKl43zYTd6e/na+zR0Tzx3P9GR8TjI21z8HYT3bw5baz3NezBV/eF8O2FwfSu6UX62tRt+liNidk4eWkIcLPpU7b7TpjOXddWnjW+ZhXorxmVOuAuo1J4cZHNKXmzjExMXLfvn2NPYwmz/z583niiSdo3bo1q1atIiwsDLBM+x/4di8peVreGd+e0R0vbQa3ZHcSr/wSxx2dmvHu+A7VOiT/PJHJA9/t5fZ2AXx0d6dLHIvr4tJ5ZMl+bov2Y/49Xaq0s1y8K4nZv8bRLcSTL++PwcXeFrNZ8sXWM7wXexKjyczIDoE83D+c1v4uHE8rZPGu86w8mFrRBvNyqIQlGSpfa8RGBRdXYZBSUnRgNfl/fo2DqwfP//cTXrh/DI52Nryz/gSf/Hmaf41qw/29QgDLjGLZ3mTeWH0MB1s1b4/rwOBov4r9fbr5NG+tO8GB2YNrHXJpMJnp/GYsQ9v48874DlfeoBKTv9pNZqGO9U/3q9N2tWHBltP8Z23dZFG4PhBC7JdSxlzt9teUsSKEeAcYCeiB08BUKWW+9buXgGmACXhCSrn+Wo6l8DczZ84kMjKS8ePH061bN5YvX86AAQMI8XZixcxezFi0nyeXHSIlT8vMAeFVbuT3dG9BbrGe92JPYmerYs6Ydpcog4GtfXl+SCRvr0vA29mO10ZEV1lnaFt/XhsRzb9+O87Di/fz3oQOuFoTlO7t0QIXexue/fEwQ97fwtODI7ijcxAP9Q9nbKdmfLntLIt3JfHroQsEuNnTI8yLHmGe3NujOal5Wg4m5+OksZSPLtIZyC3Rk1mk40KelpR8LSazrMiONZktisEsLWUntCWF5Kz9H9pTu3AI74r37U/x7RkHdGuO08rXhU/+PM3ErsHc2705+5NyWX0kjd+PppNeWEaflt68N6FDRc/kcsrbX55IK6RXS+9anZ8dp3MoKjNya5TflVeuRKneyJ6zudzdrXmdtqstR1IKCHSzV5SAwiVca+piLPCSlNIohHgLeAl4UQgRjaUJTRsgENgohIiQUt5c3TAakFtvvZU9e/YwatQoBg8ezEcffcRDDz2Eu6OGRdO68eLyI7yzPoHk3FLeHNO2IqIG4LFbWqI1mJi/+TQ6g5m3x7XHRl3VSvhI/3ByivV8te0sBVoDb49rX2UfU3uHAjBnTTyjP97OZ/d2IdLfYnIY3bEZzdwdeHP1cZ5ffoSvtp3lxWGtGRDhw8vDo3ikfzirj6ax60wOW09l8Ys1S9pRo8bF3obsYn1F5JLAEi7rqLE0xEkv0KJSCUwmyeBoXw4nFxDh70Ikabz+zOOYS/LwuGU6XUfcS0JGMe2D3HDU2PDG6uMMbePPi0NbM+zDrZzMKEajVtEvwoeXb49iRLuAamdHO07nYKsWtAmsva1/ya4kvJw0DGxdt7aVf57IQmc0c1ubuimQ2iClZN+5PLqG1r/JSeH655oUgZRyQ6U/dwHjrJ9HA8uklDrgrBAiEegG7LyW4ylUpWXLluzcuZNJkybxyCOPsG7dOj7++GOCgixVMYM8HPn4z0RS8rR8MLFjRYasEKIi8eu92JOUGU38765OVQqRCSF49fYoPBxteXfDSYrKDHw8qXOVEg5Te4fSJtCNR5ceYMwn23l9VDR3dA7CVq0iJsSTlY/2Zs3RNN5Zn8DUb/YS08KDXi29iQ5woUOQG4OifPF01JCcV8rOM7mcziwms7AMtUpQojdxIV9LYmYx6dZQTi8nDfa2asqMZmYNa423s4b1x9KJzv6T1z96C3ffQGxHv4VdYCRns0t5YUgkxWVG5v91mjEdA3l3fAfmxZ7kZEYx/xnbjpEdAi5basFslqw+coH+Eb641TIBK61Ay6YTmTzYNww7G/WVN6jEmqMX8Ha2o3uoV522qw3JuVrSC8sqqsQqKFSmPouZPAD8YP3cDItiKCfFukyhnnFzc2PVqlW8//77vPbaa0RHRzN37lweeeQRnhsSSbCnA7NXHmPw+1uYPSKKMR2bVZiKHr+1Ffa2auasjedc9nbev6tjxVM9WJTBY7e0ws3Bltm/HmPo/7bwnzva0Sv8bxNJt1BP1jzeh8e/P8iLPx/l7XUJjOoYyJ2dg2gT6MqI9oHcFu3P0t1JLNl9no//OHVJlI+Hoy0+LnbojGYKtAbySw3YqKCVrwuR/i6cyy6hxNqv2NXeBhd7W95adwJjcT5F6//Ht6f2MX78eBYsWMCGxCJSckvp0NydBX+dYffZXCZ2DWbO2HZkFJbx1bazjO3UjEndr2x++fVwKhmFOl69PbDW5+Ob7ecwS8mkOpp3CkoNbIrP5K6uwVV8LvXFzjOW8iDdFUWgUA1XdBYLITYC/tV89YqU8lfrOq8AMcAdUkophPgE2CmlXGz9/itgrZTy52r2PwOYAdC8efMuNXXrUrgyZ86c4eGHHyY2NpaePXvyxRdf0KZNGxLSi5i14ggHz+fTt5U3c8a0o7nX30lFG46l89KKoxSVGXl+SCQP9Am95Ga0IzGbl345SlJOKXfFBPPy8KgqT8lms+TPhEx+PpDCxuOZ6E1mIv1cuKNzM8Z0alZhe9fqTSRmFpNRWEZWsY6sIh2ZRWVkFeko1ZvwdbFDrRIcPJ/PqcxibFQCP1d7MovKMJgkjho1IV5O+BYlsuqDWZQWFfDBBx8wY8YMhBDojWY+++s0H/+RiL2tipeHR3FX12DLLGj5YVYevMAfz/UnyOPySVXZxToGzfuLMG8nfnq4V61uzmkFWga8s5nb2wcwb0LHupw6vtx6hn+viWftE32JboDQ0YcW7eNISgE7Zt2iZBXfgFyrs/iao4aEEPcDDwO3SilLrcteApBSzrX+vR54XUp5WdOQEjV07UgpWbx4MU8//TSFhYXMmjWLl19+GVuNHUt2J/H2ugSMZjNPD4rggT6hFXb/7GIdL684yobjGXQL9eStO9sT6l013lyrN/HBplN8sfUMHo4aXhrWmpEdAi+pbZ9fqmf1kTR+PpDCwfP5qAT0aeVD1xYe2NmqKNGZKNEZKdFb33VGSvRGinVG4tOKMJkl3s4atHoTJXpLGQkpLSUj1JjJ2fo9BTuW4egbzLTXPuCNqcNxd9RwIV/LjEX7iEstZGSHQGaPiKooGZ2YWcRt729hSq9QXhsZfcXf8LHvDxJ7LIO1T/ahpW/twi1fWnGE5ftT+OPZAQTXIXvXbJYMfG8zPs52LH+kV623qy06o4nOb8QyulMz/jO2Xb3vX6HxaVRFIIQYCswD+kspsyotbwMsxeIXCAQ2Aa2u5CxWFEH9kZ2dzTPPPMOiRYuIjIxkwYIF9OvXj7QCLa/9eozY4xlEBbgy9452dLRmv0op+flAKq+vOkaZwcTEbsE8cWurS+rvx6UW8NKKoxxNLcDLScO4mCDu7tqcEO9LE5XOZBWz4kAqvxxMJbtYV9F1y1GjxsnOBifru4ONGjOSwjIjpzOLsVEL3B00ZBXrcLG3YVi0H1s3rmH/igUYcs7Ta+gd5HacjFba8va49oxsH8jY+dtJzdPy7oQODGlTdRL7zI+HWBeXztYXBl62mmhBqYE5a4/z474Unh8SyaMDW9bq9z5wPo9xn+7gvp4hvD6qTa22KWddXBoPLz7Ah3d3YlSH2puhasufCZlM/WYvX90fU+dIJoXrg8ZWBImAHVDes3CXlPJh63evYPEbGIGnpJS/X2l/iiKof2JjY3nooYc4e/Ys06dP5+2338bd3Z31x9L5v1XHyCzScX/PEJ4eFFFh6sksKuOjTYl8v+c8GhsV0/uGMaNfGM6VCqiZzJKtp7JYuvs8m05kYjJLmns6EuLtRKiXI6HeTpbP3k40c3dAJQT5WgO2akGh1lIyIj6tiONphcSnFXIuuwSzBDsbFf6u9iTlluLhaMtD/cLwzo1jzpv/4tChQ7QIb8Xjz79KgX9nFu5MYmLXYP49pi3PLz/CykOpfDu1G/0jqkbrZBfr6DX3DyZ2C+aN0W2r/Z2klKw+ksa/fjtOXqmeB/uG8cKQyFoVfiszmLj9w62UGcyse6pvnWr9m82SYR9sxWA2E/t0/wbxDzzzwyE2xmew99VBdXZgK1wfNGoegZSyxsclKeUcYM617F/h2hk8eDBxcXG8/vrrzJs3j99++42PPvqIcePG0aulN++uT+C7nef4eX8KU3oxiC2DAAAXK0lEQVSHMLlHC3xd7XlzTFse6BPKu+sT+HDTKRbuPMfYTs3oF+FD1xBPnO1sGBDpy4BIXzIKy1hxINXSdjK7hANJeVWK4NmqBcGejng6akjMKia/1FDxXaCbPT6udrQPcqeozMDprBLytQaeuy2C4NJE/vPiPezZs4ewsDAWLlzI6DsnMHvVcX7dmcSMfmG8NKw1X207yy8HU3lmcMQlSgBg2Z7z6E1m7usZUu1vlJqvZfbKOP44kUm7Zm58O7UrbetQGmJe7ElOZ5WwaFq3Ojd8WRuXRkJGER9M7NggSsBgMhN7PIOhbf0VJaBQI0pm8U3EwYMHefDBB9m/fz9Dhgzh0UcfZejQoSRma/lg4ynWH09HLQTD2wUwpXcInYLdEUJwKDmfBVtOVziB1SpB+yA3eoZ50TPci5gWnjho/r7JSCnJLtZzLqeEs9mW17nsEnKK9TT3csDeVk2h1khiZjHx6YVI60wgKsCFgZG+tJLJzH3jdbZt20bz5s2ZPXs2999/P8fSS3h0yQEuFGh57rZIpvcJ5d9r4lm0K4nB0X58fm+Xap/g/736OF9uO8urt0cxvW9YxXKTWbJw5zneWZ+AlPDckEim9Aqp0w15zZE0Hl16gEndm9fZ/l5mMDH4/b9wsFXz+5P9GkQRbE/M5p4vd/P55C6XmMsUbhwa3VlcnyiKoHZIKTmeVsiqwxc4mGSJBLqzSxCB7lcueWw0Gvnwww956623yMzMxM/Pj3vvvZepU6fi5BfCwp1J/LQvmSKdkfZBbtzfM4QRHQKws1Gj1ZvYn5THzjPZ7Dydw5GUAoxmia1a0DHYHR8XO0t/YGkpBCelZaxmaWkOk19qIC616jYRfi6ohSA5r5S/tm4nb+ti8hMPEBAQwCuvvML06dOxs7Pjx33JvPpLHL6udnwwsSPBno7MXHyAfUl5PNg3lBeHtr4kKa4cg8nMk8sOsvZoeoXd/0R6IbN+Psqh5HwGRPrw7zFtrxhJdDFxqQWM+2wHbQLdWPpg9zo/cX+46RTzYk+ydHr3Wmct15XZK+NYvj+FA7MHV1HWCjcWiiK4ydiflMuLPx8l0Rpa2dLXmRPpRQgBvcK96BTsQVSAK1EBLoR4OdVo4zYYDPz+++98++23/PbbbxiNRmJiYpg6dSojx45jc5KW73acIzGzGG9nDUPb+hPu40yIlxMtvBwJ9nREbzSzLymPnadz2HM2h8IyY0VnMLC8q1QgEKgE2Nuq6dLCg17h3mxOyOSXg6nklOjRpSei3/09uSd2Y+vsjnO3cfQecTc/PtofvdHMf9fF8/2eZPq09OajuzuRkqdl+sK91oznDrVysBpNZp796TC/HrqAm7WFpKuDLf83MppRHQLrHFKZXlDG2PnbEcCvj/XBx6Vu7SxzinX0e/tP+rTy5vPJV339XhazWdJj7ia6tPDg03u7NMgxFJoGiiK4iTCazAz9YCulOiMzB7ZkeLsAPJ00nM8pZfn+ZNYdS+d0VklFeQZHjZpIfxe6hXgytnMzWvtXH5+elZXF0qVL+eabbzh8+DAajYbRo0czZcoUHEM7s2RvCjtP51Sx+6tVgmbuDrTwcqxQDq72tghh+U6tEgghUAuLElCpBC72NnQJduNY3FFe+ORHdu/ciTblOKaibGwdXeg+ZipuXUYQl6mnhZcj0/qE8sHGUxbnbb8wnr8tkq2nsnl06QE8HDV8eX8MUQG1j7k3mSVz1sSTkFFIoJsDLw2Puqq6OxmFZdz9xS4yC3X88FCPOpWfKOfF5Uf4+UAK657q12BNaMrNQh/d3YmRDRCNpNB0UBTBTcQPe8/z4s9H+ezezgxtG1DtOmUGE6cyiolPK+S49XUgKQ+jtcb9nZ2DGN0xsMYQykOHDvHtt9+yZMkSsrOzCQgIYPLkyQwaNAhbZ3e0KgfyTPakFZs4l1NKktUPUF4I7mLMulJ0F06gS4lHl3ocfVoCZr2lZESzoCAi28fg1KIt+pDeJOabCfZ0ZHC0H3vO5nAouYAuLTx4Y3Qb2gS6seFYOo8sOUBUgAtfT+l6SVjrP8GFfC2TvthFVpGOb6Z2u6qSDQfP5zF2/g5m9Avj5eFRDTBKC0+XRwu9MqhKaRCFGw9FEdwkmM2S3m/9gZ+rPb/M7FUnU0ZOsY5Vhy+w4kAqR1MLsFEJuoZ40rmFO52CPejY3L2i5WM5er2eNWvW8M0337B27dqKRjjlODs74+3tjbe3N15eXri6e+Lq7oGHpzfOrq4knkxg355dnIw/htlsRqVSEdIqCqNPBKUeLfEMb8fPz42qEp2TX6rno02n+GbHOUvC2vAo7ujUDJVKEJdawJ2f7qB1gCtLpnevEsr6T3Eqo4gHvttLfomBbx/oRpcWHnXeh8FkZuz87WQV6dj07IAGk6OwzEC3ORu5s3MQc5QkshueRg0fVfjnMElJWkEZE7s2r7M928vZjqm9Q5naO5SE9CJWHExhR2IOn/91BqPVjBTk4UCHIHfaB7nRPsiddkFujB07lrFjx5KZmUl8fDzZ2dlkZ2eTk5NT8bn8dfLkSXJyciqa5Tg7O9O9e3duGzaCoNadcAyKJD7HyIZjGQiTmTbN3XFzsIRaFpQaWLb3PN/tOMeFgjLu6d6cF4a2rvjeaDIza8URXB1s+fr+mEZRAhuPZ/DUD4ewt1WzeHr3OregLOd/G08Sl1rIZ/d2blA5ftybTJnBzMSuDVPSWuHGQlEE1wm2ahUaGxWlhupNMLUl0t+Fl4ZZzBFavYmjqQUcPJ/HkZQCDqfks+ZoGgBCQLiPM+2D3OgQ5E5YYDR+gQIfaxSQWUrM5r8jhMxSkl5Qxun0fE4mp5NeZsvZIj2JZgmngFPJeDppmNS9OXd3a06kvwuJmcW8uvIoP++3NKXpGebFu+M7XBJB8+2Oc8SlFvLJpM6XzQpuCKSUzN98mnc3JNA20I3PJ3epVXRWdew8ncP8zae5Kya4RtNefWAyS77dcY5uIZ60C6q7/0Lh5kNRBNcRThpL/H194aBR0y3Us4qdO6dYx5HUAo4kF3AkJZ8tJ7NZcSC11vt0sbMhxNuFjiFOjLE6kkO8Le+eThqEEKQXlPHksoP8eugCGhsVYzoGMrV3aLWO36IyA/NiT3JLa1+Gt/tn4+BzinW8ZK2/NLJDIG/f2f6qQzAzCst46oeDhHo5XbHW0bWy/lg6KXlaXmlA/4PCjYWiCK4jWvu7csjaFL2h8HK2Y2CkLwMjfQHLE3FaQRnJuaWoVJYIICEEKmtEkBB/h4n6ONtV3OyrQ2c08dW2s3z8RyJGs+TRgeFM7R16iX+iMifSiyjVm5jcs8U/WjXzzxOZPL/8CIVaA6/eHsW0PqFXffxSvZFp3+2lqMzIN1O64dSAJiGzWfLhplOEeTtVabmpoHA5FEVwHdGnlTfvrE8gu1h32ZtnfSKEINDd4arNIQAnM4rYFJ/JD3vPcy6nlNui/Xj19ugqpbAvty1Q5ybwV0tcagEf/5HIumPptPZ3YdG0bnUKUb0Yk1nyxPeHOH6hkC/vj2mQEtOVWXcsnRPpRfzvro41JtgpKFyMogiuI3q3tCiCzQlZjOsS1NjDuSIFpQb+b1UcKw9dAKB9kBsLH+hGv2rqAdVEWr4l1LQho9vMZslfp7L4ettZtp7KxsXehqcGteKRAeHXVJ/HbJa8ujKOjfEZ/GtUG25p3bBP6AaTmXmxJwn3cVLyBhTqhKIIriPaN3MjxMuRZXvON3lF8NfJLF5cfoTsYh1P3NqKSd2a4+9W97j/Ozo347sd53h48X5+eqhXvZZJKDOY+OVgKl9tO0tiZjF+rna8MDSSe3u0wLWOxeMuRkrJ678d4/s955k5IJz7e4XUz6Avw5JdSSRmFrNgcpcGqVukcOOiKILrCJVKcE/3FsxZG09CelGVtpJNBa3exL/XHGfJ7vO08nXmi/tirilyJczHmQ/u7si07/Yxa8UR3p/QsValoS9HRmEZS3afZ/GuJHJL9LRt5sr/7urI8HYBlzTZuRqklLyx+jgLrRVSnx8Sec37vBK5JXrmxZ6kbytvxTegUGfqRREIIZ4D3gF8pJTZwuJV+wAYDpQCU6SUB+rjWDc747oE8c6GBL7YeoZ3x3do7OFcwvsbT7J0z3ke7BvKs7dF1ktG6y2t/XjutkjeWZ/AjtM5jOsSRHNPR4I9HAn2tPgvbKuxh5vMkrPZJcRbex5YXkWkF5YhBNza2o/pfUPpHupZb45oo8nMqyvjWLY3mQd6h/LSsNb/iJN77tp4SvQmZo+IVlpRKtSZa1YEQohgYDBwvtLiYUAr66s78Kn1XeEa8XDSMLlHC77ZfpaH+4fVuo3iP4HRZGbFgRSGRPvzyu31GyI5c0A4/q72/HIwlS+2/J0IB6ASEODmQLCnA809HVEJQXxaIQkZRZQZLB3RbFSCcB9neoR5EhXgym1t/C9pxXmtaPUmHv/+ABvjM3n8lpY8MzjiH7kpb07I5Kf9KTw6MPwfc6or3FjUx4zgfeAF4NdKy0YDC6XFw7dLCOEuhAiQUqbVw/FuemYOCGfZnvO8t+Fkk6oqufVUNtnFesZ2blbv+xZCcGeXIO7sEoTRZCa9sIzkXC3JuaUk55Va37X8mZCF0WSmtb8rk7q1ICrAhagAV1r5OTdoY5bcEj3Tv9vLweR83hzdhsk1NMGpbwrLDLy04iitfJ154tZW/8gxFW48rkkRCCFGAalSysMXPfk0A5Ir/Z1iXaYognrAy9mO6X3D+GDTKXYkZjdYLfu6Ep9uKS8RfQ3hlrXBRq0iyMORIA9HeoZ7NeixasO+c7k8/v1Bckr0zJ/UmWHtGi5r+GLmro0no7CM+Y/0UjqQKVw1V/SMCSE2CiHiqnmNBl4BXqtus2qWVRv/J4SYIYTYJ4TYl5WVVbfR38Q8MiCcFl6OvPzLUcoMpitv8A9we7sAhICf9iVfeeUbALNZ8vlfp7lrwS5s1Sp+frjXP6oEdp3J4fs9yUzvG0an5nUvgKegUM4VFYGUcpCUsu3FL+AMEAocFkKcA4KAA0IIfywzgOBKuwkCLtSw/wVSyhgpZYyPT+3jy2927G3V/GdsO87llLJgy5nGHg4ALbycuCXSl6V7zlOqr79SGE2RnGIdDy7cx9zfT3BbtB+rn+jzj9b1KTOYePmXowR7OvDUIMUkpHBtXHWsnJTyqJTSV0oZIqUMwXLz7yylTAdWAfcJCz2AAsU/UP/0bunN7e0C+PjPRBIzixt7OAA81D+c3BI99321hwKt4cobXGeYzZJle84z+P0tbD2Vzesjo5l/T+drzjuoK//9/QRnskqYM6YdjholClzh2mioHPS1WGYMicAXwMwGOs5Nz/+NisZRo+b55YcrOpM1Jt1CPflkUmcOp+Rz94JdZBfrGntI9cah5HzGzt/OrBVHCfdxYtXjvZnS++prEF0tsccz+HbHOR7oHVqnLG0FhZqoN0VgnRlkWz9LKeWjUspwKWU7KaXSbaaB8HWx51+j2nDwfD5fbG0aJqJh7QL48v6unMkuZsJnO4lPK2zsIV0TKXmlPPfTYcZ8sp20gjL+d1dHfnyoZ42tPxuSC/lanl9+mDaBrrw4rOET1RRuDpSqVDcAozoEMqytP++uT2DvudzGHg4A/SN8WDytO4VlBkZ+tI131yc0Gad2bckoLGP2yjgGvruZVYcuMKNfGH88N4AxnZo1StJWic7I9O/2YTJJPry7kxIlpFBvKK0qbxAKywyM+mgbpXoTa57oi4/LP9vApSbySvTMWRvP8v0phHo78djAlozqGFhtJnBTITm3lO92nGPRriRMZsmErsE8NrDlNVVgvVbMZsnDi/ezMT6Dr6Z0rSgTrqAASs9ihUrEpxUydv522ge5s2hatyb1xLj1VBZz1sRzIr2IQDd7xscEM65LEMGeVy5F/U+QVaTj97g0fjt8gb3n8lAJuKNzEE/c0qpW5bIbEiklc38/wYItZ3htRDQP9Alt1PEoND0URaBQhV8PpfLkskOMaB/AhxM7XXOBtvpESsnmhCy+3n6WbYnZSAndQz0Z1yWI4e0CGrRhS3XkluhZF5fO6iMX2HUmB7OECD9nRnUIZHTHZk1GSX3yZyLvrE9gco8WvDG6jVJLSOESFEWgcAmf/XWa//5+ggd6hzJ7RFSTvHFcyNfyy8FUlu9P4Wx2CY4aNUPb+jM4yo+oAFdLzaB6VmJFZQZOZRYTn1bI+mMZbE/MxmSWhHk7MaJ9ACM6BDa5Wj3fbD/Lv347zthOzXhvfIcmpdgVmg6KIlC4hPIyyOvi0lnzRF88nTSNPaQakVJy4Hwey/ensvrwBYp0lkS06X1CeXVE/RWuKyg10OGNDRV/B3k4MLJDICPaBxAd4NoklWWZwcSoj7cR6u3EJ5M6Kx3HFGrkhlIEQogiIKGxx9GAeAPZjT2IBkSR7/rlRpYNbnz5IqWUVz2dbWopiQnXotWaOkKIfYp81y83snw3smxwc8h3Ldsrc00FBQWFmxxFESgoKCjc5DQ1RbCgsQfQwCjyXd/cyPLdyLKBIt9laVLOYgUFBQWFf56mNiNQUFBQUPiHaTRFIIQYL4Q4JoQwCyFiKi0PEUJohRCHrK/PKn3XRQhxVAiRKIT4UDTF4G9qls363UvW8ScIIYZUWj7UuixRCDHrnx/11SGEeF0IkVrpfA2v9F21sl5vXK/n5nIIIc5Zr6VD5REnQghPIUSsEOKU9f26aXsmhPhaCJEphIirtKxaeax9Uj60ns8jQojOjTfy2lGDfPV37UkpG+UFRAGRwGYgptLyECCuhm32AD2xtML8HRjWWOO/StmigcOAHZbubqcBtfV1GggDNNZ1ohtbjlrK+jrwXDXLq5W1scd7FfJdt+fmCnKdA7wvWvY2MMv6eRbwVmOPsw7y9AM6V7531CQPMNx6/xBAD2B3Y4//KuWrt2uv0WYEUsp4KWWtk8eEEAGAq5Ryp7RIuxAY02ADvAYuI9toYJmUUielPIulcU836ytRSnlGSqkHllnXvZ6pSdbrjRvx3NTEaOA76+fvaKLXV3VIKbcAF9dgr0me0cBCaWEX4G69vzRZapCvJup87TVVH0GoEOKgEOIvIURf67JmWNphlpNiXXY90Qyo3Nm9XIaall8vPGadYn9dyZxwvctUzo0ix8VIYIMQYr8QYoZ1mZ+0tpS1vl/vta5rkudGOqf1cu01aGaxEGIj4F/NV69IKX+tYbM0oLmUMkcI0QVYKYRog2UadzGNFvJ0lbLVJEN1CrnJhHNdTlbgU+BNLON9E3gPeIAmdr6ugRtFjovpLaW8IITwBWKFECcae0D/IDfKOa23a69BFYGUctBVbKMDdNbP+4UQp4EILFotqNKqQcCF+hjn1XA1smGRIbjS35VlqGl5o1NbWYUQXwCrrX9eTtbriRtFjipIKS9Y3zOFEL9gMR1kCCECpJRpVlNJZqMO8tqpSZ4b4pxKKTPKP1/rtdfkTENCCB8hhNr6OQxoBZyxTu2KhBA9rNFC9wE1PXk3VVYBE4UQdkKIUCyy7QH2Aq2EEKFCCA0w0bpuk+ci2+pYoDyqoSZZrzeu23NTE0IIJyGES/ln4DYs520VcL91tfu5/q6vi6lJnlXAfdbooR5AQbkJ6XqiXq+9RvSCj8WiuXRABrDeuvxO4BgWr/cBYGSlbWKswp4GPsaaENfUXjXJZv3uFev4E6gU9YQlkuGk9btXGluGOsi6CDgKHLH+AwZcSdbr7XW9npvLyBNmvb4OW6+1V6zLvYBNwCnru2djj7UOMn2PxaxssF5702qSB4vp5BPr+TxKpci+pvqqQb56u/aUzGIFBQWFm5wmZxpSUFBQUPhnURSBgoKCwk2OoggUFBQUbnIURaCgoKBwk6MoAgUFBYWbHEURKCgoKNzkKIpAQUFB4SZHUQQKCgoKNzn/D46bjM6qDf/XAAAAAElFTkSuQmCC", + "image/png": 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", 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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], "source": [ - "ml.contour(win=[-150, 150, -50, 50], ngr=40, t=1, layers=1)" + "ml.plots.contour(win=[-150, 150, -50, 50], ngr=40, t=1, layers=1, labels=False);" ] }, { @@ -95,25 +93,23 @@ "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], "source": [ - "ml.contour(win=[-150, 150, -50, 50], ngr=40, t=1, layers=2)" + "ml.plots.contour(win=[-150, 150, -50, 50], ngr=40, t=1, layers=2, labels=False);" ] } ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -127,7 +123,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.4" + "version": "3.11.4" }, "widgets": { "state": {}, diff --git a/docs/03examples/ttim_exercise1_sol.ipynb b/docs/03examples/ttim_exercise1_sol.ipynb index 377d3ca..df58b68 100755 --- a/docs/03examples/ttim_exercise1_sol.ipynb +++ b/docs/03examples/ttim_exercise1_sol.ipynb @@ -16,7 +16,9 @@ "import matplotlib.pyplot as plt\n", "import numpy as np\n", "\n", - "import ttim" + "import ttim\n", + "\n", + "plt.rcParams[\"font.size\"] = 8.0" ] }, { @@ -59,9 +61,9 @@ }, { "data": { - "image/png": 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", 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", "text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -84,7 +86,7 @@ "\n", "t = np.logspace(-1, 3, 100)\n", "h = ml.head(50, 0, t)\n", - "plt.figure(figsize=(12, 6))\n", + "plt.figure(figsize=(8, 3))\n", "plt.subplot(121)\n", "plt.plot(t, h[0], label=\"layer 0\")\n", "plt.plot(t, h[1], label=\"layer 1\")\n", @@ -92,12 +94,14 @@ "plt.legend(loc=\"best\")\n", "plt.ylabel(\"head [m]\")\n", "plt.xlabel(\"time [days]\")\n", + "plt.grid()\n", "plt.subplot(122)\n", "plt.semilogx(t, h[0], label=\"layer 0\")\n", "plt.semilogx(t, h[1], label=\"layer 1\")\n", "plt.semilogx(t, h[2], label=\"layer 2\")\n", "plt.legend(loc=\"best\")\n", - "plt.xlabel(\"time [days]\")" + "plt.xlabel(\"time [days]\")\n", + "plt.grid()" ] }, { @@ -115,9 +119,19 @@ "outputs": [ { "data": { - "image/png": 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", "text/plain": [ - "
" + "Text(0, 0.5, 'head (m)')" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", 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", + "image/png": 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", "text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -135,10 +149,15 @@ } ], "source": [ - "ml.xsection(x1=-1000, x2=1000, y1=0, y2=0, npoints=100, t=10, layers=[0, 1, 2])\n", + "ml.plots.head_along_line(\n", + " x1=-1000, x2=1000, y1=0, y2=0, npoints=100, t=10, layers=[0, 1, 2], figsize=(8, 3)\n", + ")\n", "plt.xlabel(\"distance (m)\")\n", "plt.ylabel(\"head (m)\")\n", - "ml.xsection(x1=-1000, x2=1000, y1=0, y2=0, npoints=100, t=1000, layers=[0, 1, 2])\n", + "\n", + "ml.plots.head_along_line(\n", + " x1=-1000, x2=1000, y1=0, y2=0, npoints=100, t=1000, layers=[0, 1, 2], figsize=(8, 3)\n", + ")\n", "plt.xlabel(\"distance (m)\")\n", "plt.ylabel(\"head (m)\")" ] @@ -166,9 +185,9 @@ }, { "data": { - "image/png": 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yysYCjcHAh9lb8lWLsZnu31RzJ8VQGjL3YuiFU4GPGbn2LJeCnwJQOb8LY9uWpJCb+XayfpcT90/wx+k/OBp0FDAWRe0Lt2dA6QHksM2hcjohhLm6duYfxhz+hNPWlljr4atyP9C6bBu1Y4k3kGIoDWWWYgggLkHPgoM3+XXHVaLiErDUKgypV5hBdQpiqc2c2z7/WxRZa63pWqwrvUr2wkln/o0qhRAZ5+LxDXx/4kvOWVtiq4dx1X+nXpF6ascSbyHFUBrKTMXQC3ceR/LNhvPsuhQCQMlcjkzqUJYiHplzlAjAL9iP30/+zukHpwFwsHKgd8nedCvWDWuLzNGTSQiRfs4eXMEP58dwUWeFXYLCpNoz+aBgdbVjiXeQYigNZcZiCIzrazb43+PbjecJi4rDSqvh0waFGVCrABaZdJTIYDCw5/YeppyawrUn1wDwsPPg0/Kf0ix/M2mKJoR4o6untjDS7zMu6yyxT1CY0mABlfJUUDuWeA8phtJQZi2GXggJj2bUurP8c9E4SlTGy5nfO5Uln2vmbWCYoE/A96YvU05NIfhZMAAls5dkRKURVHCXf+CEEP96cu8q/7ehJQdtLXFI0DCjyTLK5pSt8+ZAiqE0lNmLITCOmKw7dZcxG88THh2PrZWWMa1KZModZy+Ljo9myYUlzD07l8j4SAAa5m3IiIojZOeZEIK4yCeMn1uTVU5gaYDfav5BrYI11I4lkkiKoTSUFYqhF4LCovhslT9HboQC0LyUJ2PblsLJNnMc6fE2D6MeMt1/OmuvrkVv0GOttaZPqT70KtkLnTZz9WQSQiSRPoEFM+oy2cHY0X9o4SH0q95f5VAiOaQYSkNZqRgCSNAbmLXvOpO3XyFebyCnkzW/f1SOSvky/xEXl0MvM+7YOE7cPwEYzz37otIX1PWqm6lHyIQQr/Nd0JNvOU60RkMjpzpMajNV7UgimaQYSkNZrRh64fTtJ3y68hQBjyLRahS+aFyE/rUKZPqiwGAwsDVgKxOPTyQk0riOqnbu2oyqMkqmzoTIIo77TmZk0ByCLSwoosnDqq4b0Wq0ascSyZScz2+z2T7z+PFjunfvjpOTE05OTnTv3p0nT5688xofHx8URXnlVrVq1YwJbObKeDmzeWhN2pTNSYLewLgtl+i3+ARhkXFqR0tXiqLQNH9T/m7zN31K9sFCY8HeO3tps6ENC88tJE6fud+/EFldxP2bzL01k2ALC1z1tszruFwKoSzAbIqhLl264O/vz9atW9m6dSv+/v507979vdc1adKEoKCgxJuvr28GpM0c7HQW/NqpLD+1LYmVVsM/F+/TYtp+zt4JUztaurO1tGVYhWH81fIvyruVJyo+ikknJtF5U2fOPDijdjwhRHowGFjzpw8HbXVYGGBq80XSnDWLMIti6OLFi2zdupW5c+dSrVo1qlWrxpw5c9i0aROXL19+57U6nQ4PD4/Em4tL5l/7kpYURaFrlbys/bg6Xi423A6Nov0fh/jz+G21o2WIgs4FWdBkAd9X/x4nnRNXHl+hm283xh8bT2RcpNrxhBBp6OzO2SyyMU6PN3drSUm3oionEhnFLIqhw4cP4+TkRJUqVRIfq1q1Kk5OThw6dOid1+7Zswc3Nze8vb3p168fISEh73x+TEwM4eHhr9wElMzlxKYhNWlY3J3YBD3/++sMYzaeJy5Br3a0dKdRNLQt3JaNbTbSskBLDBhYenEp7Te251jQMbXjCSHSQGxYCH9dnMiD59NjXzf+Vu1IIgOZRTEUHByMm5vba4+7ubkRHBz81uuaNm3KsmXL2LVrF5MmTcLPz4969eoRExPz1mvGjRuXuC7JyckJLy+vNHkPmYGTjSWzulVgWIPCACw8FED3eUd5FPH2X8/MxMXahbE1xzK9/nTcbd25E3GHPtv78N3h74iIjVA7nhAiFbYt78M6B2MrjdG1JkhbjSxG1WJozJgxry1w/u/t+PHjAG/cxWQwGN65u6lTp040b96ckiVL0rJlS7Zs2cKVK1fYvHnzW68ZOXIkYWFhibfbt7PGdFBSaTQKwxp4M7t7BeystBy5EUqraQc5fy/zryN6oVbuWqxvvZ6O3h0B+OvKXzJKJIQZCzz6Fwu1VzAoCpXtKtKgYG21I4kMZqHmi3/yySd07tz5nc/Jly8fZ86c4f79+6997cGDB7i7uyf59Tw9PcmbNy9Xr15963N0Oh06nfxE8D6NSniwfvAH9Ft8nIBHkXSYeZgpncvRoHjSfz/Mmb2VPV9X+5om+Zvw9cGvuRtxlz7b+9CtWDc+Lf+pHP4qhJnQRz/l78OjuZLNClu9BROaT1Q7klCBqiNDrq6uFC1a9J03a2trqlWrRlhYGMeO/fuT99GjRwkLC6N69aSfGvzo0SNu376Np6dnerydLKewuwMbBtegRiFXImMT6LfkOPMO3CQrta6q5FGJNa3W8KH3hwAsvbiUDn934OyDsyonE0IkxeG/f2aRk3FcYGCZz8luk13lREINZrFmqFixYjRp0oR+/fpx5MgRjhw5Qr9+/WjRogVFihRJfF7RokVZt24dABEREYwYMYLDhw8TEBDAnj17aNmyJa6urrRt21att5LpONlasqBXJT6q7IXBAD9susDXG84RnwUWVr9gZ2nHt9W+ZUb9GeSwyUFAeADdt3Rn1ulZJOgT1I4nhHgLQ1w0e4P+IkqjIQ+u+JTrqnYkoRKzKIYAli1bRqlSpWjUqBGNGjWidOnSLFmy5JXnXL58mbAw49oVrVbL2bNnad26Nd7e3vTs2RNvb28OHz6Mg4ODGm8h07LUahjbthSjmxVDUWDpkUB6LzrO0+is1aCwZu6arGu9jqb5mpJgSGCa/zR6b+vNvYh7akcTQrzB+R1/sMneOCrUr/KITN9hX7ydHMfxHln1OI6U2nY+mGEr/YmKS6BETkcW9KqEm0PWWj9jMBjYdGMTPx39iWdxz3CwdOCrql/RrEAztaMJIV7QJ/DHlFLMyKbFVW/HTp9DaBSzGR8QSZApj+MQ5qFxCQ9WDaiKq70V5++F0/6PQ9x4kLW2nSuKQsuCLfmr5V+UyVGGp3FP+XL/l4w+MFoaNQphIgIPLmeDvXEsoGPxvlIIZXHyuy/SXOnczqwZVJ282W25HRrFhzMPcyrwsdqxMlxuh9wsbLKQQWUGoVE0bLy+kc6bO3Pl8RW1owmRtRkMHDw+mbuWFtjqLfGpIGuFsjophkS6yJvdjjWDqlM6txOhz2LpMucouy693h4hs7PQWPBx2Y+Z12gebjZu3Ay7SZfNXfjryl9ZatedEKbk4ektbLJ9BkCTPO2wsbBROZFQmxRDIt242utY0a8qtbxzEBWXQP/FJ9jgf1ftWKqo6FGRP1v9SY1cNYhJiOG7w9/x5b4veRb3TO1oQmQ5fnvGcsZah4VBYUj1gWrHESZAiiGRrux0FszrWZE2ZXMSrzcwbJU/S4/cUjuWKlysXZhefzqfV/gcC8WCLQFb+GjzR1x7fE3taEJkGU+vHWK7VRAAVV1q4WrjqnIiYQqkGBLpzlKrYXLHsnSvmheDAb5af44Ze7JmAaBRNPiU9GFBkwW42T6fNvPtwuYbbz8iRgiRdvy3jWWnrXFa7POaw9QNI0yGFEMiQ2g0Ct+3LsHgugUBmLD1MuO2XMyy62bKupXlz5Z/UtWzKlHxUfzf/v/jxyM/EpsQq3Y0ITItQ+wz9iZcwKAoFLMuSqFshdSOJEyEFEMiwyiKwv8aF2Vk06IAzNp7g283nkevz5oFkYu1CzMbzGRA6QEArLq8il5be3H/WdZbaC5ERrh7wpeddsa+Z/0qD1Y5jTAlUgyJDDegdkHGti2FosDiw7cYvf5cli2ItBotn5T7hBn1Z+Bo5ciZh2fovLkzp0JOqR1NiEzn9JmVPLTQotNrqJ0n6edaisxPiiGhii5V8vDLh2XQKLDiWCBfrDlDQhYtiMB4lMfK5ispnK0wD6Me0ntrb1ZdWpVlpxGFSHP6BK5FnQGgsK4wVlorlQMJUyLFkFDNhxVy82unsmg1Cn+duMPnq/2z1AGv/+Xl6MXSpktpkq8J8YZ4fjz6I98e+lbWEQmRBsKuHMDPxnj2WP2ibdQNI0yOFENCVa3L5mLqR+Ww0Cis97/Hp6uydkFka2nLhFoT+LzC52gUDeuuraP3tt48jHqodjQhzNrVY6s5ozOOBrUo0kDlNMLUSDEkVNeslCczupbHUquw+UwQn60+naULIkVR8Cnpwx8N/sDByoHTD07TeVNnzj86r3Y0IcyTwcDVh3swKAoeZMfDzkPtRMLESDEkTEKjEh780bUCllqFv0/f4/M/T2fpNUQA1XNWZ0XzFeR3ys/9yPv03NKTLTe3qB1LCLMTe/8iZ3RRAFTKXU/lNMIUSTEkTEaD4u5M71IeC43CBv97jJCCiLyOeVnWbBk1c9UkJiGGL/Z9wZSTU9Absu7ImRDJdevQnxy0MW6pb1u8qcpphCmSYkiYlEYlPJj2vCBad+ou/5OCCAcrB6bWm0qvkr0AmHN2DiP2jiAqPkrlZEKYh4CAzTzWarE2WFLWvazacYQJkmJImJwmJT2Y+lE5tBqFtafuMnLtmSzbh+gFrUbL8ArD+fGDH7HQWLDj1g56be3Fg8gHakcTwqQZwoO4ogkGoJhTeSw1lionEqZIiiFhkpqW8mRK53JoFFh9/A7f/X1eeu4ArQu1Zk7DOTjpnDj/6Dwfbf6IS6GX1I4lhMkK8lvPflvjFFnLYs1UTiNMlRRDwmQ1L+3JxA5lUBRYdPgWP2+5JAURUNGjIiua/buwuseWHuy9vVftWEKYpPvn13NepwOgbt5aKqcRpkqKIWHS2pXPzU9tSgEwa98NfvvnqsqJTIOXoxdLmy1NPOh16O6hLL+4XO1YQpiWmAhuxl4AIJelF642rioHEqZKiiFh8rpUycPXLYoD8PvOq8zce13lRKbB0cqRGQ1m0L5we/QGPeOOjWP8sfEk6BPUjiaESXhycReHbYxrhOrmb6hyGmHKpBgSZqFPjfz8r3ERAH7ecomlR26pnMg0WGos+bbat3xa/lMAll5cyvA9w2WnmRDAncvHOWhjA0DjgnVVTiNMmRRDwmwMrluIwXULAvD1hnNs8L+rciLToCgKfUv1ZUKtCVhqLNl1exe9t/bmUdQjtaMJoaqroad5qtVga7CklGspteMIEybFkDArIxoVoUe1vBgMMHz1af65cF/tSCajaf6mzG00FyedE+cenaObbzduhcsImsi6guNuA5BXmwutRqtyGmHKpBgSZkVRFMa0LEHbcrlI0Bv4ePlJDl+XEZAXyruXZ0nTJeSyz8WdiDt08+2Gf4i/2rGEyHgGA2GGMAA8HQuoHEaYOimGhNnRaBR++bA0DYu7Exuvp+8iP07ffqJ2LJOR3yk/S5stpUT2EjyJeULf7X3ZGbhT7VhCZChD2B2CnvdXLOhRWt0wwuRJMSTMkoVWw9SPylG9YHaexSbgs+AY10Keqh3LZLjauDK/8Xxq5a5FTEIMn+3+jBWXVqgdS4gMExp4jkBLCwBKe3qrnEaYOimGhNmyttQyp0dFyuR24nFkHN3nHePeE9lF9YKtpS2/1/2dD70/xICBsUfHMuXkFGlcKbKEJ7fOcsfCWAwVcM6rchph6qQYEmbNTmfBgl6VKZjDjqCwaLrPO0ros1i1Y5kMC40F31T9hsFlBwPGQ16/Pvg1cfo4lZMJkb4e3D9LtEaDxgCe9p5qxxEmToohYfZc7KxY0qcKOZ2suf7gGb0WHCMiJl7tWCZDURQGlhnImGpj0CpaNlzfwNBdQ4mMi1Q7mhDp5uEzY3NWZ8VBDmcV7yXFkMgUcjrbsLhPFbLZWnL6ThgDl5wgJl46Mb+svXd7fq/7O9Zaaw7cPUCfbX0IjQ5VO5YQ6eJpvLHthquVjAqJ9zObYuinn36ievXq2Nra4uzsnKRrDAYDY8aMIWfOnNjY2FCnTh3Onz+fvkGFagq52bOgV2VsrbQcuPaQz1efRq+X9TEvq+1Vm3mN5+Gsc+bco3P02NKDuxHSvFJkMpGhPLAwTgXnzlZY5TDCHJhNMRQbG0uHDh0YNGhQkq+ZMGECkydPZtq0afj5+eHh4UHDhg15+lR2HWVWZb2cmdW9ApZahU1ngvh+0wVZMPwfpXOUZnHTxXjaeXIr/BbdfbtzOfSy2rGESDMxwRe5/XzxdBE3KYbE+5lNMfTdd9/x2WefUapU0lqqGwwGfvvtN0aPHk27du0oWbIkixYtIjIykuXL5XTvzKxm4RxM6lgWgIWHApixRw52/a/8TvlZ0nQJhZwL8SDqAT5bffAL9lM7lhBpIjTgbOK2+qKu+VVOI8yB2RRDyXXz5k2Cg4Np1KhR4mM6nY7atWtz6NCht14XExNDeHj4KzdhflqVycm3LY0n3f+y7TIrjwWqnMj0uNu5s6jpIsq7lSciLoKBOway85Y0ZxTmL/LueW5bGBdN53HIo3IaYQ4ybTEUHBwMgLu7+yuPu7u7J37tTcaNG4eTk1PizcvLK11zivTT64P8fFzHeLDrqHVn2X7+7b/vWZWjlSOzGs6inlc9YvWxDN87nDVX1qgdS4hUefb4Mk+1xo+33A65VU4jzIGqxdCYMWNQFOWdt+PHj6fqNRRFeeW+wWB47bGXjRw5krCwsMTb7du3U/X6Ql3/a1yEjhVzozfAkBWnOB4gu6f+y9rCmsl1JtO+cHv0Bj1jDo9h7tm5stZKmK3waOMBxY6KI9YW1iqnEebAQs0X/+STT+jcufM7n5MvX74UfW8PDw/AOELk6fnv1sqQkJDXRoteptPp0Ol0KXpNYXoURWFs21I8iohl56UQ+iw6zp8Dq+Ht7qB2NJOi1Wj5ttq3uFi7MOfsHH4/+TuPoh7xv0r/Q6Nk2gFkkRnFPuOJEg64ksMml9pphJlQtRhydXXF1dU1Xb53/vz58fDwYMeOHZQrVw4w7kjbu3cv48ePT5fXFKbJQqthWpfydJ17hJOBT+g5/xhrP66Op5ON2tFMiqIoDC0/FBdrF8b7jWfpxaU8jnnMDx/8IE3rhNkwPLzC7eeLp/O5FFI5jTAXZvMjX2BgIP7+/gQGBpKQkIC/vz/+/v5EREQkPqdo0aKsW7cOMP7DPmzYMMaOHcu6des4d+4cPj4+2Nra0qVLF7XehlCJjZWWeT0rJR7b0XP+McIi5UiKN+lWvBvjao7DQrFg843N0q1amJXw2/8uni6aPZ+6YYTZMJti6JtvvqFcuXJ8++23REREUK5cOcqVK/fKmqLLly8TFhaWeP+LL75g2LBhfPzxx1SsWJG7d++yfft2HBxkiiQrymZnxaLelXF31HHlfgR9F/sRHSddqt+kRYEWTKk3JbFbdf8d/QmLCXv/hUKo7Omdi4kjQ/nlgFaRRIpBVkm+U3h4OE5OToSFheHo6Kh2HJEGLgWH02HmYZ5Gx9OouDt/dKuAVvP2RfVZmX+IP4N3DiY8NpxCzoWY2WAm7nZvX3MnhNpu/dGeHrqLhGq1rG6xmmLZi6kdSagkOZ/fZjMyJERaKerhyJweFbGy0LD9wn2+3nBOdk69RVm3sixqsgg3GzeuPblG9y3dCQgLUDuWEG9lCL9GqFYLgJeDtEYRSSPFkMiSqhbIzu+dyqIosPxoIFN3XVM7kskqlK0Qi5stJq9jXoKeBdFza0/OP5Iz/oQJSojnWYKxn5idxgF7K3uVAwlzIcWQyLKalvJkTMsSAEzecUW6VL9DLvtcLGqyiGIuxQiNDqXPtj4cCzqmdiwhXvX4JnctjFPe7nYyKiSSToohkaX1rJ6PwXX/7VK948J9lROZruw22ZnfeD6VPSrzLO4ZA/8ZyD+3/lE7lhCJ4u5fJNDSuJOsgCyeFskgxZDI8kY0KsKHFYxdqj9ZfpITt6RL9dvYW9kzo8EM6uepT5w+js/3fi7HdwiT8STwPHee7yQr7JJP3TDCrEgxJLI8RVEY164UdYvkICZeT++Fx7l6/6nasUyWTqtjYu2JtCvcTo7vECYlNugigRbGYkgWT4vkkGJICMBSq2F61/KU9XImLCqOnvOPERQWpXYsk2WhsWBMtTH0KdkHgN9P/s7E4xPRG/QqJxNZmcXjq4k9hvI4ymn1IumkGBLiOVsrC+b7VKJADjvuSZfq91IUhWEVhjGi4ggAFl9YzNcHvyZOL79mQh2G6IcEy8iQSAEphoR4iYudFYulS3Wy9CzRk59q/IRW0bLx+kY+2/0ZUfEyqiYy3j2N8e+qtWJNNl02ldMIcyLFkBD/kTubLYt6V8bB2gK/gMcMWXGK+ASZ/nmXVgVb8Vvd39Bpdey9s5eBOwbK8R0iwwVpjOvWPK3dURTpKi+SToohId6gqIcjc593qd5x4T6j10mX6vep41WH2Q1n42DpwMmQk/Ta1ouQyBC1Y4ks5J5xVz2eNnJkjEgeKYaEeIsqBbIz9aNyaBRYdfw2E7dfVjuSySvvXp4FTRaQwyYHVx9fpceWHnJ8h8gw9yyNH2m5bHOqnESYGymGhHiHxiU8GNu2FADTd19nwcGbKicyfUVcirC4qfH4jrsRd+X4DpFh7loYP9Jy2+VSOYkwN1IMCfEenSvnYUQjbwC++/sCG/zvqpzI9OV2yP3K8R29t/bmSNARtWOJzMxg4J6l8YDW3Pa5VQ4jzI0UQ0IkweC6hfCpng+Az1efZs9lWQvzPi+O76jiUYXI+EgG/TOIrTe3qh1LZFL6hHgiFONHmrONs7phhNmRYkiIJFAUhW9aFKdVmZzE6w0MXHpCju1IghfHdzTK24h4fTxf7PuCZReXqR1LZEJx8bFEa4w7yOysHVVOI8yNFENCJJFGozCxQxnqFMlBdJyeXgv8uBQcrnYsk2eltWJCrQl0LtIZAwZ+PvYzU05Okd15Ik3FxcYS83w7vYO1vcpphLmRYkiIZLCy0PBH1wpUyJuN8Oh4esw7RuCjSLVjmTytRsuoKqMYUm4IAHPOzmHM4THE6+NVTiYyi+joSOKfF0P2MjIkkkmKISGSycZKy/yelSji7kDI0xi6zz9KyNNotWOZPEVR6F+6P2OqjUGjaFh7dS3Ddg+TbtUiTUTE/Hu4sp1ORoZE8kgxJEQKONlasrhPZbxcbLj1KJIe847xJDJW7Vhmob13e36t82tit+p+2/vxJPqJ2rGEmYuIMhZDisGAlVanchphbqQYEiKF3B2tWdqnCjkcdFwKforPAj8iYmTaJynq5anHnEZzcLRy5PSD0/TY2oN7EffUjiXM2LO4CAB0BoMcxSGSTYohIVIhb3Y7lvapgrOtJf63n9B/8XE52DWJyrmVY3HTxbjbunMz7CbdfbtzOVS6fIuUiYoxrt2zlnX5IgWkGBIilYp4OLCoV2XsrLQcuv6IT5afJE4Odk2Sgs4FWdpsKYWcCxESFYLPVh+OBR1TO5YwQ5FxzwCwkmJIpIAUQ2qJj4F9v0Cs7ETKDMp4OTO3ZyWsLDT8czGEEX+eJkEv/yonhYedBwubLKSCewUi4iIY8M8AttzconYsYWYin/9bqpO/dyIFpBhSy+6xsOtHmFUT7pxQO41IA9UKZuePruWx0Chs8L/H6HVn0cs/zEnipHNiVsNZNMzbMLE546Lzi9SOJcxI9PORIZ38lRMpIMWQWgrUAYec8OgazGsIe8ZDgiy+NXf1i7nzW+eyaBRY6Xeb7/4+L80Fk0in1TGx9kS6FusKwMTjExl/bDx6g0w5ivd70aLByiCLp0XySTGkloJ14eNDULI9GBJgz1iY3wgeXlM7mUilFqVz8suHZQBYdPgWP2+5JAVREmkUDV9W+pLPK3wOwNKLSxmxdwQxCTEqJxOmLvp5MaSTYkikgBRDarLJBh/Oh/bzwNoJ7p4wTpsdmwPy4WnW2lfIzU9tSwIwa98NfvvnqsqJzIeiKPiU9GF8zfFYaCzYcWuH9CIS7xUdb2x8ainFkEgBKYZMQakPYdBhyF8b4iLBdwQsbQfh0nfFnHWtkpdvWhQH4PedV5mxR0b9kqNZgWbMbjgbB0sHToWcovuW7tx5ekftWMJEvRg91CHFkEg+KYZMhVMu6L4emk4AC2u4vgtmVIUzf8ookRnrXSM/XzQpAsCErZeZtfe6yonMSyWPSixuuhgPOw8CwgPo6tuV8w/Pqx1LmKCYhBcjQ/KxJpJP/tSYEo0GqgyAAfshZ3mIDoO1feFPH3j2SO10IoU+rlOI4Q29ARi35RJz9t1QOZF5KZStEMuaLaNItiKERofSa1sv9tzeo3YsYWJeFENW8rEmUsBs/tT89NNPVK9eHVtbW5ydnZN0jY+PD4qivHKrWrVq+gZNCzm8oc8OqDsaNBZwYT3MqAKXfNVOJlJoaP3CfFq/MAA/+V5k7n4piJLDzdaNhU0WUj1ndaLio/h096esuLRC7VjChMTqjWcDWsnIkEgBs/lTExsbS4cOHRg0aFCyrmvSpAlBQUGJN19fMykotBZQ+wvo+w/kKAbPHsDKj2DdIIh6onY6kQLDGhRmSL1CAPy4+SILDt5UOZF5sbeyZ1r9abQr3A69Qc/Yo2OZ6DdRtt4LAGJeFEPm87EmTIjZ/Kn57rvv+OyzzyhVqlSyrtPpdHh4eCTeXFxc0ilhOslZDvrvgQ8+BRQ4vRz+qA7X/lE7mUgmRVEY3tCbwXULAvDd3xeYd0AKouSw1FgyptoYhpQbAsCiC4sYsXdE4k4ikXXFJRZDFionEebIbIqhlNqzZw9ubm54e3vTr18/QkJC3vn8mJgYwsPDX7mpztIaGn4PvbeCSwEIvwtL28PGoRBtAvlEkimKwohGRRhUx1gQ/bDpgiyqTiZFUehfuj/jao5L3HrfZ1sfHkXJurqsLNYQB4AlWpWTCHOUqYuhpk2bsmzZMnbt2sWkSZPw8/OjXr16xMS8vYHbuHHjcHJySrx5eXllYOL3yFMVBh6AKgON908uMo4SXd+tbi6RLIqi8EXjIgx9PmU2bsslpu+WbffJ1aJAC2Y3nI2jlSNnHp6hq29XbjyRtVhZVdzzYkinSDEkkk/VYmjMmDGvLXD+7+348eMp/v6dOnWiefPmlCxZkpYtW7JlyxauXLnC5s2b33rNyJEjCQsLS7zdvn07xa+fLqzsoOl46LkJnPNC2G1Y0gb+HiajRGZEURSGNyrCZw2Mu8x+2XaZ36UxY7JV8qjE0mZLyW2fm7sRd+m2pZucep9FvRgZkmkykRKqFkOffPIJFy9efOetZMmSafZ6np6e5M2bl6tX3/6ho9PpcHR0fOVmkvLXhEGHoFI/4/0TC56vJdqpbi6RLJ82KMz/Ghv7EP36zxV+2SZHdyRXfqf8LGu+jLI5yvI09ikDdgxg/bX1ascSGSzWYDzb0UpjqXISYY5ULaFdXV1xdXXNsNd79OgRt2/fxtPTM8NeM13p7KH5RCjeCjZ8Ak9uGTtXl+sOjX8yHvEhTN7guoWw1CqM9b3E9N3XiYxN4JsWxVEU6aSbVC7WLsxtPJevDnzF1oCtfH3wawLDA/mk3CdolEy9GkA8F8fzYkiRYkgkn9n8KxEYGIi/vz+BgYEkJCTg7++Pv78/ERERic8pWrQo69atAyAiIoIRI0Zw+PBhAgIC2LNnDy1btsTV1ZW2bduq9TbSR/5axlGiygOM908tgelV4co2dXOJJOtfqyDfty4BwIKDAfzfmrMk6GWEKDl0Wh3ja42nXynjaOmcs3P4397/yU6zLCJWiiGRCmZTDH3zzTeUK1eOb7/9loiICMqVK0e5cuVeWVN0+fJlwsLCANBqtZw9e5bWrVvj7e1Nz5498fb25vDhwzg4OKj1NtKPzh6aTQAfX8iWH57eg+UdYU0/iAxVO51Igh7V8jGxQxk0Cqw6fpthq/yJS5AeOsmhUTQMLT+UHz/4EQuNBdtvbafPtj48jHqodjSRzuJIAEAn02QiBRSDLFB4p/DwcJycnAgLCzPd9UP/FRsJu3+CIzPAoAe7HNDsFyjeBmTqxeRtPhPEpytPEa830KCYO9O6lMPaUnbIJJdfsB+f7fmMsJgwPO08mVZ/Gt7ZvNWOJdJJ1QXleKaJZ2J8ORr3Wax2HGECkvP5bTYjQyIZrGyNa4b67IAcRY3dq//0gVXdIDxI7XTiPZqX9mROj4roLDT8c/E+PguO8TQ6Tu1YZqeSRyWWNVtGXse8BD0Lortvd/bd2ad2LJFOYhXjKKqVhZXKSYQ5kmIoM8tdEQbsg1pfGM84u7QJpleBEwtBL9MvpqxuUTcW9qqMvc6CIzdC+WjOER5GvL0/lnizvI55Wdp0KZU8KhEZH8mQXUNYemGp7NjLZAwGA/EY/02zVnQqpxHmSIqhzM5CB/VGQ/+9kLM8xITB35/C4lbwSDofm7JqBbOzsn9VsttZce5uOB1mHubO40i1Y5kdZ2tnZjWYRfvC7dEb9Iz3G8+PR34kTi+jbZlFrD4Ww/MVADqttbphhFmSYiir8ChpPPS18ViwtIWA/TCjGuyfBAnyoWCqSuZy4s+B1cjlbMPNh89o/8chrtx/qnYss2OpteTbat8youIIFBRWX1nNoH8GERYTpnY0kQZe3jEoxZBICSmGshKNFqoNho8PQ8F6kBADO7+HWbXhtp/a6cRbFMhhz5pB1SnsZs/98Bg+/OMQx27KDsHkUhSFniV6MqXeFGwsbDgadJRuvt0ICAtQO5pIpRfFkIXBgJWlrBkSySfFUFaULR90WwttZ4Ntdgg5D/Magu//5EgPE+XhZM2fA6tRIW82wqPj6TbvKFvOymL4lKjjVYclTZfgaedJQHgAXXy7cPjeYbVjiVSITjAWQzqDAY1WttaL5JNiKKtSFCjTCQb7QZkugAGOzYbpleHCRpAFpibH2daKZX2r0LC4O7Hxej5efpJFhwLUjmWWirgUYUXzFYlHeAz6ZxArLq1QO5ZIoRcjQ9Z6AxoLKYZE8kkxlNXZZYe2f0CPDeBSAJ4GwerusKIzPAlUO534D2tLLTO7VaBrlTwYDPDtxvP8vOUSeulWnWzZbbIzr/E8WhVsRYIhgbFHx8rCajP1YmTI2mBAka31IgWkGBJGBeoYj/So9QVoLOHKVuM2/IO/ywJrE6PVKPzYpiQjGhkbCM7ce51PV/kTHZegcjLzY6W14scPfuSzCp+hoLDq8ioG7hjIk+gnakcTyRATb2w7YW3Qo9VKMSSST4oh8S9LG+M2/EEHIe8HEBcJO76BWbUg8Ija6cRLFEXhk3qF+eXD0lhoFP4+fY/u847y+Fms2tHMjqIo9C7Zmyn1pmBrYcux4GN8tPkjrj+R1hPm4uWRIY2FquePCzOVpOM4pkyZkuxv3KtXr0xxBphZHseRFgwG8F8O27+CqOc7l8p2g4bfG6fWhMk4eO0hA5ec4GlMPPld7VjgU4l8rnZqxzJLVx9fZciuIdyNuIudpR0Tak2gVu5aascS77EtYBsj9o6gfHQ044uPxqOmj9qRhAlIzud3koohjUZD7ty50WqTdj7S7du3uXLlCgUKFEhaYhOWZYuhFyJD4Z9v4eTzs35sskGDMVCuB2hkYNFUXLn/lF4L/Lj7JIpstpbM6VGRivlc1I5llh5HP2b4nuEcv38cBYVPy39K75K9UeRcP5O18fpGRh8YzQeRUfxQ9ntyVOuidiRhAtLlbLLjx49z8+bNJN1sbGxS/SaEibB1gVZTofd2cC8JUY+NHaznNYR7/mqnE895uzuwbnB1Sud24nFkHF3mHGXdqTtqxzJL2ayzMbvhbDp4d8CAgd9O/sb/7f+/Vxr7CdOSuJvMYEArfYZECiSpGPr222+xt7dP8jcdNWoULi7yU2mmkqeK8UiPxmPBygHuHofZdWDz58YCSajOzcGalf2r0qi4O7EJej5bdZpftslOs5Sw1FryTbVv+KrKV1goFvje9MVnqw/Bz4LVjibe4EUxpDMYsJBiSKRAkoshW1vbJH/TkSNH4uzsnNJMwlRpLYwdrD/xg1IdAAP4zYWpFeHUUjn81QTYWlkws1sFBtUpCMD03dcZvPwkkbHxKiczT52KdmJ2o9k465w5/+g8H23+CP8Qf7Vjif94FhcFgI3BgFa21osUkEUfIvkcPaH9XOi5CXIUhciHsGGwcers7km102V5Go3Cl02KMrFDGSy1ClvOBdNx1mGCw2SaJyUqeVRiRfMVFHIuxMOoh/Te1pt1V9epHUu85EUxpNMbsJCmiyIFkl0MPXr0iMGDB1O8eHFcXV1xcXF55SaykPw1YeABaPTjv1Nnc+rBxqHw7JHa6bK8DyvkZnm/qrg8P/W+5bQDnAyUKc2UyO2Qm2XNllE/T33i9HF8c+gbfj72szRoNBFRcS/WDOllzZBIkWQ3ZOjWrRvXr1+nT58+uLu7yw6LrE5rCdWHGKfNdnwLZ1bCyUVwYT3U/Qoq9jZOrwlVVMrnwvqPP6Df4uNcvv+UzrOOMLZdKT6skFvtaGbH1tKWyXUmM+vMLGb4z2DZxWVce3yNibUn4mztrHa8LC0y3jgyZG0woJWRIZECSdpa/zIHBwcOHDhAmTJl0iuTScnyW+uT69Zh44Gv988a77sVhyY/Q4Ha6ubK4iJi4hm+yp/tF+4D0LdGfv6vaVEstDJTnhI7A3cyav8oIuMjyWWfi9/r/k4RlyJqx8qyPtv1Jf/c9mV46GN6ddwAuSqoHUmYgHTZWv9C0aJFiYqKSnE4kcnlrQb990DzScaeRCEXYHErWNUdHt9SO12WZa8zLqweWq8QAHMP3KT3ouM8iZSO1SlRP099ljZbSm773NyNuEv3Ld3ZFrBN7VhZVmTcvwe1opGRIZF8yS6GZsyYwejRo9m7dy+PHj0iPDz8lZsQaC2gUl8YchIq9QNFAxc3wrRKsOtHiH2mdsIsSaNRGN6oCNO7lMfGUsu+Kw9oNe0gl4Ll721KFM5WmJUtVlLNsxpR8VGM2DuCKSenkKCXM+IyWsxLx3GgkWl5kXzJLoacnZ0JCwujXr16uLm5kS1bNrJly4azszPZsmVLj4zCXNm6QPOJxkXW+WpCQgzs+8W4Ff/0KtmKr5LmpT1ZM6g6ubPZEBgaSbsZh9h8JkjtWGbJSefEjAYz8CnhA8Ccs3MYsmsI4bFSYGakqJeaLqKVkSGRfMleM1S5cmUsLCz49NNP37iAunbtzLU2RNYMpRGDAS7+bTzr7Mnz6bLclYzriXJXVDdbFvX4WSxDVpziwLWHAAyqU5ARjYqg1cimiJTYfGMz3x76lpiEGPI65uX3ur9T0Lmg2rGyhDbrOnE9/AJT7j+gbt/D4JJf7UjCBKT52WQvs7W15dSpUxQpkjUWC0oxlMbiouHIdNg3CeKeT5eV6ggNvgUn2eGU0eIT9Pyy7TKz9t0AoGZhV6Z0Lkc2O9menBIXHl1g2O5hBD0LwtbClrE1x1I/T321Y2V6Tf9qw51n15kVFEL1QSfk3xIBpPMC6ooVK3L79u0UhxNZnKU11Pwchp6Est0ABc6uNk6d7R4n64kymIVWw8hmxZjyUTmsLTXsv/qQltMOcO5umNrRzFLx7MVZ2WIllTwqERkfybDdw5h2ahp6g0wJp6cXa4ZsDHpZQC1SJNnF0JAhQ/j0009ZuHAhJ06c4MyZM6/chEgSBw9oMx3674Y81SE+Cvb+DFMrgP9yWU+UwVqVycm6jz8gb3Zb7jyOov0fh/jrhBz0mhIu1i7MbjibbsW6ATDrzCyG7hoq64jSUWxCDGA8m0wWUIuUSPY0mUbzev2kKAoGgwFFUUhIyFw7KWSaLAMYDHBhA+z4Gp4EGh/zLGM8FDZfDXWzZTFhUXF8tsqfXZdCAOhWNQ9ftyiOzkKrcjLz9Pf1v/nu8HeyjiidVV5ajaiECDbcuUeBz2+AtZPakYQJSNc1Q7duvbtXTN68eZPz7UyeFEMZKC4ajs6E/ZMg5vlP0UVbQMPvIbt8gGQUvd7A1F3X+G3nFQwGKOvlzIyu5cnpbKN2NLN0/tF5Ptv9WeI6op9q/ESDvA3UjpWplFtcnnhDHNsD7+L55R2wSvrB4iLzStdiKKuRYkgFEQ9gzzg4sQAMeuOwd6V+UPsL43Z9kSF2Xwph2Cp/wqLiyGZryZSPylGzcA61Y5ml0OhQ/rf3fxwLPgZAv1L9GFx2MFqNjLillt6gp8xi44kIe2/dwWV0iGyvF0A6LKDeuHEjcXFJP5DQ19dXulSLlLPPAS0mw6BDULgR6OPh6B8wpSwcmgbxMWonzBLqFnVj05AalMzlyOPIOHrMP8bUnVfR6+Xnp+RysXZhVsNZ9CjeAzD2Ixq8azBhMbJQPbWin/cYAmm6KFIuScVQ27ZtefLkSZK/aefOnQkKkiZuIpXcikHXP6H7OnArAdFhsH00TK8M59cb1xqJdOXlYstfA6vzUWUvDAaYtOMKfRb5yTEeKWChseB/lf7HzzV/xlprzcG7B+m8qTOXQy+rHc2sxST8+8ORpUEDcni4SIEkTZNpNBqaNm2KTqdL0jfdtGkTly5dokCBAqkOCBAQEMAPP/zArl27CA4OJmfOnHTr1o3Ro0djZfX2figGg4HvvvuO2bNn8/jxY6pUqcL06dMpUaJEkl9bpslMhD4B/JcZj/OIMB42Su7K0Pgn8KqsbrYsYvXx23y9/hwx8XpyOdswo2t5yng5qx3LLF0KvcSw3cO4G3EXa60131X/jmYFmqkdyywFRQTRaE0jrPQGDgfex+rbB2pHEiYizafJevbsiZubG05OTkm6de3aNU0Lh0uXLqHX65k1axbnz5/n119/ZebMmYwaNeqd102YMIHJkyczbdo0/Pz88PDwoGHDhjx9+jTNsokMotFC+R7G885q/x9Y2sKdYzCvIazuCaE31E6Y6XWs6MXaj6uTN7std59E0WHmYZYcDkCWHSZfUZeirGqxig9yfkB0QjRf7v+SCX4TiNfHqx3N7EQlGJdkWBv06BWZIhMpY7YLqH/55Rf++OMPbtx484egwWAgZ86cDBs2jC+//BKAmJgY3N3dGT9+PAMGDEjS68jIkIkKD4LdP8GppcDzk6or94Na/5NF1uksPDqO//15mm3njSN0rcvmZGzbUtjp5IMouRL0CUz3n86cs3MAqOhekV9q/4KrjavKyczHxUcX6bipI27x8fx9LwLbr6UpsDBK1w7UpiIsLAwXl7d/6N28eZPg4GAaNWqU+JhOp6N27docOnTordfFxMQQHh7+yk2YIEdPaD3NeAhswXqgj4MjM4yLrA9OMW7TF+nC0dqSmd0qMLpZMbQahQ3+92g9/SBX78uIa3JpNVqGlh/Kb3V+w87SjuP3j9NpUydOPzitdjSzEf3SifUJMjIkUsgsi6Hr168zdepUBg4c+NbnBAcHA+Du7v7K4+7u7olfe5Nx48a9MuXn5eWVNqFF+vAoaVxg3W3Nv4usd3wN0yvB2b+kk3U6URSFfrUKsLJ/VdwddVwLiaDVtIOsPSldq1Oift76LG++nPxO+QmJDMFnqw+rL6+WKcgkeLGbTGcwyDSZSDFVi6ExY8agKMo7b8ePH3/lmnv37tGkSRM6dOhA37593/sayn92FrzolP02I0eOJCwsLPEm57CZiUINYOB+aDUNHDyNnazX9IG59SHgoNrpMq1K+VzYPLQmNQq5EhWXwPDVpxm59gzRcZmrE31GKOBUgBXNV9AgTwPi9fH8cOQHvjn0zStbx8XrXvz62OgNGKRvk0ghVYuhTz75hIsXL77zVrJkycTn37t3j7p161KtWjVmz579zu/t4eEB8NooUEhIyGujRS/T6XQ4Ojq+chNmQqOF8t1hyAmoOxos7eDeSVjYDFZ0gYdX1U6YKbna61jUuzLDGhRGUWDFsdu0m3GIgIdy6G5y2VnaMbnOZIaVH4ZG0bD+2np6bOnB3Yi7akczWS9PkxkUabYoUkbVYsjV1ZWiRYu+82ZtbQ3A3bt3qVOnDuXLl2fBggVvPCPtZfnz58fDw4MdO3YkPhYbG8vevXupXr16ur4voTIrO2O36qGnoEIvUDRweTNMrwKbR8Czh2onzHS0GoVhDbxZ3Lsy2e2suBAUToupB/A9K/3GkktRFPqU6sPMBjNx1jlzMfQinTZ14tDdt691zMpemSaThosihZK0m2zKlClJ/oZDhw5NVaA3uXfvHrVr1yZPnjwsXrwYrfbfodAXI0AARYsWZdy4cbRt2xaA8ePHM27cOBYsWEDhwoUZO3Yse/bs4fLlyzg4OCTptWU3WSYQcgl2fANXtxnv6xyh5nCoMhAs5byttBYcFs2QFSfxC3gMgE/1fIxsVlQOe02BexH3GL5nOOcfnUdBYUi5IfQp1QeNYpbLPdPFiksrGHt0LA2fRTIq0gXXEX5qRxImIs3PJsufP/8r9x88eEBkZCTOzs4APHnyBFtbW9zc3N661T01Fi5cSK9evd74tZfjK4rCggUL8PHxSfzad999x6xZs15puvjy1Nv7SDGUidzYC9u/guAzxvuOuaH+N1CqA7xnpFEkT3yCnonbrzBz73UAyuR2YlqX8ni5yAGayRWTEMO4o+NYc3UNAHW96vJTjZ9wsEraD3SZ3cJzC5l0YhItnz7js1h3cgw/rHYkYSLS9aDW5cuXM2PGDObNm0eRIkUAuHz5Mv369WPAgAF07do15clNkBRDmYxeD2dXw87vIfz5OgzPssZO1vlqqBotM9p58T7DV58mLCoOR2sLJnUsS8Pib1+zJ95uzZU1/HT0J+L0ceR1zMuvdX6lcLbCasdS3R+n/2CG/ww6hD9lUEIecgzbp3YkYSLStc/Q119/zdSpUxMLIYAiRYrw66+/8tVXXyU/rRAZSaOBMp2Ni6zrfwNWDhDkDwubyyLrdFC/mDubh9agrJcz4dHx9Ft8nJ82XyAuQVoeJFd77/YsbroYTztPboXfoqtvV3xv+KodS3Uxzw9ulkNaRWokuxgKCgp64wn2CQkJ3L9/P01CCZHuLG2g5ufGRdYV+4CiNS6ynlEVfL+AyFC1E2YaubPZsnpANfrUME63z9l/k06zDnP3SZTKycxPSdeSrGqximqe1YiKj+LL/V/y87GfiUt4/d/krOKV3WRSDIkUSnYxVL9+ffr168fx48cT1+scP36cAQMG0KBBgzQPKES6ss8BLSbDoENQuDHo4+HYLGMn60NTIT7mvd9CvJ+VhYavWxRnVvcKOFhbcDLwCc2n7Gf3pRC1o5mdbNbZ+KPBH/Qr1Q+AZReX0Xtbb0Iis+av5YvdZNb658fyCJECyS6G5s+fT65cuahcuTLW1tbodDqqVKmCp6cnc+fOTY+MQqQ/t6LQdTX02ADupYydrLd/BdMrw4UNIJ2A00TjEh74Dq1J6dxOPImMo9dCP37ecol4mTZLlhfHeEytNxUHSwf8H/jT8e+O+AVnvZ1UL0aGdAYDaKUYEimT4oNar1y5wqVLlzAYDBQrVgxvb++0zmYSZAF1FqRPAP/lsOtHiHjetDNPdeMi61zl1c2WScTEJzDO9xILDwUAUClfNqZ+VB4PJ2t1g5mhwPBAPtvzGVceX0GraBlWfhg9S/R8Z6f9zGTY7mHsDNzJ1w9DqetUjRx9/1I7kjARGXJQq7e3N61ataJ169aZthASWdTLnaxrfwkWNhB4CObUhXUDIUy6AaeWzkLLmFYlmN6lPPY6C/wCHtNsyn72XnmgdjSzk8cxD0ubLaVlgZYkGBKYdGISw/cMJyI2Qu1oGeLlNUOKTJOJFErRyNCdO3fYuHEjgYGBxMbGvvK1yZMnp1k4UyAjQ4KwO8at+GdWGe9b2sIHw6D6ELCSvjmpFfDwGR8vO8mFoHAUBT6pW4hhDbzRarLGyEZaMRgMrL68mp/9fiZeH08+x3z8WudXCmUrpHa0dOWz1YcT908w8f4DKrg3wrXnYrUjCRORriNDO3fupEiRIsyYMYNJkyaxe/duFixYwPz58/H3909pZiFMl1NuaDcb+u0Cr6oQFwl7xsK0inDmT1lPlEr5XO1Y+3F1ulbJg8EAU3ddo+vcI4SEywGlyaEoCp2KdmJRk0W427oTEB5AF98umX77feJBrQYDilZ2k4mUSXYxNHLkSD7//HPOnTuHtbU1a9as4fbt29SuXZsOHTqkR0YhTEOuCtB7K3y4AJzyGJs2ru0L8xrCneNqpzNr1pZafmpbit87l8XOSsuRG6E0m3KAg9fkHLnkKp2jNKtbrqaqZ9XE7ffjjo7LtNvvYxKMOz51BgMaC5kmEymT7GLo4sWL9OzZEwALCwuioqKwt7fn+++/Z/z48WkeUAiToihQsh18cgzqfQ2WdnDHD+bWN64nCpeDSVOjddlcbBxSg6IeDjyMiKHbvKP89s8VEvQy+pYcLtYuzGwwM3H7/fJLy+m1rRfBz4JVTpb2ouKN/aqsDQYUrZXKaYS5SnYxZGdnR0yMsRLPmTMn169fT/zaw4fyU5zIIixtoNYIGHoSyj4/gub0CphaAfZPgjiZ4kmpgjnsWffxB3Sq6IXBAL/9c5We84/x4Kn0fEqOV7bfWzlw+sFpOm3qxJGgI2pHS1MvRoas9QY0Mk0mUijZxVDVqlU5ePAgAM2bN+fzzz/np59+onfv3lStWjXNAwph0hw8oM0M43qi3JUg7plxsfX0ynBxk6wnSiEbKy3jPyzNpA5lsLHUcuDaQ5pP2c+RG4/UjmZ26njVYVWLVRR1KUpodCgDdgxg7tm56A2Zo7dTYtNFgwFFpslECiW7GJo8eTJVqlQBYMyYMTRs2JBVq1aRN29e5s2bl+YBhTALuSpAnx3Qbg445IQnt2BVV1jSBkIuqZ3ObLWvkJuNn3xAITd7Qp7G0GXOEabvvoZeps2SxcvBiyVNl9C2UFv0Bj2/n/ydobuGEhYTpna0VHu5GNJI00WRQiluuphVyNZ6kWwxEXDgVzg0BRJijeeeVe4Pdf4PbJzVTmeWImPj+Wr9OdaeNPZ4qu2dg187lcXFTtaIJNfaq2v56chPxOpjyWWfi1/r/Eqx7MXUjpUicfo4yi8xNkI9cOsOuiqfYd34G5VTCVOR7k0Xnzx5wty5cxk5ciShocYDLU+ePMndu9KMTgh09lD/axh8FIo0B0MCHP3DuJ7o5BLQZ47piYxka2XBpA5lGN++FDoLDXuvPKD5lP2cuCUH6iZXu8LtWNJsCbnsc3E34i7dfLux9upatWOlSMxLZwdaG/Sym0ykWLKLoTNnzuDt7c348eOZOHEiT548AWDdunWMHDkyrfMJYb5cCsBHy6HbWnD1hsiHsPETmNcA7pxQO53ZURSFTpXysH7wBxRwtSMoLJpOs44wZ98NZIA7eYpnL86qFquonbs2sfpYvj30LV8f/DpxyslcvOg+jQGsDKCVYkikULKLoeHDh+Pj48PVq1extv73HKGmTZuyb9++NA0nRKZQqD4MPAiNfgQrB7h7AubWgw2fwDPZgZlcxTwd2TikBi3L5CReb+An34v0X3KCsMjM2UcnvTjpnJhSbwpDyw1Fo2hYf2093Xy7ERgeqHa0JHtRvFkaFBSQNUMixZJdDPn5+TFgwIDXHs+VKxfBwZmvh4UQacLCynh8x5DjULqz8bFTS2BqeTg2x3g4rEgye50FUzqX5Yc2JbHSathx4T7Np+7n9O0nakczKxpFQ7/S/ZjVcBYu1i5cfnyZzps6szNwp9rRkuTlYghAkWJIpFCyiyFra2vCw8Nfe/zy5cvkyJEjTUIJkWk5eEC7WdB7G3iUgugw8B1hPAT29jG105kVRVHoXjUvaz+uTh4XW+48juLDmYdYdChAps2SqapnVVa3WE3ZHGV5GveUYbuHMfnEZOL18WpHe6cXPYYsXyzDk2JIpFCyi6HWrVvz/fffExdnHJJWFIXAwED+7//+j/bt26d5QCEypTxVod8eaPoL6Jwg6LTxWI/1g2XqLJlK5nLi7yE1aFzCnbgEA99uPM8ny0/xNFqmzZLD3c6d+U3m0714dwAWnFtAv+39eBhlun8eX3Sftno+MoRGmi6KlEl2MTRx4kQePHiAm5sbUVFR1K5dm0KFCuHg4MBPP/2UHhmFyJy0FlClPww5AWW7GR/zX2rcdeY3T6bOksHJxpKZ3SrwTYviWGgUNp8NouXUA1y49/ootng7S40lX1T6gkm1J2Fnacfx+8fp8HcH/IL91I72RonnksnIkEilFPcZ2rVrFydPnkSv11O+fHkaNGiQ1tlMgvQZEhkm8Chs/hzunzXez1kOmk+GXOXVzWVmTgY+ZsjyU9x9EoWVhYbvWpWgcyUvFEVRO5pZCQgL4LM9n3HtyTU0ioah5YbSu2Rvk/p13HlrJ8P2DKNAlJYNwTeh7Swo01ntWMJEJOfzW5ouvocUQyJDJcSD31zY/RPEhAMKVOwN9b+Rho3J8PhZLJ//eZpdl0IAaFsuFz+2KYmdTqZRkiMqPoofj/zIxusbAePRHj9+8CNOOieVkxlturGJkftHUixSy+r7N6H9PCj1odqxhIlI92Jo586d7Ny5k5CQEPT/aSA3f/785H47kybFkFDF0/uw/Ss4u9p43y4HNPoJSncEE/rJ3JTp9QZm77/BL9suk6A3UMjNnj+6lqewu4Pa0cyKwWBgzdU1jDs6LrFr9eQ6kymevbja0VhzZQ1jDo+hzDMNS0MCoONiKN5a7VjCRKRrB+rvvvuORo0asXPnTh4+fMjjx49fuQkh0oCDO7SfAz3/NjZsfPYA1vWHRS3hwRW105kFjUZhYO2CrOhXFXdHHddCImg17SBrT95RO5pZURSFD70/fKVrdXff7vx15S/Vd+29aLpo/eJnco2sGRIpk+yRIU9PTyZMmED37t3TK5NJkZEhobr4WDg8Ffb+AvFRxn/wawyDmp+DpY3a6czCw4gYhq3058A1486ozpW8GNOqBNaWWpWTmZewmDC+OvAVe+7sAaBVwVaMrjIaW0tbVfLMOzuP307+Ru1wmPYoELr+BYUbqpJFmJ50HRmKjY2levXqKQ4nhEgmCytj4TP4CBRuDPo42PcLzKgG18yjOZ7aXO11LOpdmWENCqMosNLvNm2mH+Tmw2dqRzMrTjonfq/3O59V+AyNomHj9Y109e3KzbCbquR5MTKke/EzvWytFymU7GKob9++LF++PD2yCCHeJVs+6LIKOi4Bh5zw+CYsbQd/9jKuMRLvpNUoDGvgzZLeVchuZ8Wl4Ke0nHqAzWeC1I5mVjSKht4lezO30VyyW2fn2pNrdN7Uma0BWzM8y4uDWm2kGBKplKRpsuHDhyf+v16vZ9GiRZQuXZrSpUtjafnqHO3kyZPTPqWKZJpMmKSYp7B7LBydCQa9sXFjwzFQ3gc0yf4ZJ8u5Hx7NkBWnOHbTeOp9z2p5GdW8GDoLmTZLjgeRD/hi3xccv38cgC5FuzCi4ggsM6jfz09HfmLl5ZV0Co3nq7B7xs7ueapmyGsL05fmu8nq1q2bpBdWFIVdu3YlLaWZkGJImLR7/rBpGNw7ZbyfuzK0/A3cS6gYyjzEJ+iZtOMKf+y5DkCZ3E5M61IeLxd11r+Yq3h9PNNOTWPeuXkAlHYtzcTaE/G090z31/764Nesv7aeXo9iGR4eDH13Qe4K6f66wjxkuj5DAQEB/PDDD+zatYvg4GBy5sxJt27dGD16NFZWVm+9zsfHh0WLFr3yWJUqVThy5EiSX1uKIWHy9AnG3kQ7v4fYCONUQfUhUPtLWWCdBLsu3eezVacJi4rD0dqCSR3L0rC4u9qxzM7e23sZeWAkT2Of4qRzYlyNcdTMXTNdX/OLvV+wJWALHz+MZtDTEBiwDzzLpOtrCvORrguo1XDp0iX0ej2zZs3i/Pnz/Prrr8ycOZNRo0a999omTZoQFBSUePP19c2AxEJkII0WqgyAwcegaAvQx8OBX40LrK/vVjudyatX1B3fT2tS1suZ8Oh4+i0+zjjfi8Ql6N9/sUhU26s2q1uspnj24oTFhPHxzo+ZemoqCel4rExUgvFsMhvD898r2VovUsgsiqEmTZqwYMECGjVqRIECBWjVqhUjRoxg7dq1771Wp9Ph4eGReHNxccmAxEKowCkXdF4GnZf/u8B6SRtYO0AOf32PXM42rB5Qjd4f5Adg1r4bfDT7CEFhUSonMy+5HXKzpOkSOhXpBMDsM7MZsGNAuh32+mIBtZ3hecElC6hFCplFMfQmYWFhSSps9uzZg5ubG97e3vTr14+QkJB3Pj8mJobw8PBXbkKYlaLNYfBRqDwAUODMSphWCfxXgOnPiqvGykLDNy2L80fX8jjoLDh+6zHNpxxg35UHakczK1ZaK76q+hU/1/wZGwsbjgYfpePfHTkefDzNX+vF1nqbFychaKUYEiljlsXQ9evXmTp1KgMHDnzn85o2bcqyZcvYtWsXkyZNws/Pj3r16hETE/PWa8aNG4eTk1PizcvLK63jC5H+rB2h2QTo+w+4lYCoUFg/EJa0hccBaqczaU1LebJpaA1K5HQk9FksPRccY/J245EeIumaF2jOyuYrKehUkAdRD+i7vS/zz81Hb0i76cfoeGMx9O/IkEyTiZRRdQH1mDFj+O677975HD8/PypWrJh4/969e9SuXZvatWszd+7cZL1eUFAQefPmZeXKlbRr1+6Nz4mJiXmlWAoPD8fLy0sWUAvzlRAHh6bAnvGQEAOWtlB3NFQZKD9Jv0N0XALfb7rA8qOBAFQvmJ3fO5cjh4NO5WTmJTIuku+PfM/mG5sBqJO7Dj/WSJvDXlutb8XNsJvMuxdC5Zho+PwyOHik+vuKzMFsdpM9fPiQhw/fPZecL18+rK2tAWMhVLduXapUqcLChQvRpKCfSuHChenbty9ffvllkp4vu8lEpvHoOvz9KQTsN973LAutp4FHKVVjmbr1p+4yat1ZImMTyOGgY+pH5ahaILvascyKwWDgzyt/8vOxn4nTx5HLPheTak+ihGvqWkA0+qsRQc+CWHE3mJKxsfC/G2AnvzfCyGyKoeS4e/cudevWpUKFCixduhStNvnN0R49ekSuXLmYPXs2PXr0SNI1UgyJTMVggFNLYPtXEB1mXHD6wadQ6wuwtFY7ncm6FhLBx8tOcOV+BBoFPm9UhEG1C6LRKGpHMysXHl1g+J7h3I24i6XGki8rfUnHIh1RlJT9OtZeVZvQ6FDW3QmiUFwc/F8gWKd+xElkDplua/29e/eoU6cOXl5eTJw4kQcPHhAcHExwcPArzytatCjr1q0DICIighEjRnD48GECAgLYs2cPLVu2xNXVlbZt26rxNoRQn6JA+R4w2A+KtzZuw98/CWZ+ALcOqZ3OZBVys2f94A9oXz43egP8su0yvRf58fhZrNrRzErx7MVZ3XI1db3qEqeP48ejP/Ll/i+JjItM0feLijfu9rNO3Fov074iZcyiGNq+fTvXrl1j165d5M6dG09Pz8Tbyy5fvkxYWBgAWq2Ws2fP0rp1a7y9venZsyfe3t4cPnwYBwcHNd6GEKbDwR06LoZOS8HeAx5dgwVNYdNwiJYdlG9ia2XBxA6lmdC+NDoLDXsuP6D5lP2cuPVY7WhmxdHKkd/r/s7nFT5Hq2jZcnMLnTd35urjq8n6PgaDIXEBtXXi2WSygFqkjNlMk6lFpslEphf1BHZ8DScXG+875jYe6VG4oZqpTNrFoHA+XnaSmw+fYaFR+L+mRelTI3+Kp3uyqlMhpxixdwQhkSFYa635utrXtCrYKknXxibEUmGp8eiNwwG3sTcY4NsnxtFPIciE02RCiHRk4wytpkKPjeCcF8LvwLIPjc0aI0PVTmeSink6svGTD2hR2pN4vYEfN19kwJIThEXFqR3NrJRzK8efLf+kmmc1ohOiGX1gNGMOjUkc8XmXF1NkADqDAb2ilUJIpJgUQ0IIowK14ePDUPVjEps1Tq8MFzaoncwkOVhbMvWjcvzQugRWWg3bL9ynxdT9nL0TpnY0s+Ji7cIfDf7g4zIfo6Cw5uoauvl241b4rXdeF5NgbIGiGDRYAgZF1guJlJNiSAjxLys7aDIO+uwA1yLw7AGs7gGre0KEdGL+L0VR6F4tH2sGVcfLxYbboVG0/+MQSw4HICsQkk6r0TKo7CBmNZyFi7ULlx9fptOmTuy4teOt17wYPTKWQmDQJH+HsRAvSDEkhHidVyUYuB9qjgBFCxfWG0eJzv4lR3q8QancTmwaUpNGxd2JTdDz9YbzDF3pT0RMvNrRzEq1nNVY3WI15d3K8yzuGcP3DGf8sfHEJbw+/fhimkxrMI4I6RVZPC1SToohIcSbWeig/tfQfze4lzIe6bGmD6zsCk+D3399FuNkY8ms7hX4qnkxLDQKf5++R6upB7gULLvzksPdzp15jefRu2RvAJZeXErPrT25F3Hvlee9mCbTPC+GZFu9SA0phoQQ7+ZZBvrtMh7hobGEy5thehU4vUpGif5DURT61izAqgFV8XSy5sbDZ7SedpDVfrfVjmZWLDQWfFbhM6bWm4qjlSNnH56lw98d2HdnX+JzEqfJDMbpMYNsqxepIMWQEOL9LKyg9hcwYK+xOIp+Auv6w8ouMkr0BhXyurB5aE1qe+cgJl7PF2vO8Pnq00TGyrRZctTxqsPqlqspmb0k4bHhDN45mN9O/Ea8Pj7xxPoXI0MGOWdPpIIUQ0KIpHMvAX13Qr2vno8S+RrXEsko0Wtc7KxY4FOJ/zUugkaBNSfv0Gb6Qa6FPFU7mlnJZZ+LRU0X0aVoFwDmnZtH3+19uf3UONqm0T9fOC3TZCIVpOnie0jTRSHe4v4F2PAx3DtlvF+kObT41djdWrzi8PVHDF15igdPY7C10jKuXSlal82ldiyzsy1gG98e+pZncc8SH8sWlZt9wYeIdi6E9bATKqYTpkaaLgoh0p97cejzD9T7+t+1RDOqyI6zN6hWMDu+Q2tSvWB2ImMT+HSlP6PWnSU6LkHtaGalcb7GrGy+Eu9s3omPaQzGjzFFK2uGRMpJMSSESDmtBdQaAf33gEdpiHps3HG2ugc8e6h2OpOSw0HHkj5VGFq/MIoCy48G0m7GIQIePnv/xSJRPqd8LGu2jHaF2wFgF/P8J35ZQC1SQYohIUTqeZQ07jirM8q4duPiRuOOs4t/q53MpGg1CsMberOoV2Vc7Ky4EBROi6kH8D0bpHY0s2JtYc131b9jd8fd5HlUzPigjAyJVJBiSAiRNrSWUOdLY1HkVhwiH8KqbrC2v3HESCSq5Z0D36E1qZQvGxEx8Xy87CRjNp4nJl6mzZLD1cYVjd64Q0+myURqSDEkhEhbnmWM02Y1PgNFA2dWwYxqcPUftZOZFA8na1b0q8rA2gUBWHgogI4zD3M7NFLlZOYjQW9AYzAWkIpsrRepIMWQECLtWeigwRjovR2yF4KnQbCsPWz6DGIi1E5nMiy0Gv6vaVHm9ayIk40lp++E0XzKfnZcuK92NLMQl6DHghfFkIwMiZSTYkgIkX68KsGA/VBloPH+8fkw8wMIPKJuLhNTv5g7m4fWoKyXM+HR8fRbfJyxvheJS9CrHc2kxSbosVCMxZBGiiGRClIMCSHSl5UtNB0PPTaCkxc8DoD5TWDHNxAfo3Y6k5E7my2rB1Sj9wf5AZi97wadZx/h3pMolZOZrrh4PZYvRoYspBgSKSfFkBAiYxSoDYMOQtmugAEO/g5z6kHwObWTmQwrCw3ftCzOzG7lcbC24MStxzSfsp89l0PUjmaSYhP0WPB8AbVsrRepIMWQECLjWDtBmxnQeTnYusL9czCnLhz4DfSyk+qFJiU92TSkBiVzOfI4Mg6fBX78su0S8TJt9oq4eAMWPP81keM4RCpIMSSEyHhFm8PHR6BIM0iIhX++hYUtjFNoAoC82e34a2B1ulfNC8D03dfpOvco98OjVU5mOl4eGZI+QyI1pBgSQqjDPodxhKjVNLCyh8BD8EcNOLVMjvN4ztpSyw9tSjLlo3LYWWk5ejOU5lP2c/CadPeGV3eTyciQSA0phoQQ6lEUKN/duJYoTzWIfWo8/HVVN3j2SO10JqNVmZxsHFKDoh4OPIyIpdu8o/z2zxUS9Fm7aIxL+HcBtYwMidSQYkgIob5s+cBnM9T/1njG1KVNMKMqXNmudjKTUTCHPesHf0DnSl4YDPDbP1fpOf8YDyOy7o682Ph/t9bL2WQiNaQYEkKYBo0Wag6HfjshR1F4FgLLO8DmERArXZnBOG32c/vSTO5YBhtLLQeuPaTZ7/s5eiNrjqLFysiQSCNSDAkhTMuL4zyqDDLe95sDs2vDPX81U5mUduVzs/GTDyjsZk/I0xg+mnOE6buvoc9i02ZxCQa0iWuGtOqGEWZNiiEhhOmxtIGmP0O3tWDvAQ+vwNz6sH+ybMF/rrC7Axs++YB25XKhN8Av2y7Ta6Efoc9i1Y6WYeLiX15ALSNDIuWkGBJCmK5C9eHjw1CsJejjYed3sKglPAlUO5lJsLWyYFLHMoxvXwqdhYa9Vx7QfMp+TtwKVTtahjAuoJat9SL1pBgSQpg2WxfouARaTzduwb910LgF/+xfaiczCYqi0KlSHtYP/oACrnYEhUXTcdYRZu+7jiGTtyiIla31Io1IMSSEMH2KAuW6wcD9kLsSxITBmj6wph9Eh6mdziQU83Rk45AatCyTkwS9gbG+l+i3+DhPIjPvtFlsvB5LRRZQi9STYkgIYT5cCkCvrVD7/0DRwNnVxlGiwCNqJzMJ9joLpnQuy49tSmKl1fDPxRCaTzmA/+0nakdLF68uoJaRIZFyUgwJIcyL1gLqjjQWRc55ISwQFjSF3WMhIV7tdKpTFIVuVfOy9uPq5HGx5e6TKDrMPMSCgzcz3bTZqx2oZWRIpJzZFEOtWrUiT548WFtb4+npSffu3bl37947rzEYDIwZM4acOXNiY2NDnTp1OH/+fAYlFkKkqzxVYOABKN0ZDHrYO95YFMn5ZgCUzOXEpqE1aFrSg7gEA9/9fYFBS08SFhWndrQ0Exv/cp8hGRkSKWc2xVDdunVZvXo1ly9fZs2aNVy/fp0PP/zwnddMmDCByZMnM23aNPz8/PDw8KBhw4Y8ffo0g1ILIdKVtSO0mwXt54HOCe4cM06bnV6ldjKT4GhtyYyu5RnTsjiWWoWt54NpOfUA5+5mjnVWsTIyJNKIYjDTcdONGzfSpk0bYmJisLR8/S+BwWAgZ86cDBs2jC+//BKAmJgY3N3dGT9+PAMGDEjS64SHh+Pk5ERYWBiOjo5p+h6EEGnoSSCs7Q+Bh433S3WE5hPB2kndXCbi9O0nDF5+kjuPo7DSavi6RTG6Vc2LoihqR0ux3/65Qvm9vamlPQttZ0GZzmpHEiYkOZ/fZjMy9LLQ0FCWLVtG9erV31gIAdy8eZPg4GAaNWqU+JhOp6N27docOnTord87JiaG8PDwV25CCDPgnMd4vlnd0aBojYurZ9aA28fUTmYSyng5s3lITRoWdyc2Qc/XG84zZMUpnkab77RZXIIeLXrjHVlALVLBrIqhL7/8Ejs7O7Jnz05gYCAbNmx463ODg4MBcHd3f+Vxd3f3xK+9ybhx43Byckq8eXl5pU14IUT602ih9hfQe6uxOHoSCPObwJ7x0rkacLK1ZHb3CnzVvBgWGoVNZ4JoNe0gF+6Z5w99cQmGlw5qlWJIpJyqxdCYMWNQFOWdt+PHjyc+/3//+x+nTp1i+/btaLVaevTo8d7dEf8dAjYYDO8cFh45ciRhYWGJt9u3b6fuTQohMp5XZePi6lIdwJAAe8bCwhbwRP4+K4pC35oFWDWgGjmdrLn58BltZhxk+dFAs9ttZlxALR2oReqpWkp/8skndO787jnefPnyJf6/q6srrq6ueHt7U6xYMby8vDhy5AjVqlV77ToPDw/AOELk6emZ+HhISMhro0Uv0+l06HS6ZL4TIYTJsXaC9nOhUAPY/DkEHoKZH0DLKVCijdrpVFchbzY2D63J53+eZtelEEatO8vRm48Y27YUdjrzGGWRBdQiraj6J/5FcZMSL36CiYmJeePX8+fPj4eHBzt27KBcuXIAxMbGsnfvXsaPH5+ywEII81Oms3GkaE1fuHsC/uwJ13tCk3FgZad2OlVls7Nibo+KzNp3g4nbL7PB/x5n74Yxo2t5inqY/oaRONlaL9KIWawZOnbsGNOmTcPf359bt26xe/duunTpQsGCBV8ZFSpatCjr1q0DjEPBw4YNY+zYsaxbt45z587h4+ODra0tXbp0UeutCCHU4FIAem+DGsMBBU4ugtl1IOiM2slUp9EoDKpTkJX9q+LhaM2NB89oM/0gq4+b/pSiNF0UacUsiiEbGxvWrl1L/fr1KVKkCL1796ZkyZLs3bv3lSmty5cvExb2b/+ML774gmHDhvHxxx9TsWJF7t69y/bt23FwcFDjbQgh1KS1hAbfQo8N4OAJD6/A3PpwZCaY2VqZ9FApnwubh9aglncOouP0fPHXGT5ffZrIWNPt6i3HcYi0YrZ9hjKK9BkSIhN69gg2DIYrW4z3CzeGNjPALmXT9pmJXm9gxp5rTN5xBb0BCrvZM6NreQq7m94PkX0XHefb653x0jyAvjshd0W1IwkTkun7DAkhRKrYZYePVkDTX0Crg6vb4I8P4MYetZOpTqNR+KReYZb1rUoOBx1XQyJoNe0ga0/eUTvaa+IS9LK1XqQJKYaEEFmTokCV/tBvF7gWgYhgWNwG/vkOEsy3EWFaqVYwO75Da/JBoexExSUwfPVpvvjrNFGxptOvybhmSLbWi9STYkgIkbV5lIT+e6B8T8AAByYbGzXKga/kcNCxuHcVPmvgjaLA6uN3aDvjINcfRKgdDTAWQ5aygFqkASmGhBDCyhZaTYEOC40Hvt49DjNrwrk1aidTnVaj8GmDwizrUwVXex2Xgp/ScuoBNvjfVTsasQmGl47j0KobRpg1KYaEEOKFEm1h0AHwqgIx4fBXb9jwCcQ+UzuZ6qoXcsV3aA2qFnAhMjaBT1f6M2rdWaLj1Js2kw7UIq1IMSSEEC9zzgM+vlDrf4ACp5YYexIFn1M7mercHK1Z1rcqQ+sVQlFg+dFA2s44xM2H6hSL0mdIpBUphoQQ4r+0FlDvK+i58d+eRHPqwbE5Wb4nkVajMLxRERb1qkx2OysuBoXTcuoBNp25l+FZ4uITsFCeT5PJyJBIBSmGhBDibfLXgoEHwbsJJMSA7whY1Q0iQ9VOprpa3jnYPLQmlfO5EBETzyfLT/H1+nMZOm1miI/9945srRepIMWQEEK8i112+GglNPkZtFZwaZNxcfWtw2onU52HkzXL+1Xh4zoFAVhy5BYfzjzErUcZM22WkPBSd2wZGRKpIMWQEEK8j6JA1UHQZwe4FITwO7CwGez9BfSm03dHDRZaDV80KcqCXpXIZmvJubvhtJhygC1ng9L9tQ0v94OSkSGRClIMCSFEUuUsCwP2QulOYNDD7h9hcWsIT/8PflNXt4gbvp/WpGLebDyNiWfQspOM2XiemPj0KxZfLYZkZEiknBRDQgiRHDoHaDcb2swESzsI2A8zP4CrO9ROpjpPJxtW9K/KgNoFAFh4KIAOMw9zOzQyfV7weTFkUDSgkY8zkXLyp0cIIVKi7EfGUSKPUhD5CJZ9CNtGw8uLerMgS62GkU2LMa9nRZxtLTlzJ4xmU/az9Vxwmr6OXm9A0T9fMySjQiKVpBgSQoiUci0Mff6BygOM9w9Pg/mNIPSGurlMQP1i7mweWpNyeZx5Gh3PwKUn+P7vC8TG69Pk+8e+fEirVtYLidSRYkgIIVLD0hqaTYDOy8HaGe6dgpm15CgPIJezDasHVKNfzfwAzD94kw6z0mba7NWGi1IMidSRYkgIIdJC0eYw6CDkqQaxT41HeWwcCrHptF7GTFhqNYxuXpw5PSriaG3B6dtPaD5lPzsu3E/V941LMEj3aZFmpBgSQoi04pQbem769yiPk4uMnatDLqqdTHUNixunzcp4ORMeHU+/xcf5afMF4hJSNm328on1ivQYEqkkxZAQQqSlF0d59NgA9u7w4KLxbLMTC7P8UR5eLrb8OaAavT8wTpvN2X+TjrMOc/dJVLK/V2y8HgtkAbVIG1IMCSFEeihQ23iUR8H6EB8Nf38Ka/pAdLjayVRlZaHhm5bFmdmtAg7WFpwKNE6b7bqUvGmz2JfXDMkCapFKUgwJIUR6sc8BXf+CBt8ZF/meWwOzasHdk2onU12Tkh74Dq1J6dxOPImMo/fC44zbcjHJ02bGBdTPnysLqEUqSTEkhBDpSaOBGsOg11ZwygOPb8K8RnB4ukybudjy58Bq+FTPB8CsvTf4aPYRgsLeP20WF2/AQpFpMpE2pBgSQoiM4FUJBu6DYi1BHwfbRsGKjyAyVO1kqtJZaBnTqgQzupbHQWfB8VuPaT7lAHsuh7zzutiXFlDLNJlILSmGhBAio9hkg45LoNlE0OrgyhaYWQNuHVI7meqalfJk09AalMzlSOizWHwW+DFh6yXi3zJt9mqfIRkZEqkjxZAQQmQkRYHK/aDvP5C9EITfhYXNYe8voE+/Q03NQd7sdvw1sDrdq+YFYMae63SZc5TgsOjXnmvcTfZiZEiKIZE6MraYRhISEoiLi3v/E0WasrS0RKvVqh1DiOTzLA3998Lmz+HMStj9o/HQ13ZzwMFd7XSqsbbU8kObklTO78LItWc5FhBK8yn7+bVTWWp550h8nnSgFmlJ/gSlksFgIDg4mCdPnqgdJctydnbGw8MDRVHUjiJE8ujsod0syF8LfEfAzb0w8wNoNxsK1lM7napalslJyVxODF52kgtB4fRccIxP6hbi0/qFsdBqpBgSaUr+BKXSi0LIzc0NW1tb+UDOQAaDgcjISEJCjAstPT09VU4kRAqV6wq5K8KfPhByAZa0g5rDoc6oLL04OL+rHWs/rs4Pmy6w7GggU3dd49jNUKZ8VI7YBAOWL3aTyTSZSKWs+7csDSQkJCQWQtmzZ1c7TpZkY2MDQEhICG5ubjJlJsxXjiLQbxdsHQknFsD+SRBwED6cZzzmI4uyttTyU9tSVCmQnZFrznD0ZijNft9PvaJusoBapBlZQJ0KL9YI2draqpwka3vx6y9rtoTZs7SBlr/BhwtA5wi3jxh3m13eonYy1bUqk5O/h9SgqIcDj57F8ueJO9KBWqQZKYbSgEyNqUt+/UWmU7IdDNgLnmUh6jGs6AxbR0F8rNrJVFUghz3rB3/AR5XzAPzbZ0hGhkQqSTEkhBCmyKUA9NkOVT823j8yHeY3gtCb6uZSmbWllnHtSvFbp7K42z8fEZIF1CKVzKYYatWqFXny5MHa2hpPT0+6d+/OvXv33nmNj48PiqK8cqtatWoGJTZdderUYdiwYWrHEEK8j4UOmoyDzivA2hnunTKebXZ+ndrJVNemXC4G1PAy3pFpMpFKZlMM1a1bl9WrV3P58mXWrFnD9evX+fDDD997XZMmTQgKCkq8+fr6ZkBakRpnz56ldu3a2NjYkCtXLr7//nsMWfwMJ5HFFW0GAw+AVxWICTfuOts0HOJeb0aYpSTI2WQibZhNOf3ZZ58l/n/evHn5v//7P9q0aUNcXByWlm//i6DT6fDw8MiIiCIZ3vb7Fh4eTsOGDalbty5+fn5cuXIFHx8f7Ozs+Pzzz1VIKoSJcPYCn82w+yc48Cscnwe3j0KHheBaWO106tA/3zQhW+tFKpnNyNDLQkNDWbZsGdWrV39nIQSwZ88e3Nzc8Pb2pl+/fok9ad4mJiaG8PDwV26Z3dKlS6lYsSIODg54eHjQpUuXxF8ng8FAoUKFmDhx4ivXnDt3Do1Gw/Xr1wEICwujf//+uLm54ejoSL169Th9+nTi88eMGUPZsmWZP38+BQoUQKfTvXG0Z9myZURHR7Nw4UJKlixJu3btGDVqFJMnT5bRISG0ltBgDHRbA7aucP8czKoNp1epnUwdCc+LIRkZEqlkVsXQl19+iZ2dHdmzZycwMJANGza88/lNmzZl2bJl7Nq1i0mTJuHn50e9evWIiYl56zXjxo3Dyckp8ebl5ZWsjAaDgcjY+Ay/paZQiI2N5YcffuD06dOsX7+emzdv4uPjAxh3avXu3ZsFCxa8cs38+fOpWbMmBQsWxGAw0Lx5c4KDg/H19eXEiROUL1+e+vXrExr674nc165dY/Xq1axZswZ/f/83Zjl8+DC1a9dGp9MlPta4cWPu3btHQEBAit+jEJlKoQbGabN8NSHuGazrDxsGQ+wztZNlLP2LpotmM8khTJRiUPHH7TFjxvDdd9+98zl+fn5UrFgRgIcPHxIaGsqtW7f47rvvcHJyYtOmTUneWh0UFETevHlZuXIl7dq1e+NzYmJiXimWwsPD8fLyIiwsDEdHx1eeGx0dzc2bN8mfPz/W1tYARMbGU/ybbUnKk5YufN8YW6uk/YNQp04dypYty2+//fbGr/v5+VG5cmWePn2Kvb09QUFBeHl5cejQISpXrkxcXBy5cuXil19+oWfPnuzatYu2bdsSEhLyShFTqFAhvvjiC/r378+YMWMYO3Ysd+/eJUeOHG98XYBGjRqRL18+Zs+enfjYvXv3yJUrF4cOHaJatWqvXfOm3wchsgR9Auz7Bfb8DBggR1HjtJlbMbWTZYwtX8LRmVDzc6j/jdpphIkJDw/HycnpjZ/f/6VqOf3JJ5/QuXPndz4nX758if/v6uqKq6sr3t7eFCtWDC8vL44cOfLGD8g38fT0JG/evFy9evWtz9HpdK98oGcFp06dYsyYMfj7+xMaGoperwcgMDCQ4sWL4+npSfPmzZk/fz6VK1dm06ZNREdH06FDBwBOnDhBRETEa124o6KiEqfRwLjW612F0Av/LW5f1OvST0iI/9Booc7/Qd7qsKYfPLgEs+tCswlQrjtk9r8zMk0m0oiqxdCL4iYlXnxAvmvK678ePXrE7du30/UMKxtLLRe+b5xu3/9dr5sSz549o1GjRjRq1IilS5eSI0cOAgMDady4MbGx/zZ469u3L927d+fXX39lwYIFdOrUKbHzs16vx9PTkz179rz2/Z2dnRP/387O7r15PDw8CA4OfuWxF+uX3N2z7kneQrxT/lrGabN1A+D6Ttg4BG7uhxaTQeegdrr0k7iAWqbJROqYxZ+gY8eOcezYMWrUqEG2bNm4ceMG33zzDQULFnxlVKho0aKMGzeOtm3bEhERwZgxY2jfvj2enp4EBAQwatQoXF1dadu2bbplVRQlydNVpuDSpUs8fPiQn3/+OXF91PHjx197XrNmzbCzs+OPP/5gy5Yt7Nu3L/Fr5cuXJzg4GAsLi1dG8lKiWrVqjBo1itjYWKysrADYvn07OXPmTPX3FiJTs88BXf+Cg7/Brh/h7Gq4d9I4beZRSu106UO21os0YhYLqG1sbFi7di3169enSJEi9O7dm5IlS7J3795XprQuX75MWFgYAFqtlrNnz9K6dWu8vb3p2bMn3t7eHD58GAeHTPyTUjLlyZMHKysrpk6dyo0bN9i4cSM//PDDa8/TarX4+PgwcuRIChUq9EoR2qBBA6pVq0abNm3Ytm0bAQEBHDp0iK+++uqNhdW7dOnSBZ1Oh4+PD+fOnWPdunWMHTuW4cOHyzSZEO+j0RhPu/fZDI654NE1mFMf/OZBZtyNKVvrRRoxiyGMUqVKsWvXrvc+7+W14DY2NmzblvELmc1Njhw5WLhwIaNGjWLKlCmUL1+eiRMn0qpVq9ee26dPH8aOHUvv3r1feVxRFHx9fRk9ejS9e/fmwYMHeHh4UKtWrWRPbTk5ObFjxw4GDx5MxYoVyZYtG8OHD2f48OGpep9CZCl5qxmnzdYPgitbYfNwCNgPLX8Haye106WdF7vJ5DgOkUqq7iYzB+9ajZ7VdjEdPHiQOnXqcOfOHZNav5PVfh+ESDKDAQ5Pg3/GGAuHbPmM02Y5y6kcLI2s7AqXNkHzyVCpj9pphIlJzm4ys5gmE+qKiYnh2rVrfP3113Ts2NGkCiEhxDsoClQfAr23gVMeeBwA8xrB0VmZY9ossc+QTJOJ1JFiSLzXihUrKFKkCGFhYUyYMEHtOEKI5MpdEQbug6ItICEWtnwBq7pB1GO1k6WObK0XaUSKIfFePj4+JCQkcOLECXLlyqV2HCFESthkg05Locl40FoZp5dm1oI7ydvkYFJkAbVII1IMCSFEVqEoUHUg9NluXD8UFgjzG8OhqeY5baZPMP5Xk7I+a0K8IMWQEEJkNTnLwYB9UKKtcd3N9q9gRWeIDH3/taZEpslEGpFiSAghsiJrJ/hwgXEnllZn3II/syYEHlU7WdLJNJlII1IMCSFEVqUoxi3pff8Bl4IQfgcWNIUDv8LzMwpNWoL0GRJpQ4ohIYTI6jxLw4C9UKoDGBKMfYmWd4RnD9VO9m4yMiTSiBRDQgghjAe6tpsDLaeAhTVc2wEza0DAQbWTvZ1eziYTaUOKoSyoTp06DBs2TO0YQghToyhQoSf02wWu3vA0CBa1gH2/mOa0WeICapkmE6kjxZAwKdHR0fj4+FCqVCksLCxo06aN2pGEyHrcS0C/3VDmIzDoYdePsLQdRISonexViR2opRgSqSPFkFBFXFzcGx9PSEjAxsaGoUOH0qBBgwxOJYRIpLOHtjOh9QywsIEbu43TZjf3qZ3sX7K1XqQRKYYES5cupWLFijg4OODh4UGXLl0ICTH+BGgwGChUqBATJ0585Zpz586h0Wi4fv06AGFhYfTv3x83NzccHR2pV68ep0+fTnz+mDFjKFu2LPPnz6dAgQLodDredEawnZ0df/zxB/369cPDwyMd37UQIknKdYX+eyBHUYi4D4tbw57x/zY8VJMsoBZpRIqhtGYwQOyzjL+lontsbGwsP/zwA6dPn2b9+vXcvHkTHx8fABRFoXfv3ixYsOCVa+bPn0/NmjUpWLAgBoOB5s2bExwcjK+vLydOnKB8+fLUr1+f0NB/m7hdu3aN1atXs2bNGvz9/VOcVwiRwdyKGtcRle1mnDbbMxaWtIGn99XNJVvrRRqRP0FpLS4SxubM+NcddQ+s7FJ0ae/evRP/v0CBAkyZMoXKlSsTERGBvb09vXr14ptvvuHYsWNUrlyZuLg4li5dyi+//ALA7t27OXv2LCEhIeh0OgAmTpzI+vXr+euvv+jfvz9gLLqWLFlCjhw5UvlmhRAZzsoO2kyH/DVh03DjdNnMGtB+DhSoo04mvRRDIm3IyJDg1KlTtG7dmrx58+Lg4ECdOnUACAwMBMDT05PmzZszf/58ADZt2kR0dDQdOnQA4MSJE0RERJA9e3bs7e0Tbzdv3kycRgPImzevFEJCmLsynY3TZm4l4FkILG4Du35SZ9pMpslEGpFyOq1Z2hpHadR43RR49uwZjRo1olGjRixdupQcOXIQGBhI48aNiY2NTXxe37596d69O7/++isLFiygU6dO2NoaX1Ov1+Pp6cmePXte+/7Ozs6J/29nl7KRKyGEicnhDf12wpYv4eQi2DcBbh2C9nPB0TNjMhgM0mdIpBkphtKaoqR4ukoNly5d4uHDh/z88894eXkBcPz48dee16xZs8TFzVu2bGHfvn93lJQvX57g4GAsLCzIly9fRkUXQqjJ0gZaTYF8NWHTMLh1wDht1m4WFMqAnaAvCiGQrfUi1WSaLIvLkycPVlZWTJ06lRs3brBx40Z++OGH156n1Wrx8fFh5MiRFCpUiGrVqiV+rUGDBlSrVo02bdqwbds2AgICOHToEF999dUbC6v3uXDhAv7+/oSGhhIWFoa/v78suBbCVJXuAP33gnspiHwIS9vDzu//XdycXhJeas8hI0MilaQYyuJy5MjBwoUL+fPPPylevDg///zza9voX+jTpw+xsbGvLLgG444zX19fatWqRe/evfH29qZz584EBATg7u6e7EzNmjWjXLly/P333+zZs4dy5cpRrly5FL0/IUQGcC1kPOy14vN/G/ZPgkUtITwdlwy8MjIkxZBIHcXwpmYvIlF4eDhOTk6EhYXh6Oj4yteio6O5efMm+fPnx9raWqWEGefgwYPUqVOHO3fupKjISS9Z7fdBCJN2bg1s/BRin4Jtdmg7Gwqnw7RZZChMyG/8/29CQaNN+9cQZu1dn9//JSND4r1iYmK4du0aX3/9NR07djSpQkgIYWJKtocBe8GjNEQ+gmXt4Z8xaT9tljhNpkghJFJNiiHxXitWrKBIkSKEhYUxYcIEteMIIUxd9oLQZwdU6mu8f+BXWNgcwu6k3WvItnqRhqQYEu/l4+NDQkICJ06cIFeuXGrHEUKYA0traD4JOiwEnSPcPmLcbXZlW9p8fzmXTKQhKYaEEEKknxJtjdNmnmUg6jEs7wjbv3p1N1hKvGjyKNvqRRqQYkgIIUT6cilgnDarPMB4/9BUWNAMntxO+fd8MU0mR3GINCDFkBBCiPRnoYNmE6DjYtA5wZ1jxmmzy1tS9v1kmkykISmGhBBCZJzirY3TZjnLQfQTWNEZto1O/rSZLKAWaUiKISGEEBnLJT/03gZVBhnvH54GC5rCk8Ckf48EObFepB0phoQQQmQ8Cx00/Rk6LQVrJ7jjBzNrwqXNSbteRoZEGjK7YigmJoayZcuiKMp7z6syGAyMGTOGnDlzYmNjQ506dTh//nzGBDVhderUYdiwYWrHEEIIKNYSBuyHXBWM02Yru8DWURAf++7r5MR6kYbMrhj64osvyJkzZ5KeO2HCBCZPnsy0adPw8/PDw8ODhg0b8vTp03ROKVJqz549tG7dGk9PT+zs7ChbtizLli1TO5YQIj1lywu9tkLVwcb7R6bDgibw+Nbbr0mcJpPu0yL1zKoY2rJlC9u3b3/rQaIvMxgM/Pbbb4wePZp27dpRsmRJFi1aRGRkJMuXL8+AtOJd4uLevFjy0KFDlC5dmjVr1nDmzBl69+5Njx49+PvvvzM4oRAiQ1lYQZOx0Hm5cdrs7gmYVRMubnrz82WaTKQhsymG7t+/T79+/ViyZAm2trbvff7NmzcJDg6mUaNGiY/pdDpq167NoUOH3npdTEwM4eHhr9wyu6VLl1KxYkUcHBzw8PCgS5cuhISEAMaislChQq8VoOfOnUOj0XD9+nUAwsLC6N+/P25ubjg6OlKvXj1Onz6d+PwxY8ZQtmxZ5s+fT4ECBdDpdLzpjOBRo0bxww8/UL16dQoWLMjQoUNp0qQJ69atS8dfASGEySjaHAYegFwVIToMVnWFLf/3+rSZbK0XacgsiiGDwYCPjw8DBw6kYsWKSbomODgY4LVDRd3d3RO/9ibjxo3Dyckp8ebl5ZXsrJFxkRl+e1NhkVSxsbH88MMPnD59mvXr13Pz5k18fHwAUBSF3r17s2DBgleumT9/PjVr1qRgwYIYDAaaN29OcHAwvr6+nDhxgvLly1O/fn1CQ0MTr7l27RqrV69mzZo1713v9bKwsDBcXFxS/P6EEGbGOQ/02gLVPjHeP/oHzG8MjwP+fY6MDIk0pOqexDFjxvDdd9+98zl+fn4cOnSI8PBwRo4cmezXUBTllfsGg+G1x142cuRIhg8fnng/PDw8WQVRVHwUVZZXSXbO1Dra5Si2lu8fMXuT3r17J/5/gQIFmDJlCpUrVyYiIgJ7e3t69erFN998w7Fjx6hcuTJxcXEsXbqUX375BYDdu3dz9uxZQkJC0Ol0AEycOJH169fz119/0b9/f8BYdC1ZsoQcOXIkOdtff/2Fn58fs2bNStF7E0KYKQsraPwT5P0A1g+CeydhZi1oPQ2Kt/r3OA7ZWi/SgKp/ij755BM6d+78zufky5ePH3/8kSNHjiR+0L5QsWJFunbtyqJFi167zsPDAzCOEHl6eiY+HhIS8tpo0ct0Ot1rr5PZnTp1ijFjxuDv709oaCh6vR6AwMBAihcvjqenJ82bN2f+/PlUrlyZTZs2ER0dTYcOHQA4ceIEERERZM+e/ZXvGxUVlTiNBpA3b95kFUJ79uzBx8eHOXPmUKJEiTR4p0L8f3v3HhRV+f8B/L2tgnLbFbkILLqkgKLIVR1MU9MgSRm8Zw0XkUa6IVNGOmraVF6aMW9lv9FGMLO8zdCUkcoUFweVFLWmxixKQmERSYUFfkiy5/sHX/bbxm132eWwnvdrhhnP8zzn7Gf5eNyPz3nOHrI5o2OBtDPA8ZS22++PJgCT0gD30W39LIbIAkT9W+Tm5gY3N7cex+3atQvvvPOOfruqqgoxMTE4cuQIJk3qfBbGz88Pw4YNQ15eHsLCwgC0zUwUFhZi69atlnkDnRg8YDBKni2x2vG7e11zNDY2Ijo6GtHR0fj000/h7u6OiooKxMTEoKXlf9foU1NTkZCQgO3btyMrKwtLlizRr93S6XTw8vJCQUFBh+MrlUr9nx0dHY2Oq7CwEHPnzsX777+PxMREs94bET0k2i+bfftW23PNSv4PGPjff094mYwswCZK6uHDhxtsOzk5AQBGjhwJlUqlbx89ejQ2b96MefPmQSaTISMjA5s2bYK/vz/8/f2xadMmODg44Nlnn7VarDKZzOzLVWL45ZdfUFtbiy1btugvB168eLHDuNjYWDg6OuKjjz7CN998g6KiIn1feHg4qqurMWDAAKjV6l7HVFBQgDlz5mDr1q36S2xEJHHygUD0O8CIKcAXacD/321r58wQWYBNLKA21rVr11BXV6ffzszMREZGBl588UVERkaisrISp0+fhrOzs4hR9i/Dhw+HnZ0ddu/ejT/++ANffvkl3n777Q7j5HI5kpOTsWbNGowaNQpRUVH6vlmzZiEqKgrx8fE4deoUysvLcfbsWaxbt67Twqo7BQUFePrpp5Geno4FCxaguroa1dXVBguxiUjCAp9q+5JG1cS2bWev7scTGcEmiyG1Wg1BEBAaGmrQ3n7XWTuZTIaNGzdCo9GgubkZhYWFGDduXN8G28+5u7sjOzsbx44dQ1BQELZs2dLl9zgtX74cLS0tBguugbbfc25uLh5//HGkpKQgICAAzzzzDMrLy7tdn9WZ7OxsNDU1YfPmzfDy8tL/zJ8/3+z3SEQPGaUvsCwXSMgBZr4pdjT0EJAJvbknWwLq6+uhUChQV1cHFxcXg77m5mZcv34dfn5+GDRokEgR9p3i4mJMnz4dN2/eNLnIsSap5YGIiHrW3ef3v/FiK/Xo/v37uHHjBtavX4/Fixf3q0KIiIiot2zyMhn1rc8//xyBgYGoq6vDe++9J3Y4REREFsViiHqUnJyM1tZWlJaWwsfHR+xwiIiILIrFEBEREUkaiyEL4Bp0cfH3T0REvcFiqBcGDmz75tOmpiaRI5G29t9/ez6IiIhMwbvJekEul0OpVKKmpgYA4ODg0O1DYMmyBEFAU1MTampqoFQqIZfLxQ6JiIhsEIuhXmp/IGx7QUR9T6lU6vNARERkKhZDvSSTyeDl5QUPDw/8/fffYocjOQMHDuSMEBER9QqLIQuRy+X8UCYiIrJBXEBNREREksZiiIiIiCSNxRARERFJGtcM9aD9C/3q6+tFjoSIiIiM1f65bcwX87IY6oFWqwUA+Pr6ihwJERERmUqr1UKhUHQ7RibwWQbd0ul0qKqqgrOzs8EXKk6YMAEXLlzodJ/O+jprq6+vh6+vL27cuAEXFxfLB2+C7t5PXx3LlP2MGdvTmK76jW1/WPPXm+Mxh+aTYg7N6WMOLbufueeYMf3GfBZaM3+CIECr1cLb2xuPPNL9qiDODPXgkUcegUql6tAul8u7TFxnfd2Nd3FxEf0k7i6+vjqWKfsZM7anMV31m9r+sOWvN8djDs0nxRya08ccWnY/c88xY/pN+Sy0Vv56mhFqxwXUZnrppZdM6utufH9gyfjMPZYp+xkztqcxXfWb2t4fWDo25rDvSTGH5vQxh5bdz9xzzJh+W/os5GUyEdXX10OhUKCurk70/9GQ6Zg/28cc2j7m0Lb1l/xxZkhE9vb22LBhA+zt7cUOhczA/Nk+5tD2MYe2rb/kjzNDREREJGmcGSIiIiJJYzFEREREksZiiIiIiCSNxRARERFJGoshIiIikjQWQzZi3rx5GDJkCBYuXCh2KGSkEydOIDAwEP7+/vj444/FDofMwPPOdt24cQPTp09HUFAQxo8fj2PHjokdEplIq9ViwoQJCA0NRXBwMPbt22e11+Kt9TYiPz8fDQ0NOHDgAI4fPy52ONSDBw8eICgoCPn5+XBxcUF4eDhKSkrg6uoqdmhkAp53tkuj0eDWrVsIDQ1FTU0NwsPDce3aNTg6OoodGhmptbUV9+/fh4ODA5qamjBu3DhcuHABQ4cOtfhrcWbIRsyYMQPOzs5ih0FG+v777zF27Fj4+PjA2dkZsbGxOHXqlNhhkYl43tkuLy8vhIaGAgA8PDzg6uqKO3fuiBsUmUQul8PBwQEA0NzcjNbWVlhr/obFkAUUFRVh7ty58Pb2hkwmwxdffNFhzJ49e+Dn54dBgwYhIiICZ86c6ftAyWi9zWlVVRV8fHz02yqVCpWVlX0ROv0Xz0vbZsn8Xbx4ETqdDr6+vlaOmv7JEjm8d+8eQkJCoFKpkJmZCTc3N6vEymLIAhobGxESEoIPPvig0/4jR44gIyMDa9euxeXLlzF16lTMnj0bFRUV+jEREREYN25ch5+qqqq+ehv0D73NaWf/e5HJZFaNmQxZ4rwk8Vgqf3/99RcSExOxd+/evgib/sESOVQqlfjhhx9w/fp1fPbZZ7h165Z1ghXIogAIOTk5Bm0TJ04U0tLSDNpGjx4trF692qRj5+fnCwsWLOhtiGQic3JaXFwsxMfH6/vS09OFQ4cOWT1W6lxvzkued+IzN3/Nzc3C1KlThU8++aQvwqRuWOKzMS0tTTh69KhV4uPMkJW1tLSgtLQU0dHRBu3R0dE4e/asSFFRbxiT04kTJ+Knn35CZWUltFotcnNzERMTI0a41Amel7bNmPwJgoDk5GQ88cQTSEhIECNM6oYxObx16xbq6+sBtD3dvqioCIGBgVaJZ4BVjkp6tbW1aG1thaenp0G7p6cnqqurjT5OTEwMLl26hMbGRqhUKuTk5GDChAmWDpeMYExOBwwYgG3btmHGjBnQ6XTIzMy0yh0QZB5jz0ued/2TMfkrLi7GkSNHMH78eP1alYMHDyI4OLivw6VOGJPDmzdvYvny5RAEAYIg4OWXX8b48eOtEg+LoT7y7/UigiCYtIaEdyL1Pz3lNC4uDnFxcX0dFpmgpxzyvOvfusvflClToNPpxAiLTNBdDiMiInDlypU+iYOXyazMzc0Ncrm8wyxQTU1Nh4qYbANzavuYQ9vG/Nm+/pZDFkNWZmdnh4iICOTl5Rm05+XlYfLkySJFRb3BnNo+5tC2MX+2r7/lkJfJLKChoQFlZWX67evXr+PKlStwdXXF8OHD8eqrryIhIQGRkZGIiorC3r17UVFRgbS0NBGjpu4wp7aPObRtzJ/ts6kcWuUeNYnJz88XAHT4SUpK0o/58MMPhREjRgh2dnZCeHi4UFhYKF7A1CPm1PYxh7aN+bN9tpRDPpuMiIiIJI1rhoiIiEjSWAwRERGRpLEYIiIiIkljMURERESSxmKIiIiIJI3FEBEREUkaiyEiIiKSNBZDREREJGkshohIFAUFBZDJZLh3716fv7ZMJoNMJoNSqex23MaNGxEaGtonMbW/XntsO3bs6LPXJZI6FkNEZHXTp09HRkaGQdvkyZOh0WigUChEiSkrKwu//vqrKK/dlVWrVkGj0UClUokdCpGk8EGtRCQKOzs7DBs2TLTXVyqV8PDwEO31O+Pk5AQnJyfI5XKxQyGSFM4MEZFVJScno7CwEDt37tRfAiovL+9wmSw7OxtKpRInTpxAYGAgHBwcsHDhQjQ2NuLAgQNQq9UYMmQIXnnlFbS2tuqP39LSgszMTPj4+MDR0RGTJk1CQUGBWbFu2bIFnp6ecHZ2xvLly9Hc3GzQf+HCBTz55JNwc3ODQqHAtGnTcOnSJX1/SkoK5syZY7DPgwcPMGzYMOzfvx8AcPz4cQQHB2Pw4MEYOnQoZs2ahcbGRrPiJSLLYDFERFa1c+dOREVF4fnnn4dGo4FGo4Gvr2+nY5uamrBr1y4cPnwYJ0+eREFBAebPn4/c3Fzk5ubi4MGD2Lt3L44fP67fZ9myZSguLsbhw4fx448/YtGiRXjqqafw22+/mRTn0aNHsWHDBrz77ru4ePEivLy8sGfPHoMxWq0WSUlJOHPmDM6fPw9/f3/ExsZCq9UCAFJTU3Hy5EloNBr9Prm5uWhoaMDixYuh0WiwdOlSpKSk4OrVq/r3x+dlE4ms9w++JyLq3rRp04SVK1catOXn5wsAhLt37wqCIAhZWVkCAKGsrEw/ZsWKFYKDg4Og1Wr1bTExMcKKFSsEQRCEsrIyQSaTCZWVlQbHnjlzprBmzZou4wEg5OTkGLRFRUUJaWlpBm2TJk0SQkJCujzOgwcPBGdnZ+Grr77StwUFBQlbt27Vb8fHxwvJycmCIAhCaWmpAEAoLy/v8piCIAgjRowQtm/f3u0YIrIczgwRUb/h4OCAkSNH6rc9PT2hVqvh5ORk0FZTUwMAuHTpEgRBQEBAgH69jZOTEwoLC/H777+b9NpXr15FVFSUQdu/t2tqapCWloaAgAAoFAooFAo0NDSgoqJCPyY1NRVZWVn68V9//TVSUlIAACEhIZg5cyaCg4OxaNEi7Nu3D3fv3jUpTiKyPC6gJqJ+Y+DAgQbbMpms0zadTgcA0Ol0kMvlKC0t7bDo+J8FlKUkJyfj9u3b2LFjB0aMGAF7e3tERUWhpaVFPyYxMRGrV6/GuXPncO7cOajVakydOhUAIJfLkZeXh7Nnz+L06dPYvXs31q5di5KSEvj5+Vk8XiIyDmeGiMjq7OzsDBY9W0pYWBhaW1tRU1ODUaNGGfyYeqfamDFjcP78eYO2f2+fOXMG6enpiI2NxdixY2Fvb4/a2lqDMUOHDkV8fDyysrKQlZWFZcuWGfTLZDI89thjeOutt3D58mXY2dkhJyfHpFiJyLI4M0REVqdWq1FSUoLy8nI4OTnB1dXVIscNCAjAc889h8TERGzbtg1hYWGora3Fd999h+DgYMTGxhp9rJUrVyIpKQmRkZGYMmUKDh06hJ9//hmPPvqofsyoUaNw8OBBREZGor6+Hq+//joGDx7c4VipqamYM2cOWltbkZSUpG8vKSnBt99+i+joaHh4eKCkpAS3b9/GmDFjeveLIKJe4cwQEVndqlWrIJfLERQUBHd3d4M1Nr2VlZWFxMREvPbaawgMDERcXBxKSkq6vGOtK0uWLMGbb76JN954AxEREfjzzz/xwgsvGIzZv38/7t69i7CwMCQkJCA9Pb3T7yqaNWsWvLy8EBMTA29vb327i4sLioqKEBsbi4CAAKxbtw7btm3D7NmzzXvzRGQRMkHgPZ1EJC0ymQw5OTmIj4+3yvGbmprg7e2N/fv3Y/78+Sbvr1arkZGR0eFbu4nIOjgzRESStHTpUos/9kKn06Gqqgrr16+HQqFAXFycSftv2rQJTk5OFp05I6KecWaIiCSnrKwMQNvdXZa8i6u8vBx+fn5QqVTIzs7GzJkzTdr/zp07uHPnDgDA3d1dtOe2EUkNiyEiIiKSNF4mIyIiIkljMURERESSxmKIiIiIJI3FEBEREUkaiyEiIiKSNBZDREREJGkshoiIiEjSWAwRERGRpLEYIiIiIkn7D6NLfEebWP5dAAAAAElFTkSuQmCC", + "image/png": 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", "text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -190,12 +209,14 @@ "ml.solve()\n", "t = np.logspace(-1, 3, 100)\n", "h = ml.head(50, 0, t)\n", + "plt.figure(figsize=(8, 3))\n", "plt.semilogx(t, h[0], label=\"layer 0\")\n", "plt.semilogx(t, h[1], label=\"layer 1\")\n", "plt.semilogx(t, h[2], label=\"layer 2\")\n", "plt.legend(loc=\"best\")\n", "plt.ylabel(\"head [m]\")\n", - "plt.xlabel(\"time [days]\")" + "plt.xlabel(\"time [days]\")\n", + "plt.grid()" ] }, { @@ -221,9 +242,9 @@ }, { "data": { - "image/png": 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", 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", "text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -231,6 +252,7 @@ } ], "source": [ + "plt.figure(figsize=(8, 3))\n", "h = w.headinside(t)\n", "plt.semilogx(t, h[0], label=\"res=0\") # head from previous solution\n", "w.res = 0.1\n", @@ -239,7 +261,8 @@ "plt.semilogx(t, h[0], label=\"res=0.1\")\n", "plt.legend(loc=\"best\")\n", "plt.ylabel(\"head [m]\")\n", - "plt.xlabel(\"time [days]\")" + "plt.xlabel(\"time [days]\")\n", + "plt.grid()" ] }, { @@ -268,9 +291,9 @@ }, { "data": { - "image/png": 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", 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", "text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -293,6 +316,7 @@ "ml.solve()\n", "t = np.logspace(np.log10(tmin), 0, 100)\n", "h = w.headinside(t)\n", + "plt.figure(figsize=(8, 3))\n", "plt.semilogx(t, h[0], label=\"no wellbore storage\") # head from previous solution\n", "w.rc = 0.2\n", "ml.solve()\n", @@ -301,7 +325,8 @@ "plt.legend(loc=\"best\")\n", "plt.ylabel(\"head [m]\")\n", "plt.xlabel(\"time [days]\")\n", - "plt.xticks([tmin, 10 * tmin, 60 * tmin, 1], [\"1 min\", \"10 min\", \"1 hr\", \"1 day\"])" + "plt.xticks([tmin, 10 * tmin, 60 * tmin, 1], [\"1 min\", \"10 min\", \"1 hr\", \"1 day\"])\n", + "plt.grid()" ] } ], @@ -321,7 +346,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.13" + "version": "3.11.4" } }, "nbformat": 4, diff --git a/docs/03examples/well_example.ipynb b/docs/03examples/well_example.ipynb index da77396..993fe2d 100644 --- a/docs/03examples/well_example.ipynb +++ b/docs/03examples/well_example.ipynb @@ -11,7 +11,10 @@ "from scipy.integrate import quad\n", "from scipy.special import exp1\n", "\n", - "import ttim" + "import ttim\n", + "\n", + "plt.rcParams[\"font.size\"] = 8.0\n", + "plt.rcParams[\"figure.figsize\"] = (8, 3)" ] }, { @@ -90,31 +93,30 @@ "outputs": [ { "data": { - "image/png": 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duwkL0zr0geJIzz5EpWwm/unvfUcRyTZyS90+15qti9HIOclfPD+tVr7D118ksaa30eWizbzbewHNXr7SdzTJpqKiokhISCAxMdF3lCwRFhZGVFSU7xiSpuGzXdnxahkSPplK4+e7+I4jki3kprp9LjXbS5NtZsWAL4AKwCbgGufcr3/ZJxr4H1AISAGed859kbVJ5UyuvDaUeo1gQZP/0Gzg/5g6rg9NZgwkb6G8vqNJNhMaGkrFihV9x5BcKiQshE8fXsKDL0awZi1Ureo7kUjgU90+PV/TRfoBk5xzVYBJaY//6jBws3OuFtABeN3MimRhRkmnihWhy4bXiWtwP62XvcWGyBZsifvJdywRkbNy470RhIbCO28c8x1FRHIAX012V2Bo2v2hQLe/7uCcW+ucW5d2fzuwEyiRZQnlrOQpmIfY+FeY+8g3lP5tPYUvrs+0l+f6jiUikm6lSsG7dd7i34MqcGTvEd9xRCSb89Vkl3LO7QBIuy15up3NrBGQB9iQBdnkPDR+oSsH4hYyu2hHOj1Uk4cfhmQtPiIi2cRF11Yn0u1g4RPf+I4iItlcpjXZZjbRzJafZOt6lseJBD4GbnXOpZ5mv15mFm9m8blhAn4gK9uqIrHbP+XGO8J586XD/FC2NzuX/uw7lojIGUXf34aE4HLk/eRD31FEJJvLtCbbOdfOOVf7JNto4Je05vn3Jvqklw80s0LA98Bjzrk5Z/i8wc65GOdcTIkSmlXiW1gY/O9/8M0Ti2j783BcvXosHTTDdywRkdMKCglifYtbqbdnIgkzN/uOIyLZmK/pImOAHmn3ewCj/7qDmeUBRgHDnHNfZWE2yUCXPN2cbSPm8FtwQWr+K5apV7yOS83Z62mKSPZW+blbCMKx/vGhZ95ZROQUfDXZA4D2ZrYOaJ/2GDOLMbP30/a5BmgF3GJmi9O2aD9x5XxUvaoORdfHEx95Oa2/uY9RdZ/k0CHfqURETi6qRQVerTGYp9ZeT+opJymKiJyelybbObfbOdfWOVcl7XZP2vPxzrmeafeHO+dCnXPRJ2yLfeSV81e4XGEabRnJpMte5uGVPWjSBNav951KROTkIh+/nanbKhMX5zuJiGRXuqy6ZJmgkCDa/vAgg8ZVYvs2x4xavZj/9A++Y4mI/E23btCtwAS29BvkO4qIZFNqsiXLtW8PCyfvpUnwfBo81Zm4ds+RmqzfyYpI4MiXD+6P+pLu8x/i0E7NbxORs6cmW7woH12UcltmMrvC9cROepy55a/mwPYDvmOJiPwh/M4bKcghFj8zxncUEcmG1GSLN/mL56fZho+Z2u01Gm4fzaoql7N+nVYeEZHAUPdfLdkWXJY8Xw73HUVEsiE12eKVBRmtR/Vl6cvjeT74SRo2MsaN851KRM6FmV1tZivMLNXMYnznOV9BIUGsa3gD9RLHkbjipJdzEBE5JTXZEhDqP9iG15dcTLlyMPWyF4nrPFDraYtkP8uBK4FpvoNklKiHb2AbZYj7YIPvKCKSzYT4DiDyu4oVYeYMx5Kai2n+/ZfMrLSY+gveI1+xfL6jiUg6OOdWAZiZ7ygZpnK32tSru5E8M4O42ncYEclWNJItAaVguNFs8+fEtX2W5ps+YWPZVuyI3+Y7lohkMDPrZWbxZhafmJjoO85p3XBTEAvmJbN+8UHfUUQkG1GTLQHHgozYiY8x95FvKHt4NamNmzIv7rDvWCICmNlEM1t+kq3r2RzHOTfYORfjnIspUaJEZsXNENd3PcRWypJw/6u+o4hINqImWwJW4xe68vPXs3ml2PO06pCfjz/2nUhEnHPtnHO1T7KN9p0ts5SuUoBfClel7MzPda6IiKSbmmwJaFWuqE3/1TfRtCmMuHk0cY0eIuVYiu9YIpLL7OtwLZWOrWLdqOW+o4hINqEmWwJeRASMHw99omcSO/9lFkZ1YX/Cft+xROQvzOwKM0sAmgLfm1mOWZCz5uPdSSGI7a9+7juKiGQTarIlWwgNhfaLXmLaPwZRL3EcOys3ZUvcT75jicgJnHOjnHNRzrm8zrlSzrlLfWfKKCVqlWRxsTZUnPeFpoyISLqoyZZspdVnd7Js4Hgiju2gQJtGzP4qwXckEckldtz+JLckv8fChb6TiEh2oCZbsp16D7Rh/4R5DI/oS6vryvDee74TiUhu0OyhFswIuZjPv8g564CLSOZRky3ZUvm2lemx7jHatjP+22s5E2P66YRIEclUxYrBbc1WUWbwk6Qmp/qOIyIBTk22ZFtFisB338GApmNot+A/LIy6XCdEikimurFGPH33P8OKD+f6jiIiAU5NtmRrISHQedajTLv+HaITJ7CzclO2TtvoO5aI5FB1Hu3CUfKw+92vfEcRkQCnJltyhFaf9Gb5wHFEHNtBvthGLBi+ynckEcmBCpcrzJKSl1BlyQhNGRGR01KTLTlGvQfasHfsHOLCL6f1PyvpCpEikimOdb2aMilbWTlknu8oIhLA1GRLjlLx0qq02fghjVrkoe/NuxnbdqBGm0QkQ9Xp34WdlGDx11qrX0ROTU225DjFisG4cTCoycdcNvnfzK1wDYd3HfYdS0RyiMLli9Cz4w76r7gep+vSiMgpqMmWHCk0FK6ZeS9xXV6h8bav2VS+Nb8s3uE7lojkEFddE8yWLTB/5jHfUUQkQKnJlhzLgozY0fcT/9hoyh1eRUpMI1aPXOE7lojkAF07p7CIehzu+6jvKCISoNRkS47X6NnL2fb5DLYGV6TjzcX59lvfiUQkuysSEUxSidJUXjwCl6o5IyLyd96abDMrZmYTzGxd2m3R0+xbyMy2mdlbWZlRco5q10ZTbuNUImqW4qouSXzf40v9j1FEzsvRLlcTlbKZVcMX+I4iIgHI50h2P2CSc64KMCnt8ak8C0zNklSSY0WWNqZOhf/WG0KnYdcyvc6dJB1O8h1LRLKpWo90IYkQdg4a4TuKiAQgn012V2Bo2v2hQLeT7WRmDYBSwPgsyiU5WP780HvebUxp0o9WK99ladlO7Nuyz3csEcmGilYqxpKItlRcoCkjIvJ3PpvsUs65HQBptyX/uoOZBQGvAP8+08HMrJeZxZtZfGJiYoaHlZwjKCSIi2e/yPRbP6TunikkVm1GwoxNvmOJSDb0y00P8kjyMyxZpPX4ReTPMrXJNrOJZrb8JFvXdB7iLuAH59zWM+3onBvsnItxzsWUKFHi/IJLrtDyw1tZ/sp48h3bT48uvzJnju9EIpLdNHq0HV8EXc/Ib4J9RxGRAJOpTbZzrp1zrvZJttHAL2YWCZB2u/Mkh2gK9DGzTcBA4GYzG5CZmSV3qXf/xRxasp7Nxepx8cUw/uUlviOJSDZSogRc3WQr9t5gTRkRkT/xOV1kDNAj7X4PYPRfd3DO3eCcK+ecqwA8CAxzzp3uBEmRs1a1Tl7mzIEHyo/gkoeiibv0Rf3PUkTS7a5y3/HML73Z8O1K31FEJID4bLIHAO3NbB3QPu0xZhZjZu97zCW5UPHi8Niczswsfz2x4x9lRvXbOHZQV3ITkTOr/sgVpGIkvK5VRkTk/3lrsp1zu51zbZ1zVdJu96Q9H++c63mS/Yc45/pkfVLJLcKKhNHsp+HEtXqClus+YkXZDuzd+KvvWCIS4ErWvYBlhVpQZraabBH5f7rio8gJLMiInfo0M3oPo8beWTzScgY//eQ7lYgEur3tulPl6HJ+GrvGdxQRCRBqskVOosU7N7F4xAa+/O1ymjSBeeM0oi0ip1a135UkEcKyj+b7jiIiAUJNtsgpNLmqDLNnQ9s806neoTyz7vvSdyQRCVCRDaPo2HAXT6+/0XcUEQkQarJFTqNqVXhrUg02hdel2evXauURETmly/5RmEWLYMMG30lEJBCoyRY5g4hqxam6ZSIzy193fOWRGreTdDjJdywRCTBXdTrCJNqw5d5XfEcRkQCgJlskHY6vPPIJU1o8Tsu1H/DfmI/Zu9d3KhEJJOWrhXFB/gOUjPvCdxQRCQBnbLLNLMzMupvZf83sKzMbZmYPmVmtrAgoEigsyLh4+jP8+PAUHll7K82bw+aNqb5jiZwT1fbMsbP11dQ6NJ+EmZt9RxERz07bZJvZU8BMjl/efC7wLvAlkAwMMLMJZlY3s0OKBJIOA2IZN94I2foTh6pGs3KoVhOQ7EW1PfNUfPAqANYP0JrZIrldyBlen++ce+oUr71qZiWBchkbSSTwtWkDX392jNBuByl+S2vmrPyEJv+5wncskfRSbc8k5dtUYlW+ekTEjQAe8B1HRDw67Ui2c+77M7y+0zkXn7GRRLKHSp2qk2/xHH4qUJdGL11FXNdXtfKIZAuq7ZlrXef7+fDgNWzdonogkpul68RHM4sxs1FmttDMlprZMjNbmtnhRAJdiVoluXDTZOaWuZLYMQ/wadv3SU72nUokfVTbM0fNF27kde5jxEjzHUVEPDrTdJHffQL8G1gG6EwvkRPkL56fxpu+ZPQlb9JryvV81g0+/xwKFvSdTOSMVNszQeXK0KLOPrYNngH3dfIdR0Q8Se8SfonOuTHOuY3Ouc2/b5maTCQbCQoJouvkexk4qADTfzjAlPI9+Hnhdt+xRM5EtT2TPFvqLQau7sz2uVt9RxERT9LbZD9pZu+b2XVmduXvW6YmE8mG7rwTxr6yktg9X5PaqDFrRy7zHUnkdFTbM0mFf18NwLoBIz0nERFf0ttk3wpEAx2Ay9O2zpkVSiQ7a3ZfY7Z/Ph1zjgu6Nyf++XG+I4mcimp7JqlwSVXWhNWl6KSvfEcREU/SOyf7IudcnUxNIpKDVLs2mh0XzmFHq85EP9aJiZs/pd3ga3zHEvkr1fZMtKPFNcROfIwd8xOIbBjlO46IZLH0jmTPMbOamZpEJIeJbBhF6Q3TmVLmRm57rzH9+kGqTi2TwKLanonKP3h8ysjSVyd4TiIiPqS3yW4BLDazNVrmSST9wkuHc/GmIXS8ozwv/SeVoQ3e4MjeI75jifwuQ2u7mb1sZqvTjjXKzIpkYNZsp+KlVelSYx1PbrzVdxQR8SC900U6ZGoKkRwsJAQGDYJWbjrXvXsvS8t9SZn53xBRrbjvaCIZXdsnAI8455LN7D/AI8DDGfwZ2UqzmyvzyCOwaRNUqOA7jYhkpdOOZJtZQYATl3b66zJPv+8jIqdmBte905rZ931J1QPxHKjTlE0T1vmOJblUZtV259x459zvl2OaA+T6icjXXJHEcG5gXd+3fEcRkSx2pukio83sFTNrZWYFfn/SzC40s9vMbBwa5RZJt6avXs26dyZTMHkv4Zc2Zen/ZvqOJLlTVtT2fwJjz/MY2d6F1UKJLrCOqPEf+Y4iIlnstE22c64tMAnoDawws31mthsYDlwA9HDOjcj8mCI5R53ezTg0cQ6JoaW5795UvvjCdyLJbc6ntpvZRDNbfpKt6wn79AeSOX5FyZMys15mFm9m8YmJiRn59QLOrjbXUuO3hWyetN53FBHJQuac850hw8XExLj4+HjfMUROa/fOFLpdFcyMGTDsztnc+FYTLMh8xxLPzGyBcy7Gd45zZWY9gDuAts65w+l5T06v2dvnbqV0k3LEtXuO2An9fccRkQx0upqd3tVFRCSDRZQMZsIEeLLNdG76XzOm17qD5CPJZ36jSIAysw4cP9GxS3ob7NygdOOyLA1vTukZ+rWVSG7ipck2s2JmNsHM1qXdFj3FfuXMbLyZrTKzlWZWIWuTimSusDB4Ylxz4po9SqvVg1lU9nIObD/gO5bIuXoLCAcmmNliM3vHd6BAsaPbnYw6chkrFif5jiIiWcTXSHY/YJJzrgrH5wX2O8V+w4CXnXM1gEbAzizKJ5JlgkKCiJ35PNNvfo96uyawvVJLdsxP8B1L5Kw55yo758o656LTtjt8ZwoU0S/fwKNB/+GzEaG+o4hIFjnTEn7FTredx+d2BYam3R8KdDvJZ9cEQpxzEwCccwf160fJyVoO7cmSF34g8shP/OeSSSxZ4juR5FSZWNvlFEqVgkvaJLPxg8m41Jx3LpSI/N2ZRrIXAPFpt4nAWmBd2v0F5/G5pZxzOwDSbkueZJ+qwF4z+9rMFqVdSSz4PD5TJOA1eOQStk5cy4gCPWjRAiaP2OM7kowgoNwAACAASURBVORMmVXb5TQevfBzPvm5LSs+nOs7iohkgTMt4VfROXchMA643DlX3DkXAXQGvj7de9OzzNMZhAAtgQeBhsCFwC2n+bxcsxyU5Gy12l7A3LnQMXIRDa6uyPQe7/uOJDnM+dR2OXcXPd6FI+Rl9xunXNlQRHKQ9M7Jbuic++H3B865sUDr073BOdfOOVf7JNto4BcziwRIuz3ZXOsEYJFz7qe0K4h9A9Q/zecNds7FOOdiSpQokc6vJRKYypSB96dUYl3xprQcdjtxzfuTmpzqO5bkPGdd2+XcFYoqxKIyl1Nz+RdaSUgkF0hvk73LzB4zswpmVj7tQgO7z+NzxwA90u73AEafZJ/5QFEz+71jbgOsPI/PFMlWwssUInrLt0yr3ovYWS8wu/KNHN1/1HcsyVkyurbLGQTddAMlXCKLX5nkO4qIZLL0NtnXASWAURwfUS6Z9ty5GgC0N7N1QPu0x5hZjJm9D+CcS+H4VJFJZrYMMOC98/hMkWwnJF8oLVe8Q1yHATTf/BmD6w1it1ogyTgZXdvlDKIfuYy9FGHvx2N8RxGRTKYrPopkE1OemEKnAS0pWzGEsT84Lqykq0PmRNn9io/nIrfV7Me6r+bNH6uw/ZdgChTwnUZEzsd5X/HRzEqkre7xg5lN/n3L2JgicjoXP3Mx4yeHELxzB/uqN2L5B1qhQM6Parsf7e+uzv5DwXzzje8kIpKZ0jtd5BNgNVAReBrYxPE50yKShVq0gO++OEQx9lCpZyxzHh7lO5Jkb6rtHrRsCc8XHUipf9/sO4qIZKL0NtkRzrkPgCTn3FTn3D+BJpmYS0RO4cJLKlNg6RzWF4ym0UtXEdftdXLgrC/JGqrtHgQFQbPa+2mzYzg74rf5jiMimSS9TXZS2u0OM+tkZvWAqEzKJCJnULxGCSpvnsy80lcQO/o+Rlz8NikpvlNJNqTa7kmFx28iCMeaJ7RmtkhOld4m+zkzKww8wPEVP94H7su0VCJyRvmK5aPRpi/5rsUAek29niuvhEOHfKeSbEa13ZMK7auwLLwpUZOH6jLrIjlUupps59x3zrl9zrnlzrmLnXMNnHNaf0jEs6DQYDpPf5hn3yzKhG+P8P2FfUhc/ovvWJJNqLb79evlPah8dCWrP13oO4qIZIL0ri5S1cwmmdnytMd1zeyxzI0mIunVpw/8+NJSOu/8kCP1mrDhu1W+I0k2oNruV93nrmF40M2M+jGf7ygikgnSO13kPeAR0ubvOeeWAv/IrFAicvZaPdiITUOmEpZymIguzVj836m+I0ngU233qEjFonzbfSivjK3JUV3MVSTHSW+Tnd85N+8vzyVndBgROT81ezTkSNwcdodGUrNve6b1/dp3JAlsqu2e3XYblN6zjKmvacqISE6T3iZ7l5lVAhyAmXUHdmRaKhE5Z2VbVSRi9UzmFO9M7//W4Pnn0RJ/ciqq7Z61a5PK2ODORLzcz3cUEclg6W2y/wW8C1Q3s21AX+DOTEslIuelSMWiNE74mgY31OCxxxwfXDycpMNJZ36j5Daq7Z4FhQSxvsWt1NszkYSZm33HEZEMlN7VRX5yzrUDSgDVnXMtnHObMjWZiJyXvHnh44/hvZum03PqTSwp15n9Cft9x5IAotoeGCo/fysA6/t/5DmJiGSkkPTsZGZ5gauACkCImQHgnHsm05KJyHkzg57DWjE96H2aDu3NhiotOTTteyIb6nojotoeKKKalyc+oj2VZ3xEyrHHCc4T7DuSiGSA9E4XGQ105fgJMYdO2EQkG2g55DaWvPADkUc2QpMmrPlyie9IEhhU2wPEsZtuo0jKbmZ/tNp3FBHJIOkayQainHMdMjWJiGSqBo9cwppK08l/fVceuyWB24tcxCWX+E4lnqm2B4gGz3Sj2rDLaDA+nBa9facRkYyQ3pHsWWZWJ1OTiEimq3bNRdjq1ayt0omOHWHk8xo1y+VU2wNE3vA8XHNbOKO/cWzbeMx3HBHJAKdtss1smZktBVoAC81sjZktPeF5EclmoiqHMX063F1/Jt0eq0Vci8dwqVrjLzdRbQ9Md9xyhHmpDVh36wu+o4hIBjjTdJHOWZJCRLJUoULwUlwjZtb/J7Ezn2dmpU3ELPmAvIXy+o4mWUO1PQBdWDOM+cVLUW36eyQd7k9o/lDfkUTkPJx2JNs5t/l0W1aFFJGMF5o/lJYrBxPX7jmab/qEVeUuZe/GX33Hkiyg2h643B13EZm6nQVPfes7ioicp/TOyRaRHMiCjNgJ/Zl553Bq7JvN682+ZNMm36lEcq8Gj3ckIbgced4f5DuKiJwnNdkiQvNBN7B46FL++1svmjSBBTOP+I4kkisF5wlm/cW9qP/rJH4au8Z3HBE5D2qyRQSAxjdXY9Zso3bwKi5oWZl5j+vX1SI+1HqtJz2DP+KNMRV8RxGR86AmW0T+UKMGfDauGPvyRdLguW5MveZt35FEcp0StUuRctMtvDcsL7/qNAmRbEtNtoj8SYnapSi/MY74Up1o/VUf4mIeJDU51XcskVzl3nscvQ+/ytw7PvIdRUTOkZpsEfmbAiULELNlFFPr9CF2wSt81PBtfvvNdyqR3CO6nnFTkW+pPfIpko8k+44jIufAW5NtZsXMbIKZrUu7LXqK/V4ysxVmtsrM3jAzy+qsIrlRcJ5gWi1+g+9v+JR/Le5Fu3awa5fvVCK5x7E7+xKVsoX5j47yHUVEzoHPkex+wCTnXBVgUtrjPzGzZkBzoC5QG2gItM7KkCK5mQUZnYZfxycj8rIh/leWlO/C5knrfccSyRVinurM5pBKFHzvNd9RROQc+GyyuwJD0+4PBbqdZB8HhAF5gLxAKPBLlqQTkT9cdRX8+O5mon+bRcH2TVg2eLbvSCI5XnCeYDZ1uYc6B2ez7N1ZvuOIyFny2WSXcs7tAEi7LfnXHZxzs4EpwI60bZxzbtXJDmZmvcws3sziExMTMzG2SO4UfUs0B8bN5kBIUSr3bsOcB0f4jiSS48X87zbGhnbho090iXWR7CZTm2wzm2hmy0+ydU3n+ysDNYAooAzQxsxanWxf59xg51yMcy6mRIkSGfclROQPFdpXIXzZbNaF16fRK9cw9obhOOc7lUjOVaBkAeb1H81r0xuyfLnvNCJyNjK1yXbOtXPO1T7JNhr4xcwiAdJud57kEFcAc5xzB51zB4GxQJPMzCwipxdRrThVNk3kx0p9+OenbbnnHkhJ8Z1KJOe6+26olG87U+/4zHcUETkLPqeLjAF6pN3vAYw+yT5bgNZmFmJmoRw/6fGk00VEJOvkK5aPDmvf4IYHIvnfW8l8WvsFDu085DuWSI5UrBi8X/NVes+8ia3TNvqOIyLp5LPJHgC0N7N1QPu0x5hZjJm9n7bPCGADsAxYAixxzulazyIBICgIBg6Er+6ZwfWrH2dzxVgSl+u85NzMzJ41s6VmttjMxptZad+Zcopq/+tLKkH89K+BvqOISDp5a7Kdc7udc22dc1XSbvekPR/vnOuZdj/FOdfbOVfDOVfTOXe/r7wicnJX/DeWBY99Q/nDKzlSrwkbvtMvm3Kxl51zdZ1z0cB3wBO+A+UUkQ2jmFOtB42Xf8CO+G2+44hIOuiKjyJy3ho9ezmbh04lb+pvRHRpxuI3p/uOJB445/af8LAAx5dhlQxScfCjBJPC2n8O8B1FRNJBTbaIZIiaN8dwbOoctuatzJ335+PTT30nEh/M7Hkz2wrcgEayM1TZVhWZVeM2Nq04yNYt+vlFJNCpyRaRDBPVogJR2+aRt3kMN9wAn/ScgktVM5CTnGlpVudcf+dcWeAToM9pjqNrG5yDij8M4vbgj3jhRfMdRUTOQE22iGSoosWMcePghYsncMMHbZheqzdJh5N8x5IMcoalWU/0KXDVaY6jaxucg3IVgrj9dpj7/jK2zk7wHUdETkNNtohkuLx54eHxbYlr9iitVr/H4vJdOLD9gO9YksnMrMoJD7sAq31lyckevfNXZiQ3ZlOPJ31HEZHTUJMtIpkiKCSI2JnPM/3m96i3awLbKrfi54XbfceSzDUgberIUuAS4F7fgXKiMrWLMq/+HTRbN4R1o3QZSJFApSZbRDJVy6E9Wfzsd5T+bQNPXTKLZct8J5LM4py7Km3qSF3n3OXOOa01l0ku+vIxDlgh9vZ+yHcUETkFNdkikuliHuvA5kkb+DZvd1q0gGlf7/IdSSRbK1qpGIs79qdh4lgWvjzJdxwROQk12SKSJeq0KcGcOXB58dnUv6oCM3oO8R1JJFtrMrwP60Jr8P2bP5Ga6juNiPyVmmwRyTJly8LbU2qyplhTWnxwK3GxT2mJP5FzFFYkjPgPlvLE1tv5+GPfaUTkr9Rki0iWKlyuMHW3/sD0yrcQO/VpZla9lWMHj/mOJZItXXtDCI0bOSbdO4Z9W/b5jiMiJ1CTLSJZLjR/KC3WfEjcxU/TYsNQ3m44hH3qD0TOWlAQvPfvtQzZ143F3Z7yHUdETqAmW0S8sCAjdvIT/PjwFB5e15PmzWHLZk0dETlbdbpXY0aNXjRf9CZrR2r5HpFAoSZbRLzqMCCWseOCsM2b2Fe5Aas/W+Q7kki2U3v08+y3why+rY/OcxAJEGqyRcS7tm3h6+GHKeZ2EXV9S+Y/M9Z3JJFspViVCJbfOIDofdOY2Wuo7zgigppsEQkQVbrWJHjeHLbmq0q9Jy9n2o2DfUcSyVZafHgbcRFX8u5nhdixw3caEVGTLSIB44L6pYlaP5VFxdvT6pPefHX5MK3/K5JOQSFBlJ41khGpV3LXXeA0a0TEKzXZIhJQwkuHU2/rt4xq+AK3fnclN94IR4/6TiWSPVStCs88mULFb15l1oMjfccRydXUZItIwAkJC6Hb3Ed4fEBBRn92iO8v7MOvG/b4jiWSLdzX19Ez/2dUfe1OEpf/4juOSK6lJltEApIZPPwwfPv4fDptf489NZuzddpG37FEAl5IWAh5Ph1CuNvPpjb/1GojIp6oyRaRgNbmmVhWvzGBYkm/EBbbhJVD5/uOJBLwKnetxdzuA2mY+APTrn3bdxyRXElNtogEvIvubsWv383it+AClL8lltlPj/cdSSTgtfriX8wr2YmYEQ+zctou33FEch012SKSLVzYsTr5Fs1mYeE23Ph0Fd7W4JzIaVmQUXHyh9xQdCxX31mcgwd9JxLJXdRki0i2UaJ2Kepv+5Y6XSpyd59UPun0CanJWuNP5FRK1CpJny9bsXo1PH/lAs3PFslCXppsM7vazFaYWaqZxZxmvw5mtsbM1ptZv6zMKCKBqUABGDkS3un8PTf8cCNzK1zLb3t+8x1LJGC1awdDbp/J8xMaMvXK133HEck1fI1kLweuBKadagczCwbeBi4DagLXmVnNrIknIoEsOBhuH92ZuK6v0njbSNZVaMfuNZpzKnIqNw5qxrzIbrQY/W8W/3eq7zgiuYKXJts5t8o5t+YMuzUC1jvnfnLOHQM+B7pmfjoRyQ4syIj95j7mPvgVVQ4s5ECdpmyetN53LJGAZEFGzXlD2JynCuXuu5JNE9b5jiSS4wXynOwywNYTHiekPSci8oemL1/F+ncnkzflMPdcmcDs2b4TiQSmQlGFCBn7HakEQaeO7NqkMyFFMlOmNdlmNtHMlp9kS+9otJ3kuVOesWFmvcws3sziExMTzy20iGRLdXo15fCS9awsGUubNjDuLY3SiZxM+TaV2PHOGN5IvZuuNxTkyBHfiURyrkxrsp1z7ZxztU+yjU7nIRKAsic8jgK2n+bzBjvnYpxzMSVKlDif6CKSDVWqnY/Zs+HOij/S7u7qxHV7TSspiJxEnV5Nafb5PcyaBQ90XEXS4STfkURypECeLjIfqGJmFc0sD/APYIznTCISwIoXh+dntGZemSuIHX0/0+rdS8qxFN+xRAJO9+7w4Qs/8+KUxsyvcbP+nYhkAl9L+F1hZglAU+B7MxuX9nxpM/sBwDmXDPQBxgGrgC+dcyt85BWR7CNfsXw03vQlcQ0eoPXSN4kvfxWHdx32HUsk4Nz6yAUsvOwxmm35nFm1e2nNeZEM5mt1kVHOuSjnXF7nXCnn3KVpz293znU8Yb8fnHNVnXOVnHPP+8gqItlPUEgQsfEDmdr9TWJ+/pbnGn/LL7/4TiUSeGJ/eIi4Vk/Qct2HzKxxm0a0RTJQIE8XERE5L62/6sPUN5fx+o5radoUVi895juSSMBpPeUp4mKfouX6IQxp8j+O6Z+JSIZQky0iOVqbPjWZOhUu3LuQgtGVWfLWdN+RRAKKBRmxU55kdI+vuWNRb664Ag4d8p1KJPtTky0iOV7DhvDRN0U5Fpqf6ne3Y9Y9n/uOJBJwug65grffDSV+bCJzoq7i54WnXNBLRNJBTbaI5AplW1Wk6MpZrCrchGZvXkfcZf/REn8if9GrF3zz4ioa7R1PaqPGrPlyie9IItmWmmwRyTWKVipGjS3jmVnuOmJ/7MdH7T8lOdl3KpHA0vThVmz/YgbmHFHXNmPmncN9RxLJltRki0iukrdQXppuGM6Ijh/Se/I1dO0KB3V1aZE/qXbNRQQtmM+6QjE0f+cmPm81iKNHfacSyV7UZItIrhMUEkT372/lrXdCWTj2F+ZFXckvizT/VOREpaIjqfXzJH5s/ix9pl9D06awYrmmWImkl5psEcm1eveGrwesodG+8SQ1bMr60brelciJQvOF0GHGY3w4ujg7tiazq24b4rq9pgvXiKSDmmwRydWaPtSKhE+nE+KSKNGtOYtemew7kkjA6dIFlsw6RL4SBYkdfT/Li7Vk3ajlvmOJBDQ12SKS61W/rh4pM+awM28UtR7swKQHfvAdSSTglKxSmIY7xjCj5xDKHFxDhSvrEdf0EQ7uOuI7mkhAUpMtIgKUaVqOkmtmMCGyB9e82phnnwWn6acif2JBRov3esCq1cypfCORc76mVp0gPvoIUnRFdpE/UZMtIpKmcPkitN/0Hp1vjuC5J47yZaOBJB1O8h1LJOBEVCtOy3Uf8ev4eEpXyEOffx5idtHLmPvoaK0/L5JGTbaIyAny5IEhQ2Do1d9zbfy/WVq2E/sT9vuOJRKQmrQPZ9YsGPnST0QdWU/jF7uxumAMcx8drZMjJddTky0i8hdm8I8vr2T6rR9Sd88UdlRpyY75Cb5jZRtm9qCZOTMr7juLZD4z6PDvOkTtX8WMnkPIn7SPxi92Y3P+Gnz0yh4OH/adUMQPNdkiIqfQ8sNbWfriD0Qe2QhNmrDmq6W+IwU8MysLtAe2+M4iWSskLIQW7/WgzIHVzOr7BQuLXMw/HyxGmTIw7NJPWD9mpe+IIllKTbaIyGk06Neen7+awb6gotx0SzDjx/tOFPBeAx4CNDE3lwoJC6HZa9dw5S/vMG0adGn/G13G/4vKXWuxvGBjpl79FrvX7PIdUyTTqckWETmDqt3rEv7TEo5VqUXHyxzfPTrLd6SAZGZdgG3OuSXp2LeXmcWbWXxiYmIWpJOsZgYtW8LQL/ORvHIdcZ1eJjTlCK1H3E2h6pG8XHsI774Lv/ziO6lI5lCTLSKSDmXKBjFtGjxd5ys6v9icuJaP58pVFMxsopktP8nWFegPPJGe4zjnBjvnYpxzMSVKlMjc0OJd8RoliP3uQar9toS1Xy1hZpMHmXygEXfcAbdd8B0rCjYirvWTLBs8m+Qjyb7jimQIczlwIdiYmBgXHx/vO4aI5EBJh5OYXf8uWq15nxkVb6TR0g/IUzBPhh3fzBY452Iy7IBZxMzqAJOA309ziwK2A42ccz+f7r2q2bmTc7B8OSx/eSy1Rz1LrYNzCMKxn3BWl2zFrH99SqN2hWjQAPLm9Z1W5OROV7NDsjqMiEh2Fpo/lJYrBxN3aQViJz7GorIJVFw0iiIViviO5pVzbhlQ8vfHZrYJiHHOafKtnJQZ1KkDdYZdBlzG7jW7WPvuFJLGTabgT0u578lweBLeC+pNk3yL2X1hQ4IbN6R4u2gu7FQjQ3+4FckMarJFRM6SBRmxE/oz887y1H/ndu5pNZfHpl9K+fK+k4lkXxHVitP01auBqwH4+ReYNQtCXq9C8pI11F82lPBlb8P7sIh69KizkFq14B9Hh1CyQgGKNalKVGxlCpQs4PeLiKTRdBERkfMwa+QOOvWMJCwMxn62l+jY8xvRzq7TRc6HarakR8qxFDaNX8sv45ewaYvxSdK1rFoFczaWpCT/f/LsL0EXMD6yB+MvHkD58tB26xAKVipF4ZpliKhTmmJVIrAg8/hNJCfRdBERkUzS7KpIZtaAFy6eQIWLr2b+k5/Q8KlOvmOJ5DjBeYKp1LkGlTrXoBlwfdrzh3ZuZM2UdeyZu46jS9cQvOUndlOOadMgMeEoz6Xe+qfjHCUPgwo9wqdVn6Js8d+4b/1dpBQtAcWLE1wygjyREXDRReSrWZEi4SkUDj5IeOlwgkK0VoScHTXZIiLnqWZNeHVCHbY3rUz9p7swbc1btPrsTt+xRHKFAiULUO3aaLg2+o/nWgJ9gZTkPOxYtJVdi7ZycM02jm3ajkvYBuENiQiBgwl7qbRxIsXWJxLG0T/e/wADeZUHqMIG1lKNVIx9hHM4KJzDIYUYXPZZ5pe7isq2gVvW9yclrACpYQVw+fJDvnxsqH81hyvUpOiRHVTYMJGgfHkJzh9GcP68hBTIy7HqdQkuUYy8R/eTf+92gsNCCS2Qh5B8oYTkCyW4WGFC84UQEpRKSKgRFKyR9+xITbaISAYoWfcC8m+IY8FF19Hq87v45FAxrvvmWoI0+CXiTXCIEdkwisiGUX96Pha4D4BIYCsu1XFw5yH2btjNgU27uSL0ApoFw+EtxYibPBD27cMO7Cfo0AFCDu/HihUlKQn2/bKfyB0LCUs5TD53iDD3G2Ec5Y24OoyiJpewlHHc/Ldcl/Ij47mUK5nASLr/7fVmzGQ2zejBMIZwK6kYyYSQQjDJhHBJ+BzW5anFTcc+4OFDj5NqwaQSRKoF4wjiprJxJOaN4pp973HDr2/iCCLVgnAWBBh9qk/ktzyFuXLnO1yaOBxn9sdrzoyHLhqPCwmlW8JbNE0cgzP747XkoDw822A0ZtBt42tctHsywPF9zDgcUoj/Nvj4+OvrXqLanjnHz3JNszesFB/UHwTAVaueo/y+pWnHP253/nJ8Ev0yAFcvf4LIA+v+//jAz+FVGFnnaQCuW/wwxQ4n/OnPbkvRunxf62EAbozvS/jRXX96/8aIhoyvfg8At8y9k7wphwCYVPUu+n7ehMKFT/536Vx4abLN7GrgKaAGx5d3+ttkvLRL8w4DLgBSgcHOuf9mZU4RkbNR8IKC1N88iq/avc3Q/VdwdTLk0QIIIgHPgoyCFxSk4AUFofmJZzAXh/se+Nv+Tf+4Vw9Y+6fXUpJSGXbYcTQZjuxpyeYt60g6eJSkA0dIPnSU5ENHeajsRfQJg+DtjZi1/FNSjybhjh7DHUvCJSXRo3ZFuuaDiK3RxC1/ElJSjm9JSZCaQtt6EdTPC+W2VGTtuk5YagqWmgouFUtJoXp0GBeEQPiWouyhMuZSwDnMpWIulSLFgggNgqC9ISSFhBGU9jw4glJTSUqC5GRwR46S59gBzDnAYTiSLZTExONLMLq9ewk/sP2P18w5goMLs3Hj8T+LoJ93EHFw3Ql/Oo6UkAOsXHn8/f/YvpGSvy37//8OOI6E/sZijr9+8/Y1RB5dzIkXkN2XN4X4o8df77V9GWWSTjw+7NiThzkHjt+/Z9tCSiVv/9P7N+4uxKw9x+/3S5hDeOo+ALYeuoakpFP+FTknXk58NLMaHG+c3wUePEWTHQlEOucWmlk4sADo5pxbeabj6yQaEfHJOTh6FMLCzv69OvFRRCT7CLgTH51zqwDMTj3HyDm3A9iRdv+Ama0CygBnbLJFRHwyO7cGW0REco5sMVvQzCpw/Hcyc0+zTy8zizez+MTExFPtJiIiIiKS6TJtJNvMJnJ8PvVf9XfOjT6L4xQERgJ9nXP7T7Wfc24wMBiO/+rxLOOKiIiIiGSYTGuynXPtzvcYZhbK8Qb7E+fc1+efSkREREQk8wXsdBE7PmH7A2CVc+5V33lERERERNLLS5NtZleYWQLHV8H53szGpT1f2sx+SNutOXAT0MbMFqdtHX3kFRERERE5G75WFxkFjDrJ89uBjmn3ZwC6xJGIiIiIZDsBO11ERERE5P/au//Qu+o6juPP1xI30tio1koNfyYl/dhmGjSSDaKkxJlliYNajMB+mBD9UIT+kZkhBoqUWEoRs7AvtrY0g0SZmMHmVPyG/Zg/oKGxH6jNMpP27o97vnq8nfv9fs/9fs4993zu6wEX7vncc859v+45981n597vrllXtfJjNE2TtB94Dni+NLy0tFx1/83AgQU+dXm/w65X9Vj/2GzLg+4vNN+oslWNjcuxq5utanxcs821ns/L0R274yNi+RDbddaQPRu6e/4MOpdSZhtUR5113Ncmq6/5vEzdsyMiyxu9n2GvXK66D+xK/ZzDrFf12GxZ5pMtRb5RZRvnY1c3W4pj5/NyPLK1dewm6TZJ58+grCmzzTef+1rabCny+bzs7nnZf8v56yLbZ1kedD/1cw6zXtVjs2XpX+56tqqxcclXN1vV+Lhmm2s9n5ft5Jskk3T+DMqa+txxX3NfqzPm8zKxLL8uMgxJu2LAb8/nIOd8ztZdOefLOdu4yPk1drbuyjmfs9WT85Xsum5qu4CG5ZzP2bor53w5ZxsXOb/GztZdOedzthp8JdvMzMzMLDFfyTYzMzMzS8yTbDMzMzOzxDzJNjMzMzNLzJPseZC0VtJ9km6UtLbtelKTdJSkByWd03YtqUl6V3HcpiR9se16UpJ0nqQfSvqVpI+0XU9qkk6SdLOkqbZrSaF4n/2kOGYb2q4nZ7n3bMi3b7tnd5d79v/LfpIt6RZJ+yRN942fLenPoIgTxAAABbxJREFUkvZIumyO3QTwArAE2NtUrXUlygbwLeC2ZqocXop8EfFYRFwMfBoYm/92KFG2rRHxBWAj8JkGy60tUb4nImJTs5UuTM2c5wNTxTE7d+TFdkTOPRvy7tvu2e7Z7tl9Uv+6zbjdgLOA1cB0aex1wOPAScCRwCPAacB7gF/33d4CLCq2WwFsaTtT4mwfBi6k96Y/p+1MqfMV25wL/B64qO1MqbMV210LrG47U4P5ptrOkyjn5cDKYp1b2659XG859+yE+cayb7tnu2cX27lnF7cjyFxE7JB0Qt/wmcCeiHgCQNLPgfUR8R1gto/engUWN1HnMFJkk7QOOIreCfWipDsj4nCjhc9TqmMXEduAbZLuAG5truL5S3TsBFwN/CYidjdbcT2J33djq05OeldUjwMeZgI+RRxWzj0b8u7b7tnu2eNu1D07+0n2AMcCfyst7wU+MGhlSecDHwWWATc0W9qC1coWEVcASNoIHBiHRj2HusduLb2PfBYDdzZa2cLVygZcQu+K1lJJp0TEjU0Wl0DdY/cmYDOwStLlRWPvgkE5rwdukPRx/NPrdeXcsyHvvu2e/Sr37PHUWM+e1Em2KsYG/ipPRNwO3N5cOUnVyvbKChE/Tl9KI+oeu3uBe5sqJrG62a6n1wS6om6+g8DFzZXTmMqcEfFP4POjLiYTOfdsyLtvu2fPPOCePa4a69mT+pHlXuDtpeXjgKdbqiW1nLNB3vlyzgb555sxKTlHKffXNOd8ztZdueeb0VjOSZ1k7wTeIelESUfS+wOSbS3XlErO2SDvfDlng/zzzZiUnKOU+2uacz5n667c881oLmfbf+nZ9A34GfAM8DK9f61sKsY/BvyF3l+UXtF2nc42WflyzjYJ+SYtp19T53O2fLNNQr62cqrYuZmZmZmZJTKpXxcxMzMzM2uMJ9lmZmZmZol5km1mZmZmlpgn2WZmZmZmiXmSbWZmZmaWmCfZZmZmZmaJeZJt2ZC0TNKXSsvHSJpq6LnOk/TtAY+9MOQ+l0u6a2GVmZl1g3u25c6TbMvJMuCVhh0RT0fEpxp6rm8C30+5w4jYDzwjaU3K/ZqZjSn3bMuaJ9mWk6uBkyU9LOkaSSdImgaQtFHSVknbJT0p6SuSvibpIUl/kPTGYr2TJd0l6UFJ90l6Z/+TSDoVeCkiDhTLJ0p6QNJOSVeW1jta0t2Sdkt6VNL6YvxKSZeW1tss6avF4lZgQ1MvkJnZGHHPtqx5km05uQx4PCJWRsQ3Kh5/N3ARcCawGfhXRKwCHgA+W6xzE3BJRJwOfJ3qKx9rgN2l5euAH0TEGcDfS+P/Bj4REauBdcC1kgTcDHwOQNIi4EJgS7HNLuBDtVKbmXWTe7Zl7Yi2CzAboXsi4hBwSNLzwPZi/FHgvZKOBj4I/KLXVwFYXLGftwH7S8trgE8W938KfLe4L+AqSWcBh4FjgRUR8ZSkg5JWASuAhyLiYLHNPuCYBeY0M8uBe7Z1mifZNkleKt0/XFo+TO+9sAh4LiJWzrGfF4GlfWNRsd4GYDlwekS8LOkpYEnx2I+AjcBbgVtK2ywp9m9mNuncs63T/HURy8kh4A3DbhwR/wCelHQBgHreV7HqY8AppeX76X18CK/9bt5SYF/RrNcBx5ce+yVwNnAG8NvS+KnA9LAZzMw6xD3bsuZJtmWj+PjufknTkq4ZcjcbgE2SHgH+CKyvWGcHsEqvfj55KfBlSTt57dWSLcD7Je0q9vunUq3/Ae4BbouI/5a2WQfcMWTtZmad4Z5tuVNE1ScmZjYbSdcB2yPid0Nuv4jeH+JcEBF/LY3vANZHxLNpKjUzM/dsa4OvZJsN5yrg9cNsKOk0YA9wd1+zXg58z83azCw592wbOV/JNjMzMzNLzFeyzczMzMwS8yTbzMzMzCwxT7LNzMzMzBLzJNvMzMzMLDFPss3MzMzMEvMk28zMzMwssf8BtY5q2rZzJgYAAAAASUVORK5CYII=", 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", 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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], "source": [ - "plt.figure(figsize=(12, 4))\n", "plt.subplot(121)\n", "plt.semilogx(t, htheis, \"b\", label=\"theis\")\n", "plt.semilogx(t, h[0], \"r--\", label=\"ttim\")\n", "plt.xlabel(\"time (day)\")\n", "plt.ylabel(\"head (m)\")\n", "plt.legend()\n", + "plt.grid()\n", "plt.subplot(122)\n", "plt.semilogx(t, Qrtheis, \"b\", label=\"theis\")\n", "plt.semilogx(t, Qx[0], \"r--\", label=\"ttim\")\n", "plt.xlabel(\"time (day)\")\n", "plt.ylabel(\"head (m)\")\n", - "plt.legend(loc=\"best\")" + "plt.legend(loc=\"best\")\n", + "plt.grid()" ] }, { @@ -138,14 +140,12 @@ "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -153,7 +153,8 @@ "enumba = test(M=10)\n", "plt.plot(t, enumba, \"C1\")\n", "plt.xlabel(\"time (d)\")\n", - "plt.ylabel(\"head difference Thies - Ttim\")" + "plt.ylabel(\"head difference Theis - Ttim\")\n", + "plt.grid()" ] }, { @@ -163,21 +164,20 @@ "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.plot(t, Qrtheis - Qx[0])\n", "plt.xlabel(\"time (d)\")\n", - "plt.ylabel(\"Qx difference Thies - Ttim\")" + "plt.ylabel(\"Qx difference Theis - Ttim\")\n", + "plt.grid()" ] }, { @@ -187,14 +187,12 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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", + "image/png": 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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.plot(t2, htheis2, \"b\", label=\"theis\")\n", "plt.plot(t2, h2[0], \"r--\", label=\"ttim\")\n", - "plt.legend(loc=\"best\")" + "plt.legend(loc=\"best\")\n", + "plt.grid()" ] }, { @@ -388,14 +385,12 @@ "outputs": [ { "data": { - "image/png": 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kX+8CTLt0BWNMOPAt8Jm19is3tyc+rvPbdYhrPZz6O75k2U0P6N07Ij7E3cIfArQwxiQBLdJvY4yJNsb8b3rFDkBjoKsxJjH9EuXmdsWHxU5/irhWQ2iwbRJLqz6ok7NEfISx1jfnRImOjrYJCfrwDX8Wd9urNJ4zkGGtfqLfjFhcOq9bxOuMMSuttdEZLdN/QfGa2NnP8uHDq+n/YyyPPgo+um8hEjRU+OJVj3xQgwED4I/Rs5lXu59m2RRxkApfvMoYeOUVeKbOfJqvHs6CW59R6Ys4RIUvXmcMNF3yKgsiexG7YhhxsYOcjiQSlFT4kiOMy9Bo1bv8XLk7TX5+mbiWrzkdSSToqPAlx7hCXdRf+yGLynZm8+wtvPO2Du2I5CSdBik5KiQ8hLobx/FmJxffPGnInyuZBx+NcDqWSFDQHr7kuNCIUCZ+4eK+mB00fuxmFj063ulIIkFBhS+OyJULRn9TlKMFy1B3VFeWPvOt05FEAp4KXxxzTeFruGHDdDbkvYWaQ+9h5WuznY4kEtBU+OKovNfm5fpfZrI14iaqPNuWxA+XOR1JJGCp8MVxBcsXovCK2czJdzdt+lVm5UqnE4kEJhW++IRi1UpQ69fPMYULcddtySTN+t3pSCIBR4UvPuP662HuXHjvZHfy3tGIHQv/cDqSSEBR4YtPqVQJqo3vT4Q9hW3WjL2rdjsdSSRgqPDF51S+O5LdY36kUMp+jtW/jUNJB52OJBIQVPjik25+sA6b3/iO609vZuMt93HsmNOJRPyfCl98Vs3/NCHx+W949Ngw2rSB5GSnE4n4NxW++LRbX76DfuOqMX++ZUTDL/Sh6CJuUOGLz7vvPpjyeDx9V3ZiabUepKWkOR1JxC+p8MUv3P12I+KavkzDLeP4+Zb/6FOzRLJBhS9+I2bOQBbUfIKYxHdY0Hyw03FE/I4KX/yGcRkaLX+D+IpdaDT/JcYP3Oh0JBG/osIXv+IKdXHruo95ruFC7n/lJiZOdDqRiP9Q4YvfCY0IZdCcBjRpAl/eP50Vg2Y4HUnEL6jwxS9FRMDUb9J4+ZpXqfZSe34ZGe90JBGfp8IXv5W/oIvrVnzH3rAylO3Vmk1TfnE6kohPU+GLXytapRjhC+ZwIiQfBTvexraftjgdScRnqfDF75WqV4ZTU2cTYlP4pv0E9uxxOpGIb1LhS0Co2LoK26cl8vzp52nZEv76y+lEIr5HhS8Bo+Y/SjN1moENG1hZ+R5OHjjpdCQRn6LCl4DSvDmMenwDTQ98ya9V/8XZk2edjiTiM1T4EnDqD29HfOcPuGX/TJZX66bJ1kTSqfAlIDWe8DBxzQbT4I/x/FznKU22JoIKXwJYzOznWFCjD6xexbD/nnY6jojjQp0OIOItxmVolPAW3e8/w9gXIyhc0tKjp3E6lohjtIcvAc0V6mL0ZxG0b36YSg81YenT3zgdScQxKnwJeGFhMHZCGEXynqHmsE6sfnO+05FEHKHCl6CQp3geSid+z/ZcN1DxqTZsmLDK6UgiOc6twjfGFDbGzDHGJKV/LXSZdfMbY3YZY0a4s02R7CpUsTB5f/6RoyGFKHp/K7bOSXI6kkiOcncPvz8wz1p7AzAv/XZmBgML3NyeiFtK3lKaM9NnsyukDN0fTGP3bqcTieQcdwu/DTAu/fo4oG1GKxljagMlgNlubk/EbRVuv5GUxStYfuRGWt5m+WuXpmCQ4OBu4Zew1u4BSP9a/NIVjDEu4A2gn5vbEvGY6FsM334LD294nO1VW2reHQkKVyx8Y8xcY8y6DC5trnIbjwEzrbU7rmJbDxljEowxCfv377/KpxfJnubNoVafhkQeXcS6mztq3h0JeFc88cpa2zyzZcaYfcaYktbaPcaYksCfGaxWD2hkjHkMyAuEG2OOW2v/drzfWjsaGA0QHR2tc+HF6+q/1YGFew/S+IvHiK/ekwabPsW4dHKWBCZ3D+l8B3RJv94FmHbpCtbae621Zay15YC+wGcZlb2IUxpPepS42EE03DKOuHoDnI4j4jXuFv4QoIUxJglokX4bY0y0MeZjd8OJ5JSYeS8wN6ovw5Y3Ztgwp9OIeIex1jePnERHR9uEhASnY0gQSUuDzp1h8mT4YvhOOj5V2ulIIllmjFlprY3OaJnOtBVJ53LBZ5/BwKjvadu3Isue+87pSCIepcIXuUB4ODw9I4bNeWpQ/dWOrBnxs9ORRDxGhS9yiXzX5aPEihnsCS9Lud7/4Lcv1zgdScQjVPgiGShapRjhP83ipCsvBTu1YmvCAacjibhNhS+SidINynLi29m8l6sfzTsWYe9epxOJuEeFL3IZle6qSuuf/sOevYZeTdZzZPsRpyOJZJsKX+QKbr0Vpo4/zsiNTfijehuSDyc7HUkkW1T4IlehxT/zsrnX20QdWUBilU6kJKc4HUkky1T4IlepwYhOLLj7XW7dO5XFNR7BpvnmSYsimVHhi2RBzJTexDV6nsabxvD1HWOcjiOSJSp8kSyKiXuJz2LHcO+s+xk+3Ok0IldPhS+SRcZluHduN9p2yMVr/Q4y73FNwSD+QYUvkg0hIefm3fm09PPEvNtO8+6IX1Dhi2RTrlzQdMVQNuapTY1XO5D4zgKnI4lclgpfxA15r81LyZUz2BVegfJP3MXGSaudjiSSKRW+iJuK3FiU3PGzORZSkGMP9GLTb3q7pvgmFb6IB5S8pTRnZszlwfxfc1tLw65dTicS+TsVvoiHVGh5A+Nml+TIwRSmRb3IoaSDTkcSuYgKX8SDateGOW+to9uB19ld806O7z3udCSR81T4Ih4W3SOKNQMmc9OJBH67+Z+cPnra6UgigApfxCvqvtqGpT0/ofahuayqeq8mWxOfoMIX8ZKGox9gQdu3iNz1Iy932oDVm3fEYSp8ES+K+fYJPnj8NwZPjaRfP1T64qhQpwOIBLq+b5ViWwokvzGCuLXHaDJrgNORJEhpD1/Ey4yBd9+xdCq3lCazn2Vhpw+cjiRBSoUvkgNcIYY6v37KshL/oOEXvVjUa6LTkSQIqfBFckhY7jCqr5/MmoIx1B35AMufn+50JAkyKnyRHHRN4Wuo9Ot3bMxTmy9e+4P5851OJMFEhS+Sw/Jdl4+Sm+OZfVMf7roLlsefcTqSBAkVvogDilwbxpw5cHv+eK6Nqcymr9c6HUmCgApfxCElS8Ibk0oRRgoFO7Rg65wkpyNJgFPhizjo+sblOTltDi6bSujtzdm1ZLvTkSSAqfBFHFaxdRUOTJhNvtQjnIlpzr51+52OJAFKhS/iA27qVJPto2YSlxZDq3sKclBT6YsXqPBFfETkw/UpM+sjNmwOo3OzfRzZcdTpSBJgVPgiPqRZM/h6cgpvrGnG1mp3cuLPE05HkgCiwhfxMXe2CeXYky9S7ehifqvShuTDyU5HkgChwhfxQfXe/BdLen5KrUPz+OXG9pw5rpOzxH0qfBEf1XD0AyzsPIo6f87gx1rPkqIPzRI3uVX4xpjCxpg5xpik9K+FMlmvjDFmtjFmgzFmvTGmnDvbFQkWjSc8zKx7P6N70jN06QKpqU4nEn/m7h5+f2CetfYGYF767Yx8Bgyz1lYB6gB/urldkaDRcvz99B1SjK8mnmF8w1GkpaQ5HUn8lLuF3wYYl359HND20hWMMVWBUGvtHABr7XFr7Uk3tysSVJ55Bibe/Q1dlj5KfOSj2DR9VqJknbuFX8Jauwcg/WvxDNapDBw2xnxjjFltjBlmjAlxc7siQefuLzsSV28AjTeOZmFUb5W+ZNkVP9PWGDMXuDaDRc9lYRuNgJrAdmAy0BUYk8G2HgIeAihTpsxVPr1IcDAuQ0z8K8TVOUPsyjdYUDuUxivfwriM09HET1xxD99a29xaWy2DyzRgnzGmJED614yOze8EVltrf7fWpgBTgVqZbGu0tTbaWhtdrFix7I9KJEAZlyFm+TAWRD1OVOKnvPrwNqx29OUquXtI5zugS/r1LsC0DNZZARQyxvyvwZsC693crkjQMi5D45Vv8cb9axj4cTkGDEClL1fF3cIfArQwxiQBLdJvY4yJNsZ8DGCtTQX6AvOMMWsBA3zk5nZFgppxGV4aV45HHgH7+ussqD9Ax/Tliq54DP9yrLUHgWYZ3J8A9Ljg9hygujvbEpGLGQPvj7DEL/iDxks/JK4BxCx6Vcf0JVM601bEj7lCDA1/GcnCKg8Tu3QICxo8qz19yZQKX8TPuUJdF5V+XP0BOqYvGVLhiwSA/5V+XLVeTFpWgb599UKu/J0KXyRAuEJdxPwygojeD/Hmm/DqAxt1eEcuosIXCSDGwDvvwCtdk3hyfC1+jnxMc+/IeSp8kQBjDAwYU4nldfvQeP0oFlXtQeoZTbMpKnyRgGRchpjFrxEX8yKNkj5laeUHSEnWhPrBToUvEqCMyxAbN4i4lq/RYNtEPq73MadPO51KnKTCFwlwsT/2Z9rDM+mV2JO77oKTmpw8aKnwRYJAm1G389GYEDbO2UF8ufs4sv2I05HEASp8kSDRrRuM75dIk/2T2X1TE/b/qg+eCzYqfJEg0uj1f7DmpWmUPbWR4zUbsWvJdqcjSQ5S4YsEmegX7mDz+7MpfHYfplEDNv+42elIkkNU+CJBqPpjDdk7eQG/hVSlRaeiLF3qdCLJCSp8kSB1Y4calFk/i5AiBbmjySmWDP3Z6UjiZSp8kSBWsSIsWgRvFhjELc80Ib7HWKcjiRep8EWCXIkScPeqgawp3ISGYx4krunLmnQtQKnwRYR81+UjctsM4is8QOz8F4mv0pOzJ886HUs8TIUvIgCE5w2nQdJY4hoOpMqmqXRrtZsjOj8roKjwReQ84zLE/jyYWW+u54slZWlQ37I9QSdoBQoVvoj8zb1PFmfWLPjX768TUbc668YsczqSeIAKX0Qy1LQp3D+lDadceajUI4ZFj453OpK4SYUvIpmqcGcV8q5bxoaC9Wgw6n7ibu2vD1PxYyp8EbmsIjcWpdqu2Sys+ggNlw3niWZrOXzY6VSSHSp8EbmisNxhNP71A74emMiHy6KIjob1Cw84HUuySIUvIlet4+BqxMVBvYPfc31MeRb3+cLpSJIFKnwRyZL69WH4/Nr8ka8G9d/rxILIXpw+qs9O9AcqfBHJshJRJamydz5x0X2JWTeSLSUbsD3ud6djyRWo8EUkW8JyhxG7YhjLBkzlulNbGHr7fCZNcjqVXI4KX0TcUvfVNhxdtpHVNbvRuTO82mohx3YfczqWZECFLyJuK3NLCRYsNLzy9BEem3UXh8pGsWaE5tf3NSp8EfGI0FB49vUCbH//ewyWyN4xxEX3JflwstPRJJ0KX0Q8qvpjDSm84xfiqz5M7Mo32FmiFkvmnnA6lqDCFxEvyHttXhr/+gEJ//2RmRF3U79FHnr1gqMHNce+k1T4IuI10c+1pNuuwTz+OCwfmcDREpVY3OcLfaKWQ1T4IuJVefPC22/DJ+NCOBZelPrvdSKxSFOSvl3ndLSgo8IXkRwR+UBNKh9ezsLOoyh75BfKt4tiTo2n2LvX6WTBQ4UvIjkmJDyExhMeht82EV+jFwvWFaFSJXjpxTSO7jzqdLyAp8IXkRxX+IYixCa+Q9ffnuX22yHx5WmklilHXItXVPxe5FbhG2MKG2PmGGOS0r8WymS9ocaYX40xG4wx7xpjjDvbFZHAUKkSfPUV/PeLSmwq3pDYuQPPFX+j59m/bp/T8QKOu3v4/YF51tobgHnpty9ijKkPNACqA9WAW4AYN7crIgHk5o6R1N37Hes/S+C3a2NoHP8K+6s3pWcPy5o1TqcLHO4WfhtgXPr1cUDbDNaxQAQQDuQCwgD96haRv6l6f21u3f0t22dtZNY/3mf8BMOtUadYWrAl8T3GcuJPncDlDncLv4S1dg9A+tfil65grV0CzAf2pF9mWWs3uLldEQlg5W6rzJPTYtm1C0b130axU9tpOOZBKFGcReXvJeHlmZw9ccbpmH7nioVvjJlrjFmXwaXN1WzAGFMJqAKUBkoBTY0xjTNZ9yFjTIIxJmH//v1ZGYeIBKDChaHLazdR4dR61ry3kJU33UfVbT8Q/eKdNLv2Vzp3hmkf7ObwH385HdUvGGuzf8abMeY3INZaux1nEvwAAAZQSURBVMcYUxKIs9beeMk6/YAIa+3g9NsvAMnW2qGXe+7o6GibkJCQ7WwiEphOHz1N4ps/MXp7K6Z/b3hlf0+68Qm/5a7Fn5HNyHNHDJXurUuhioWdjuoIY8xKa210hsvcLPxhwEFr7RBjTH+gsLX26UvW6Qj0BFoBBvgReNtaO/1yz63CF5ErSU2FdWMT+Gv8DAqtmkfVo0sII4UkKtG6chLR0dDBTua6G/NRsllVSta5npDwEKdje5U3C78I8CVQBtgO/Mtae8gYEw08Yq3tYYwJAUYCjTn3Au6P1tr/XOm5VfgiklUn/jxB0sQVbF51lM+P3EViIizeXopS7AbgNOHsDK/AkrL38HOTFyldGhrumESeEnnJXbYY+coXJc91BchfpiDhecIcHk32eK3wvUmFLyKecGTbYbZOX8uR5RtJ+20zETuSWMEtDE4ZwMH9qZwmF6GkXvSY9/g3T0e8R6Hcp1l+pDKnQ3KT4srF2ZBcpIbkYvZ1XZlbphsF7GGe+qUL1uXCukIAg3W5iC97H6tL/4OCyXu5b/VTcMGpR9YYfq7QlfUlm1HsxFbarXnhb5nnd/6Y5weHZ2u8lyv80Gw9o4iInyhQtiA1/t0IaHT+vluB3kDyKRd7V27m6Jb9nNi6n9O7D5J66AgF81fj34Xh7JFUtv7UhJDTJ3GlnCbk7GlCUk+Tkmo4ehRST56lwNHtuGwqLpuKsRawHDnzJyv3wXVnkim9a9kFac7tYO87cTuLfofKZ47zxL74v2Ve+4t3dsS1hy8iEkAut4evuXRERIKECl9EJEio8EVEgoQKX0QkSKjwRUSChApfRCRIqPBFRIKECl9EJEj47IlXxpj9wDagAHDkgkWXu33h9aLAAQ9EuXR72V03s2UZ3a8xX92YPTXezDJlZz1PjTmzZcEyZl/+ub7ccl8Yc1lrbbEMl1hrffoCjL7a25dcT/DG9rO7bmbLMrpfY766MXtqvFkZ85XW89SYM1sWLGP25Z9rfxrzpRd/OKRz6TTKl7t92SmXPbT97K6b2bKM7teYfXfMV1rPU2O+0r+HJ/jymH355/pyy31tzBfx2UM67jLGJNhM5pMIVME25mAbL2jMwcJbY/aHPfzsGu10AAcE25iDbbygMQcLr4w5YPfwRUTkYoG8hy8iIhdQ4YuIBAkVvohIkAi6wjfGxBpjfjbGjDLGxDqdJ6cYY/IYY1YaY1o7nSUnGGOqpH+PpxhjHnU6T04wxrQ1xnxkjJlmjLnN6Tw5wRhTwRgzxhgzxeks3pT+/3dc+vf33uw+j18VvjHmE2PMn8aYdZfc38oY85sxZrMxpv8VnsYCx4EIYKe3snqKh8YM8AzwpXdSepYnxmyt3WCtfQToAPj8W/o8NOap1tqeQFegoxfjeoSHxvy7tba7d5N6RxbH3w6Ykv79vSvbG/XG2VzeugCNgVrAugvuCwG2ABWAcGANUBWIBL6/5FIccKU/rgQwwekx5dCYmwP3cK4IWjs9ppwYc/pj7gIWA52dHlNOjTn9cW8AtZweUw6PeYrT4/Hy+AcAUenrTMzuNkPxI9bahcaYcpfcXQfYbK39HcAY8wXQxlr7GnC5wxd/Abm8kdOTPDFmY0wTIA/nfnBOGWNmWmvTvBrcDZ76PltrvwO+M8bMACZ6L7H7PPR9NsAQ4Adr7SrvJnafh/8/+52sjJ9zRyNKA4m4cWTGrwo/E6WAHRfc3gnUzWxlY0w7oCVQEBjh3Whek6UxW2ufAzDGdAUO+HLZX0ZWv8+xnPszOBcw06vJvCdLYwZ6c+6vuQLGmErW2lHeDOclWf0+FwFeAWoaYwak/2LwZ5mN/11ghDHmTtyYgiEQCt9kcF+mZ5NZa78BvvFenByRpTGfX8HasZ6PkmOy+n2OA+K8FSaHZHXM73KuGPxZVsd8EHjEe3FyXIbjt9aeAB5098n96kXbTOwErr/gdmlgt0NZcorGrDEHqmAc84W8Ov5AKPwVwA3GmPLGmHDOvTj5ncOZvE1j1pgDVTCO+ULeHb/Tr1Rn8VXtScAe4CznfhN2T7//DmAT517dfs7pnBqzxqwxa8y+OH5NniYiEiQC4ZCOiIhcBRW+iEiQUOGLiAQJFb6ISJBQ4YuIBAkVvohIkFDhi4gECRW+iEiQUOGLiASJ/wMBIhct6gK7pQAAAABJRU5ErkJggg==", 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", 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" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -404,7 +399,8 @@ "h = ml.head(r, 0, t)\n", "plt.semilogx(t, hhantush, \"b\", label=\"hantush\")\n", "plt.semilogx(t, h[0], \"r--\", label=\"ttim\")\n", - "plt.legend(loc=\"best\")" + "plt.legend(loc=\"best\")\n", + "plt.grid()" ] }, { @@ -431,14 +427,12 @@ }, { "data": { - "image/png": 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", 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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -464,7 +458,8 @@ "plt.legend(loc=\"best\")\n", "plt.xticks(\n", " [1 / (24 * 60 * 60), 1 / (24 * 60), 1 / 24, 1], [\"1 sec\", \"1 min\", \"1 hr\", \"1 d\"]\n", - ")" + ")\n", + "plt.grid()" ] }, { @@ -489,14 +484,12 @@ }, { "data": { - "image/png": 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", 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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -517,7 +510,8 @@ "plt.xticks(\n", " [1 / (24 * 60 * 60) / 10, 1 / (24 * 60 * 60), 1 / (24 * 60), 1 / 24],\n", " [\"0.1 sec\", \"1 sec\", \"1 min\", \"1 hr\"],\n", - ")" + ")\n", + "plt.grid()" ] }, { @@ -543,14 +537,12 @@ }, { "data": { - "image/png": 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", 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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -575,7 +567,8 @@ "plt.xticks(\n", " [1 / (24 * 60 * 60) / 10, 1 / (24 * 60 * 60), 1 / (24 * 60), 1 / 24],\n", " [\"0.1 sec\", \"1 sec\", \"1 min\", \"1 hr\"],\n", - ")" + ")\n", + "plt.grid()" ] }, { @@ -600,14 +593,12 @@ }, { "data": { - "image/png": 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lOdqff16bzI7cCh7+bKfKflHOSUpJSUkJDz74IKtWrWLPnj2cOHGCVatW6d20c1IFXelyJvYL5y8Te/Hl9jzeWn9E7+YoDuCs+Nzdu3fTq1cvQkJCAJgwYQKfffZZG59dy6ml/0qXdNfYePYXVPHst/vpFebNuD5hejepQ3s2/Vn2l+536D77BPbhoSEPtWhbd3d3vvjiizPic6dNm8Ztt93G1VdfzT333IPdbmfJkiWkp6fz/fffk5mZSXp6emN87vr164mJieHAgQPMnz+f119/nbKyMvbv309WVhZRUVF8+eWXNDS035wgVdCVLkkIwfMzBnCkqIb7l+5gxd0jifT30LtZygU6FZ+7fv16DAZDk/G5J06caDI+F7QefmZmJjExMWfE5wYEBPDGG29w7bXXYjAYGD58OEeOtN/f6lRBV7osD1cjr81OYcorP3D34m0suSMNk1GNQl6IlvakncVZ8bkAU6dOZerUqQC8/fbbbXZziwuh/vUqXVr3YC+euiqRjOwy/rUqU+/mKBfIWfG5QOPzZWVlvP7668yZM8fJZ3PhWtRDF0JMAv4FGIF3pZTPnPV6DPAB4H9ym4ellCsc3FZFcYrfDOzGhkPFvLrmEGk9ghgRH6x3k5RWclZ8LsA999zDjh07AHj88cfp1atXG5zRhWk2PlcIYQQOApcBucAW4Hop5d7Ttnkb2CalfEMI0RdYIaWMO99+VXyu0p7UNliZ+u8fqW2w8d19o/B1d9G7Se2eis91PmfE5w4BDkkpj0gpG4AlwPSztpGA78mv/YC8VrVaUXTm6WripZnJnKis56mv9+ndHMVBulp8bkuGXLoBOad9nwsMPWubecD3Qog/A17AhKZ2JIS4A7gDICYmprVtVRSnGhDtz52je/LG2sNMTgxnTO9QvZukXKRT8bldRUt66KKJ584ep7keWCCljAKuAD4SQvxq31LKt6WUqVLK1FMT9RWlPbl3QgIJod488vkuKustejdHUVqlJQU9F4g+7fsofj2kchuwFEBKuQlwB9SVJaXDcTMZef6aAZyorOfpFWroRelYWlLQtwAJQojuQghX4Dpg+VnbHAPGAwghLkEr6EWObKiitJXkaH9uH9mDxek56vZ1SofSbEGXUlqBPwHfAfuApVLKPUKI/xNCTDu52QPA7UKIHcBi4GapUo+UDuzu8QmE+7rz2Je7sdnVP2WlY2jRwiIp5QopZS8pZU8p5VMnn3tcSrn85Nd7pZQjpJQDpJTJUsrvndloRXE2LzcTj03py978ShZuzm7+DYou2iI+99FHHyU6OvpXxzKbzVx77bXEx8czdOhQsrKynN6W5qiVoopyDlckhjMyIZgXvj9AUZVZ7+YobUxKid1uZ+rUqaSnp//q9ffee4+AgAAOHTrEfffdx0MP6Rt/AKqgK8o5CSGYN60f9RYbT3+jLpC2Z86Kz83JySEtLY2IiIhfHfOrr77ipptuAmDGjBmsWrVK93x9Fc6lKOfRM8Sb2y7twZvrDnPriO707+and5PapYJ//APzPsfG57pd0ofwv/61Rds6Kz73fI4fP050tDYB0GQy4efnR0lJCcHB+k3wUwVdUZrxx7E9+WTLMf6xYh8fzxmKEE0tzVD05Kz43OaOeTa9/22ogq4ozfB1d+Hu8Qn87T97WXewSK0gbUJLe9LO4sz43HOJiooiJyeHqKgorFYrFRUVBAYGOvbEWkmNoStKC8weGktskCdPr9ivpjG2Q86Mzz2XadOm8cEHHwCwbNkyxo0bp3sPXRV0RWkBV5OBuZf34cCJKj77OVfv5ihnmT17NhkZGaSmpvLxxx83GZ87c+bMM+JzZ82axbBhw0hMTGTGjBlUVVU1ue+5c+cSFRVFbW0tUVFRzJs3D4DbbruNkpIS4uPjeemll3jmmWeafH9bajY+11lUfK7S0Ugp+c3rGzlRUc/aB8fg7tJ+71zTFlR8rvM5Iz5XURS0C15zL+9NQWU9SzNymn+DojsVn6soyjkN7xnEkLhAXltziJmp0V2+l97eqfhcRVHOSQjBvRMSOFFp5pMtqpeutC+qoCtKKw072Ut/fe0h6i02vZujKI1UQVeUVhJCcO9lqpeutD+qoCvKBRjWI4gh3bVeutmqeulK+6AKuqJcACEEfx4Xz4lKM19tU/dE14ue8bnr168nJSUFk8nEsmXLnN6OllAFXVEu0KXxwfSL9OWt9Yexq9WjnU5z8bkxMTEsWLCAWbNm6dC6pqmCrigXSAjBHaN6cLiohlX7W7dsXHEsPeJz4+LiSEpKwmBoP2VUzUNXlItwZWIEz317gLfWHeayvmF6N0c3Pyw9SHFOtUP3GRztzciZvVq0rR7xue2RKuiKchFMRgO3j+zOvP/sJSOrlNQ4fdP2uio94nPbI1XQFeUizRwczT9XZfLW+iNdtqC3tCftLHrE57ZH7WfwR1E6KE9XEzcOi+N/e09wpMixww5Ky+gRn9seqYKuKA7wu7QYXIyCDzdlN7+x4nB6xOdu2bKFqKgoPv30U+6880769evn9PNsjorPVRQHuWfJNlbtK2TzX8fj7db5RzNVfK7zqfhcRdHJzcPjqDZb+VzdAKPdUPG5iqJckIExAQyI8uODjVnckBar++3IFBWfqyjKRbhpeByHi2r48VCx3k1RuiBV0BXFga5MiiDY25UPNmbp3RSlC1IFXVEcyM1k5PohMazaX0hOaa3ezVG6GFXQFcXBrh8SgwCVla60OVXQFcXBIv09GNM7lKUZOVhtdr2b06npGZ/70ksv0bdvX5KSkhg/fvwZi5n00qKCLoSYJIQ4IIQ4JIR4+BzbzBRC7BVC7BFCLHJsMxWlY7l+SAyFVWZWqxTGDqu5+NyBAweSkZHBzp07mTFjBnPnztWhlWdqtqALIYzAa8BkoC9wvRCi71nbJACPACOklP2Ae53QVkXpMMb2DiHM143F6cf0bkqXoEd87tixY/H09AQgLS2N3Fz91x+0ZB76EOCQlPIIgBBiCTAd2HvaNrcDr0kpywCklKpbonRpJqOBmanRvLrmEMfL6+jm76F3k5xqzYK3Kcx27Hzv0NgejL35jhZtq3d87nvvvcfkyZMv9FQdpiUFvRtw+tWdXGDoWdv0AhBCbACMwDwp5bdn70gIcQdwB2h3+1CUzuxUQV+6JYf7LtM3jbCz0zM+d+HChWRkZLBu3TpnnV6LtaSgN7Xc7ewAGBOQAIwBooAfhBD9pZTlZ7xJyreBt0HLcml1axWlA4kO9GRkQghLM3L487h4TMbOOwehpT1pZ9ErPnflypU89dRTrFu3Djc3N8ed0AVqyb+wXCD6tO+jgLPvipsLfCWltEgpjwIH0Aq8onRp1w+OJr+invWZRXo3pVPTIz5327Zt3HnnnSxfvpzQ0FDHncxFaElB3wIkCCG6CyFcgeuA5Wdt8yUwFkAIEYw2BNN1AhQU5RzGXxJGgKcLn209rndTOjU94nMffPBBqqurueaaa0hOTmbatGlOP8/mtCg+VwhxBfBPtPHx96WUTwkh/g/IkFIuF1oK0YvAJMAGPCWlXHK+far4XKWrmLd8D4t+OsaWRyfg5+mid3McRsXnOp9T4nOllCuklL2klD2llE+dfO5xKeXyk19LKeX9Usq+UsrE5oq5onQlMwZF0WCzs3zn2SOVirOp+FxFURyqX6QvfcJ9WLY1lxvSYvVuTpei4nMVRXEoIQS/TYliR045hwqbHqdVFEdQBV1R2sD0gZEYDYJl6uKo4kSqoCtKGwj1cWdMrxC+2JaLza6WYCjOoQq6orSR3w6K4kSlWd3NSHEaVdAVpY2M6xOKj7uJr7apYRdH0TM+98033yQxMZHk5GQuvfRS9u7de449tB1V0BWljbi7GLmifwTf7SmgrsGmd3OUZjQXnztr1ix27drF9u3bmTt3Lvfff78OrTyTKuiK0oamD4ykpsHGyn0n9G5Kp6JHfK6vr2/j1zU1NWjrK/Wl5qErShsa2j2IcF93vtp+nKkDIvVujsOU/+cwDXk1Dt2na6QX/lN7tmhbveJzX3vtNV566SUaGhpYvXr1xZ7yRVM9dEVpQ0aDYOqACNYeKKKspkHv5nQap+Jzk5KSmDBhQpPxuafics+Oz01JSWH//v1kZmYCtCo+96677uLw4cM8++yzPPnkk848xRZRPXRFaWPTk7vxzg9H+e+ufH7XSVaOtrQn7Sx6xeeect111/GHP/zh4k/kIqkeuqK0sX6RvsSHevPVdjXbxVH0iM891aMH+O9//9susmJUD11R2pgQgt8kR/LC9wfJLaslKsBT7yZ1eLNnz2bq1KmkpqaSnJzcZHyuv7//GfG5+/btY9iwYYA2/XHhwoWNr59u7ty5LFq0qDE+d86cOcybN49XX32VlStX4uLiQkBAAB988EHbnOx5tCg+1xlUfK7SleWU1jLyuTU8NKkPfxij73DFhVLxuc7nlPhcRVEcKzrQkwHR/nytInWdSsXnKorSJqYmRfDkf/dxpKiaHiHOX/HYFan4XEVR2sSVSdpila935uvcEqWzUAVdUXQS4efBkLhANeyiOIwq6IqioykDIjh4opoDBerGF8rFUwVdUXQ0uX8EBoHqpSsOoQq6ougoxMeNYT2D+HpnPnpNIe7I9IzPPWXZsmUIIWgP07BVQVcUnU1JiuRocQ178ir1bopymubicwGqqqp45ZVXGDp0aBu3rmmqoCuKzib1C8dkEGq2y0XQIz731P7nzp2Lu7u7k8+wZdQ8dEXRWYCXK8Pjg1mxK5+HJvVuF7narfXNN99QUFDg0H2Gh4czefLkFm2rR3zutm3byMnJYcqUKbzwwguOOOWLpgq6orQDVyaG89Bnu9iTV0n/bn56N6fDORWfu379egwGQ5PxuSdOnGgyPhe0Hn5mZiYxMTEtis+12+3cd999LFiwoA3OruVUQVeUdmBi33D++sVu/rsrv0MW9Jb2pJ2lreNzq6qq2L17N2PGjAGgoKCAadOmsXz5clJTm4xZaRNqDF1R2oEAL1eG9wxixS412+VCtHV8rp+fH8XFxWRlZZGVlUVaWpruxRxUQVeUduPKxAiyS2rVbJcLMHv2bDIyMkhNTeXjjz9uMj535syZZ8Tnzpo1i2HDhpGYmMiMGTOoqmp6cdfcuXOJiopqjM+dN29eW5zSBVHxuYrSTpTWNDD4qZXcOaoHcyf1af4NOlPxuc6n4nMVpYMKVMMuDqficxVF0c3k/hH89Ytd7M2vpF9kx7s42t6o+NwmCCEmCSEOCCEOCSEePs92M4QQUgih75UBRemgLu8XhtEgWLFLLTJSWq/Zgi6EMAKvAZOBvsD1Qoi+TWznA9wN/OToRipKVxHk7UZaj0BW7CpQwy5Kq7Wkhz4EOCSlPCKlbACWANOb2O7vwHNAvQPbpyhdzuT+ERwtruHACRWpq7ROSwp6NyDntO9zTz7XSAgxEIiWUn59vh0JIe4QQmQIITKKiopa3VhF6Qou7xeOELBil2OX0iudX0sKelPBEo2/CwohDMDLwAPN7UhK+baUMlVKmRoSEtLyVipKFxLi48aQuEC+UePozdIzPnfBggWEhISQnJxMcnIy7777rtPb0pyWFPRcIPq076OA09P4fYD+wFohRBaQBixXF0YV5cJdkRhBZmE1mWrYRTctic+99tpr2b59O9u3b2fOnDlt3MJfa0lB3wIkCCG6CyFcgeuA5adelFJWSCmDpZRxUso4YDMwTUqpVg0pygWa1D8cgG92q2GXltArPre9aXYeupTSKoT4E/AdYATel1LuEUL8H5AhpVx+/j0oitJaYb7upMYGsGJXPnePb/8LYg4e/DtV1fscuk8f70vo1euxFm2rR3wuwGeffcb69evp1asXL7/8MtHR0c2+x5latLBISrkCWHHWc4+fY9sxF98sRVEmJ0bw96/3cqSomh4hzh8r7sjaOj4XYOrUqVx//fW4ubnx5ptvctNNN7F69Wpnn+p5qZWiitJOTeofzt+/3ss3uwu4a2y83s05r5b2pJ2lreNzAYKCghq/vv3223nooYccdDYXTmW5KEo71c3fg+Rof77ZrWa7NKet43MB8vN/+XtZvnx5uwgqUz10RWnHrkyM4KkV+zhWUpW+TosAACAASURBVEtMkKfezWm3Zs+ezdSpU0lNTSU5ObnJ+Fx/f/8z4nP37dvHsGHDAG3648KFCxtfP93cuXNZtGhRY3zunDlzmDdvHq+88grLly/HZDIRGBjYLu5epOJzFaUdyymtZeRza3h4ch9+P7qn3s05g4rPdT4Vn6sonUh0oCcDovxUWNcFUvG5iqK0K5MTI3jmm/3klNYSHaiGXVpDxecqitKuXJmoLWpRF0eV5qiCrijtXHSgJ4nd/FRYl9IsVdAVpQOYnBjO9pxyjpfX6d0UpR1TBV1ROoAr+p8cdlEXR5XzUAVdUTqAuGAv+kX68l9V0M+gZ3wuwNKlS+nbty/9+vVj1qxZTm9Lc1RBV5QO4sqkCLYdKye3rFbvpnQJzcXnZmZm8vTTT7Nhwwb27NnDP//5Tx1aeSZV0BWlg5iSGAmg5qQ3QY/43HfeeYe77rqLgIAAAEJDQ519ms1S89AVpYOICfIkKcqPr3fmc8eo9rVq9LHMXHZXO/aCbX9vD/6eENWibfWIzz148CAAI0aMwGazMW/ePCZNmnTR530xVEFXlA7kysQInv5mv8p2OYse8blWq5XMzEzWrl1Lbm4uI0eOZPfu3fj7+zv7dM9JFXRF6UCuTNIK+te78vjjmPYTqdvSnrSz6BGfGxUVRVpaGi4uLnTv3p3evXuTmZnJ4MGDHXtyraDG0BWlA4kK8CQ52p//7lTj6KfTIz73N7/5DWvWrAGguLiYgwcP0qNHDwed0YVRBV1ROpgpSRHsyavkaHGN3k1pN2bPnk1GRgapqal8/PHHTcbnzpw584z43FmzZjFs2DASExOZMWMGVVVN35B77ty5REVFNcbnzps3D9A+FIKCgujbty9jx47l+eefP+OmF3pQ8bmK0sHkldcx/JnV/GViL/40Tr8EQRWf63wqPldROrlIfw9SYwNYviNP76a0eyo+V1GUdm96ciSPfbWHffmVXBLhq3dz2i0Vn6soSrt3RWIERoPgy+3H9W6K0o6ogq4oHVCQtxujEoL5z/Y87HZ9roMp7Y8q6IrSQU1P7kZeRT1bskr1borSTqiCrigd1GV9w/BwMfKVujiqnKQKuqJ0UF5uJib2C2PFrnwarHa9m6MLPeNz77vvPpKTk0lOTqZXr166Lvk/RRV0RenApidHUl5rYd3BIr2b0uk0F5/78ssvs337drZv386f//xnrr76ah1aeSZV0BWlAxuZEEKgl2uXn+2iR3zu6RYvXsz111/vpLNrOTUPXemc7DaoKYK6Mqiv0B7WerBZtIfBCEYXMLqBmw94BmkPr2DttQ7CxWhgSlIES7bkUFFrwc/TRZd2/O0/e9ibV+nQffaN9OWJqf1atK0e8bmnZGdnc/ToUcaNG3cxp+sQqqArHZe5CooOaI/SI9qjPBsq86D6BMgLGFc2uIBfFATEQXAChCdBRBKEXAImV4efgiNcMyiaDzdls3xnHjekxerdHF3oEZ97ypIlS5gxY0ZjToyeWlTQhRCTgH8BRuBdKeUzZ71+PzAHsAJFwK1Syuxf7UhRLlRNCRzfCvk7IH875O+EimO/vC6M4B8NAd0h/hLwiQDvMPAMBHd/cPcDFw+tYBtNICVYzWAzQ30l1JZoj8o8KMvSHtsXQcPb2v5NHhA9BLqPhB5jITIFDO1jxLJ/N1/6hPuwLCNHt4Le0p60s+gRn3vKkiVLeO211xxzIhep2YIuhDACrwGXAbnAFiHEcinl3tM22wakSilrhRB/AJ4DrnVGg5UuQEqtt529AbI3QW46lBz65fWgeIgeDINu1HrOIX0gIFYbQnEkux3KjmofIjnpkPUDrH5Se/hEQJ8p0Hc6xI7QtbgLIbgmNZq/f72XAwVV9A730a0temkuPvfxxx/HYrGwaNEiQEtKfOyxx5g9ezbe3t4cP34cF5fW//s5cOAAZWVlDBs2zGHncjFa0kMfAhySUh4BEEIsAaYDjQVdSrnmtO03A79zZCOVLqAyD46s1R5Hf4Cqk3OrPYMgeigkz4aowRAxANzbKLvEYICgntqj/8kZDDXFcGgV7FsO2xbClne04ZmBv9Pa6BvZNm07y2+SI3l6xT4+zcjh/03pq0sb9DR79mymTp1KamoqycnJTcbn+vv7nxGfu2/fvsZC7O3tzcKFC5scNpk7dy6LFi1qjM+dM2dOY4Tu4sWLue666xBCOP8kW6DZ+FwhxAxgkpRyzsnvbwCGSin/dI7tXwUKpJRPNvHaHcAdADExMYNO/xRVuhhrAxzbBIf+B5kroWif9rxnMHQfBXGXao/gXtBO/rP8SkMt7P8v/PyB1nsXRuj/WxhxN4Qntnlz7vwog63ZZWx6ZDwuRuf/xqDic52vtfG5LemhN/W/qclPASHE74BUYHRTr0sp3wbeBi0PvQXHVjqT2lLI/B8c/Ebr5ZortTHt2OGQPAt6joXQfu1mbLpZrp6QdI32KD0C6e9qxX3XUug5HsY+ClGD2qw51wyK5rs9J1izv5CJ/cLb7Ljt2d69e5kyZQpXXXVVhyvmF6IlBT0XiD7t+yjgV2uNhRATgEeB0VJKs2Oap3R4lfmw/2vY9x/I+hGkTbtY2e830GsSdB8Nbs5f7ed0gT1g0j9g9IOQMR82vQbvjoNLpsK4xyCkt9ObMKZ3CCE+bizNyFUF/aSuFp/bkoK+BUgQQnQHjgPXAbNO30AIMRB4C21opnU35lM6n8p82PsV7P1SG1YBCEqAEfdAnyvb1QwRh/MIgJH3w5DbYdPrsPHf2rDM4Nth7F/Bw3nLw01GA79NieKdH46QX1FHhJ+H046ltE/NFnQppVUI8SfgO7Rpi+9LKfcIIf4PyJBSLgeeB7yBT09eHDgmpZzmxHYr7U1NCez7CnZ9ps1OQWrDJ2MfhUumQWifZnfRqbj5wJiHYPAcWPsP7eLpns/hsr/DgOucdl1g9tAY3lp/mEU/HeOBic7/rUBpX1o0D11KuQJYcdZzj5/29QQHt0vpCBpq4cAK2LkUDq8Cu1W7iDnmEeh3FYT00ruF+vMKgitfhIE3wIq/wJe/h52fwLR/a/PmHSw60JNxvUNZnH6MP42Lx82k/2IXpe2olaJK69jtWg98xxJtSKWhGny7QdofIWkmhPVvv7NS9BSZDLd+D1vnw/ePwevD4PInIeUmh/+8bhgWy6r5hXy7u4Dpyd0cum+lfeukA5mKw5VlwZp/wL8GwAdTtDHyvr+Bm76Ge3fDxL9rU/VUMT83gwEG3wZ/3ATdBsJ/7oEls7TZPw40KiGEuCBPPtzU+acF6xmfe+zYMcaOHcvAgQNJSkpixYoV59hD21EFXTk3Sx3s+AQWTNEK+brntEU2V78DfzkIv3lNWwrfWS9wOktALNzwFUx6Bg6thDdGaDOAHMRgEPwuLZat2WXsPl7hsP12Nc3F5z755JPMnDmTbdu2sWTJEv74xz/q0Mozqf+Jyq/l74T/PgAv9IYv7oCKHBj7/+DeXXDjl9rQiqun3q3s2AwGSPsDzFmpZcx8MBXWPa8NaTnANYOicXcx8FEX6KWDPvG5QggqK7WEyYqKCiIj9VklfLpmV4o6S2pqqszIyNDl2EoTzFWwa5m2MCZvG5jctdkpKTdA7KWqF+5M5mr4+j5tQVKvyXDVmw6Z3vjI5zv5/OfjbHh4HMHebg5o6JnOWMX4zcNQsMuxBwhPhMnPnHcTb29vqqursVqt1NbWnhGfm5mZSXZ2NldffTU///wzdrudhIQE0tPT2bp1K8uWLeOtt95qjM+dO3cuMTEx9OjRg40bN/4qcfHUsU7Jz89n4sSJlJWVUVNTw8qVKxk0yLELyZyxUlTpzPK2axfqdi3TLnCG9oPJz2m9cI8AvVvXNbh5w9Vva1k13z0Cb4+B6xZB2MVlsswZ2YMlW3KYv+EoD17euaeN6hGfu3jxYm6++WYeeOABNm3axA033MDu3bsx6Nj5UQW9K2qo1eZEZ7yvRdKaPLTwqUG3QFRql7+wabVbqbHUYLaZsUs7VrsVIQRuRjdcDC54mjxxcXSyoxAw9A4te33pjfDeZdq1ij5XXPAue4Z4M7l/OB9uzObO0T3xdXfizS+a6Uk7mx7xue+99x7ffvstAMOGDaO+vp7i4mJCQ0MdeGatowp6V1J8SCvi2xdqd/AJ7g2TntUWujhxBWN7Ut1QzdGKo+RW53K8+jjHq49TWFtISV0JxXXFVDZUUmeta3Y/Xi5e+Lv5E+QRRDevbnTz6Ua0TzQJ/gnEB8TjYbrAVZoxaXDHWm32y5JZMOEJGHHvBX/I/nFMPCt2FfDRpmzuGht/YW3qAPSIz42JiWHVqlXcfPPN7Nu3j/r6ekJCQhx6Xq2lCnpnZ7PCwW9hy7twZA0YTNrY+ODbtBzvTtobt9ltHKk4wv7S/RwoPcCBsgMcKT9CYd2ZyRQBbgGEeYUR5BFET/+eBLgF4OXqhbeLN25GN0wGEwZhQEqJxW7BbDNTY6mhwlxBmbmM4tpidhXv4n/Z/8MqrQAIBHF+cSSHJJMSlsKg0EFE+7ZiEZFvJNy8Ar66C1bOg8L9MO0VMLV+HLx/Nz9G9wrh/R+PcuuI7ni4ds6FRnrE57744ovcfvvtvPzyywghWLBgge4xuuqiaGdVXahd4MxYAJW52uKf1Ftg4I3gE6Z36xyupK6E7UXb2V64nV3Fu9hbsrexp+1qcCU+IJ54/3i6+3Wnh18PYnxiiPSOxNPFMbN1rHYredV5ZJZlcqDsAHtL9rKtcBuVDdosiBifGEZFjWJk1EgGhw/GxdCC3qCUsP55WPOU9uF77ULtDkytlH60lJlvbeJv0/px0/C4Vr//XFR8rvOpi6JdmZSQuwXS34E9X4DdAj3GaOObvSZrt17rJIpqi0gvSGdLwRa2nthKVmUWoBXvPkF9uCr+KvoH96dvUF9ifWMxGZx77iaDiRjfGGJ8YxgfOx4Au7RztOIo6QXprM9dz6cHP2XhvoUEuAVwWexlTO4+mZSwFAziHBfRhIDRc7Ukxy//CO+Oh1mfQnDrhk6GdA9kcFwAb607zHVDortUHEBXi89VPfTOwFKnzVLZ8o52uzQ3XxhwvRYM1UnyVGosNWwp2MLm/M1sytvEkQotEtXHxYdBYYNICUthYOhA+gb1xdXYPm/mXGetY2PeRr49+i1rc9ZSb6snxieGGb1mMD1+OoHu5+l9H9usjalLO1y3GGJbd8uzHzOL+d17P/HoFZdw+6geF3kmmo7SQ+/IWttDVwW9Iys9ChnvabdCqyvT7q85ZA4kXdfhM8allBwsO8iPx39kQ94GthVuw2q34m50Z1D4INLC0xgSMYTeAb0xGjpej7PWUsuqY6tYdnAZPxf+jIvBhcndJ3NTv5voFXCOD+HSI/DxNVB+DH7zBiTOaNUxb56fztbsMtY9OJZAr4v/0FMF3flUQe/s7DZtuXj6O9qfwgCXTIEhd3T4i5z11np+yv+Jdbnr+OH4DxTUFADQO6A3I7qNYHjkcAaGDmwXPXBptSLNZqTVCkYjwmBAmEwI19a37VDZIZYcWMLyw8ups9YxInIEtyXexuDwwb/euLZU66kf2wTjH4dL72/x33nmiSom/esHbkiLZd60fq1u59lUQXc+VdA7q5pi2PaRNu2w/Jh2159BN2sPnW5M7AgldSWsy13Hmpw1bM7bTL2tHk+TJ8MihzEqahSXdruUUM+2mdcrLRYseXk05ORiyc3FUpCPtbAIa1ERtpISbJWV2CorsdfUgM3W5D6EqysGLy8Mvj6YQkIwhYTgEhqGa1wsrnFxuHbvjiksrMnZEOX15Sw9uJRF+xZRUl9CalgqfxjwBwaHDz5ze0u9NgNm9zLt5tRT/gktnBf/6Be7+GRLDt/dN4qeIRf3W5wq6M6nCnpnIqXWE8t4X0s3tDVA3EhIvRX6TAGT/j3VC3Gs8hirjq1i9bHV7CjagUQS6RXJ6OjRjIkaQ2p4qlN74dJqpSEri/oDBzAfOIj58GEajhyhIScHrNZfNjQaMQUFYQoNxRgUiNHXD6OvLwZvbwzubghXN4TJiLRLsNuQFgv2mhps1dXYKyqxFmkfBpYTJ5B1v8xtN/r7496vH+79++M5KAWPlBSMpyX51Vvr+SzzM97b9R5FdUUMDh/MPSn3MCBkwGknIbX0y/XPaTfVnvlRi9YSFFebGfP8WtJ6BPHuTU3WhBZTBd35VEHvDGpLtZsgbF0ARfvBzQ+Sr9dWcnbAO/9IKTlQdoCV2StZdWwVh8oPAdAnsA/joscxLmYcvQJ6OWUOr7TbacjKom77Dup376Zuz27M+w8gzSdve2sy4RoXi1v3Hrj27IFrTCyu0VG4REVhCg1FNDEvudVtkBJrYSENR7MwHzlM/d691O/ZizkzU/sAMRpx79sX75GX4j1mDO79+yMMBsw2M8sOLuPtnW9TWl/KuOhx3JNyDz38T7uouX0RLL8bArvD9Uu0NMxmvL72EM99e4C3bhjE5Rdx79H2UNDPzldxhkcffZQPP/yQsrKyM46VnZ3NrbfeSlFREYGBgSxcuJCoqCiHHlsV9I7KbofsH+Hnj072xs3avTdTb9WW5bu2bDlye2GXdnYW7WRl9kpWHlvJ8erjGISBgaEDGR8znnEx4+jm7fibL9jr66nbuZO6n3+mduvP1O3cib1Ci5A1eHri3rev1jvu1xe33r1x6979gsa9zzimXdJQZ8VitmGz2rHbJNIuEUJgMAoMJoGruwlXDxMGwy8fWva6Oup27KA2PZ2azT9Rt3072O0Yg4LwmTAB38mT8RycSp3dzMJ9C5m/ez511jp+m/Bb/pD8B4I9grUdHf0Blt6g9dpnfgg9Rp+3vQ1WO1e9voGCinq+u2/UBQd3dfaCLqVESkl6ejqxsbEkJCSccaxrrrmGKVOmcNNNN7F69Wrmz5/PRx995NA2qILe0ZTnaHf/2b5Qu4mEm58WjDXoJi1trgOx2q1sPbGVldkrWX1sNYV1hZgMJoZGDOWymMsYEz2GII8ghx7TXltL7c/bqN2yhdr0dOp27waLBQC3hHg8kgfikZyMx4AkXHv0QLQyOMlcZ6WisJaKojqqS81UldZTXVZPXVUDtZUN1FVbsNQ3PZ7eFFcPE15+rnj5u+Ed4IZfqCcBYZ74h3vi42ahbuMGqtespmrNWmRdHcaQYPyuuBK/315NXUwIb+54k6UHluJqdOW2xNu4se+NuJvctRkwi66D0sMw+VlIve28F0sPFFQx9d8/MrZPCG/+btAF/XbUngp6dXU106dPp6ysDIvFwpNPPsn06dN57LHHCA4O5p577gG03nZYWBh33303zz//PEuXLsVsNnPVVVfxt7/9jaysLCZPnszYsWPZtGkTX375JbGxsWcc65R+/frx3XffERUVhZQSPz+/xjhdR1EFvSMwV8P+r7Vfl4+uB6Q2Np5yozY23oGyxhtsDWzO38zK7JWsyVlDubkcd6M7l3a7lAmxExgVNQofVx+HHU82NFC3Ywc1mzZTk/4TdTt2agXcaMSjf388B6fikZqK58CBGP38Wrxfc62FkuPVlByvoTSvhtL8GspO1FJX2XDGdq4eJrwD3PD0dcXTzxUPb1dcPUy4eZhwcTdiNBm0XrlBYLdL7DaJzWqnoc5KQ52V+lorteVmqsvNVJfWU1Pxy/6NLgaCo7wJjfUlLModv8I9WFb/l+p168Fiwb1/f/xnzKB8VCL/3P8Wq3NWE+4Vzr0p93JF9ysQ5kr4bA5kfg/Js7V7mbqcO1PmrXWHefqb/bw0cwBXp7R+qOD0YvNs+rPsL93f6n2cT5/APjw05KHzbqNnfO6sWbMYOnQo99xzD59//jm//e1vKS4uJijIcZ0WtVK0vbJZ4PBq7YbKB1aApRYC4mDMw1o4VkCc3i1ssVpLLRvzNrLy2ErW5ayj2lKNl4sXo6JGcVnsZYyIHOGwJfVSSswHM6nZuJGaTRup3ZKhXWA0GHDv14+gm2/Cc8hQPFMGYmhhSl5ddQOF2VUUZVdSmF1FcU41VaX1ja+7epgIjPAiLjEI/1BP/EM98Q3xwCfIHTePX/7L2G02qktLqCotobq0hJryMuqqKqmvrqS+uhprgxmL2Yzt5G8MAAhwcXXDzd0D7zh33Dy9EQYvbDYPGuo9qC6DfRur2dVgB9zwDZlNt/tuJ7jyAMa1n1Iwbx4GLy8enjaVGy/7G8+WLOHhHx5m0b5FPDj4QZKvXwJrn9Eulhbsgms/Oue/rTkje7By3wmeWL6HQbEBxAZ1rGG90+kRn/vCCy/wpz/9iQULFjBq1Ci6deuGyaRvSVU9dGeyWSDrB9j9Oez7D9SXaxnj/a6CxJlasl4HmTdeYa5gXe46Vh9bzYbjG6i31ePn5se46HFMiJ1AWkSaw2amWAoLqd20ieoNG6jZtAlbUTEArt274zV8OF7D0vAcMgSjr2+z+7JZ7RTlVHHiSCUnjlZwIquSyuJfird/mCfB0d4ER3kTHOVDUDcvvPzdGocgpJRUlRRRkptDWV4upXm5lOXnUVFYQGVxEfLsOwwJgbunF27e3ri4uePi6obJxRUTLhikESEN2BoasDSYsZjrqa0qw2ypxyYt2E6Ge5lcXfENicTNKxybLYiqMl/s9mCMLq5EhBsJKdmB9/oluNaU4jF0CJnje/GM60oKzcVMjJ3IvYPuJTpvD3x+Bwi0aY39r27y53OspJbpr/1IgKcrn/1hOAGtWHDUnoZcFixYwDfffMPChQsb43PXrl1LXFwcn3zyCRs3bqSgoICbbrqJK664ggceeIBevXo1GZ87ZcoUdu/efc5jNaW6upo+ffqQm5vr0PNTPXS9WergyFqtgB9Yoa3gdPWG3ldo/6l6ju8w0w0LagpYfWw1q3NWk1GQgU3aCPUI5aqEq5gQM4GUsBSHZKTY6+upzdhKzYYN1GzYgPngQQCMAQF4DRuG14gReA0fhksTtwE7W111AwWHK8g/XEHB4QoKs6uwWbWi6x3gRlicL/1GdSMs1pfgGJ8zetyW+nqKjmVxOOMIhVlHKDqWRUlONg2nTTl09/LGPyKSiIQ+9BkxBj//EHxcAnHHCxeLK6Ie7BUN2KoasNdYsNdYkWeNsUskdleJzdUOJ0ejBGAwGsFFYsFMjbWCssoCymuOIy07qbSWIXz8ycuJ5JglAkPq/yPUx07w4TWEPv8lb4T6cmBcGi9a1zM9Zw3X9r6WO27+DwFf3w/LbtEWoU1+FtzOHP6KCfLknRtTmfXuT9zxUQYf3TYUd5eOt/JWj/jc4uJiAgMDMRgMPP30041Z63pSBd0RKvO1ccuD38LhNWCt0y5u9p4Ml0yF+PHnHctsL6SU7Cvdx9qctazNWcu+0n0AdPfrzi39b2Fc9Dj6Bfc7d5hUS49jt2M+cEAbRtmwgdqMrciGBoSLCx6DBhFy//14XzoCtz59znsRU+s915N3qJz8QxXkHyqnrKAWAINREBLjQ/8x3Qjv7kd4Dz+8A36ZzWEx11N49CAnjmRScOQQhUcPU3o8Fym14u/u5U1wTBx9R40jODqWoKAofEyBGCoF1sJaLIW1WDPrsNdYADNWzDRgp9rdQo2XhWrXBmo8zdR41lNjq6fOaqbeWk+DrRppqMVkbMBksmAw2BDCjhB2pDQgMGGUrphsnrh4eOFmCcXX2pMo6YmH3YS9rpIqCiht2E1JiZ183wiMafcSYrcS+t0qXq0xcGRoOK8Xf8yXYV9yy+Ab+V33kXhu+Bdkb4Cp/9IC206TGhfIi9cM4M+Lt/Hgsp3869rkM2bjdAR6xOeuXbuWRx55BCEEo0aN4rXXXmubkz0PNeRyISx1WljS4dVwaBUU7tGe94uB3pOg1yTtImcH6InXWmrZnL+ZH47/wPrc9RTWFiIQDAgZwNiYsYyNHkt3v+4XfRxLXh41mzZRs2EjNZs3YystBbSZKF7DR+A1YjieqakYPM899i7tkpK8GvIPlTcW8ZpybT65m6eJ8J5+RPT0I6KnP6GxPphOZn/bbTaKc7IpOHyQgkPaozjnWGPx9goIJKx7T8J6xBMa24PgwGhca92w5NdgyaumIb8G+2kXR6WHgaoAGxWe9ZQaqimzVFFaW05ZZTkGgxlPzwo8PCrx8KjG28eMwcNClYsb5UZ3SoU/FdKP4oZAKhr8qW1wA4sBN4sVo60BF3sDBhowCIkwCIxGicFVYjJa8DPUEGCrIrDaRmClJz7VMXhU+iFrK6ioK6bYYkSaoggrLyUifwtVEcUs7ldC9iWB3Bw9nmu3fYVn6RHtgunEJ38VxfvG2sM8++1+pg6I5IVrkppNZWwPQy4toeJzlTNZ6iA3A7I3amPiOT9pqzYNLlrq3WX/B/ETILRvux8Tl1JyqPwQG/M28uPxH9l6YisWuwUvFy+GRQxjTPQYRkaNPH/yXwtYS0q0+dU//UTtps00nPwV2BgSjNelI/AaNlwbRgk7dza7zWKn8FgV+YfKtcfhCsy12jizl58rkQn+RMT7E5ngT2CEF8IgTvbaizny8ybyDx0kP/MAJ44ewnpyIZG7tw/hPRPoOTiNsO7xhATF4lJlouF4NZbcKhr21FBdf1RrgEFgD3GhPMJMaUwNRdYKiqpLKC4tQZZZ8Goox9unnKDAehJiK6hzMZMjAsglmmxrErk13aiu8iX8RB5h9Zn4ymyMhsPYjVV4mMzYTFYwSKqMBgoMBqxGAWfXUAmudRIfux0vO3jbDHjYXHExeoHfIWRgEAZXfzxdPLmkxkpoYRl4Co74D6Ta6slVPxfiu2kvq+M/ZcbgAKZHT+a63UvxO/gtjH5IW6x2suPx+9E9EAKe+WY/JyrrefuGQfh7tv9Oyfmo+Nw20m576FJCZZ6WK567BXLSIW+bli2OgPD+0H209mtrzLAOkWpYWFvIT/k/sTl/M5vzNjfetSfeP57hkcMZFTWKlNCUi7pPprWkhNotGY3zwc2ZmQAYLgnXEgAAEvZJREFUvLzwHDwYr+HD8ExLwy0h4ZxznuurLRQc0ca/8w+XU5j1y/i3f5gnEfF+RJ4s4D5B7gghMNfWUHA4U+t5Hz5I/qGD1JRpvX+jyURo956Ex/ciokcvQsN64GH21Ir38WoacquR9SeX+hsFtjAXyv3NlLjUUNRQRkF5EWVlZRgMVry8SwkOqiEoqBo3j2IKhZ2jxJEle/z/9s48No7rPOC/b2fvJZc3uSJ1UKKo05YtH1KcBE6Qo3ESIAfqwHGLIkXSpm6RBCgaFC3aBkWQIgkSFGiDtEiapkaaxkWQxq3dGLVTpGgax4gtKZZpHdZBUhTvc7n3zs7M1z9mRVMUZfGSRDLvRwz3zXvfzr7vzZtv3rx5731cLO9maLadlplxuvInaOQ1CI6SjeQYDitDQQudp3PUg2YN0hiIUx9MUBtKUBuuJRaMEQ6ECVkhXM/DdsrYrk2+nGPWzpJxcmS8AmmxmbY8Klcd06OjAvWVBGFtJGClaAik2DcZIToUp5BzqZ8cZSrWwwuHZtizLcYjw+forN0G7/wLOPAhqK5a+fTJYf7o+yfZ1hjj737zXvamFh92ulFa6BsZMw59Oaj6C12N9vjbyMu+8c6N+elWBNrvhm1HYMdbYftRf5TKOkZVGcmPcGL8BMfHjnNs9Nic84eGSANHtxzlTVvexFs63kIqsbJp36pKZWCAwi9/SfH4cQrHjmP3+a1aicWIHz5M/MgREg+8iejBg8giQ7k812N6JM9odfTJaG+G9Fi1/zsgtOyovaoLJZ4MU7HLTPT3MXrxvN/3feEc08Ovjypo2NJOavdetnTtIdXaRW2gEWe06BvvoRxafN14O63BOeM9XplhbGaCdDo9Z7xbW4o0NuWIRscYx6WPnVzULi7Y+7mc3kLb9Ah788do5DReZJSJSIHzEYtitc/fUthKhF2RVvY27WZX80G2p+5ma9M+kuHkqpc5UFUmZi9x9tILvDpwnHNTZxm2RxkJlkhb/rFFla0VpcVOENVW4tLOjkwrLX0JAuPDDCXPMrNnjAdD47w9toXIA5+Cu38DQjFe7Jvmse8eJ1Os8NjbuvjUO3Zf87L0zJkz7Nu377a7XdusqCpnz541Bv0aPM93wzZ5DibPw/gZf5s4C+UrM7sEWvZC+2F/yn3Hvf5MzXXeD15ySpyZPsMrE6/QM9nDy+MvM1bwb0hXnD/cl7qPI6kj7G3cu6IXmm4mQ7Gnh1JPD8WTr1A8eXKuDzyQTBI/fJjYffeSuP9+34AvGC2gnjI7UWR8wB/3Pd6fYWIgi2P7re9YbYi2zuScAW/ZkUTdMhOX+hnvv8hY70XG+y4wNXQZr7rKYbyu3m9579xDqqmLunALMu1iD+eojOTRsi/nWVBsgdmkzXQox6Q9y1h6gmw2SzBYJpGYoaW1SGNDjkhsnHH16KeTfnZxobKf/tkOaqbTHMwep9XrwQoPMhXNci5ikbX8sowo7A4kubOhiwOpe9m/4+10NR1Y1RPPahibvshPXv4Pjl/+GUOlAQZDrxv5iKfssAPUO3XEtI1Gu4NdryXIFHoh1cN9bWXuP/BhQnc9ynTdQb7wzBl+eGKInc0J/vDde3jvHSlCVb37+vqora2lqanJGPU1RlWZmpoim82yc+fV77B+NQx6OQuzg36Le+YSpC/5DiCme/0p9fM9ucca/f7u1n3QdhBSh6B1/7pfL2WmNMP5mfOcT5/nzNQZTk+fpjfdi6u+8dqS2MJdLXdxuPUw97TdQ3d997KcP6gqzsSEvwLha2cpnjpF6dRpKgMDczLhzk5/Kv1hf0p9pHv3VSNRKmWXmdE8k4M5f7ucZXIwNzc93goFaNlWQ2tnktYdSVo7a1AnzdTgABMD/UwO9DMx0Ed6dGTumLFkHamd3XS076W5fjtJq5FABiqjeZzJIqg/FLAQtv2XlYkyM4E8U+VZJmYm8bwSsViGRGKW5habZG0GDacZJMFltnNJd9BX3sdgppW69BT7sydp9U4RDA0yG52lNwLj1acMS2GXxDlU38Vd7Uc50Pkuupr23nQXd6tBVTl/+ThPH3uCcxO/ZJwpBsIudnUkS73r0W6HqHUaiHutNORaSA1mSDWf564jR8nVvZPP/iLKuUmb9rooH3tzJx++p4OGqMXg4CClUukGOTCshGg0ytatW68ZTrm5DPrlF/0hgtkRyI76QwYzg1CavVouGIWGnb4/xsad0NwNTd3+Z6Jl3b68tF2bwdwglzOXGcgO0D/bT1+mj950L1OlqTm5xmgjB5oOsL9xPwebD3Ko+RAt8ZYl/Ya6rr/ud/8l7L4+yr0XsS9cpHzxIu7MzJxcqKOjupjVAaJ33knsjjuw6upQVYrZCrPjBWbGCqRH/c/p4RyZqRJUq1QwYtHcUUPzthrqWgNEY3ncyjTpsRF/ks7QZaZHhl6fSSlCKrWLVFs3LQ3bSUaaiXpxmHVwpkqo61GiQiZQJFdTIRevkAkWSTs5pnPTBKxZorEssViWZLJIbbJIJVphTKKMkmJIt3Kp3MlooQN31mVX5jzt9hlqpQ8vPM5spEBvOMBUdXSHKGyTCAdrtnEodQ937Hw3+1rv9tdO2eDYdoFnXvoBz5/9EeP2JSaDeYZCilu9LuKeR7ttkXTjxNw6om4D9aUEyQyccpOckUO0bd3NOw+keKCriQNb6oiFN9749Y3Iqg26iDwE/A3+O/hvqeqXFqRHgO8A9wJTwCOq2v9Gx1yxQX/h6/Dcn/sOHmpTUNsOdR2+V/u6rVC/A+q3Q03rujLajueQsTNMFaeYLk0zVZxivDDOeHGc8cI4I/kRRnIjTBYnUV4/J7XhWnbV7aIz2Ul3Qzfd9d10N3TTHGte9DFXVfFmZ3EmJ/21uEfHcMZGqQyP+E4bhoawh4fnFrACv9sk0tVFZHcXkT17sbq68VKdlLwIuXSZfLpMdqpEdrpEZqpEZqJIpfz6ZBmxPJKNHok6h0i8TDBYwPMylPPTZCcnSI+NUM7nCUmYaLCGeDBJY0M7DXVbSMZaiFs1BCsh7LxN0S1TkDJ5yuStMoWoQz5YphicocQkVjBDOFIgEi5iRUt4NWGKsTDpQIQpGhm1U4yW20gX6wnnKzQXhmiq9FPjDRMKTOCEZsmFSgyFhZF5ffshhU6Js692Gwfb7mbf9rext+0wNeH1/9J7rZjJTvJvP/sOpwdeYNYZIR3MMhF0mAle3U3X5Hg0OBZxL0zEixHWGCEvTtCNE3VjxKmluX4Hew4+yPad3bQmYyRjQdMts0asyqCLiAWcA94NDAIvAY+q6ul5Mn8AHFLVx0Tko8CHVfWRNzruig26Uwax1sSDvariqIOnHq7nUvEqOJ6Dqy6O51DxKlTcCrZnY7s2Fa9C2S1TdsqU3BJlt0zRKVJ0ihQqBfKVPPlKnoJTIGNnyNk5MnaGdDlN1s5e8/uiSo3ESEVaaI+00B5pIxVupj3czJZQM22hRmrdMFoq4hVLePm8vxXyeLkcbiaLm8ngzKapzGRw0hkqs1k8F7xAEC8QxA2E8awwWtcILe3Q2ILWt+DWNODEarCtKGXbo5QvU8qXKGYLVEolVCugNmgF0QqhoEMk4hEKeYTERbSCuA6ebaOOYkkYy6pugTBWKEIoGkWCFhIElwqVQJlKsIRtlSmGypSCFcphh2KoQtnysAOCHQxSkQAVCeJ4goOF4yquIziOglMh4FYQt0zIyxHSHBZ5RPK4gRIVyyYfdEhbMGkFKC+YmFTrCe2BODvjbexu7GZX2110dTzA9rrOdd1tcjs5M/Aqzzz/BEPT58nrNKVAjmKgRMZymA7q3IvghViqxD0l7kHUCxBWIaQWQbWwqluAIAG1CGAh1c8AQT+sFgECftxcmoUlASyCBCWEFbAIBUKEgxFCgRDBYIiwFSESiRCNJIgEo8TiNcTiNdQk4sRj9cTiCWoTddQk127RuFvJag36A8Bfqup7qvt/CqCqX5wn82xV5gURCQKjQIu+wcFXatA//bUPciF6cdnfM6yc+e2q5XTQ6byQVg+k8+IV0GqcB7jifzoCDkJFuGq43xsRUKVWAyQ1SIMVozlUR1uimW31O2hv3EOq+QBbG3dTF1n6CoyGpXG29xV+/tKPuTR1jpybwaZAhRJuwMbFpiIVHHFwxMMOuNii/haAskBZBO82td4DqgTmwn5d9zd9PVytsDJv4zppzEtjwf5cnMLBwh7+9jNPrijPq51Y1AFcnrc/CBy9noyqOiIyCzQBkwsy8kngkwDbt29fUuYXEtI4jc7G78Pc6Cx++V0bK1K12CLVSi3VsP8XkEB181tfQbGwxCIcCBOxwoSDYRLhONFQnHg4QX28nrqaRmpiDdQk2qit2UJtrJHacO2qlyQwrIx9uw6xb9ehFX/fLpcZHu7l8sB5RieGmclPkSvlsCtFbLWxPRsXF09dXDxUXBQPDw8VD0VRXL/ZIIo310TQalNCUZkXnvsEqt8BRRUQXdAQmd+E0av++40UnZ/kI3pN1NXfhah3c54OlmLQF7t2FzbUliKDqn4T+Cb4LfQl/PY1/PVnnljJ1wwGwzolHInQuXM/nTvNJKXVspQmzSCwbd7+VmD4ejLVLpc6YHotMmgwGAyGpbEUg/4S0C0iO0UkDHwUeGqBzFPAx6rhh4GfvFH/ucFgMBjWnht2uVT7xD8FPIs/bPHbqnpKRD4PHFPVp4B/BP5ZRC7gt8w/ejMzbTAYDIZrWdI4LVV9BnhmQdzn5oVLwEfWNmsGg8FgWA5mWIDBYDBsEoxBNxgMhk2CMegGg8GwSTAG3WAwGDYJt221RRGZAC7Ni6oDZpcRXg03Os4bpS+WtjBupbo0s2B27Q1YSnksR5fl7F8JX+/4t1KX5Z6Thfs30mW53EpdtgMDi8SvhS5rXb8Wi7tV1/1qz0mIq+vz7axfO1R18aVVVXVdbMA3lxNeq99abvpiaQvjVqoL/jDQNdNjubosZ/9K+HrHv5W6LPecLFeXta5fa6kLMLHU+nUr9VihLjftul/tOVlYn29n/XqjbT11uTy9zPBa/dZy0xdLWxh3q3RZyjGWo8ty9p++jsxKWY0uyz0nC/c3si7p68Svx/q1WNxGuFbWW/26Lrety8VwLSJyTK+zitpGYzPpsp4x5Xxr2CjlvJ5a6IbqwmWbhM2ky3rGlPOtYUOUs2mhGwwGwybBtNANBoNhk2AMusFgMGwSjEFfI0TkIRF5TUQuiMifXEfmQRE5ISKOiDx8q/O4GkTk2yIyLiKv3u68bFbWsoxF5BkRqV+LfG12llLuIvL4RrhmjUFfA6qOtL8OvBc4ADwqIgcWER0Afhv43q3L3ZrxOPDQ7c7EJudx1qiMVfV9qpq+saSBNSr3qh24rRiDvjYcAS6oaq+q2sC/Ah9cKKSq/ar6Cr7Dw0URkYSI/EhETorIqyLySDX+XhH5XxE5LiLPisiWavxuEfnvqvwJEem6GQqq6k+5gRcqEflINc8nReSn1ThLRL4iIi+JyCsi8nvz5P9YRHqq8l+6GfneSCyxjB8Xkb8Xkf8RkV4ReVu1hXlGRB6fJ9cvIs0i0llN+wcROSUiz4lI7GbrspFYSrlXeVBEfl4t94cBROTt1XPxPaDnpmZ0CSxpPXTDDVmKI+2l8hAwrKrvBxCROhEJAV8DPqiqE1Uj/1fAx4F/Ab6kqk+KSJTbe5P+HPAeVR2a97j/CWBWVe8XkQjwvIg8B+wDPgQcVdWCiDTepjxvRBqAdwAfwJ+s8hbgd4CXRORuVX15gXw38Kiq/q6IfB/4deC7tzLDm4QtwFvx6+5TwA+q8UeAO1S173Zl7ArGoK8NS3KSvUR6gK+KyJeB/1TV/xORO4A7gB+LCPieo0ZEpBboUNUnYc7RyO3keeDxqtH4YTXu14BD8/of6/ANzLuAf1LVAoCqGh+0S+dpVVUR6QHGVLUHQEROAZ3AQoPeN8/IH6/KGJbPv6uqB5wWkbZ58S+uB2MOxqCvFUtxpL0kVPWciNwLvA/4YrU1+yRwSlUfmC8rIskV5vemoKqPichR4P3AyyJyN/7N7tOq+ux8WRF5iJXf9H7VKVc/vXnhK/uLXdPzZVzAdLmsjPnlOL8Rl7/VGbkepg99bViKI+0lISLtQEFVvwt8FbgHeA1oEZEHqjIhETmoqhlgUEQ+VI2PiEh8DfRZESLSpaq/UN894ST+Te5Z4Per3UaIyB4RSQDPAR+/kl/T5WIwrB5j0NcAVXWAK460zwDfV9VTACLyeRH5QDV8v4gM4vtf/Ub1EXkhdwIvisjLwJ8BX6i+aH0Y+LKInMR/pH5zVf63gM+IyCvAz4HUzdBRRJ4AXgD2isigiHxiEbGvVF9yvgr8FDgJfAs4DZyoxn8DCKrqf+Hf9I5Vdf3szcj3RmKJZWxYYzZTuZup/waDwbBJMC10g8Fg2CQYg24wGAybBGPQDQaDYZNgDLrBYDBsEoxBNxgMhk2CMegGg8GwSTAG3WAwGDYJ/w+lu95/qyoXxwAAAABJRU5ErkJggg==", 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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -634,7 +625,8 @@ "plt.xticks(\n", " [1 / (24 * 60 * 60) / 10, 1 / (24 * 60 * 60), 1 / (24 * 60), 1 / 24],\n", " [\"0.1 sec\", \"1 sec\", \"1 min\", \"1 hr\"],\n", - ")" + ")\n", + "plt.grid()" ] }, { @@ -661,14 +653,12 @@ }, { "data": { - "image/png": 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", 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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -676,34 +666,28 @@ "ml = ttim.ModelMaq(kaq=25, z=[20, 0], Saq=1e-5, tmin=1e-3, tmax=1000)\n", "w = ttim.HeadWell(ml, tsandh=[(0, -1)], rw=0.2)\n", "ml.solve()\n", - "plt.figure(figsize=(12, 5))\n", - "plt.subplot(1, 2, 1)\n", - "ml.xsection(0.2, 100, 0, 0, 100, t=[0.1, 1, 10], sstart=0.2, newfig=False)\n", + "ax0 = plt.subplot(1, 2, 1)\n", + "ml.plots.head_along_line(0.2, 100, 0, 0, 100, t=[0.1, 1, 10], sstart=0.2, ax=ax0)\n", "t = np.logspace(-3, 3, 100)\n", "dis = w.discharge(t)\n", - "plt.subplot(1, 2, 2)\n", - "plt.semilogx(t, dis[0], label=\"rw=0.2\")\n", + "ax1 = plt.subplot(1, 2, 2)\n", + "plt.semilogx(t, dis[0], label=\"$r_w$=0.2\")\n", "ml = ttim.ModelMaq(kaq=25, z=[20, 0], Saq=1e-5, tmin=1e-3, tmax=1000)\n", "w = ttim.HeadWell(ml, tsandh=[(0, -1)], rw=0.3)\n", "ml.solve()\n", "dis = w.discharge(t)\n", - "plt.semilogx(t, dis[0], label=\"rw=0.3\")\n", + "plt.semilogx(t, dis[0], label=\"$r_w$=0.3\")\n", "plt.xlabel(\"time (d)\")\n", "plt.ylabel(\"discharge (m3/d)\")\n", - "plt.legend()" + "ax0.legend()\n", + "ax1.legend()\n", + "ax1.grid()" ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "artesia", "language": "python", "name": "python3" }, @@ -717,7 +701,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.13" + "version": "3.11.10" }, "latex_envs": { "LaTeX_envs_menu_present": true, diff --git a/docs/03examples/well_near_wall.ipynb b/docs/03examples/well_near_wall.ipynb index 392a96b..4a88a5a 100644 --- a/docs/03examples/well_near_wall.ipynb +++ b/docs/03examples/well_near_wall.ipynb @@ -16,7 +16,10 @@ "import matplotlib.pyplot as plt\n", "import numpy as np\n", "\n", - "import ttim" + "import ttim\n", + "\n", + "plt.rcParams[\"font.size\"] = 8.0\n", + "plt.rcParams[\"figure.figsize\"] = (8, 3)" ] }, { @@ -56,29 +59,18 @@ "outputs": [ { "data": { + "image/png": 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", "text/plain": [ - "[]" + "
" ] }, - "execution_count": 4, "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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Trju/gKfvei+XLsriHx5/i8/+Ygt1OopHRGZITIHvnKt0zu09S5sa59z26HIHUAmUxNLvXFaYkcS/f+4Kvn3zCl471MQH/nkTj++o1mhfRKbdjM7hm1kpsBp4fYI2d5rZVjPb2tDQMFOlzahAwPhPV5fx1N++lyX5qdz9m11s+PkWjjV3e12aiPjYWQPfzJ4zs4pxHuvfTUdmlgb8Dviac679TO2ccw8458qdc+X5+fnvpos5Z3F+Gr/90lr++0dXsu1IMx/4503868sH6R/UnbREZOqd9dIKzrl1sXZiZglEwv6XzrnHYv08PwkGjA1rS1m3opBv/b6C//X02zyy9Rj/Y/2FXL00z+vyRMRHpn1KxyKXjfwpUOmcu2+6+5urSrKSeXDDGn66oZyBIcenHnydv/nlNqqaNM0jIlMj1sMybzWzauAq4Ekzeya6fp6ZPRVtdjXwGeB6M9sZfXwopqp97IblhWy8+xruXnceL77dwLr7XubeJ/fQ1j3gdWkiMsfZbD46pLy83G3dutXrMjxT29bLfc/u5bfbqslISuDL1y3hr68qJSlBV+AUkfGZ2Tbn3PjnRSnwZ789J9r5zp/eZtO+BgrSw3z1+qV8Ys1CEkM6UVpExlLg+8Trh5r4/sa9bDnSQklWMl++bikfu6yEcEgjfhGJUOD7iHOOTfsbuW/jXnZVt1GUkcQXr13MHWsW6mYrIqLA9yPnHK/sb+T/vHiANw43k5eWyGevLuNTVywkKyXR6/JExCMKfJ97/VAT9790kE37GkhOCPLx8vl87j1lLMpN9bo0EZlhEwW+7mnrA1cszuWKxbm8XdvOg68c5uE3qvj3147y/hWFbFhbylWLc4mcDiEi8UwjfB+qa+/loc1HePiNKlq7B1hWkMZfry3lttUlpIa1jRfxM03pxKnegSH+sOsED716hIrj7aSHQ9x6aQl3rFnIinkZXpcnItNAgR/nnHPsONbK/918hKcqaukfHGbV/EzuWLOQmy8uJj0pwesSRWSKKPBlRGt3P/+x4zi/3nKMt2s7SE4I8qGLivnYZSVcWZZLIKC5fpG5TIEvp3HOsau6jV+/UcUf36yhs2+QeZlJ3LK6hNsuLWFpQbrXJYrIOVDgy4R6B4bYuKeOx7dXs2l/I0PDjlXzM/noxfP48KpiijOTvS5RRCZJgS+TVt/RyxM7T/AfO49TcTxyn5o1pdl8ZNU8brqoiIL0JI8rFJGJKPDlnBxu7OLJN0/wh1017K3rIGBwRVkuN11UxAdWFFGUqfAXmW0U+BKzfXUd/HHXCZ58q4aDDV0AXLIgiw+uLOKDKwtZnJ/mcYUiAgp8mWIH6jt4Zncdz+yu5c3qNgDOK0xj3fJCblhewCULsgnqaB8RTyjwZdocb+1h4+5aNu6uY8uRZgaHHdkpCVx3fgHXLy/gvcvyyUzWcf4iM0WBLzOirWeAV/Y38EJlPS/uraele4BQwCgvzeaa8/K5Zlk+K4ozdKy/yDRS4MuMGxp27DzWwvOV9by4t4HKmsgRP3lpibxnaR7XnJfPe5flk58e9rhSEX9R4Ivn6tt7eWV/I5v2N/DK/kaau/oBWFGcwdVLc1m7JI81ZTmk6eJuIjFR4MusMjzs2H2iPRr+DWw/2kr/0DChgHHxgizWLsnlqiW5XLowWzdsF3mXFPgyq/UODLHtaAubDzbylwNNvFndyrCDcCjAZYuyubwsh8tLc1i9MFu3cRQ5CwW+zCntvQNsOdzM5oNNvHaoicqadoYdJASNi0oyWVOWwxVlOVy2KEdHAImcQoEvc1p77wDbjrbwxuFm3jjczJvVrQwMOczggqIMLluUxWWLsrl0YTYLc1J0dy+Jawp88ZXegSF2VLXyxuFmthxpZuexVjr7BoHIUUCrF2aPbABWzc/UfgCJK7qnrfhKUkKQq6I7diFyCOi+ug62V7Ww7WgLO6paeXZPHQChgLFyXgYXL8ji4vlZXLwgi8V5qToXQOKSRvjiS02dfeyoamVbVQvbj7ZQcbyNrv4hANLDIS6an8mq+VlcsiDyXJyZpKkg8YVpG+Gb2e3At4HlwOXOudPS2cySgE1AONrfo865b8XSr8jZ5KaFWbeikHUrCoHIr4BDDZ3sPNbKrupW3qxu46d/PsTAUGTAk58eZlVJJitLMrlwXgYXlmRqIyC+E+uUTgVwG/CvE7TpA653znWaWQLwZzN72jn3Wox9i0xaMGAsK0xnWWE6t5cvACL7Aipr2nmzuo2dx1qpON7Gi3vrGY7+6M1JTWRlNPwvnJfJhSUZ2iksc1pMge+cqwQm/B/AReaMOqMvE6KP2TuPJHEjKSHI6oXZrF6YzYbouu7+QSprOth9oo2K421UHG/n3zYdYjC6FUhPCrGiOIPlxRmsKM7gguJ0zitM145hmRNmZKetmQWBbcBS4H7n3OsTtL0TuBNg4cKFM1GeyIiUxBCXLYoc5XNS3+AQ++s6qTjexlvH29hT084jW4/RHd0nEDBYnJ/GBUXpYzYERRmaEpLZ5aw7bc3sOaBonLe+6Zz7fbTNS8B/GW8O/5TPygIeB77qnKs4W3HaaSuz1fCwo6q5m8qa9sijtoPKmnaqW3pG2mSlJHBBUeQXwDuPNLJSEj2sXPwupp22zrl1U1WIc641unG4kcj8v8icFAgYpXmplOalctNFxSPr23sHeLumg7drIxuCt2s7eGz78ZHzBAAK0sOcX5TOsoJ0zi9K47zovgVdOE6m27T/CzOzfGAgGvbJwDrgu9Pdr4gXMpISItf+KcsZWeec40RbL/vqOthX28G+uk721XXw8BtH6R0YHmlXkpXM0oI0lhaksST/5HMquWm6hLRMjVgPy7wV+BGQDzxpZjudcx80s3nAg865DwHFwEPRefwA8Ihz7o+xFi4yV5gZJVnJlGQlc935BSPrh4Yd1S3d7K3tYH99J3trOzhQ38nrh5vGbAiyUxJGbQDeeS7JTtatJOVd0YlXIrPM8LDjeGsPBxs6OVDfycGGLg7Wd3KgoXPkPgIQuZpoWV4qS/LTKItOL5XlpbI4L5XsVO0niFe6tILIHBIIGAtyUliQk8L7Rv0iAGju6udgQ2dkA1DfycGGTvbUtPOn3bUMDb8zeMtKSaAsugEoy02lLD915HVKov63j1f6mxeZQ3JSE8lJzWFNac6Y9QNDwxxr7uZwYxeHG7s41NjF4YYuNh9o4rHtx8e0LcpIYlFuSvSRGnnOSWVhboouN+1zCnwRH0gIBlicn8bi/LTT3uvuH+RI48mNQSeHGro42tzNC2/X09jZP6ZtdkoCC3NTKc1NYVFOysjywtwU8tPCOq9gjlPgi/hcSmKIFfMyWDEv47T3OvsGqWrqpqq5iyNN3RyNLm890sIfdp1g1CwRKYlBFuakMD87hQU5ySzITolOPUWWU3VY6aynvyGROJYWPvPGoH9wmOqWbo42d1PV1M2Rpi6qmro51tzN5oONI2can5STmsiC7GTmZ6cwf/QGITuZkuxkwiFdfsJrCnwRGVdi6MzTRM45mrv6OdbSw7Hmbo61dHOsuYfqlm52n2hj457akSuRAphBYXoS86PhPy96mGpJdvLIIav6hTD99F9YRN41MyM3LUxuWphLFmSd9v7wsKOuo5djzWM3CMdbu9le1cKTb9aMXJDupKyUBEqy3tkYzD9lw5Cbmqh9CDFS4IvIlAsEjOLMZIozk8ecdXzS0LCjvqOXE609VLf0cLy1hxOtPRxv6eFoUxebDzSO3LDmpHAoQElWMsVZSdHPjj5nJY0sZySFtFGYgAJfRGZccNQG4bJFp7/vnKO9Z5Dq1m6Oj94gtPZworWXP+9vpL6jl1N+JJCaGKQoM4l5WckUZSRRnJXMvMykd9ZlJpGRFL+HnirwRWTWMTMyUxLITMlk5bzMcdsMDA1T39FHbVtkI1Db1suJtp7ocy97axto6Ozj1IsJpIVDFGcmUZgReRRlht9ZzohsHPLSwr68bIUCX0TmpIRgYGSH73i/EiCyUahr7x3ZCNS09lDT1ktNWw917X0cPNhIfUffmLOUIXKPg/z0MEUZSRSM2hAUpIcpyoy8LsxMIj08t6aQFPgi4lsJwUDkMNHslDO2GRp2NHX1UdfWR217L3XRR21bL7XtvVQ1dfPG4WbaegZO+7PJCZEppPz0MAXpYQrSkyjIGLucnxYmKyVhVmwYFPgiEteCAYuEc3oSFzH+9BFAT/8Q9R3vbAjq2yMbiNr2Xhra+6g43kZ9R/1p5ycAJAYD5KeH39kwZEQ3CKcs56QmEgoGpu27KvBFRCYhOTEYvfZQ6oTtuvoGqe/oo769N/Lc0Ud9R2SjUN/Rx5GmLrYcaaal+/RfDAGDnNQwZXkp/PZLa6f8OyjwRUSmUGo4RFk4RFnexBuGvsEhGjv7x2wYGqLL00WBLyLigXAoOLLTeaZM32SRiIjMKgp8EZE4ocAXEYkTCnwRkTihwBcRiRMKfBGROKHAFxGJEwp8EZE4Ye7Ua4fOImbWABw9hz+aBzROcTmznb5zfNB3jg+xfOdFzrn88d6Y1YF/rsxsq3Ou3Os6ZpK+c3zQd44P0/WdNaUjIhInFPgiInHCr4H/gNcFeEDfOT7oO8eHafnOvpzDFxGR0/l1hC8iIqdQ4IuIxAnfBb6Z3Whme83sgJnd43U9083MFpjZi2ZWaWa7zewur2uaKWYWNLMdZvZHr2uZCWaWZWaPmtnb0b/vq7yuabqZ2d3Rf9cVZvYrM0vyuqapZmY/M7N6M6sYtS7HzJ41s/3R5+yp6MtXgW9mQeB+4CZgBfBJM1vhbVXTbhD4O+fccuBK4Mtx8J1Puguo9LqIGfQvwJ+ccxcAF+Pz725mJcDfAuXOuQuBIHCHt1VNi18AN56y7h7geefcMuD56OuY+SrwgcuBA865Q865fuDXwHqPa5pWzrka59z26HIHkRAo8baq6Wdm84EPAw96XctMMLMM4BrgpwDOuX7nXKu3Vc2IEJBsZiEgBTjhcT1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- "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, "output_type": "display_data" } ], "source": [ - "plt.plot(t, h[0])" + "plt.plot(t, h[0])\n", + "plt.grid()" ] }, { @@ -88,19 +80,17 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], "source": [ - "ml.contour(win=[-30, 50, -10, 30], ngr=40, t=1, labels=True, decimals=2)" + "ml.plots.contour(win=[-30, 50, -10, 30], ngr=40, t=1, decimals=2);" ] }, { @@ -142,31 +132,20 @@ "outputs": [ { "data": { + "image/png": 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", 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" ] }, - "execution_count": 8, "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, "output_type": "display_data" } ], "source": [ "plt.plot(t, h[0], label=\"no wall\")\n", "plt.plot(t, h2[0], label=\"wall\")\n", - "plt.legend()" + "plt.legend()\n", + "plt.grid()" ] }, { @@ -176,25 +155,23 @@ "outputs": [ { "data": { - "image/png": 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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], "source": [ - "ml2.contour(win=[-30, 50, -10, 30], ngr=40, t=1, labels=True, decimals=2)" + "ml2.contour(win=[-30, 50, -10, 30], ngr=40, t=1, decimals=2);" ] } ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "artesia", "language": "python", "name": "python3" }, @@ -208,7 +185,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.4" + "version": "3.11.10" }, "widgets": { "state": {}, diff --git a/docs/03examples/wells_in_different_systems.ipynb b/docs/03examples/wells_in_different_systems.ipynb index f6fac7c..e6e6b4c 100644 --- a/docs/03examples/wells_in_different_systems.ipynb +++ b/docs/03examples/wells_in_different_systems.ipynb @@ -9,7 +9,10 @@ "import matplotlib.pyplot as plt\n", "import numpy as np\n", "\n", - "import ttim" + "import ttim\n", + "\n", + "plt.rcParams[\"font.size\"] = 8.0\n", + "plt.rcParams[\"figure.figsize\"] = (8, 3)" ] }, { @@ -97,14 +100,12 @@ "outputs": [ { "data": { - "image/png": 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56r4XMi6w7NAyFu5byOrDq8k0mYT5hXFDzRu4ofoNNA5prMlfqTJOE74Lij6SzLvfriLyl+/oGv8nJqQCVZ8ZTUDv3ogl73JNcloySw4sYfHBxaw7so5Mk0moTyhdq3Wla7WutK7UGg+rR57HUUqVLprwXZQxhlmbDjNjynzu+uNH6ibF4964CVVfegHvZs3yfZzktGSWH1rOr4d+Zc2RNaRkpuDt5k27yu3oFNaJ66pcR2W/ykX4SpRSrkITvos7k5rB+4t2cPiHmdwXvYCg1DME9OlD6OhRuFesWKBjpWamsu7oOlYdXsXK+JUcPX8UgJoBNWlfpT1tK7clsmKk3p9XqVJKE34JEXv0DG/8uJ7wJbMYELcSq4cbFR4aRvADD2Dx9i7w8Ywx7Enaw5oja1h7dC0bj28kJTMFQagXVI+WFVvSvEJzWoS20E8ASpUSmvBLEGMMP28+zMTvf+PWP36i05GtWCpWotK/RxNwy80O/VE2IyuD7YnbWX9sPeuPrWfLiS2kZKYAEOodSuOQxjSp0ISI8hE0CG5Aea/yhfWylFLFRBN+CXQmNYMPFu9mw5yljNg2m1qn4/Fq3pxKzz9XoPr+1WTaMtl1ehd/JvzJtpPb2H5yOwfOHPhre6hPKPWC6hEeGE54YDi1y9WmZrma+Hv4F0r/SqnCpwm/BNtx7Ayv/LSNgJW/MGznIgIuJBPQuzehT4/EvUqVQu8vOS2ZHad2sOPUDmJPxRJ3Oo69yXvJsGX81SbYK5gaATWo6leVMP8wqvhVobJvZSr5VqKiT0W83LwKPS6lVP5owi/hjDHM3nKEd3/+k66bFjJw70qsVgvBD9xPyLBhWHx9i7T/TFsmB88eZF/yPg6cOcD+5P0cOnuI+HPxHD9/HHPZHSv93f0J9g4mxDuEIK8gynuVJ9AzkACPAMp5liPAIwA/Dz983X3xdffFy+qFt7s33m7euFv0zmBKOUITfilxNjWDj5buZu7iTTwYu4COBzZhDQkhdORTlOvfP8f5eYpaelY6x84fsy8XjnH8/HFOpJzgZMpJElMSOZ12mtOpp0lOS77ijSEnVrHiYfXA0+qJh8UDd6s77hZ33Cxuf/20iAWrWLFarFjEggULFrEgIghif4xg/8/+P+Cv7Rcf50ZyvA2zUsXH38OfMR3GXNO+RXnHq4HAGKAh0CaXWxxWA74GKgE2YKIx5sP8HF8Tfs52Hz/Ly1HRnN6wiad2zqPG8b14NmhAxeeexbddO2eHlyObsXE2/Sxn0s9wJv0MFzIucC79HOczz5OSmcKFjAukZqaSlpX215JhyyA9K50MWwaZtsy/liyThc3YyLRlYjDYjA2bsWGMwYb9p8H89RP46/lFuf3e5+dNSamiFugZyJReU65p36JM+A2xJ/EJ5H5P28pAZWPMJhHxBzYC/Y0xMXkdXxN+7owxzNl6lDfnRtMgdh2P716EX/JJ/Lp2JfTfo/GsXdvZISqlnOBqCd/NkQMbY2KzO7ham6PA0ezHZ0UkFqgK5JnwVe5EhL7NqtCtQSgfLw1j6Iom3L7vN+5cu5RzffoSdOedhDz+GG7l9dJKpZRdsc6xKyI1gRbAuuLstzTz83Tj+ZsbMntUN/bccDuDuz7D6gadODX9e/bceBMnv/gCW2qqs8NUSrmAPEs6IrIEe/39ci8YY6Ky2ywnl5LOJcfxA1YAbxpjZl2l3XBgOED16tVbHThwILem6jLGGOZtO8obc2NxP3yAF+OXUX3nRtyqVCZ05EgCbrklXxOzKaVKriK/SievhC8i7sBcYJEx5r38Hldr+NfmfFomHy+LY/Jve4k8tZdRexfheyAOr4gIQp95Bt92bZ0dolKqiFwt4Rf56Z7YC/yTgdiCJHt17Xw93XiuVwMW/Ot6rK1aM7D5cKZ2f4ALJxI5eN99HHp4BGm7dzs7TKVUMXMo4YvIrSISD7QH5onIouz1VURkfnazjsAQoJuIbM5ebnYoapUv4aF+fPNgGz69J5KlYS3p3+4p1t1wF+c3bmRvv/4cefFFMo4fd3aYSqliol+8KiMupNvLPJNW7SUkK5U3zq2nyvK5iJsb5e+9l+CHhmH11zlylCrp9Ju26i97TpxjzOxoVu0+SQefNJ47shz35YuxBgYS8sgIAu+6C4uH3ilLqZLKqTV85VrqVPDj6wfaMP6elhzwCKRv4E3MfPi/WOo34PjYcezt2YvkqChMVpazQ1VKFTI9wy/DUtKz+PTXOCau3Iunm4VXqpyj5aLvSIuJwbNePSqMfAq/Ll30xuhKlSBa0lFXte/kecbMjmbFrhM0CPXlzaAEyk2fTMaBg3i3bEno0yPxiczx90cp5WK0pKOuqlaIL1/d35oJQ1pxNt3G7Tt9+fTeN/B55nkyDh3iwD1DODh8OKmxsc4OVSnlAD3DV/+Qkp7FZ8vjmLBiL+5WYdT11em9dzWnJ0/GlpyMf6+eVHjiSTxr13J2qEqpHGhJRxXY/pPneXVONL/uPEG9in681q0GtZdHcWrK15jUVMr170/Io4/iEVbV2aEqpS6hCV9dE2MMS2ITeHVONPGnU+jbrArPt6+IZdrXnJ42DWMMgbffRsiIEbhXymm6JaVUcdOErxySmpHFZ8v3MH7FHtwtwr961GVIuA9JX0wkacZMRITAO+8k+KFhuIeGOjtcpco0TfiqUBxIPM9rc2JYuiOB8FA/XuvbiEivNBInjCdp1k+ImxtBgwYRPOxB3CpUcHa4SpVJmvBVoVoSc5xX50Zz6FQKvZtW5sVbIiifnMDJzz4nefZsxN1dE79STqIJXxW61Iwsxq/Yw+fL92C1CE92r8sDHWtB/EFOjp9A8pw5iJsbgXfcQfCwB3GvWNHZIStVJmjCV0Xm0KkLvDonhiWxx6lTwZdX+zbmurohpB84wMkJE+1n/CKUu/02goc9pFf1KFXENOGrIvfrjgTGzInmQOIFbmlSmRduaUiVQG/S4+NJnPgFST/9BDYb5fr0IXj4cL2OX6kioglfFYvUjCy+WLmXT36NwyLCE93DGXZdbTzcLGQcO0bil1+S9MOPmLQ0/G+4geDhw/Fu3MjZYStVqmjCV8Xq0KkLvDY3hsUxx6kd4suYvo24vp79j7eZiYmc+vobTn/3HbazZ/Ht0IHgYQ/i0769TtKmVCEosoQvIgOBMUBDoE0eNzG3AhuAw8aY3vk5vib8ku3XnQm8Ojua/YkX6NW4Ei/2jqBqoDcAWefOkTR9OolTppB14iSeDRsS/MADBPS8CXF3d3LkSpVcRZnwGwI2YAJXuYl5dtungUggQBN+2ZGakcWkVfYyjyA83i2cYZ1q4elmBcCWns6Z2bNJnPwl6fv24Va5MuWHDCFw4AC9A5dS16DIZss0xsQaY3bmI4Aw4BZgkiP9qZLHy93K493qsuTpzlxfL4S3F+2k5werWL4zAQCLhweBAwZQe95cwj77DI+wMBLeeou4Ll05PnYs6YcOOfkVKFV6FEoNX0SWc5UzfBGZAYwF/LPb5XqGLyLDgeEA1atXb3XgwAGH41OuY/nOBF6dE8O+k+e5qVFFXuodQViQzz/apGyP5tRXX3Fm4ULIysKvWzfK3zMYn3bttM6vVB4cKumIyBIgp5mxXjDGRGW3WU4uCV9EegM3G2MeFZEu5JHwL6UlndIpLTOLSav28fGy3QA81iWch66vjZe79R/tMo4ncHr6NJKmf0/W6dN41KlD0OC7Kde3L1Y/P2eErpTLK/KrdPJI+GOBIUAm4AUEALOMMffkdVxN+KXb4aQU3pgbw4Ltx6gZ7MMrfRvRtf6Vk6/Z0tI4M38Bp7/9ltToaCw+PgT06UPQXYPwatDACZEr5bqcmvAva9cFPcNXl1m1+wSvzI5m74nz3BBRkZd7R1CtvM8V7YwxpG7dyunp33Nm/nxMWhpezZoSNHAgAb16YfH1dUL0SrmWorxK51bgY6ACkARsNsbcJCJVgEnGmJsva98FTfgqB+mZNib/to+Plu7GZgyPdgnn4c5XlnkuykpKIjkqitM//kh63B4sPj7439yLwNtuw7tFC631qzJLv3ilSowjSSm8OS+WeduOUiPYh1f6RNCtQe4TrxljSPlzM0kzZnBm4ULMhQt41KxJuX59CejTV+fuUWWOJnxV4vy2+ySvzN7OnhPn6dGwIq/0ybnMcynb+fOcWfQLyT/9xIX16wHwbtWKcn1643/TTbgFBRVH6Eo5lSZ8VSKlZ9r43+p9fLh0N1k2wyNd6jCic51cyzyXyjh8mOQ5c0meM4f0PXvAasW3QwcCevbEv3s3rIGBxfAKlCp+mvBViXY02V7mmbv1KNXL+/By7wh6RORvfn1jDGk7d3Jm3jzOzJtPxpEj4OaGb9u2+N/QA7+u3XCvqLdlVKWHJnxVKqyOO8krs6OJSzhHtwahvNInghrB+b8yxxhD6vZozv6yiDO//ELGgYMAeDVpgl/XLvh17oxXw4aIxaEvoCvlVJrwVamRnmnjqzX7+HDJbjJshhGd6/Bol/yVeS5ljCE9Lo6zS5dxdtkyUrdtA2OwVgjBr+N1+HbsgG/79riFhBTRK1GqaGjCV6XOseRU/js/ltlbjhAW5M3LvSO4IaLiNV+OmZmYyLlVqzi/ciXnV68hKzkZAM+6dfFp2xafNq3xiYzErXz5wnwZShU6Tfiq1Fq7J5GXo7azO+EcXetX4JU+jagZ4tgXsIzNRmpMLOfXrOHCunVc2LQJk5ICgEeNGni3bIl3i+Z4N22KZ3g44uZWGC9FqUKhCV+VahlZNqas2c8HS3aTnmnj4c61ebRLON4eBSvz5Makp5OyfTsXNm4kZdOfpPz5J1lJSQCIlxdeDRrgFdEQz4YN8WrQAM/atfVbv8ppNOGrMiHhjL3M8/PmI1QN9OblPhHc6ECZJzfGGDIOHiRl23ZSt20lJTqatNgd2M6f/6uNe1gYnnXq4FGzJh61auFRsybuYWG4V6qonwhUkdKEr8qU3/cm8kpUNDuPn6VzvQqM6duIWg6WefJibDYy4uNJ3bmT9Lg40nbvJm3PXtIPHMCkpv7d0M0N90qVcK9UCbfKle0/K1TALbQCbiEhWMuXxxoUhLVcOb1aSF0TTfiqzMnIsvH12gO8v3gX6Zk2Hrq+Fo91DcfHo3jPro3NRuaxY6QfOEB6fDwZ8YfJiI8n49gxMo8eJSMhATIzr9zRYsHi7481IABrQAAWPz8sfn5Y/XwRb28s3j5YvL0RLy8snh6Ipxfi4YG4u2f/dEOsVnBzQ6xuiNUCVjfEImC1gljsj0XAYgHE/p9krwP7z398OpIcH6rCJ1YrHtWrX9u+mvBVWZVwNpVx83cw68/DVA305qXeDbmpUSWXmVzN2GxkJSeTmXCCzJMnyDp1mqzTp8g8fRpb8hmyzpwh60wytvMXsJ07Z19SUrBduPDPTw6qVLGGhFDvt1XXtK8mfFXm/bHvFC9HbWfHsbNcX68CY/pEULtCyb6JirHZMOnpmLQ0bKlpmIwM+/OMdExmJmRmYjIzMVlZkJWFycwCY8PYbGCzgTHZjw0YA1z8iX3bpbnh0jThwjmjtBBPDwJuvPHa9tWErxRkXlLmScu0MaxTLR7vVvxlHqWKUpHdxFypksTNauGB62qxdHRnejerzGfL99Dj3RXM33YUVz7xUaqwaMJXZU6ovxfv3dGcGSPaU87Hg0enbmLI5D+ISzjn7NCUKlIOJXwRGSgi0SJiE5EcP0JktwsUkRkiskNEYkWkvSP9KlUYImuWZ87jHRnTJ4It8Un0+nAlYxfEcj4th6tmlCoFHD3D3w7cBqzMo92HwEJjTAOgGRDrYL9KFQo3q4X7OtZi2agu9GtelQkr9tL93RXM3XpEyzyq1HEo4RtjYo0xO6/WRkQCgOuBydn7pBtjkhzpV6nCVsHfk3cGNmPmI+0p7+vB49/9yT2T1xGXcNbZoSlVaIqjhl8bOAH8T0T+FJFJIpLr1x5FZLiIbBCRDSdOnCiG8JT6W6sa5ZnzxHW81q8R2+KT6fnBKsbOj+WclnlUKZBnwheRJSKyPYelXz77cANaAp8bY1oA54HncmtsjJlojIk0xkRWqFAhn10oVXisFuHe9jX5dXQXbmtZlQkr99L93eXM3o7FdAgAABoOSURBVKJlHlWy5ZnwjTE9jDGNc1ii8tlHPBBvjFmX/XwG9jcApVxasJ8nbw1oxsxHOhDi58mT0/7k7i/Wseu4lnlUyVTkJR1jzDHgkIjUz17VHYgp6n6VKiytagQx+/HreL1/Y2KOnuHmD1fx5rwYLfOoEsfRyzJvFZF4oD0wT0QWZa+vIiLzL2n6BDBVRLYCzYH/OtKvUsXNahGGtKvBslGdub1lGF+s2kf3d5cTtfmwlnlUiaFTKyh1Df48eJqXo6LZdjiZdrXL81q/xtSr6O/ssJTSqRWUKmwtqgfx82MdefPWxuw4dpZeH67i9bkxnE3NcHZoSuVKE75S18hqEQa3rcGyUV24IzKML1fvo9u7K/j5Ty3zKNekCV8pB5X39WDsbU356dGOVC7nxVPfb+bOib+z49gZZ4em1D9owleqkDSvFshPj3bkv7c2Ydfxs9zy0W+8NieGM1rmUS5CE75ShchqEe5uW51fR3XhztbV+N+afXR7ZwWzNsVrmUc5nSZ8pYpAkK8H/721CVGPdaRqkDdP/7CFOyasJfaolnmU82jCV6oINQ0L5KdHOjDutibEJZyj98e/MWZ2tJZ5lFNowleqiFkswqA21fl1dBfualONKWv30+2dFczcqGUeVbw04StVTAJ9PHijfxNmP3YdYUHejPpxCwPHryXmiJZ5VPHQhK9UMWsSVo5Zj3TgrdubsvfkeXp/vIoxs6NJTtEyjypamvCVcgKLRbijdTWWjerM4LY1+Hrtfrq/u5wfNxzCZtMyjyoamvCVcqJAHw9e79+Y2Y9fR/XyPvx7xlYGjF/D9sPJzg5NlUKa8JVyAY2rlmPGiA68PaApBxIv0PeT33jp5+0kX9Ayjyo8mvCVchEWizAwshrLRnfh3vY1mbruAF3fXc736w9qmUcVCk34SrmYct7ujOnbiDlPXEftEF+enbmN2z7XMo9ynCZ8pVxUoyrl+OHh9rw7sBnxpy/Q55PfePHnbSRdSHd2aKqEcvSOVwNFJFpEbCKS44T72e1GZrfbLiLTRMTLkX6VKissFuH2VmEsHdWF+zrUZNofh+j27gqm/6FlHlVwjp7hbwduA1bm1kBEqgJPApHGmMaAFRjkYL9KlSnlvN15pU8j5j5xHXUq+PLcrG3c+vkatsYnOTs0VYI4lPCNMbHGmJ35aOoGeIuIG+ADHHGkX6XKqoaVA/jh4fa8d0czDp9Ood+nq/nPT9s4fV7LPCpvRV7DN8YcBt4BDgJHgWRjzC+5tReR4SKyQUQ2nDhxoqjDU6rEERFuaxnGstGdub9DLb5ff4hu7y5nmpZ5VB7yTPgisiS79n750i8/HYhIENAPqAVUAXxF5J7c2htjJhpjIo0xkRUqVMjv61CqzAnwcuflPhHMe/I66lb05/lZ27j1s9VsOaRlHpWzPBO+MaaHMaZxDktUPvvoAewzxpwwxmQAs4AOjgStlPpbg0oBfD+8HR/c2Zwjyan0/2w1z8/ayikt86jLFMdlmQeBdiLiIyICdAdii6FfpcoMEaF/i6osG9WZBzrW4ocN8XR7dzlT1x0gS8s8Kpujl2XeKiLxQHtgnogsyl5fRUTmAxhj1gEzgE3Atuw+JzoUtVIqR/5e7rzUO4L5T3aifkV/XvhpO/0/Xc2fB087OzTlAsSVb8AQGRlpNmzY4OwwlCqRjDHM3nKEN+fFknA2jTsjq/FMz/oE+3k6OzRVhERkozEmx+9F6TdtlSqlRIR+zauybHQXhl9fm5mb4un27gq++V3LPGWVJnylSjk/Tzf+c3NDFvyrE42qBPDSz9vp9+lvbNIyT5mjCV+pMqJuRX+mDmvLx3e14MTZNG77bA3PzNhC4rk0Z4emiokmfKXKEBGhT7MqLB3VhYevr82sTYfp+s5yvl67X8s8ZYAmfKXKID9PN56/uSELn+pEk7ByvBwVTZ+Pf2PjgVPODk0VIU34SpVh4aH+fPtgWz69uyWnzqdz++drGf3jFk5qmadUcnN2AAWVkZFBfHw8qampzg6lRPLy8iIsLAx3d3dnh6JchIhwS9PKdKlfgY+XxTH5t70sij7G6BvrM7htddysel5YWpS46/D37duHv78/wcHB2L+4q/LLGENiYiJnz56lVq1azg5Huai4hHOMmR3Nb3EnaVg5gNf7NSKyZnlnh6XyqVRdh5+amqrJ/hqJCMHBwfrpSF1VeKgf3zzYhs8GtyTpQjoDxq/l6R82c+KslnlKuhKX8AFN9g7QsVP5ISLc3KQyS0d15pEudZiz5Qjd3lnO/1bvIzPL5uzw1DUqkQlfKVU8fDzceLZnAxY+dT3Nqwfy6pwYen/8G+v369U8JZEm/AJITEykefPmNG/enEqVKlG1alWaN29OYGAgERERBTrW+PHj+frrr4soUqUKV50Kfnz9QBvG39OSs6mZDBy/lqe/30zCWS0PliQl7iodZwoODmbz5s0AjBkzBj8/P0aPHs3+/fvp3bt3gY41YsSIoghRqSIjIvRsXJnO9UL59Nc4Jq7cy+KY4zx1Qz2Gtq+hV/OUAPr/UCHJysrioYceolGjRtx4442kpKQAsGfPHnr27EmrVq3o1KkTO3bsAOxvGO+88w4AH330ERERETRt2pRBg/T+7sq1eXtYGX1TfRaNvJ6WNYJ4fW4Mt3z0G+v2Jjo7NJWHEn2G/+qcaGKOnCnUY0ZUCeCVPo0KvN/u3buZNm0aX3zxBXfccQczZ87knnvuYfjw4YwfP566deuybt06Hn30UZYtW/aPfceNG8e+ffvw9PQkKUlvT6dKhlohvnx1f2sWxxzn1Tkx3Dnxd/o1r8ILNzckNMDL2eGpHJTohO9KatWqRfPmzQFo1aoV+/fv59y5c6xZs4aBAwf+1S4t7cpL25o2bcrgwYPp378//fv3L7aYlXKUiHBjo0p0qluBz5bHMWHFXpbGJvBUj7oM7VATdy3zuBSHEr6IvA30AdKBPcD9xpgrTlFFpCfwIWAFJhljxjnS70XXciZeVDw9/76phNVqJSUlBZvNRmBg4F91/9zMmzePlStXMnv2bF5//XWio6Nxc9P3YlVyeHtYGXVjfW5vGcarc6J5Y14sP2w4xGv9GtOudrCzw1PZHH37XQw0NsY0BXYBz1/eQESswKdALyACuEtECnZJSwkVEBBArVq1+PHHHwH7N123bNnyjzY2m41Dhw7RtWtX3nrrLZKSkjh37pwzwlXKYTVDfPnyvtZ8cW8kF9KzGDTxd56c9ifHz+jVPK7AoYRvjPnFGJOZ/fR3ICyHZm2AOGPMXmNMOjAd6OdIvyXJ1KlTmTx5Ms2aNaNRo0ZERUX9Y3tWVhb33HMPTZo0oUWLFowcOZLAwEAnRauU40SEGyIqsuTpzjzZvS4Lo4/R7Z3lfLFyLxn6pS2nKrS5dERkDvC9Mebby9YPAHoaY4ZlPx8CtDXGPJ7LcYYDwwGqV6/e6sCBA//YHhsbS8OGDQsl5rJKx1AVpwOJ53l1TgzLdiRQN9SPV/s1okOdEGeHVWo5NJeOiCwRke05LP0uafMCkAlMzekQOazL9V3GGDPRGBNpjImsUKFCXuEppVxcjWB7mWfSvZGkZmZx9xfrePy7TRxL1jJPccvzL4PGmB5X2y4iQ4HeQHeT88eFeKDaJc/DgCMFCVIpVfL1iKjIdXVDGL9iD58v38OyHQk82b0uD3SshYebXs1THBwa5eyrb54F+hpjLuTSbD1QV0RqiYgHMAiY7Ui/SqmSycvdylM96rF4ZGc61Alm3IId9PpwJavjTjo7tDLB0bfVTwB/YLGIbBaR8QAiUkVE5gNk/1H3cWAREAv8YIyJdrBfpVQJVj3Yh0lDW/PlfZFkZBkGT1rHY99t4mhyirNDK9UcutjbGBOey/ojwM2XPJ8PzHekL6VU6dOtQUU61Alh4sq9fPprHL/uSOCJbnV58Dot8xQFHVGllFN5uVt5sntdljzdmY7hIfzfwh30/HAlq3afcHZopY4m/GLSs2dPAgMDr5hVc9++fbRt25a6dety5513kp6eDtinYLjzzjsJDw+nbdu27N+/3wlRK1V8qpX34Yt7I/nf/a2x2QxDJv/Bo1M3ciRJyzyFRRN+Mfn3v//NN998c8X6Z599lpEjR7J7926CgoKYPHkyAJMnTyYoKIi4uDhGjhzJs88+W9whK+UUXeuHsvCp6xl9Yz2W7Uig+7sr+PTXONIys5wdWomnCf8afP311zRt2pRmzZoxZMiQfO3TvXt3/P39/7HOGMOyZcsYMGAAAEOHDuXnn38GICoqiqFDhwIwYMAAli5diivfcF6pwuTlbuXxbnVZPLIz19cL4e1FO+n5wSpW7NIyjyNK9gxdC56DY9sK95iVmkCv3Od2i46O5s0332T16tWEhIRw6tQppk6dyttvv31F2/DwcGbMmJHrsRITEwkMDPxrorSwsDAOHz4MwOHDh6lWzf71BTc3N8qVK0diYiIhIfoNRVV2VCvvw4QhkSzfmcCY2dEM/fIPejaqxEt9Iqga6O3s8Eqckp3wneDiGfnFxFu+fHkGDx7M4MGDC3ysnM7YL95k/GrblCprutQPZdHIYCat2sfHy3az/N0EHu8azkPX18bTzers8EqMkp3wr3ImXlSMMVck3ms9ww8JCSEpKYnMzEzc3NyIj4+nSpUqgP1s/9ChQ4SFhZGZmUlycjLly5cv3BejVAni6Wblsa7h9GtehTfmxvLOL7uYsTGeMX0b0aV+qLPDKxG0hl9A3bt354cffiAx0X47t1OnTjF48GA2b958xXK1ZA/2M/auXbv+1W7KlCn062efoqhv375MmTIFgBkzZtCtWzc9w1cKCAvyYfyQVnz9QBssItz3v/UM/3oDh07l9mV/9RdjjMsurVq1MpeLiYm5Yl1x++qrr0yjRo1M06ZNzdChQ/O1z3XXXWdCQkKMl5eXqVq1qlm4cKExxpg9e/aY1q1bmzp16pgBAwaY1NRUY4wxKSkpZsCAAaZOnTqmdevWZs+ePYUWvyuMoVKFITUj03z6627T4MUFpv6L881HS3aZlPRMZ4flVMAGk0tOLbTpkYtCZGSk2bBhwz/W6dS+jtMxVKXNkaQU3pgXw/xtx6gR7MOYPo3o2qBslnkcmh5ZKaVcXZVAbz4b3IpvHmyD1SLc/9V6HtIyzxU04SulSo1OdSuw8F/X81yvBqyOO0mP91bw4ZLdpGbol7ZAE75SqpTxcLMwonMdlo7qTI+Iiry/ZBc3vr+SpbHHnR2a02nCV0qVSpXLefPp3S2ZOqwtHm4WHpyygQe/Ws/BxLJb5tGEr5Qq1TqGhzD/yU4836sBa/cm0uP9Fby3eFeZLPM4esert0Vkh4hsFZGfRCQwhzbVRORXEYkVkWgR+ZcjfSqlVEF5uFl4uHMdlo3qwk2NKvHR0t3c8P4KlsSUrTKPo2f4i4HGxpimwC7g+RzaZAKjjDENgXbAYyIS4WC/JU5hTo88duxYwsPDqV+/PosWLSrOl6FUiVapnBcf39WC7x5qi5eblWFfb+CBr9ZzIPG8s0MrFg4lfGPML8Z+C0OA37HfoPzyNkeNMZuyH5/FfpvDqo70WxIV1vTIMTExTJ8+nejoaBYuXMijjz5KVlbZ+2iqlCM61Alh/r868cLNDVm3N5Eb3l/Je7/sJCW9dP9bKswa/gPAgqs1EJGaQAtgXSH2W+ycOT1yVFQUgwYNwtPTk1q1ahEeHs4ff/xRiK9OqbLB3Wrhoetrs2x0F3o1rsRHy+Lo8d4Kfok+VmqnIs9z8jQRWQJUymHTC8aYqOw2L2Av3Uy9ynH8gJnAU8aYM1dpNxwYDlC9evWrxvZ/f/wfO07tyOslFEiD8g14tk3uNxtx9vTIhw8fpl27dn8d49J9lFIFVzHAiw8HtWBQ6+q8Mns7w7/ZSJf6FRjTpxE1Q3ydHV6hyjPhG2N6XG27iAwFegPdTS5viyLijj3ZTzXGzMqjv4nARLBPrZBXfMXN2dMjX20fpdS1a18nmHlPdmLKmv18sGQ3N76/koc71+bRLuF4e5SOKZgdmh5ZRHoCzwKdjTE5Xtwq9mw0GYg1xrznSH+Xu9qZeFExTp4e+eL6iy7dRynlGHerhWGdatO3WRX+Oz+Wj5fFMWvTYV7qHcFNjSqW+JMrR2v4nwD+wGIR2Swi4wFEpIqIzM9u0xEYAnTLbrNZRG52sF+ncfb0yH379mX69OmkpaWxb98+du/eTZs2bYrwFStV9oQGePHBoBZ8P7wdfp5ujPh2I0P/t559J0v41Ty5TaPpCotOj5zz9MhvvPGGqV27tqlXr56ZP39+geN3hTFUqqRIz8wyk1btNY1fXmjq/me+eWthrDmfluHssHKFTo+sLqVjqFTBJZxNZdz8Hcz68zBVA7158ZaG9GxcyeXKPDo9slJKOSjU34v37mzOjyPa4+/lxiNTN3Hvl3+w58Q5Z4eWb5rwlVKqAFrXLM/cJ67jlT4RbD6YRM8PVjJuwQ7Op2XmvbOTacJXSqkCcrNauL9jLZaN7kLfZlUZv2IPPd5bwbytR136S1ua8JVS6hpV8Pfk3TuaMWNEe4J8PHjsu00MmfwHcQmuWebRhK+UUg6KrFme2Y935NW+jdgSn0SvD1cydkGsy5V5NOErpVQhcLNaGNqhJr+O7kL/5lWZsGIv3d9dwdytR1ymzKMJv5gUx/TICxcupH79+oSHhzNu3LhieV1KqX8K8fPk7YHNmPlIB4L9PHj8uz8ZPGkdcQlnnR2aJvziUtTTI2dlZfHYY4+xYMECYmJimDZtGjExMcX6GpVSf2tVI4jZj1/H6/0asf1wMj0/WMXY+bGcc2KZRxP+NXDF6ZH/+OMPwsPDqV27Nh4eHgwaNIioqKhCfNVKqYKyWoQh7e1lnttaVmXCyr10f3c5s7c4p8zj0ORpznbsv/8lLbZwp0f2bNiASv/5T67bXXl65IvtL65ft65E33ZAqVIj2M+TtwY0Y1Cb6rwctZ0np/3JtHUHebVfI+pV9M/7AIWkRCd8Z3DV6ZFtNluux1JKuYaW1YOIeuw6vvvjIO8s2snNH67i/o41+VePevh5Fn06LtEJ/2pn4kXFuPD0yDptslKuz2oRhrSrwc2NK/H2op18sWofUZuP8MItDenbrEqRnqhpDb+AXHV65NatW7N792727dtHeno606dPp2/fvkU4EkopRwT7eTLu9qb8/FhHKpXz4l/TNzNo4u/sPFaEV/PkNo2mKyw6PXLBpkeeN2+eqVu3rqldu7Z54403co3FFcZQKfW3zCyb+fb3/abZq4tM7efnmdfmRJuU9MxrOhY6PbK6lI6hUq7p9Pl03lq0k5ijZ5j1SAesloKXd642PbKjtzh8G+gDpAN7gPuNMUm5tLUCG4DDxpjeObVRSqmyLMjXg7G3NSEtM+uakn1eHK3hLwYaG2OaAruA56/S9l9ArIP9KaVUqefpVjQ3TXco4RtjfjHGXPza2O9AWE7tRCQMuAWY5Eh/l/RbGIcpk3TslCq7CvMqnQeABbls+wB4BrjyYvEC8vLyIjExURPXNTDGkJiYiJeXl7NDUUo5QZ41fBFZAlTKYdMLxpio7DYvAJnA1Bz27w0kGGM2ikiXfPQ3HBgOUL169Su2h4WFER8fz4kTJ/I6lMqBl5cXYWE5fhBTSpVyDl+lIyJDgRFAd2PMhRy2jwWGYH9D8AICgFnGmHvyOnZOV+kopZTKXZHdxFxEegLPAn1zSvYAxpjnjTFhxpiawCBgWX6SvVJKqcLlaA3/E8AfWCwim0VkPICIVBGR+Q5Hp5RSqtA4dB2+MSY8l/VHgJtzWL8cWO5In0oppa6NS3/TVkROAAeyn5YDki/ZnNfzEOBkEYV2eV+Fuc/V2uW2Laf1ea3T8SrYOh2vgq+79LmOV/GNVw1jTIUct+Q254KrLcDEAj7PdT6Jwo6lMPe5WrvctuW0Pq91Ol46XkU5XjmMn46XC4xXSZotc04Bnxela+krv/tcrV1u23Jan9c6Ha+CrdPxKvi64hozHa98cumSjiNEZIPJ5dIkdSUdr4LR8SoYHa+CKarxKkln+AU10dkBlDA6XgWj41UwOl4FUyTjVWrP8JVSSv1TaT7DV0opdQlN+EopVUZowldKqTKiTCZ8EekvIl+ISJSI3OjseFydiNQWkckicvW7spdhIuIrIlOyf68GOzseV6e/UwVTWDmrxCV8EflSRBJEZPtl63uKyE4RiROR5652DGPMz8aYh4D7gDuLMFynK6Tx2muMebBoI3U9BRy724AZ2b9XfYs9WBdQkPEqq79TlyrgeBVKzipxCR/4Cuh56Yrs++V+CvQCIoC7RCRCRJqIyNzLltBLdn0xe7/S7CsKb7zKmq/I59hhv9vboexmWcUYoyv5ivyPl7q28XIoZzk0eZozGGNWikjNy1a3AeKMMXsBRGQ60M8YMxa44obpIiLAOGCBMWZT0UbsXIUxXmVVQcYOiMee9DdTMk+kHFbA8Yop3uhcT0HGS0RiKYScVVp+Mavy99kV2P/xVb1K+yeAHsAAERlRlIG5qAKNl4gEZ0993UJErnaj+rIgt7GbBdwuIp9TvNMwuLocx0t/p3KV2+9XoeSsEneGnwvJYV2u3ygzxnwEfFR04bi8go5XIva7mqlcxs4Ycx64v7iDKQFyGy/9ncpZbuNVKDmrtJzhxwPVLnkeBhxxUiwlgY7XtdOxKxgdr4Ip0vEqLQl/PVBXRGqJiAf2WynOdnJMrkzH69rp2BWMjlfBFOl4lbiELyLTgLVAfRGJF5EHjTGZwOPAIiAW+MEYE+3MOF2Fjte107ErGB2vgnHGeOnkaUopVUaUuDN8pZRS10YTvlJKlRGa8JVSqozQhK+UUmWEJnyllCojNOErpVQZoQlfKaX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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -113,7 +114,8 @@ "for i in range(3):\n", " plt.semilogx(t, hhantush[i], label=\"c=\" + str(int(clist[i])))\n", "plt.legend(loc=\"best\")\n", - "plt.title(\"head at r=20\")" + "plt.title(\"head at r=20\")\n", + "plt.grid()" ] }, { @@ -166,14 +168,12 @@ "outputs": [ { "data": { - "image/png": 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6/lFi/WJ5rO9jDO482PqE/zLeXWHwTG2rLNJKPS+3e9i/EGwdICS+9g7B08JlqQqFFTBq1Chuu+02nnzySXx8fMjPz7/pGb4QgsTERBYtWsT06dOZP38+t96qucBOmTKF+fPnM2TIEBYtWkRSUpJFtKRN1uHfDBdLKvnmva/oteQLOlUUUBo/mp6vP8eK4i18sv8TzpefZ0CnATza51EGdK6zxNU6MRoge5t5wdcqyD+u7e/cq7bRm3L3UlgAa6nDnz9/Pu+88w62trb07duXefPm1XvOZT/b0tJSfHx8mDt3LuPGjePEiRNMnz6d/Px8+vbty4IFC3B0dKSyspL77ruPvXv30qFDB7755hu6devW6NhvtA6/UYIvhJgGvIJmUD7IbHpS13HjgX8DtsAcKWWD7t8s0R55Z8YZNr/+Hol71yDt7HCdMYugGfewOGspcw7O4VLFJQZ3HsyjfR+lb8e+LRpbk3Aps7bVQ84OkCZw979ite8IsG+mpnMKxRVYi+C3Zlpa8KMBE/AJ8HRdgi+EsAWOAmOAHGAncJeUMr2+8S3VD99gNPHNki3wn3/S/2w6pZ0DCZ/9Ks5x/fjuyHfMTZtLfmU+cV3ieLj3w/Tr1K/FY2wSyvIg82ftC+B4MlSXgr2Llu+PnKC5fLn5WTpKRRtFCX7jaVHBv+ICKVxb8IcAr0gpx5l//xuAlPKt+sa1tAHK+eJKFry3gL7LvqBLeT4VQxPo9cZL6H09+f7o93ye9jn5lfkM7jKYWbGzWleq52oMVXByozn1sxqKcwABgQNr8/7K4EXRhCjBbzzWKPh3AOPNZuYIIe4DBksp/3SNsWYCMwGCg4P7nzp1qtHxNZYt6blsfuNfjNm7GhtbG1z/OIPQR2ZSZWPkuyPf8UXaF+RV5tG/U39m9Z5l3Q93G4KUWk30kZXaF8BZs2mzdwh0N4t/16HK4EXRKJTgN54mF3whxDqgri5ef5dSLjUfk8K1BX8aMO4qwR8kpXysvjdj6Rn+lVQbTCxYshXx338Tl3uQcr8udHvtZbwTR1JpqGRx5mI+P/g5FyouEOsXy8xeMxkROKJ1C/9lagxeVsOJFDBWgaMnRIypNXhxth7fTkXrQAl+47HGGX6rTenURW5hBV/86xsGLf+CoNKLVA8eTvTsl3AICqLKWMXSY0v5PO1zcktzifSO5MFeDzKm65jmN2FpKS4bux9ZrX0JlF/SDF66Dq2d/XcItXSUilaAEvzGY42Cb4f20HYUkIv20PZuKeWh+sa1RsG/jO5gLpv/8R8m7l2JPRL33/+e4D89jI2zM3qTnhUnVjD34FxOFp8k2D2YB2IeYErYFBxsHSwdetNhMkLOLjhqzvtfPKzt94sy5/0nQkB/tdpXUSdK8BtPi7ZHFkLcJoTIAYYAK4QQa8z7/YUQKwGklAbgT8Aa4DDwXUPE3tpJ7BXA01/MZtsrH7PZvxcVcz/jwKhxFKxajZ2wY2r4VJbcuoT3Et7DzcGNV7e+yvjF4/k87XNKqkssHX7TYGMLwYNh9Cvw6Db4814Y9xa4+sHm92HuGK3N89JH4fBy7e5AoWgDNGV75Lfeeovw8HAiIyNZs2ZNs8atFl41AScvlTHnw8UMWTGPbsVnMfYZQMTsl3EMDwe05dvbzm7j87TP2XZ2G272bkzrPo27o++ms2sbNTmpKNBW+x5ZBZlroaoIbB2h20ht9t99vOYFrGi3tOYZ/vr16ykvL+eTTz5h+fLlNfvvvPNObr/9dqZPn86sWbPo3bs3Dz/8MB999BEHDhzg448/5ptvvuHHH3/k22+/JT09nbvuuosdO3Zw5swZRo8ezdGjR7G1bdhd8Y3O8JFSWu3Wv39/2VowmUxy1b5s+fx9L8rtMX1lWnRPmfXaG9JQUvKL49IupcmnU56WsfNjZZ/5feTzG5+XGXkZFoq6hTBUS3k8RcpVz0n5z15SvuyhbZ+MlFL3tpRn9ktpMlk6SkULk56ebukQpJRSzp8/X/bq1UvGxsbKe++9t8Hn6XQ6OWnSpJrfTSaT9PHxkXq9Xkop5ZYtW+TYsWOllFKOHTtWbtmyRUoppV6vlz4+PtJkMsk333xTvvnmmzVjXHlcQ6jrMwR2yWtoarvupdOUCCEY3zuQ+M9e4uNlE7Gd+zFjvl7AoZ+WE/js03jfNhVhY0NPn568M/Idnih9ggXpC1icuZhlx5cxuPNgftfzdwwPGG5dHTqbAlt7bWbfbSSMexMuHK7N+6e8BSlvgkegZu0YOUHr+WPnaOmoFS3IP3b8g4z8jCYdM6pDFM8Our7RiKXbI+fm5hIXF1czxpXnNAdK8JsYV0c7npoWR+aInvz3k5+IXzUf+7//nbMLFtLttZdx7hUDQIBbAM8OepZZvWfxQ+YPfH34ax5d/yghHiHcFXUXt4bfiqu9q4XfTTMgBHTqoW3xT0HpBa3L59HVsO9/sHMOOLhB+Cit6idiLLj6WDpqRRvF0u2Rr3dOc6AEv5mI6OTO/714F8smx/PJB18ybc9Ssu68E9eptxHwzFPYmVujejp68kDMA9zb417WnlzL14e/5q0db/HB3g+YGj6Vu6LuItgj2MLvphlx66h5+fa7D/QVkLXhCoOXpSBsIGhwbdWPb4SlI1Y0A/XNxJsLaeH2yJf3X+bKc5qFa+V6rGFrTTn861FUUS3f+Ha7nD3pIXkgqoc82Le/vDR/vjSZc31Xs+/CPvlM6jOyz/w+ste8XvLhtQ/L1OxUaTAaWjhyC2IySZm7R8rkN6T877DavP+/+0q5+nkpszZJaaj781O0Dqwhh5+WliYjIiLkpUuXpJRS5uXlNfjcq3P4Ukp5xx13yIULF0oppXzooYfkhx9+KKWU8j//+Y986KGHpJRSLly4UE6bNq3m+rGxsbKyslKeOHFChoaGSoOh4X/nN5rDt7ioX29rK4J/mbTcQjnz9e/kV/FTZHpklEwfN1GWbt16zeMvlF2QH+79UCZ8myBj5sXIcYvGybkH58q8iob/T9lmKDgt5fZPpfxyqpSv+mji/3ZXKRfPkPLgYikriiwdoeIGsQbBl1LKefPmyZ49e8rY2Fh5//33N+ic4cOHS19fX+nk5CQDAgLk6tWrpZRSHj9+XA4cOFCGhYXJO+64Q1ZWVkoppayoqJB33HGHDAsLkwMHDpTHjx+vGWv27NmyW7dusnv37nLlypU3FPuNCr4qy2xhTCbJol3Z/Dzne+7Z9QOdy/NxHj0G/+eexSEwoM5z9EY967PX823Gt+w6vwt7G3tGdx3Nnd3vpH+n/m2jfcONUFViXu27Ssv/V+SDjT2EDDf3+B8PXm04DdZGaM1lmdaCRVbaNhdtUfAvU1BWzbvLD2L6ZgG/zUzGXoDfjD/iO2MGNs7O1zzveOFxvj/6PcuOL6OkuoQQjxB+E/EbpoRPoYNTy1umWRyTEbJ3wJEVWtVPXqa2v1OMud5/Avj31SwhFVaFEvzGowS/lbH3dAHvfLWB+ORvSMjdBx07EfDcX3GfMOG6M/cKQwVrTq5h8dHF7Lu4DzsbOxKDErkt/DaG+g9tO717bpRLx7Qun0dXw+mtmsGLW6daY/duI8H+2l+oipZDCX7jUYLfCjGaJF9vP8VPX63k97sX063oDI79B+D/wvM4NeAP4ljBMX449gPLjy+noKqAji4duTXsVqaETSHEM6T534C1Up5vNnhZpa36rS4BO2cIS6w1eHHvZOko2y1K8BuPEvxWzMWSKt5efojypT/ywOFVuOkr8J42Db/H/1xTxnk99EY9KTkp/Jj5I5vPbMYkTfT2682UsCmMCxmHp6NnC7wLK8VQrRm8XG7zXHRa2x8wwLzgayJ07KEMXloQJfiNRwl+G2D7iTze/G47cRuWMCVrMzauLnR67E943303wr5hpiMXyy+y/MRylh5byvGi49jb2JMQlMDkbpOJD4jHvj2bl0gJ5w+ZV/uugtzd2n6vYE34u4+HrsPArg11NrVClOA3HiX4bQS90cQXm7NYtHgjv9+3hL7nj2AfGkrnvz2H24gRDR5HSsnh/MP8dPwnVmatJL8yHw8HD8aGjGVS6CT6derX9lo53CjFZyFzjSb+J1LAUAmOHtpq38iJmsGLSzt8IN7MKMFvPC3aHlnRfNjb2jBzRBjzX/stm2a8wMtxfyA3r5TsmQ9x+qGHqDqR1aBxhBD08OnBs4OeZd20dXw06iOGBwxnxYkVPLDmAcYuGsu7O9/lUN6hOpd5tws8ukD/38Pd38Jfs2D6Qug5FU5uhh9mwDvhMG8ybP0Q8o5bOlqFFdAS7ZFXr15NZGQk4eHhvP32200St5rhtxI2HL3Iaz/up/eONdx3bD2OBj0d7r0b30cewdbzxnPz5fpyUrJTWJW1ik1nNmEwGQhyD2J8yHjGhYyju3f39lfffzUmE5zZU+vteyFd2+8bWZv3DxyoDF5uktY8w2/u9sgA3bt3Z+3atQQGBjJw4EAWLlxIjx49fhGHao/chqnUG+T7647KgU99K/894ffyUFS0zBgcJ/P/979rtmloCIWVhXLx0cVyxpoZMnZ+rIyZFyMn/zBZvr/nfZmRlyFNqnWxRn6WlFv/K+W8W6R8tYO22vcfoVL++LCUh5ZKWVlS7xCKWqxlpa01tke+8lwp5a+Ou0yLtkc2G5S/AkSjGZPXZXEYBHyJZoRuAj6VUv67Mddtrzja2fLYqAim9g3g1Z9CWbJ1CE8cXYHp1dco+N9COv3tOVyHDr3hcT0dPbk94nZuj7idvIo81p9ez88nf2bOwTl8euBTunp0ZUzXMYzuOpoeHXq035m/dwjEzdK2yiI4tk6b+Wcsh31fg60DhI6oXfDlWffKacWvOffmm1Qdbtr2yI7RUXR+/vnrHmPN7ZEvH395//bt2xv4zq9NY7tlpgG3A59c5xgD8JSUco8Qwh3YLYRYK6VMb+S12y1BHVyYc/9A1g4M5pWlYXQ9vJPHM1dR9Yc/4paYSMe/PoNj6M0Zifs4+3Bn5J3cGXkneRV5JGcns/bkWr5I+4I5B+fg7+rPqK6jGNN1DL39erffB75OnhDzG20z6uH0Nk38j6yEFU9pW+dYc6uHCdCltyr5tEKstT2yyWS65liNoVGCL6U8XF8gUsqzwFnzzyVCiMNAAKAEv5GM6dGJ4eG+fKgL5AFdNLdlbeauresovWUK3nffhd8jj2Dr5XXT4/s4+zCt+zSmdZ9GYWUhumwd606v45uMb/gq/St8nHxICk5iVPAoBnUe1H5LPW3tITRe28a9AZeOmvP+qyH1H5D6NngEQPdx2hdASDzYO1k6aquivpl4cyGl9bZHbpa2ydfK9dzIBqQAAxpwXAhwGvBoyLgqh99wjl0okfd8tk32fnyhnHvbDHkouoc8MmiwzJv/pTRVVzfptUqqSuTKEyvlX3R/kQMXDJQx82Jk3Ndx8pnUZ+TqrNWytLq0Sa/Xqim9KOWeBVJ+c4+Us7toef/ZXaRceLe2v/SipSO0GNaQw7fW9sh6vV6GhobKEydOyKqqKhkbGyvT0tJ+FUOTt0cG1qGlbq7ebr3imHoFH3ADdgO313PcTGAXsCs4OLjBH75Ce2i0bF+uHPTGWpnw8Kdy3aRpMj0ySh4bP0EWr09uloevFfoKmXI6Rb60+SU54psRMmZejOz7ZV85a+0s+W3Gt/JC2YUmv2arpbpCyqM/S/nTk1K+G2Xu8e8p5ZwxUm58T8oLGe3K29caBF9K622PvGLFChkRESG7desmZ8+eXWccFmmPLIRIAZ6WdTy0Nb9uDywH1kgp32vouKos8+YorTLwr7VH+WJzFiPzj/DY0VU4nc3BJS6OTs/+tUH9eW4Go8nIvov7SD6dTPLpZHJKcwCI9Y0lMTiRhMAEwrzC2u9D3yuREs7uN7d4XqX9DOAdWpv3Dx4Ctm3XlK41l2VaCxZZaXs9wRfaX/d8IF9K+cSNjKsEv3FknCvmxSVp7DlxiYeK9jN57wpESTGeU6fi98Tj2HdqvsZhUkqOFR5Dl61Dd1pHWl4aAEHuQSQGJZIQlEDfjn2xs2m7gnZDFOXU9vnJSgVjNTh5QcQYTfzDR2sPitsQSvAbT4sKvhDiNuADwA8oBPZJKccJIfyBOVLKiUKI4UaurbIAACAASURBVMBG4CBaWSbA81LKlfWNrwS/8UgpWbwnl7dWHqa6sIjXSnYStXUVws4Onwd+T4c//BFbt+Y3Sz9fdp7UnFR02Tq2n92O3qTHw8GDEYEjSAxKZFjAsLZp2n4zVJVqBi9HV2tbeR7Y2GkGL90naIu+vEMsHWWjUYLfeFQvHUWdFJXreefnDL7efpooWcIr51Px2JqCra8vfo89htdvbkfYtcxsu0xfxpYzW9Cd1rEhdwNFVUXY29gzqPMgEoISSAhKoLNr5xaJxeoxGSFnp7nkcxVcOqLt79ij1tjdv1+rNHhRgt94lOArrsuBnEJeXJLG/pwi7nAq5MFDPyEP7schPIyOTz2FW0JCi+bYDSYD+y7sq5n9nyo+BUB0h+ga8Y/uEK3y/pfJO25O/ayCU1tAGsG1Y23JZ7cEcHCxdJQN4vDhw0RFRan/tjeJlJKMjAwl+IrrYzRJFu44zTtrjlBWqecFrwsMW/8thtOncBk0iI7PPINzrxiLxJZVlIUuW0dKdgr7L+7HJE10dOlIQqAm/oO6DMLR1tEisVkdFQWQuU6r+T+2DqqKwc5JE/3ICVqbZ3frvVPKysrC3d0dHx8fJfo3iJSSvLw8SkpKCL1qkaUSfEWd5JVW8faqDL7fnUOQuz1vORyn448LMObn4zFxIn5PPoHDFcu7W5r8ynw25mwkJTuFzWc2U2GowNnOmaH+Q0kISmBE4Ij26eNbF4ZqOL2ldrVvodngxb9fbdVPp55WtdpXr9eTk5NDZWWlpUNplTg5OREYGIj9VR4ZSvAV12XXyXxeWJJGxrkSxoa48UzBTozf/Q9pMOA9fTq+D89qkONWc1JlrGLnuZ3oTutIyUnhQvkFBILefr1JCEogMSiRUM9QNVMEreTzwmHzat+VtQYvnsHaA9/u47XVvsrgpU2iBF9RLwajiflbT/HPtUepNpp4oo8XU/aupOTHH7BxdqbDH/+Az/33Y+Nq+UoaKTVTl5TsFFKyUzicfxiAYPdgRgaNJDEoUZV8XknJ+VqDl+M6MFSAg3utwUvEGGXw0oZQgq9oMOeLK3ljxWGW7T9DVx8XXu/rSrelX1Gydh22vr74PvIw3nfcgXCwntnhubJzpGankpKT8ouSz/jAeBICExgWMAx3B3dLh2kd6CvgRCocWQFH10DpeRC2EBxX2+XTN9zSUSoagRJ8xQ2z+dglXlyaxomLZYzv2ZnnQ/TITz6kfNcu7IOC8Pvzn/GYNBFhZeWAl0s+U7JT2JizkYKqAuyEHQM6DyAhKIGRgSMJdA+0dJjWgckEZ/fWlnye1xbH4RNRW/IZNEgZvLQylOArbopqg4nPNp7gg+RMBII/J4UzXeZQ8O9/UXXkCI5RUfg98ThuI0daZe7caDJy4NKBmtTPiaITAIR7hdes9o3xjWm/LZ6vpvB0rfif3AQmPTh30Eo+u4/XUkCO6k7J2lGCr2gU2fnlvLY8nbXp5wnv6Mbrt/SgR8Z2Ln7wAfrTp3Hu14+OTz6By8CBlg71upwqPkVKdgqpOansOb8HozTi4+TDyKCRJAQmEOcfh7Ods6XDtA4qi7VSz6OrIfNnrQTU1kF72Hu55NPLchVcimujBF/RJCRnnOflZYfIzq/g1j7+PD82HIefV3Dpo/9iuHAB12HD8HvicZx79bJ0qPVSVFXEptxNpGSnsCl3E6X6UhxtHYnrEleT+vFz8bN0mNaB0QDZ27UmbxkrId9s5N65l5b26T4euvRplat92yJK8BVNRqXeyEe6Y3ycegJHOxv+MrY79/TpRMm335L36acYCwtxGzUKvz8/hlNkpKXDbRB6o57dF3bXpH5ySzWLuRifmJrVvsrU/QouHtXE/8gq7YtAmsC9S+1q39ARYK/ulCyFEnxFk5N1qYyXlqaxMfMSPbp48PrUGPr42JP/5Zfkf/4FptJS3CeMx+/RR3EMbz1VH1JKMgsztaqf7BQOXjqIRNLFtUuN+A/sNLD9untdTVkeHFtrXu27HqpLwd4FwpK01E/EOHBTd0otiRJ8RbMgpWRV2jle+ymdc8WV/HZAEM9OiMLTUEHeF19Q8OVXmCoq8Jg0Cd9HHsGx28357FqSSxWX2JCzAd1pHdvObqPSWImrvSvD/IeREJRAfEA8Xk43byPZpjBUwcmN5ge/q6E4BxAQOKC26scvyqpW+7ZFlOArmpXSKgPvr8/k801ZuDnZ8ddxUUwfGISpqJD8zz8nf8HXyKoqPCZPwnfWw61S+AEqDBXsOLsDXbaODTkbuFhxERthQ9+OfWuqfrp6dLV0mNaBlHDuYG2rh7P7tP3eIbV5/65DNT9gRZOiBF/RIhw5V8KLS9PYkZVPnyAvZk+NISbAE0NeHnmff07B/xZqwj9pEr4Pz8KxWzdLh3zTmKSJ9Lx0dNk6UrNTOVKgtS0O8QipEf/efr2xVTXsGsVnart8nkgFYxU4ekLEaO0LIHw0OKs7paZACb6ixZBS8uPeXN5ceZj8smrui+vKX8ZG4uls/0vhr6zEY8J4fGbNwql7d0uH3WjOlJ6pEf+d53diMBnwcvQiPiCehKAEZfByJdVlWouHIyu11b7llzSDl+AhtY3eOrTOu0BroDkdr6YBrwDRwKBredqaj7VFMyfPlVJObsj4SvBbL0UVev659ihfbj1JB1dH/j4piql9AhBCYMjPJ3/efAoWLMBUXo77mNH4PDQL55ielg67SSitLmXzmc2kZqcqg5f6MBm15m5HVmp5/4taXyT8orVGb5ETIaC/Wu17AzSn4Eej2RZ+wnVMzM3H/gUYAHgowW8/pOUW8cKSNPZlFzI4tAOvT42heydttaaxsJD8rxaQ/9VXmIqLcY2Px/ehmbgMqPP/1VaJwWRg74W9Nb1+Lhu8RHWIYmSg1ugt2idarfa9TH6WlvrJWFFr8OLiq+X8IydAWCI4qDul62FRE3Pz64FoRuZvAH9Rgt++MJkk3+7K5h+rMyitNPDH4aH8eVQEro5aN0tjaSkF/1tI/rx5GPPzce7XD5+ZM6y2ZUNjyCrKIjVbc/fad3GfZvDi3FFb7RuUwKDOg3Cyc7J0mNZBRYFW6nlkpWb0UlUEto7QbWTtal8Pf0tHaXVYg+AvAt4C3M3HKcFvh+SXVfOPVRl8uyubLp5OvDS5B+NjOteIuqmigsLFP5D3+VwMZ87iGBGBz4N/xGPiRIR926vmKKgsYEPOBlJzUtmcu5lyQznOds7EdYkjMSiR+MB4fJ19LR2mdWDUw+mt2krfIyuhULtTokuf2rx/516q5JNGCr4QYh1QV8Lx71LKpeZjUriG4AshJgMTpZSPCCESqEfwhRAzgZkAwcHB/U+dOnXd+BStj92n8nlhySEOny1mRHc/Xp3Sk1Df2tt0qddTtGIF+XPnUpV5DDv/Lvjcfz+ev7kDW7e2eTtfbaxmx7kdNat9z5efRyCI9YvV8v6BCYR5hbW5O56bQkq4mFGb98/ZCUjwCDTn/SeYDV7apxWmRWf4Qoi3gPsAA+AEeAA/SCnvrW9cNcNvuxiMJr7ador3fj5KlcHErIQwHkkIw8m+9uGcNJko3bCBvDlzqNi1Gxt3d7yn/xbve+/FvlMnC0bfvEgpycjPICUnhdTsVA7lHQIg0C2w5qFvv079sLdpe3c9N0XpBa3a5+hqOJ4M+nJwcNO6e3afABFjwdXH0lG2GBZP6VxxXAIqpaO4ggvFlbyx8jBL950hqIMzr07pSVLUr8W8Yv9+8j7/gpK1a8HGBs9JE+lw//049ehhgahblvNl50nN0Vo9bD+7nWpTNe727gwPGE5CUALDA4fj4eBh6TCtA30FZG3Q6v2ProaSsyBsIGhw7Wpf3whLR9msNGeVzm3AB4AfUAjsk1KOE0L4A3OklBOvOj4BJfiKOthy/BIvLT3EsQuljOnRiZdv6UGgt8uvjqvOzib/q68oWrQYU3k5LgMH4v27+3BPSkLYtv3SvXJ9OVvPbiUlO4UNORvIr8zHTtjRv1P/mjbPQR6qbTFgNnjZZ17wtVJb+QvQIcws/hMgKA5s25YVplp4pWgVVBtMzN2UxfvrM5FIHkuKYEZ8Nxzsfl2yaCwupvD7RRR8/TX6M2ewDwjA++678frN7dh6tY8Vm0aTkYOXDpKak4rutI7jRVrb4jDPsJrUTy/fXmq172UKs2tX+2Zt0AxenLzMXT4nQNgocGr9d0pK8BWtitzCCl776RBrDp2nm58rr98aw7DwuqtVpMFASXIyBV9+RfmuXQgnJzxvuQXve+7GKSqqhSO3LNkl2TUln7vP78YojXRw6sCIwBEkBCUwpMsQXOx/fdfULqkq0fL9R1Zp+f+KfLCxh5Dh5qqf8eAVbOkobwol+IpWiS7jAi8vO8Tp/HJu6e3PC5Oi6eRx7Rr1yowMCr7+mqKfliMrK3Hu1w/vu6bjPm4cNlZkut4SFFcXszl3M7rTOjblbqJEX4KDjQODuwyumf13dOlo6TCtA5MRsneYq35WQt4xbX+nmNrUT5e+rcbgRQm+otVSqTfy35Tj/Df1OA62Njw5pjv3D+mKne21//iMhYUULllCwcKF6E+dxtbbG8/bb8P7zjtx6Nr+ulnqTXr2nN9DSnYKumxdjcFLT5+ejAzSVvtGekeqks/LXDpWa/Byeqtm8OLWudbgpdtIqzZ4UYKvaPWcvFTGy8sOkXr0IlGd3Zk9NYYBIR2ue440mSjbspXCb7+lJDkZjEZchsThPW0abqNHt7tZP2gln8cLj5OSo9X7H7h4AImks2vnmlYPAzsPxMG2/X02dVKeD5lr4cgKOJYM1SVg56y1eLhs8OJuXSXCSvAVbQIpJWsOaYYrZ4oqmdY/kOcmROHjVv8CG/35CxQuXkTRosXoz5zRZv1TpuD5m9vbRLfOm+VSxSU25mwkJTuFrWe3UmGowMXOhWEBtQYv3k7elg7TOjBUw6lN5h7/q6AoW9sfcIXBS8doi6/2VYKvaFOUVxt4f/0x5mw8gaujHX8dH8n0gcHY2tT/h1Yz6//+e23Wr9fjFBuL1+234TFhAraeni3wDqyTSkNlzWrf1OxULlRcwEbY0MevT02vn26erdfDoEmREs4fMuf9V8GZPdp+r+ArDF6GgV3L3ykpwVe0STLPa4Yr207k0zvQk9lTe9ErsOGCbSgooHjZMgoXLaYqMxPh4IDbqCS8pk7FddgwhF3bqs++EaSUpOel16R+MvIzAOjq0ZWEQO2hb5+OfbCzab+f0S8oPquVfB5dDSdSwFAJjh6asUvkBO1fl+unIJsKJfiKNouUkqX7zjB7xWHyyqq4d3BXnh4biadLw9sOSCmpTE+n6MclFP/0E8aiImx9ffGcNBGPKVNw6tGj3T/QPFt6tma1745zO9Cb9Hg6etYavPgPw83BzdJhWgfV5ZroHzV7+5ZdAGGrWTpe7vLpE9Zsl1eCr2jzFFfqee9nzXDF28WB5ydGc3u/gBsWalldTemGDRQtXUZJSgro9TiEheF5y2Q8Jk/GITCwWeJvTZTpy9hyZkvNat/CqkLsbOwY2GlgTcmnv5tqWwxoq31zd9eK/wWtLxK+kbUGL4EDm9TgRQm+ot2QllvEi0vT2Hu6kEEhmuFKZGf3mxrLWFhI8ZqfKfppGRW7dgPg3Ls3HpMm4j5+PPYdVR270WRk/8X9NSWfJ4tPAtDduzsJQQkkBiXSw6eHMni5TMFJbaHXkZVwchOYDODio836u4+HsCRwbNydkhJ8RbvCZJJ8vzubt1dlUFxp4A/DQnh8dHfcHG8+36zPzaVo5UqKV6ykKiMDhMBl0CA8JkzAfdxY7LxVJQvAyaKTpOakknw6ucbgxdfZt6bkc3CXwcrg5TIVhXB8vfbQN/NnqCwCWwcIHanN/vv9/qb6/CjBV7RLCsqq+cfqDL7ZmU0nD0denNyDSb26NDofX3XsGMUrV1G8ciXVJ0+CrS2ugwfjPn4c7mPGKPE3U1hZyMZcreRz85nNlOnLcLJ1Is4/joTABEYGjVQGL5cx6uH0tlp7R2mExw/cVImnEnxFu2bP6QJeXJLGoTPFDA/35bVbe9LNr/EPGKWUVGVkULxqNcVrVqM/dRpsbXEZNBCPceNwHz0aO18laAB6o56d53fWlHyeKTsDQKxvbE3JZ4RXRLt/OA5oJZ/l+Tfdw18JvqLdYzRJvtp6kv8zG67MHNGNRxPDcXZomodlNeK/Zg0lq9doM38hcO7fD4+xY3EfPRp7f/UgE7TP6mjBUXTZOlKzU0nLSwMgwC2AhKAERgaOZECnAdjbKoOXm0EJvkJh5kJJJW+tzODHvbkEejvzyi09Gd2jaZfGSympOppJyc8/U7J2LVVHjwLgFBOD++jRuI8dg2M3tYDpMhfLL5Kak0pqdipbz26lyliFm71brcFLwHA8HdvvgrgbRQm+QnEVW4/n8dLSNDIvlDI6uiMv39KToA7N0zq4KiuLknXrKFm3jsr9BwBwCA3VxH/0KJx69UK0kk6MzU2FoYJtZ7bV2DvmVeZhK2zp16lfzYPfYI/W2ba4pVCCr1DUgd5o4vNNWfx7fSZGk+SxpHBmjOiGo13zGYboz52jZP16Stevp2zHTjAYsPPzwy0pCffRo3AZPLhdNnWrC5M0kXYpTTN2z0khsyATgG6e3Wrq/WN9Y5XBy1U0p8XhNOAVIBoYdC1PWyGEFzAHiAEk8Acp5db6xleCr2gJzhRWMHtFOisPnqObryuv3RrD8Ijmf9hqLCqiNDWVkvXJlG7ciCwvx8bVFdf4eNxHJeE2YkS77u1zNTklOTXiv/vcbgzSgLejN/GB8SQGJTLUf6gyeKF5BT8aMAGfcB0TcyHEfGCjlHKOEMIBcJFSFtY3vhJ8RUuSevQiLy9N42ReOZNiu/DipB509myZmnFTVRVlW7dSuj6ZEp0O46VLYGeHy4ABuCcl4ZaUhENgQIvE0hooqS5hU+4mUrJT2Ji7kZLqEuxt7BncZTCJQYmMCBxBZ9fOlg7TIjR7SkcIkcI1BF8I4QHsB7rJG7yYEnxFS1OpN/LphhN8qDuGnY3QDFeGhmB/HcOVpkaaTFQeOEDJ+mRKdMlUH9O8ah0jI3FLSsQ9KQmnnj1V3t+M3qRn7/m9NY3esku0tsXRHaJrUj/RHaLbTcmnpQW/D/ApkA70BnYDj0spy64x1kxgJkBwcHD/U6dONTo+heJGOZ1Xzis/HSI54wJRnd15fWoMA+sxXGkuqk+doiRZR2lyMuW7d4PJpOX9ExNxS0rENS4OGye1ehW0CqkTRSe0ev+cVPZd2IdE0smlU03J56Aug3C0rd9DobXSKMEXQqwD6ro3+ruUcqn5mBSuLfgDgG3AMCnldiHEv4FiKeWL9QWuZvgKSyKlZG36eV79KZ3cwgp+0y+Qv02MwrcBhivNhaGggLINGyhJ1lG2cSOm8nKEszOuQ4finpSI28iRarHXFeRV5LExdyOp2alsPrOZCkMFznbODPUfSkJQAiMCR9DByTJf5M2FpWf4nYFtUsoQ8+/xwHNSykn1jasEX2ENlFcb+CBZM1xxtrflmXGR3D24a4MMV5oTU3U15dt3UKpLpiRZh+HcOW2xV+/eWtVPUiIOYWHtJpVRH1XGKnac3UFqTiq6bB0Xyi8gEPT2613T6C3UM7TVf14WFXzz6xuBB6WUR4QQrwCuUspn6htXCb7Cmjh2oZSXlqax5XgevQI8mT01ht5BXpYOCzAv9jp8mBKdjtL1yVSmpwNgHxyMe2ICbolJuPTvh7BXq1dB+7wO5x/Wqn6yUzicfxiAYPfgGmP3vh37tkqDl+as0rkN+ADwAwqBfVLKcUIIf2COlHKi+bg+aGWZDsAJ4AEpZUF94yvBV1gbUkqW7dcMVy6VVnHXoGD+Oi4SLxfrqp3XnztHaUoKJcnJlG/bjqyuxsbDA7f4eNySEnGLj8fWw8PSYVoN58rOsSFnA8nZyew4qxm8eDh4MDxgOIlBiQwLGIa7w8212W5p1MIrhaKJKa7U88+1R5m/5SReLg48NyGKO/oFYmPhNE9dmMrKKN2yhdJkHaWpqRjz87WSz4EDcE9MxC0xEYegIEuHaTWU68vZemYrydnJbMzZSEFVAXY2dvTv1J/EoERGBo4k0N16jXCU4CsUzUT6mWJeWHKQPacLGdDVm9enxhDdxXpnztJopGL/AS3vr9PVlnxGROCWmIh7UiJOsbGq5NOM0WTkwKUDNY3eThSdACDcK5zEoEQSghKI8Y2xKoMXJfgKRTNiMkkW7c7hrVWHKa40cP+QEJ4cE4G7k/Xny6tPndLy/roUynftAqMRW19f3EaOwD0pCdchQ7BxUatXL3Oq+FRNyeee83swSiM+Tj5ai+fABOL843C2c7ZojErwFYoWoKCsmv+35gjf7DyNn5sjL0zuwS2xjTdcaSmMRUWUbthIqU5H6YYNmEpLEY6OuA4ZotX8JyYoW8crKKoqqin53JS7iVJ9KY62jsR1iav5AvBz8WvxuJTgKxQtyL7sQl5YcpC03GKGhfvw2q0xhDWB4UpLIqurKd+1ixJdCqXJyehzcwGtxfPl1b6OkZGt5susudEb9ew6v4vUnFRSslPILdU+rxifmJrVvt29u7fI56UEX6FoYYwmydfbT/HOmiNU6o3MiO/GY0kRTWa40pJIKanKzKTULP4V+/cDYOffBffEJNwSE3EdNBChunwC2ueVWZhJarYm/gcvHUQi6eLapUb8B3Ya2GwGL0rwFQoLcbGkirdWHeaHPbkEeDnzypSejGliw5WWxnDxotblU5dC2ebNyMpKrcvn8OG4JyXiOmKE8vW9gksVl9iQswFdto5tZ7ZRaazE1d6VYf7DSAhKID4gHi+nplvPoQRfobAwO7LyeXFJGkfOlzAqqiOvTGk+w5WWxFRZSdm2bVrJp06H4eJFsLHBuV9fbfaflIhjaKilw7QaKgwV7Di7A122jg05G7hYcREbYUPfjn1JCNRm/yGeIY26hhJ8hcIK0BtNzNt8kn+tO4rBJHk0MZyHRjav4UpLIk0mKg+layWf65OpOnIEAIeQkJpWD859+iDsWt/q1ebAJE2k56Wjy9ahy9bVGLyEeISQEJTAn/v9GXubG0/7KMFXKKyIs0UVzF5+mBUHzxLq68qrU3oyonvLV3M0N/rcXEpSUihN1lG2Ywfo9dh6euKWMBK3xCRchw/H1s3V0mFaDbmluTV5/4KqAr6/5fubGkcJvkJhhWw4epGXlx0i61IZk3p14YXJ0XTxtGwNd3NhLC2lbNNmSpLXU5a6AWNREcLeHpdBg7Sqn8RE7P39LR2m1WA0GW/aulEJvkJhpVQZjHyaeoL/6I5hayN4YnQEDwwLbVHDlZZGGgxU7N2r9fjX6ag+eRIAx6gorcVzYhJOPXuo1b43iRJ8hcLKyc4v55Vlh1ifcYHundx4/dYYBnfzsXRYLULViayaVg8Ve/ZqBi8dO+KWkKAMXm4CJfgKRSthbfp5Xll2iNzCCm7vG8DfJkbj59523ZmupsbgZX0yZZs2KYOXm0AJvkLRiqioNvIfXSafbjiBk9lw5R4rMFxpaUzV1ZTv2Elp8npKdCkYzp7VDF5iY3FLSsItMQHHiAi12vcqlOArFK2QYxdKeXlZGpuPaYYrr0+NoY+VGK60NFJKqjIyKElOplSXQmVaGgD2gYE1XT5dBgxQBi8owVcoWi1SSpYfOMvry9O5WFrF9IGa4Yq3a/tuY6A/f0Fr8qbTUbZ1q2bw4u5uNnhJwi1+OLaenpYO0yI0p+PVNOAVIBoYdB2LwyeBBwEJHERzvKqsb3wl+AqFRkmlnn+ty2TelpN4ONnx3IQopvUPskrDlZbGVF5O2ZYtWpvnlFSMeXlga4vLgAG4JSbgnpSEQ3CwpcNsMZpT8KMBE/AJ1zYxDwA2AT2klBVCiO+AlVLKefWNrwRfofglh88W8+KSNHadKqBfsBezp/aih7/1Gq60NNJkomL/fq3Rm05HVaa2etUhPKym0Ztz71iEbdtY3VwXFjUxNwv+NqA3UAwsAd6XUv5c37hK8BWKX2MySRbvyeGtVRkUlldz/9AQ/jKme6swXGlpqrOzKdXpKNHpKN+5CwwGbDt0wG3kSM3bd+hQbFzb1mpfiwq++fXHgTeACuBnKeU91xlrJjATIDg4uP+pU6caHZ9C0RYpLK/mnTVH+N+O0/i6OfLCpGim9PZXVSvXwFhcTOnGjVqjtw0bMJWUIBwccBkSZ579J2DfqXV3MoVGCr4QYh3QuY6X/i6lXGo+JoVrz/C9gcXAb4FC4HtgkZRyQX2Bqxm+QlE/+7MLeXFpGgdyihjSzYfXp/YkvKO7pcOyaqReT/nuPdqCr2Qd+uxsAJx69qw1eImKapVfnpZO6UwDxksp/2j+/XdAnJTykfrGVYKvUDQMo0mycMdp/t/qDCr0Rh6M78ZjSeG4OKjOlPUhpaT6+HGt1cNlgxcpsevSBffEBNwSk3AZPAibVmLwYmnBHwx8DgxES+nMA3ZJKT+ob1wl+ArFjXGptIq3VmaweE8OAV7OvDi5B+N6dmqVM1VLYcjLozQllRJdMmWbtyArKrBxccF1+HDN23fkCOw6dLB0mNekOat0bgM+APzQ0jX7pJTjhBD+wBwp5UTzca+ipXQMwF7gQSllVX3jK8FXKG6OnSc1w5WMcyUkRvrx6pQYgn1av+FKS2OqqqJ827aaRm+GCxe01b59+2qtHpKScAgNtaovVLXwSqFoh+iNJuZvOck/1x5Fb5I8khDGrJFhONm33ZLE5kRKqRm8JCdTkqKjKv0wAA5du2oz/6REXPr1s7jBixJ8haIdc66oktkr0ll+4CxdfVx4dUpPEiI7WjqsVo/+7FltsZcuhfJt25B6PTaenriNGKF5+8bHY+vm1uJxKcFXKBRsyrzES8vSOHGxjAkxnXlxcg/8vdqm4UpLYywto2zTJq3dQ2oqxsJC/T/dmgAAD4NJREFUsLfHdeBAbfafmIhDYECLxKIEX6FQAJrhypyNWXyQnImNEDw+KoI/DG/bhistjTQaqdi3T1vwlayj+sQJABwjI2vcvZxiYprN4EUJvkKh+AXZ+eW8+lM66w6fJ6KjG69PjSGunRiutDRVWVk1rR7Kd+8GkwlbP1/cE7SST9chcdg4N92dlhJ8hUJRJ+vSz/PKT4fIKajgtr4B/G1iFB3dlbtUc2EsLKR040ZKkpMp27ARU1kZwskJ1yFDtNl/QgJ2fo0ztFeCr1AorklFtZGPUo7xSeoJHO1seGpsd+6N64qdSvM0K7K6mrKdO7VWDzod+jNnAHCKjcU9KRGfBx+8qYofJfgKhaJeTlws5eVlh9iYeYkeXTyYfVsM/YK9LR1Wu0BKSdXRozV5f1NJCWGrVt7UWErwFQpFg5BSsvLgOV5bfojzxVVMHxjEs+Oj2r3hSktjqqy8aeP26wm+umdTKBQ1CCGYFNvl/7d379FRlecex79PEiKIAUEEhHCTe7hYJCByCwKWBDFUsCKt1mIVsaKIOR6gaHu0p/VUBQRBEW+oRaw3ELkHkHApUCKiBCKXokAQBZWbCkjwPX8kXSf1TC6TPZOZyfw+a2Ut9rvf2e/Ds4aHvd6Z7IeVGX24rWcz3ng/j6smrea1f+znhx/C9+awsilvsS/1ukG5qohEtAvOi+OBQUksuqcnreomMP7tbQyd+XdyDh4PdWjigQq+iBSrTf0a/O2Obkz6+WUc+Po70qev478WbOfE6bOhDk3KQQVfREpkZgztnMjKjD7c1K0JL234lL6PZzH/g4OE82eA8v+p4ItImdSsVoWHB7dnwV09aVirGvf+bSvDn93I7i9Ohjo0KSMVfBHxS4fEmsy7szt/vq4DuYdOkjZ1LY8syeXbM/mhDk1KoYIvIn6LiTF+cUVjVmWkMOTyhjyTtZerJ2exNOeQtnnCmAq+iJTbRRecx6PXX8abo66kRrUqjPrrFkbM3sy+r74NdWjig6eCb2aPmdnHZvaRmc0zswuLmZdqZjvNbI+ZjfeypoiEn+SmtVl4d09+PyiJ7E+PcvWUNUzJ3MXps+dCHZoU4fUOPxNo75zrCOwCJvx4gpnFAjOANCAJGG5mSR7XFZEwExcbw609m7EyI4UB7eozdeVuBjyxhvd2Hg51aFLIU8F3zi13zv3rk5qNQKKPaV2BPc65vc6574HXgMFe1hWR8FWvRlWeHN6JObddQWyMMeLFzYx65X0OHjsV6tCiXiD38G8FlvgYbwgcKHKcVzjmk5mNNLNsM8s+cuRIAMMTkYrUo0Udlo7pzf0DWrN612H6T8riqdV7+D7/h1CHFrVKLfhmtsLMcnz8DC4yZyKQD8zxdQkfY8V+jO+cm+WcS3bOJV/s8bnQIhJa8XEx3HVVCzLHptCzZR0eXbqTtKlr+PueL0MdWlQq9WHLzrn+JZ03s1uAQUA/5/v7WHlAoyLHicBn/gQpIpGtUe3zefZXyazMLWi48ovnNpF+WQMeuKYtdWuo4UpF8fotnVRgHJDunPuumGmbgZZm1szM4oEbgQVe1hWRyNSvbT0yx6ZwT98WLM35nH6Tsnhh3Sfkn9M2T0Xwuoc/HUgAMs1sq5nNBDCzBma2GKDwQ93RwDIgF3jdObfd47oiEqGqVonlvp+2ZtnY3nRqUouHF+7g2unreX/f0VCHVumpAYqIhIxzjqU5n/Pwwh0cOn6aYcmNGJfWhtpquFJuaoAiImHJzEjrcAkr7kvhjpRLeWtLHn0nrebVTWq4Egwq+CISctXPi2NCWlsWj+lF63oJ/G7eNoY8rYYrgaaCLyJho1W9BF4b2Y0pwy4j7+gp0qev4w/v5HD8lBquBIIKvoiEFTPjuk6JrMxI4eZuTXhl4z76Tcri7S15ehKnRyr4IhKWalarwkOD27NgdEHDlfte/5BhszaySw1Xyk0FX0TCWvuGBQ1XHhnSgV1fnGTg1LX8ebEarpSHCr6IhL2YGGN418asyujD0MsTmbVmL/0nZ7F4mxqu+EMFX0QiRu3q8fzl+o68deeVXHh+PL+ds4VbXtzMJ1+q4UpZqOCLSMTp3KQ2747uwR+uTWLLvqMMmLKGyct3quFKKVTwRSQixcXGMKJHM1ZlpJDWoT7TVu3h6ilZrPr4i1CHFrZU8EUkotWtUZWpN3bi1duv4Ly4WG6dnc3tL2eTd7S45zlGLxV8EakUujevw+J7ejEutQ3rdn9J/8lZzHhPDVeKUsEXkUojPi6GO/s0Z0VGCimtLuaxZTtJnbqG9Wq4Aqjgi0gl1PDCajxzczIvjuhC/jnHL5/bxN1zP+CLE6dDHVpIqeCLSKV1Veu6LB/bmzH9WrJse0HDleejuOGKCr6IVGpVq8Qy9upWLL+3N52b1OKPC3cw6Ml1ZH/6dahDq3BeWxw+ZmYfm9lHZjbPzC70MaeRmb1nZrlmtt3MxnhZU0SkPJrWqc7sEV2YedPlnDh1lutnbuD+Nz7kq2/OhDq0CuP1Dj8TaO+c6wjsAib4mJMPZDjn2gLdgLvMLMnjuiIifjMzUttfwoqMFEalNGfeBwfpOymLOZv2cS4KGq54KvjOueWFPWsBNgKJPuYccs5tKfzzSQr62jb0sq6IiBfnx8cxPq0NS8b0ou0lCUycl8OQp9azLa9yN1wJ5B7+rcCSkiaYWVOgE7ApgOuKiJRLy3oJzL29G1Nv/AkHj50mfcY6Hpyfw/HvKmfDlVKbmJvZCqC+j1MTnXPvFM6ZCCQDQ1wxFzSzC4As4E/OubdLWG8kMBKgcePGnfft21eWv4eIiCcnTp9l8vJdvLzhU2qdH8/vBrZlyOUNMbNQh+aXkpqYl1rwy3DxW4BRQD/nnM/fZTazKsBCYJlzbnJZr52cnOyys7M9xSci4o/tnx3ngfk5fLD/GF2b1uaPP2tP6/oJoQ6rzEoq+F6/pZMKjAPSSyj2BjwP5PpT7EVEQqFdg5q8Nao7fxnagd2HTzJw2lr+tGgH31SChite9/CnAwlAppltNbOZAGbWwMwWF87pAdwM9C2cs9XMBnpcV0QkaGJijGFdChqu3JCcyLNrP6H/pCwWfRTZDVc8b+kEk7Z0RCQcbNl/lAfn57D9sxP0almHh9LbcenFF4Q6LJ+CtqUjIhINLm9ciwWje/JQeju27j9G6hNreXzZTk59H1kNV1TwRUTKIDbGuKV7U1b+RwrXdLyE6e8VNFxZsSNyGq6o4IuI+KFuQlWmDPsJc2/vRrUqsdz2cja3vbSZA1+Hf8MVFXwRkXK4svlFLLqnF+PT2rB+z1f0n5zF9FW7OZMfvts8KvgiIuUUHxfDqJTmrMxIoW+bujy+fBdpT6xl3e7wbLiigi8i4lGDC6vx9E2dmT2iC+ec46bnN3HXq1v4/Hh4NVxRwRcRCZA+reuy7N7ejO3fiswdX9Bv0mqeW7uXs2HScEUFX0QkgKpWiWVM/5Zkju1N12a1+e9FuQyato7NYdBwRQVfRCQImlxUnRd+3YVnbu7MN2fy+fnMDWS8/iFfhrDhigq+iEiQmBkD2tUn877e3NmnOQs+PEjfx1fzysbQNFxRwRcRCbLz4+MYl9qGJWN6075hTR6cn8N1T63no7xjFRqHCr6ISAVpUfcC5tx2BdOGd+LQ8dMMnrGeifO2VVjDFRV8EZEKZGakX9aAVRkpjOjejLn/2M9Vk1bzRvYBfgjyNo8KvohICCRUrcLvr01i4d29aFanOve/+RE3PLOB3EMngramCr6ISAglNajBG3dcyaNDO/LPI98w6Ml1PPzuDk6fDfwjGuICfkUREfFLTIxxQ5dGXJ1Uj0eX7WTL/qNUiQ38/bingm9mjwHXAt8D/wRGOOd8fuxsZrFANnDQOTfIy7oiIpVRrerxPDKkA2fyzxEbE/jm6V7/C8kE2jvnOgK7gAklzB0D5HpcT0Sk0jsvLjYo1/VU8J1zy51z/+rsuxFI9DXPzBKBa4DnvKwnIiLlF8hNoluBJcWcewL4TyA8niAkIhKFSt3DN7MVQH0fpyY6594pnDMRyAfm+Hj9IOCwc+59M+tThvVGAiMBGjduXNp0EREpo1ILvnOuf0nnzewWYBDQzznn67cGegDpZjYQqArUMLO/OuduKma9WcAsgOTk5Ip/2ISISCXlaUvHzFKBcUC6c85nQ0fn3ATnXKJzrilwI7CquGIvIiLB43UPfzqQAGSa2VYzmwlgZg3MbLHn6EREJGA8fQ/fOdeimPHPgIE+xlcDq72sKSIi5WO+t93Dg5kdAfYVHtYEjhc5XdpxHSBYnYR/vFYgX1PSvOLO+RovbUz58m9M+fJ/rOix8lVx+WrinLvY5xnnXET8ALP8PM6uqFgC+ZqS5hV3ztd4aWPKl/IVzHz5yJ/yFQb5iqSHp73r53EwlWetsr6mpHnFnfM1XtqY8uXfmPLl/1hF5Uz5KqOw3tLxwsyynXPJoY4jUihf/lG+/KN8+SdY+YqkO3x/zQp1ABFG+fKP8uUf5cs/QclXpb3DFxGRf1eZ7/BFRKQIFXwRkSihgi8iEiWisuCb2c/M7Fkze8fMfhrqeMKdmV1qZs+b2ZuhjiVcmVl1M3up8H31y1DHE+70nvJPoGpWxBV8M3vBzA6bWc6PxlPNbKeZ7TGz8SVdwzk33zl3O/BrYFgQww25AOVrr3PuN8GNNPz4mbshwJuF76v0Cg82DPiTr2h9TxXlZ74CUrMiruADs4HUogOF/XJnAGlAEjDczJLMrIOZLfzRT90iL32g8HWV2WwCl69oM5sy5o6Cbm8HCqedq8AYw8lsyp4vKV++PNUsTw9PCwXn3Boza/qj4a7AHufcXgAzew0Y7Jx7hIJn9f8bMzPgf4AlzrktwY04tAKRr2jlT+6APAqK/lYi80bKMz/ztaNiows//uTLzHIJQM2qLG/Mhvzf3RUU/ONrWML8u4H+wPVmNiqYgYUpv/JlZhcVPvq6k5mV1Kg+GhSXu7eBoWb2NBX7GIZw5zNfek8Vq7j3V0BqVsTd4RfDfIwV+xtlzrlpwLTghRP2/M3XV0A0/sfoi8/cOee+BUZUdDARoLh86T3lW3H5CkjNqix3+HlAoyLHicBnIYolEihf5afc+Uf58k9Q81VZCv5moKWZNTOzeApaKS4IcUzhTPkqP+XOP8qXf4Kar4gr+GY2F9gAtDazPDP7jXMuHxgNLANygdedc9tDGWe4UL7KT7nzj/Lln1DkSw9PExGJEhF3hy8iIuWjgi8iEiVU8EVEooQKvohIlFDBFxGJEir4IiJRQgVfRCRKqOCLiEQJFXwRkSjxv+p2qyfEmYkaAAAAAElFTkSuQmCC", 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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -182,7 +182,8 @@ "for i in range(3):\n", " plt.semilogx(t, htwolayer[i], label=\"c=\" + str(int(clist[i])))\n", "plt.legend(loc=\"best\")\n", - "plt.title(\"head at r=20\")" + "plt.title(\"head at r=20\")\n", + "plt.grid()" ] }, { @@ -202,8 +203,7 @@ "output_type": "stream", "text": [ "self.neq 0\n", - "No unknowns. Solution complete\n", - "Warning, some of the times are smaller than tmin or larger than tmax; zeros are substituted\n" + "No unknowns. Solution complete\n" ] } ], @@ -221,14 +221,12 @@ "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ - "
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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -236,13 +234,14 @@ "plt.semilogx(t, ht10[0], label=\"time shifted in model\")\n", "plt.semilogx(t + 10, h1[0], \"r--\", label=\"time shifted by hand\")\n", "plt.legend(loc=\"best\")\n", - "plt.title(\"note that heads are not computed at the same times\")" + "plt.title(\"note that heads are not computed at the same times\")\n", + "plt.grid()" ] } ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -256,7 +255,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.4" + "version": "3.11.4" }, "latex_envs": { "LaTeX_envs_menu_present": true, diff --git a/docs/index.rst b/docs/index.rst index a797690..405a62e 100644 --- a/docs/index.rst +++ b/docs/index.rst @@ -78,7 +78,7 @@ Quick Example ml.solve() # Plot head contours at t=2 days - ml.contour(win=[-30, 55, -30, 30], ngr=40, t=2, labels=True, decimals=1) + ml.plots.contour(win=[-30, 55, -30, 30], ngr=40, t=2, labels=True, decimals=1) .. tab-item:: Result diff --git a/pyproject.toml b/pyproject.toml index e01bbb8..6def7f1 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -29,11 +29,9 @@ classifiers = [ "Operating System :: MacOS", "Programming Language :: Python", "Programming Language :: Python :: 3", - "Programming Language :: Python :: 3.7", - "Programming Language :: Python :: 3.8", - "Programming Language :: Python :: 3.9", "Programming Language :: Python :: 3.10", "Programming Language :: Python :: 3.11", + "Programming Language :: Python :: 3.12", "Programming Language :: Python :: 3 :: Only", "Topic :: Scientific/Engineering :: Hydrology", ] diff --git a/ttim/circareasink.py b/ttim/circareasink.py index c94d9fd..a787584 100644 --- a/ttim/circareasink.py +++ b/ttim/circareasink.py @@ -123,8 +123,10 @@ def disvecinf(self, x, y, aq=None): qy[:] = qr * (y - self.yc) / r return qx, qy - def plot(self): - plt.plot( + def plot(self, ax=None): + if ax is None: + _, ax = plt.subplots() + ax.plot( self.xc + self.R * np.cos(np.linspace(0, 2 * np.pi, 100)), self.yc + self.R * np.sin(np.linspace(0, 2 * np.pi, 100)), "k", diff --git a/ttim/element.py b/ttim/element.py index 93c2b4e..d23da5d 100644 --- a/ttim/element.py +++ b/ttim/element.py @@ -332,5 +332,5 @@ def run_after_solve(self): """ pass - def plot(self): + def plot(self, ax=None): pass diff --git a/ttim/linedoublet.py b/ttim/linedoublet.py index 8c795bf..27b8b40 100644 --- a/ttim/linedoublet.py +++ b/ttim/linedoublet.py @@ -174,8 +174,10 @@ def disvecinf(self, x, y, aq=None): rvy.shape = (self.nparam, aq.naq, self.model.npval) return rvx, rvy - def plot(self): - plt.plot([self.x1, self.x2], [self.y1, self.y2], "k") + def plot(self, ax=None): + if ax is None: + _, ax = plt.subplots() + ax.plot([self.x1, self.x2], [self.y1, self.y2], "k") class LeakyLineDoublet(LineDoubletHoBase, LeakyWallEquation): @@ -376,5 +378,7 @@ def disvecinf(self, x, y, aq=None): rvy[i * ld.nparam : (i + 1) * ld.nparam, :] = qy return rvx, rvy - def plot(self): - plt.plot(self.xldlayout, self.yldlayout, "k") + def plot(self, ax=None): + if ax is None: + _, ax = plt.subplots() + ax.plot(self.xldlayout, self.yldlayout, "k") diff --git a/ttim/linesink.py b/ttim/linesink.py index b32e07f..5fae724 100644 --- a/ttim/linesink.py +++ b/ttim/linesink.py @@ -168,8 +168,10 @@ def headinside(self, t): :, np.newaxis ] * self.discharge(t) - def plot(self): - plt.plot([self.x1, self.x2], [self.y1, self.y2], "k") + def plot(self, ax=None): + if ax is None: + _, ax = plt.subplots() + ax.plot([self.x1, self.x2], [self.y1, self.y2], "k") class LineSink(LineSinkBase): @@ -442,8 +444,8 @@ def headinside(self, t, derivative=0): ) return rv - def plot(self): - plt.plot(self.xlslayout, self.ylslayout, "k") + def plot(self, ax): + ax.plot(self.xlslayout, self.ylslayout, "k") def run_after_solve(self): for i in range(self.nls): @@ -998,8 +1000,10 @@ def headinside(self, t): :, np.newaxis ] * self.discharge(t) - def plot(self): - plt.plot([self.x1, self.x2], [self.y1, self.y2], "k") + def plot(self, ax=None): + if ax is None: + _, ax = plt.subplots() + ax.plot([self.x1, self.x2], [self.y1, self.y2], "k") class HeadLineSinkHo(LineSinkHoBase, HeadEquationNores): diff --git a/ttim/model.py b/ttim/model.py index 0502b36..d87c407 100644 --- a/ttim/model.py +++ b/ttim/model.py @@ -1,5 +1,6 @@ # from .invlap import * import inspect # Used for storing the input +from warnings import warn import numpy as np @@ -8,10 +9,10 @@ # from .bessel import * from .invlapnumba import compute_laplace_parameters_numba, invlap, invlapcomp -from .util import PlotTtim +from .plots import PlotTtim -class TimModel(PlotTtim): +class TimModel: def __init__( self, kaq=[1, 1], @@ -68,6 +69,25 @@ def __init__( if self.timmlmodel is not None: self.timmlmodel.solve() + self.plots = PlotTtim(self) + self.plot = self.plots.topview + + # NOTE: reinstate later, after deprecation below is removed? + # self.xsection = self.plots.xsection + + def xsection(*args, **kwargs): + raise DeprecationWarning( + "This method is deprecated. Use `ml.plots.head_along_line()` instead." + ) + + def contour(self, *args, **kwargs): + warn( + category=DeprecationWarning, + message="This method is deprecated. Use `ml.plots.contour()` instead.", + stacklevel=1, + ) + self.plots.contour(*args, **kwargs) + def __repr__(self): return "Model" @@ -349,7 +369,7 @@ def velocomp(self, x, y, z, t, aq=None, layer_ltype=None): ) qz = (h[1, 0] - h[0, 0]) / aq.c[ layer - ] # TO DO include storage in leaky layer + ] # TODO: include storage in leaky layer vz = qz / aq.porll[layer] else: # in aquifer layer h = self.head(x, y, t, layers=layer, aq=aq, neglect_steady=True) @@ -387,7 +407,7 @@ def velocomp(self, x, y, z, t, aq=None, layer_ltype=None): )[:, 0] # this works because c[0] = 1e100 for impermeable top qztop = (h[1] - h[0]) / self.aq.c[layer] - # TO DO modify for infiltration in top aquifer + # TODO: modify for infiltration in top aquifer # if layer == 0: # qztop += self.qztop(x, y) if layer < aq.naq - 1: diff --git a/ttim/plots.py b/ttim/plots.py new file mode 100644 index 0000000..ce57009 --- /dev/null +++ b/ttim/plots.py @@ -0,0 +1,253 @@ +from typing import Optional + +import matplotlib.pyplot as plt +import numpy as np + + +class PlotTtim: + def __init__(self, ml): + self._ml = ml + + def topview(self, win=None, ax=None, figsize=None, layers=None): + """Plot top-view. + + Parameters + ---------- + win : list or tuple + [x1, x2, y1, y2] + """ + if ax is None: + _, ax = plt.subplots(figsize=figsize) + ax.set_aspect("equal", adjustable="box") + if layers is not None and isinstance(layers, int): + layers = [layers] + for e in self._ml.elementlist: + if layers is None or np.isin(e.layers, layers): + e.plot(ax=ax) + if win is not None: + ax.axis(win) + return ax + + def xsection( + self, + xy: Optional[list[tuple[float]]] = None, + labels=True, + params=False, + ax=None, + ): + if ax is None: + _, ax = plt.subplots(1, 1, figsize=(8, 4)) + + if xy is not None: + (x0, y0), (x1, y1) = xy + r = np.sqrt((x1 - x0) ** 2 + (y1 - y0) ** 2) + ax.set_xlim(0, r) + else: + r = 1.0 + + if labels: + lli = 1 if self._ml.aq.topboundary == "con" else 0 + aqi = 0 + else: + lli = None + aqi = None + + for i in range(self._ml.aq.nlayers): + if self._ml.aq.ltype[i] == "l": + ax.axhspan( + ymin=self._ml.aq.z[i + 1], + ymax=self._ml.aq.z[i], + color=[0.8, 0.8, 0.8], + ) + if labels: + ax.text( + 0.5 * r if not params else 0.25 * r, + np.mean(self._ml.aq.z[i : i + 2]), + f"leaky layer {lli}", + ha="center", + va="center", + ) + if params: + ax.text( + 0.75 * r if labels else 0.5 * r, + np.mean(self._ml.aq.z[i : i + 2]), + ( + f"$c$ = {self._ml.aq.c[lli]}, " + f"$S_s$ = {self._ml.aq.Sll[lli]:.2e}", + ), + ha="center", + va="center", + ) + if labels or params: + lli += 1 + + if labels and self._ml.aq.ltype[i] == "a": + ax.text( + 0.5 * r if not params else 0.25 * r, + np.mean(self._ml.aq.z[i : i + 2]), + f"aquifer {aqi}", + ha="center", + va="center", + ) + if params and self._ml.aq.ltype[i] == "a": + if aqi == 0 and self._ml.aq.phreatictop: + paramtxt = ( + f"$k_h$ = {self._ml.aq.kaq[aqi]}, " + f"$S$ = {self._ml.aq.Saq[aqi]}" + ) + else: + paramtxt = ( + f"$k_h$ = {self._ml.aq.kaq[aqi]}, " + f"$S_s$ = {self._ml.aq.Saq[aqi]:.2e}" + ) + ax.text( + 0.75 * r if labels else 0.5 * r, + np.mean(self._ml.aq.z[i : i + 2]), + paramtxt, + ha="center", + va="center", + ) + if (labels or params) and self._ml.aq.ltype[i] == "a": + aqi += 1 + + for i in range(1, self._ml.aq.nlayers): + if self._ml.aq.ltype[i] == "a" and self._ml.aq.ltype[i - 1] == "a": + ax.axhspan( + ymin=self._ml.aq.z[i], ymax=self._ml.aq.z[i], color=[0.8, 0.8, 0.8] + ) + + ax.axhline(self._ml.aq.z[0], color="k", lw=0.75) + ax.axhline(self._ml.aq.z[-1], color="k", lw=3.0) + ax.set_ylabel("elevation") + return ax + + def head_along_line( + self, + x1=0, + x2=1, + y1=0, + y2=0, + npoints=100, + t=1.0, + layers=0, + sstart=0, + color=None, + lw=1, + figsize=None, + ax=None, + legend=True, + grid=True, + ): + layers = np.atleast_1d(layers) + t = np.atleast_1d(t) + if ax is None: + _, ax = plt.subplots(figsize=figsize) + x = np.linspace(x1, x2, npoints) + y = np.linspace(y1, y2, npoints) + s = np.sqrt((x - x[0]) ** 2 + (y - y[0]) ** 2) + sstart + h = self._ml.headalongline(x, y, t, layers) + nlayers, ntime, npoints = h.shape + for i in range(nlayers): + for j in range(ntime): + lbl = f"head (t={t[j]}, layer={layers[i]})" + if color is None: + ax.plot(s, h[i, j, :], lw=lw, label=lbl) + else: + ax.plot(s, h[i, j, :], color, lw=lw, label=lbl) + if legend: + ax.legend(loc=(0, 1), ncol=3, frameon=False) + if grid: + ax.grid(True) + return ax + + def contour( + self, + win, + ngr=20, + t=1, + layers=0, + levels=20, + layout=True, + labels=True, + decimals=1, + color=None, + ax=None, + figsize=None, + legend=True, + ): + """Contour plot. + + Parameters + ---------- + win : list or tuple + [x1, x2, y1, y2] + ngr : scalar, tuple or list + if scalar: number of grid points in x and y direction + if tuple or list: nx, ny, number of grid points in x and y direction + t : scalar + time + layers : integer, list or array + layers for which grid is returned + levels : integer or array (default 20) + levels that are contoured + layout : boolean (default True_) + plot layout of elements + labels : boolean (default True) + print labels along contours + decimals : integer (default 1) + number of decimals of labels along contours + color : str or list of strings + color of contour lines + ax : matplotlib.Axes + axes to plot on, default is None which creates a new figure + figsize : tuple of 2 values (default is mpl default) + size of figure + legend : list or boolean (default True) + add legend to figure + if list of strings: use strings as names in legend + """ + x1, x2, y1, y2 = win + if np.isscalar(ngr): + nx = ny = ngr + else: + nx, ny = ngr + layers = np.atleast_1d(layers) + xg = np.linspace(x1, x2, nx) + yg = np.linspace(y1, y2, ny) + h = self._ml.headgrid(xg, yg, t, layers) + if ax is None: + _, ax = plt.subplots(figsize=figsize) + ax.set_aspect("equal", adjustable="box") + # color + if color is None: + c = plt.rcParams["axes.prop_cycle"].by_key()["color"] + elif isinstance(color, str): + c = len(layers) * [color] + elif isinstance(color, list): + c = color + if len(c) < len(layers): + n = np.ceil(self._ml.aq.naq / len(c)) + c = n * c + + # contour + cslist = [] + cshandlelist = [] + for i in range(len(layers)): + cs = ax.contour( + xg, yg, h[i, 0], levels, colors=c[i], negative_linestyles="solid" + ) + cslist.append(cs) + handles, _ = cs.legend_elements() + cshandlelist.append(handles[0]) + if labels: + fmt = f"%1.{decimals}f" + ax.clabel(cs, fmt=fmt) + if isinstance(legend, list): + ax.legend(cshandlelist, legend, loc=(0, 1), ncol=3, frameon=False) + elif legend: + legendlist = ["layer " + str(i) for i in layers] + ax.legend(cshandlelist, legendlist, loc=(0, 1), ncol=3, frameon=False) + + if layout: + self.topview(win=[x1, x2, y1, y2], ax=ax) + return ax diff --git a/ttim/util.py b/ttim/util.py deleted file mode 100644 index 11333a4..0000000 --- a/ttim/util.py +++ /dev/null @@ -1,149 +0,0 @@ -import matplotlib.pyplot as plt -import numpy as np - - -class PlotTtim: - def plot(self, win=None, newfig=True, figsize=None): - """Plot layout. - - Parameters - ---------- - win : list or tuple - [x1, x2, y1, y2] - """ - if newfig: - plt.figure(figsize=figsize) - ax1 = plt.subplot() - else: - fig = plt.gcf() - ax1 = fig.axes[0] - if ax1 is not None: - plt.sca(ax1) - for e in self.elementlist: - e.plot() - plt.axis("scaled") - if win is not None: - plt.axis(win) - - def xsection( - self, - x1=0, - x2=1, - y1=0, - y2=0, - npoints=100, - t=1, - layers=0, - sstart=0, - color=None, - lw=1, - figsize=None, - newfig=True, - legend=True, - ): - layers = np.atleast_1d(layers) - if newfig: - plt.figure(figsize=figsize) - x = np.linspace(x1, x2, npoints) - y = np.linspace(y1, y2, npoints) - s = np.sqrt((x - x[0]) ** 2 + (y - y[0]) ** 2) + sstart - h = self.headalongline(x, y, t, layers) - nlayers, ntime, npoints = h.shape - for i in range(nlayers): - for j in range(ntime): - if color is None: - plt.plot(s, h[i, j, :], lw=lw) - else: - plt.plot(s, h[i, j, :], color, lw=lw) - if legend: - legendlist = ["layer " + str(i) for i in layers] - plt.legend(legendlist) - # plt.draw() - - def contour( - self, - win, - ngr=20, - t=1, - layers=0, - levels=20, - layout=True, - labels=False, - decimals=0, - color=None, - newfig=True, - figsize=None, - legend=True, - ): - """Contour plot. - - Parameters - ---------- - win : list or tuple - [x1, x2, y1, y2] - ngr : scalar, tuple or list - if scalar: number of grid points in x and y direction - if tuple or list: nx, ny, number of grid points in x and y direction - t : scalar - time - layers : integer, list or array - layers for which grid is returned - levels : integer or array (default 20) - levels that are contoured - layout : boolean (default True_) - plot layout of elements - labels : boolean (default True) - print labels along contours - decimals : integer (default 0) - number of decimals of labels along contours - color : str or list of strings - color of contour lines - newfig : boolean (default True) - create new figure - figsize : tuple of 2 values (default is mpl default) - size of figure - legend : list or boolean (default True) - add legend to figure - if list of strings: use strings as names in legend - """ - x1, x2, y1, y2 = win - if np.isscalar(ngr): - nx = ny = ngr - else: - nx, ny = ngr - layers = np.atleast_1d(layers) - xg = np.linspace(x1, x2, nx) - yg = np.linspace(y1, y2, ny) - h = self.headgrid(xg, yg, t, layers) - if newfig: - plt.figure(figsize=figsize) - # color - if color is None: - c = plt.rcParams["axes.prop_cycle"].by_key()["color"] - elif isinstance(color, str): - c = len(layers) * [color] - elif isinstance(color, list): - c = color - if len(c) < len(layers): - n = np.ceil(self.aq.naq / len(c)) - c = n * c - - # contour - cslist = [] - cshandlelist = [] - for i in range(len(layers)): - cs = plt.contour(xg, yg, h[i, 0], levels, colors=c[i]) - cslist.append(cs) - handles, labels = cs.legend_elements() - cshandlelist.append(handles[0]) - if labels: - fmt = f"%1.{decimals}f" - plt.clabel(cs, fmt=fmt) - if isinstance(legend, list): - plt.legend(cshandlelist, legend) - elif legend: - legendlist = ["layer " + str(i) for i in layers] - plt.legend(cshandlelist, legendlist) - plt.axis("scaled") - if layout: - self.plot(win=[x1, x2, y1, y2], newfig=False) diff --git a/ttim/well.py b/ttim/well.py index 96b6c65..6b083d6 100644 --- a/ttim/well.py +++ b/ttim/well.py @@ -160,8 +160,10 @@ def headinside(self, t, derivative=0): self.layers ] - self.resfach[:, np.newaxis] * self.discharge(t, derivative=derivative) - def plot(self): - plt.plot(self.xw, self.yw, "k.") + def plot(self, ax=None): + if ax is None: + _, ax = plt.subplots() + ax.plot(self.xw, self.yw, "k.") def changetrace( self, xyzt1, xyzt2, aq, layer, ltype, modellayer, direction, hstepmax