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EaR³T (Education and Research 3D Radiative Transfer Toolbox)

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EaR³T (Education and Research 3D Radiative Transfer Toolbox)

Discord Server Documentation Status Git Clone Counts GitHub Repo Stars Citation Counts Publication DOI https://github.com/hong-chen/er3t/blob/gh-pages/docs/assets/er3t-logo.png

We are preparing for an upcoming release, so please anticipate frequent changes to the main branch.


EaR³T (pronounced /ɜːt/) is a Python software package developed for cutting-edge radiative transfer and remote sensing applications. It provides high-level interfaces to automate the process of performing IPA/3D radiative transfer calculations for measured or modeled cloud/aerosol fields using publicly available radiative transfer solvers. The automation capability covers not only the simulation of radiometric quantities such as radiance and irradiance, but also the downloading/processing of satellite data and the setup of atmospheric radiative properties, which are essential for an end-to-end simulation pipeline.

Applications

  • Spaceborne and airborne remote sensing;
  • 3D radiative effects (of clouds, aerosols, and trace gases etc.);
  • Synthetic data generation (for CNN training);
  • Novel retrieval algorithm development (e.g., CNN-based).

Features

Radiative Transfer:
Remote Sensing:

Resources

Source Code:

https://github.com/hong-chen/er3t/

Documentation:

https://er3t.readthedocs.io/

Community Support:

Discord

Gallery

Multi-Angle (space view [land BRDF]) Sunrise to Sunset (space view [ocean BRDF])
https://github.com/hong-chen/er3t/blob/gh-pages/docs/assets/multi-angle_space.gif https://github.com/hong-chen/er3t/blob/gh-pages/docs/assets/sunrise-sunset_space.gif
Multi-Angle (ground view) Sunrise to Sunset (ground view)
https://github.com/hong-chen/er3t/blob/gh-pages/docs/assets/multi-angle_ground.gif https://github.com/hong-chen/er3t/blob/gh-pages/docs/assets/sunrise-sunset_ground.gif