Skip Navigation
Center Innovation Fund: ARC CIF

Deep Network Radiative Transfer: A Revolution in Imaging Spectrometer Atmospheric Correction (ARC)

Completed Technology Project

Project Introduction

Deep Network Radiative Transfer: A Revolution in Imaging Spectrometer Atmospheric Correction (ARC)
Deep Neural Networks are trained on ARC supercomputer facilities to replicate the precise output of MODTRAN 6.0 calculation. The required training data is collected by running the inefficient MODTRAN 6.0. An appropriate deep neural network architecture in order to obtain the required accuracy in emulating MODTRAN 6.0 needs to be researched based on the science of the problem. More »

Anticipated Benefits

Primary U.S. Work Locations and Key Partners

Project Library

Share this Project

Organizational Responsibility

Project Management

Project Duration

Technology Maturity (TRL)

Target Destination

Light bulb

Suggest an Edit

Recommend changes and additions to this project record.
^