This repository contains source code for training a feed forward neural network to reconstruct Solar Induced Fluorescence (SIF) from MODIS instrument surface reflectance observations. Details of the methodolody can be found in the following manuscript:
Gentine, P., & Alemohammad, S. H. (2018). Reconstructed Solar-Induced Fluorescence: A machine learning vegetation product based on MODIS surface reflectance to reproduce GOME-2 solar-induced fluorescence. Geophysical Research Letters, 45. https:// doi.org/10.1002/2017GL076294