Estimation of MODIS-like Surface-Spectral Reflectance from Geostationary Satellites using Deep Neural Networks

Matthew Mage1, Sangram Ganguly2, Thomas Vandal1, Ramakrishna R Nemani3, Shuang Li3, Subodh Kalia4 and Auroop R Ganguly5, (1)Northeastern University, Boston, MA, United States, (2)Bay Area Environmental Research Institute Moffett Field, Moffett Field, CA, United States, (3)NASA Ames Research Center, Moffett Field, CA, United States, (4)BAER Institute, Mountain View, CA, United States, (5)Northeastern University, Civil and Environmental Engineering Department, Boston, United States