Development of Machine Learning Models for Estimation of Fuel Moisture Content Based on MODIS Satellite Observations


Branko Kosovic1, Tyler McCandless2, Bill Petzke3, Pedro Angel Jimenez4, Steven T Massie5, Amanda Anderson3, Amy DeCastro6, David John Gagne II7 and Sue Ellen Haupt2, (1)Johns Hopkins University, Ralph O'Connor Sustainable Energy Institute, Baltimore, MD, United States, (2)National Center for Atmospheric Research, Boulder, CO, United States, (3)National Center for Atmospheric Research, Research Applications Laboratory, Boulder, CO, United States, (4)NSF National Center for Atmospheric Research, Boulder, United States, (5)Natl Ctr Atmospheric Research, Boulder, United States, (6)National Center for Atmospheric Research, Research Applications Laboratory, Boulder, United States, (7)NCAR/MMM, Boulder, United States