Bias correction in SMAP soil moisture assimilation using a neural network approach

Jana Kolassa, NASA Goddard Space Flight Center, Greenbelt, MD, United States, Rolf H Reichle, NASA Goddard Space Flight Center, Greenbelt, United States, Pierre Gentine, Columbia University, Earth Institute, New York, United States, Hamed Alemohammad, Radiant Earth Foundation, Washington, United States, Catherine Prigent, Observatoire de Paris-Meudon, Paris, France, Filipe Aires, Estellus S.A.S., Paris, France, Clara Draper, NOAA PSL, Boulder, United States and Qing Liu, GMAO, building 33, Greenbelt, United States