Leveraging advances in deep learning and hyper-resolution soil moisture data assimilation for S2S hydroclimate applications

Noemi Vergopolan1, Nathaniel W. Chaney2, Sergey Malyshev3 and Elena Shevliakova3, (1)Princeton University, Princeton, NJ, United States, (2)Princeton University, Atmospheric and Oceanic Sciences, Princeton, United States, (3)NOAA/ Geophysical Fluid Dynamics Laboratory, Princeton, NJ, United States