Open access
Sep 2026
The Role of Assimilating Deep Learning‐Enhanced AMSR‐E/2 Observations in European Soil Moisture Reanalysis
This study assimilates a newly developed Deep Learning‐enhanced AMSR‐E/2 soil moisture data set that provides a seamless daily record from 2003 to 2023 by reducing retrieval artifacts while preserving spatiotemporal consistency, and demonstrates that observation pre‐processing is essential for effective soil moisture d...
Visakh Sivaprasad, Johannes Keller, Yorck Ewerdwalbesloh et al.
· Water Resources Research · 0 citations