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RISA Particle Batch Smoother Approach to Snow Water Equivalent Estimation
Publisher: American Meteorological Society
Abstract: his paper presents a newly proposed data assimilation method for historical snow water equivalent SWE estimation using remotely sensed fractional snow-covered area fSCA. The newly proposed approach consists of a particle ...
A Landsat-Era Sierra Nevada Snow Reanalysis (1985–2015)
Publisher: American Meteorological Society
Abstract: newly developed state-of-the-art snow water equivalent (SWE) reanalysis dataset over the Sierra Nevada (United States) based on the assimilation of remotely sensed fractional snow-covered area data over the Landsat 5?8 ...
Global Soil Water Estimates as Landslide Predictor: The Effectiveness of SMOS, SMAP, and GRACE Observations, Land Surface Simulations, and Data Assimilation
Publisher: American Meteorological Society
Assessment of MERRA-2 Land Surface Hydrology Estimates
Publisher: American Meteorological Society
Abstract: AbstractThe MERRA-2 atmospheric reanalysis product provides global, 1-hourly estimates of land surface conditions for 1980?present at ~50-km resolution. MERRA-2 uses observations-based precipitation to force the land (unlike ...
A High-Resolution Data Assimilation Framework for Snow Water Equivalent Estimation across the Western United States and Validation with the Airborne Snow Observatory
Publisher: American Meteorological Society
Abstract: Numerical simulations of snow water equivalent (SWE) in mountain systems can be biased, and few SWE observations have existed over large domains. New approaches for measuring SWE, like NASA?s ultra-high-resolution Airborne ...