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Author

Russ S. Schumacher

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Open access Oct 2026

Progress toward forecasting excessive rainfall with random forests based on a deterministic convection-allowing model

Machine learning applied to high-resolution numerical weather prediction forecasts is gaining popularity for prediction of high-impact weather events, but questions remain on how to design such systems. Building off prior work, we describe sensitivity experiments using a random forest (RF) system for excessive rainfa...

Eric P. James, Russ S. Schumacher · 0 citations
Aug 2026

Comparison of gridded precipitation datasets used in climate and drought monitoring in the contiguous United States

This study examines several gridded datasets that are commonly, or could be, used in climate and drought monitoring in the contiguous United States (CONUS). The focus is on accumulations at durations from months to water years, which are most relevant to drought, and on the western CONUS where complex terrain complic...

Russ S. Schumacher, Peter E. Goble, A. C. Mazurek · 0 citations

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