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Jurnal
JAWRA Journal of the American Water Resources Association
Scopus
ISSN 1093-474X · Wiley · 2 artikel di indeks
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Artikel Jurnal Teks lengkap
OpenET: Filling a Critical Data Gap in Water Management for the Western United States
Abstract The lack of consistent, accurate information on evapotranspiration (ET) and consumptive use of water by irrigated agriculture is one of the most important data gaps for water managers in the western United States (U.S.) and other arid agricultural regions globally. The ability to easily…
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Artikel Jurnal Teks lengkap
Post‐Processing the National Water Model with Long Short‐Term Memory Networks for Streamflow Predictions and Model Diagnostics
Abstract We build three long short‐term memory (LSTM) daily streamflow prediction models (deep learning networks) for 531 basins across the contiguous United States (CONUS), and compare their performance: (1) a LSTM post‐processor trained on the United States National Water Model (NWM) outputs…