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Machine Learning Downscaling of SoilMERGE in the United States Southern Great Plains

SoilMERGE (SMERGE) is a root-zone soil moisture (RZSM) product that covers the entire continental United States and spans 1978 to 2019. Machine learning techniques, Random Forest (RF), eXtreme Gradient Boosting (XGBoost), and Gradient Boost (GBoost) downscaled SMERGE to spatial resolutions straddlin...

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Bibliográfalaš dieđut
Váldodahkkit: Kenneth Tobin, Aaron Sanchez, Daniela Esparza, Miguel Garcia, Deepak Ganta, Marvin Bennett
Materiálatiipa: Artigo
Giella:Inglês
Almmustuhtton: MDPI AG 2023-10-01
Ráidu:Remote Sensing
Fáttát:
Liŋkkat:https://www.mdpi.com/2072-4292/15/21/5120
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