Simulation and analysis of evapotranspiration from desert grasslands based on a random forest regression model

Simulation and analysis of evapotranspiration from desert grasslands based on a random forest regression model

Abstract Evapotranspiration (ET) is a critical component of the water and energy cycles in desert grassland ecosystems. However, modeling ET in arid grasslands faces significant challenges due to data scarcity, high spatiotemporal heterogeneity, and complex interactions among climatic drivers. To ad...

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Bibliographic Details
Main Authors: Haitao Chen, Nishi Chu, Aiqing Kang, Wenchuan Wang, Ji He
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Evapotranspiration
Random forest
PML-V2
Desert grassland
Online Access:https://doi.org/10.1038/s41598-025-11056-0
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