Estimation of Potential Evapotranspiration in the Yellow River Basin Using Machine Learning Models

Estimation of Potential Evapotranspiration in the Yellow River Basin Using Machine Learning Models

Potential evapotranspiration (<i>PET</i>) is an important input variable of many ecohydrological models, but commonly used empirical models usually input numerous meteorological factors. In consideration of machine learning for complex nonlinear learning, we evaluated the applicability o...

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Bibliographic Details
Main Authors: Jie Liu, Kunxia Yu, Peng Li, Lu Jia, Xiaoming Zhang, Zhi Yang, Yang Zhao
Format: Article
Language:English
Published: MDPI AG 2022-09-01
Series:Atmosphere
Subjects:
potential evapotranspiration
machine learning
empirical model
importance index
Yellow River basin
Online Access:https://www.mdpi.com/2073-4433/13/9/1467

Internet

https://www.mdpi.com/2073-4433/13/9/1467

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