Estimating Canopy Resistance Using Machine Learning and Analytical Approaches

Estimating Canopy Resistance Using Machine Learning and Analytical Approaches

Canopy resistance is a key parameter in the Penman–Monteith (P–M) equation for calculating evapotranspiration (ET). In this study, we compared a machine learning algorithm–support vector machine (SVM) and an analytical solution (Todorovic, 1999) for estimating canopy resistances. Then, these estimat...

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Bibliographic Details
Main Authors: Cheng-I Hsieh, I-Hang Huang, Chun-Te Lu
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Water
Subjects:
evapotranspiration
canopy resistance
support vector machine
Todorovic’s method
Penman–Monteith equation
Online Access:https://www.mdpi.com/2073-4441/15/21/3839

Internet

https://www.mdpi.com/2073-4441/15/21/3839

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