Simple and Two-Level Hierarchical Bayesian Approaches for Parameter Estimation with One- and Two-Layer Evapotranspiration Models of Crop Fields

Simple and Two-Level Hierarchical Bayesian Approaches for Parameter Estimation with One- and Two-Layer Evapotranspiration Models of Crop Fields

The two-layer Shuttleworth–Wallace (SW) evapotranspiration (<i>ET</i>) model has been widely used for predicting <i>ET</i> with good results. Since the SW model has a large number of specific parameters, these parameters have been estimated using a simple non-hierarchical Bay...

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Bibliographic Details
Main Authors: Shutaro Shiraki, Aung Kyaw Thu, Yutaka Matsuno, Yoshiyuki Shinogi
Format: Article
Language:English
Published: MDPI AG 2021-12-01
Series:Water
Subjects:
Bayesian inference
model parameterization
Shuttleworth–Wallace model
Online Access:https://www.mdpi.com/2073-4441/13/24/3607

Internet

https://www.mdpi.com/2073-4441/13/24/3607

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