Comparative Analysis of Estimating Monthly Reference Evapotranspiration Using Kernel and Tree-Based Data Mining Models Versus Empirical Methods

Comparative Analysis of Estimating Monthly Reference Evapotranspiration Using Kernel and Tree-Based Data Mining Models Versus Empirical Methods

Because direct measurement of evapotranspiration is costly and time-consuming, researchers have turned to the estimation of evapotranspiration via indirect approaches. The aim of this study is to investigate the capability of kernel-based, tree-based, bagging-based data-driven, and empirical models...

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Bibliographic Details
Main Authors: Sahar Javidan, Mohammad Taghi Sattari, Ahmad Mehrabi
Format: Article
Language:fas
Published: Iranian Rainwater Catchment Systems Association 2022-12-01
Series:محیط زیست و مهندسی آب
Subjects:
data mining
makkink modified
random tree
reference evapotranspiration
Online Access:http://www.jewe.ir/article_145547_74725cdd7ceefc38e2f1d65d173422a2.pdf

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