Enhancing Pan evaporation predictions: Accuracy and uncertainty in hybrid machine learning models

Enhancing Pan evaporation predictions: Accuracy and uncertainty in hybrid machine learning models

Pan Evaporation (Ep) plays a pivotal role in water resource management, particularly in arid and semi-arid regions. This study assesses the predictive performance of a comprehensive range of advanced machine learning (ML) and deep learning (DL) algorithms for Ep prediction using readily available en...

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Bibliographic Details
Main Authors: Khabat Khosravi, Aitazaz A. Farooque, Amir Naghibi, Salim Heddam, Ahmad Sharafati, Javad Hatamiafkoueieh, Soroush Abolfathi
Format: Article
Language:English
Published: Elsevier 2025-03-01
Series:Ecological Informatics
Subjects:
Evaporation
Machine learning
Deep learning
BA-Kstar
Uncertainty analysis
Kermanshah
Online Access:http://www.sciencedirect.com/science/article/pii/S1574954124004758
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