A Hybrid Water Balance Machine Learning Model to Estimate Inter-Annual Rainfall-Runoff

A Hybrid Water Balance Machine Learning Model to Estimate Inter-Annual Rainfall-Runoff

Watershed climatic diversity poses a hard problem when it comes to finding suitable models to estimate inter-annual rainfall runoff (IARR). In this work, a hybrid model (dubbed MR-CART) is proposed, based on a combination of MR (multiple regression) and CART (classification and regression tree) mach...

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Bibliographic Details
Main Authors: Amir Aieb, Antonio Liotta, Ismahen Kadri, Khodir Madani
Format: Article
Language:English
Published: MDPI AG 2022-04-01
Series:Sensors
Subjects:
rainfall runoff
watershed
climate floor
modeling
water balance models
machine learning
Online Access:https://www.mdpi.com/1424-8220/22/9/3241

Internet

https://www.mdpi.com/1424-8220/22/9/3241

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