Boosting algorithms for projecting streamflow in the Lower Godavari Basin for different climate change scenarios

Boosting algorithms for projecting streamflow in the Lower Godavari Basin for different climate change scenarios

The present study investigates the ability of five boosting algorithms, namely Adaptive Boosting (AdaBoost), Categorical Boosting (CatBoost), Light Gradient Boosting (LGBoost), Natural Gradient Boosting (NGBoost), and eXtreme Gradient Boosting (XGBoost) for simulating streamflow in the Lower Godavar...

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Bibliographic Details
Main Authors: Bhavesh Rahul Mishra, Rishith Kumar Vogeti, Rahul Jauhari, K. Srinivasa Raju, D. Nagesh Kumar
Format: Article
Language:English
Published: IWA Publishing 2024-02-01
Series:Water Science and Technology
Subjects:
boosting
kge
lower godavari basin
ssp
streamflow
Online Access:http://wst.iwaponline.com/content/89/3/613

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