Monthly streamflow forecasting for the Hunza River Basin using machine learning techniques

Monthly streamflow forecasting for the Hunza River Basin using machine learning techniques

Streamflow forecasting is crucial for planning, designing, and managing water resources. Accurate streamflow forecasting is essential in developing water resource systems that are both technically and economically efficient. This study tested several machine learning techniques to estimate monthly s...

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Bibliographic Details
Main Authors: Sunaid Khan, Mehran Khan, Afed Ullah Khan, Fayaz Ahmad Khan, Sohail Khan, Muhammad Fawad
Format: Article
Language:English
Published: IWA Publishing 2023-08-01
Series:Water Practice and Technology
Subjects:
adaptive boosting
forecasting
gradient boosting
knn
machine learning
random forest
streamflow
Online Access:http://wpt.iwaponline.com/content/18/8/1959

Internet

http://wpt.iwaponline.com/content/18/8/1959

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