Machine learning algorithms for streamflow forecasting of Lower Godavari Basin

Machine learning algorithms for streamflow forecasting of Lower Godavari Basin

The present study applies three Machine Learning Algorithms, namely, Bi-directional Long Short-Term Memory (Bi-LSTM), Wavelet Neural Network (WNN), and eXtreme Gradient Boosting (XGBoost), to assess their suitability for streamflow projections of the Lower Godavari Basin. Historical data of 39 years...

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Bibliographic Details
Main Authors: Rishith Kumar Vogeti, Bhavesh Rahul Mishra, K. Srinivasa Raju
Format: Article
Language:English
Published: IWA Publishing 2022-12-01
Series:H2Open Journal
Subjects:
bi-lstm
hyperparameter tuning
ssp
streamflow
wnn
xgboost
Online Access:http://h2oj.iwaponline.com/content/5/4/670

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