Comparative analysis of deep learning and machine learning models for one-day-ahead streamflow forecasting in the Krishna River basin

Comparative analysis of deep learning and machine learning models for one-day-ahead streamflow forecasting in the Krishna River basin

Study region: Karad, Keesara, Sarati and T.Ramapuram catchments located in the Krishna River basin, India Study focus: This study focused on 1-day ahead streamflow forecasting in four distinct catchments using a wide array of Deep Learning (DL) and Machine Learning (ML) models. A comprehensive evalu...

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Bibliographic Details
Main Authors: Sukhsehaj Kaur, Sagar Rohidas Chavan
Format: Article
Language:English
Published: Elsevier 2025-08-01
Series:Journal of Hydrology: Regional Studies
Subjects:
Streamflow forecasting
Deep Learning
Machine Learning
Krishna River Basin
Online Access:http://www.sciencedirect.com/science/article/pii/S221458182500374X
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