Monthly streamflow forecasting by machine learning methods using dynamic weather prediction model outputs over Iran
Author:
Publisher
Elsevier BV
Subject
Water Science and Technology
Reference76 articles.
1. Streamflow forecasting by modeling the rainfall–streamflow relationship using artificial neural networks;Ali;Modeling Earth Syst. Environ.,2020
2. Evaluation of TIGGE Ensemble Forecasts of Precipitation in Distinct Climate Regions in Iran;Aminyavari;Adv. Atmos. Sci.,2018
3. Streamflow Prediction of Karuvannur River Basin Using ANFIS, ANN and MNLR Models;Anusree;Procedia Technol.,2016
4. Artificial intelligence modelling integrated with Singular Spectral analysis and Seasonal-Trend decomposition using Loess approaches for streamflow predictions;Apaydin;J. Hydrol.,2021
5. Shahab Araghinejad. (2014). Water Science and Technology Library ShahabbAraghinejad Data-Driven Modeling: Using MATLAB® in Water Resources and Environmental Engineering. http://www.springer.com/series/6689.
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