A wavelet-SARIMA-ANN hybrid model for precipitation forecasting

A wavelet-SARIMA-ANN hybrid model for precipitation forecasting

Given its importance in water resources management, particularly in terms of minimizing flood or drought hazards, precipitation forecasting has seen a wide variety of approaches tested. As monthly precipitation time series have nonlinear features and multiple time scales, wavelet, seasonal auto regr...

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Bibliographic Details
Main Authors: Shafaei Maryam, Adamowski Jan, Fakheri-Fard Ahmad, Dinpashoh Yagob, Adamowski Kazimierz
Format: Article
Language:English
Published: Sciendo 2016-03-01
Series:Journal of Water and Land Development
Subjects:
artificial neural network (ANN)
precipitation forecasting
seasonal auto regressive integrated moving average (SARIMA)
water resources management
wavelet
Online Access:http://www.degruyter.com/view/j/jwld.2016.28.issue-1/jwld-2016-0003/jwld-2016-0003.xml?format=INT

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http://www.degruyter.com/view/j/jwld.2016.28.issue-1/jwld-2016-0003/jwld-2016-0003.xml?format=INT

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