Runoff prediction using hydro-meteorological variables and a new hybrid ANFIS-GPR model

Runoff prediction using hydro-meteorological variables and a new hybrid ANFIS-GPR model

Precise and credible runoff forecasting is extraordinarily vital for various activities of water resources deployment and implementation. The neoteric contribution of the current article is to develop a hybrid model (ANFIS-GPR) based on adaptive neuro-fuzzy inference system (ANFIS) and Gaussian proc...

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Bibliographic Details
Main Authors: Zhennan Liu, Jingnan Zhou, Xianzhong Zeng, Xiaoyu Wang, Weiguo Jiao, Min Xu, Anjie Wu
Format: Article
Language:English
Published: IWA Publishing 2023-05-01
Series:Journal of Water and Climate Change
Subjects:
adaptive neuro-fuzzy inference system
correlation analysis
gaussian regression process
principal component analysis
runoff prediction
Online Access:http://jwcc.iwaponline.com/content/14/5/1515

Internet

http://jwcc.iwaponline.com/content/14/5/1515

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