Applicability Analysis of Machine Learning Model in Hydrological Forecasting in Karst Areas

Applicability Analysis of Machine Learning Model in Hydrological Forecasting in Karst Areas

For hydrological forecasting in karst areas,existing research mainly uses hydrological models based on physical mechanisms,while rare research focuses on machine learning models.To explore the applicability of machine learning models in karst areas, this paper utilizes the LSTM model and random fore...

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Bibliographic Details
Main Authors: ZHAO Zejin, SUN Wei, ZHOU Bin, ZHANG Xuan, WANG Gaoxu, WU Wei, LI Wenjie, YAO Ye
Format: Article
Language:zho
Published: Editorial Office of Pearl River 2024-01-01
Series:Renmin Zhujiang
Subjects:
karst area
flood forecasting
machine learning
modified Xin'anjiang model
Online Access:http://www.renminzhujiang.cn/thesisDetails#10.3969/j.issn.1001-9235.2024.03.007
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