Prediction of groundwater level under the influence of groundwater exploitation using a data-driven method with the combination of time series analysis and long short-term memory: a case study of a coastal aquifer in Rizhao City, Northern China

The excessive exploitation of groundwater not only destroys the dynamic balance between coastal aquifer and seawater but also causes a series of geological and environmental problems. Groundwater level prediction provides an efficient way to solve these intractable ecological problems. Although seve...

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發表在:	Frontiers in Environmental Science
Main Authors:	Benli Guo, Shouchuan Zhang, Kai Liu, Peng Yang, Honglian Xing, Qiyuan Feng, Wei Zhu, Yaoyao Zhang, Wuhui Jia
格式:	Article
語言:	英语
出版:	Frontiers Media S.A. 2023-11-01
主題:	long short term memory neural network coastal groundwater levels groundwater regime groundwater withdrawal machine learning
在線閱讀:	https://www.frontiersin.org/articles/10.3389/fenvs.2023.1253949/full