Convolutional long short-term memory neural network for groundwater change prediction

Convolutional long short-term memory neural network for groundwater change prediction

Forecasting groundwater changes is a crucial step towards effective water resource planning and sustainable management. Conventional models still demonstrated insufficient performance when aquifers have high spatio-temporal heterogeneity or inadequate availability of data in simulating groundwater b...

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Bibliographic Details
Main Authors: Sumriti Ranjan Patra, Hone-Jay Chu
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-11-01
Series:Frontiers in Water
Subjects:
CNN
groundwater forecasting
LSTM
image inpainting
CLSTM
Online Access:https://www.frontiersin.org/articles/10.3389/frwa.2024.1471258/full
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https://www.frontiersin.org/articles/10.3389/frwa.2024.1471258/full

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