Forecasting Groundwater Table in a Flood Prone Coastal City with Long Short-term Memory and Recurrent Neural Networks

Forecasting Groundwater Table in a Flood Prone Coastal City with Long Short-term Memory and Recurrent Neural Networks

Many coastal cities are facing frequent flooding from storm events that are made worse by sea level rise and climate change. The groundwater table level in these low relief coastal cities is an important, but often overlooked, factor in the recurrent flooding these locations face. Infiltration of st...

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Bibliographic Details
Main Authors: Benjamin D. Bowes, Jeffrey M. Sadler, Mohamed M. Morsy, Madhur Behl, Jonathan L. Goodall
Format: Article
Language:English
Published: MDPI AG 2019-05-01
Series:Water
Subjects:
groundwater table
forecast
recurrent neural network
long short-term memory
coastal flooding
Online Access:https://www.mdpi.com/2073-4441/11/5/1098

Internet

https://www.mdpi.com/2073-4441/11/5/1098

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