Design and Implementation of a Deep Learning Model and Stochastic Model for the Forecasting of the Monthly Lake Water Level

Design and Implementation of a Deep Learning Model and Stochastic Model for the Forecasting of the Monthly Lake Water Level

Freshwater is becoming increasingly vulnerable to pollution due to both climate change and an escalation in water consumption. The management of water resource systems relies heavily on accurately predicting fluctuations in lake water levels. In this study, an artificial neural network (ANN), a deep...

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Bibliographic Details
Main Authors: Waleed Ahmed Hassen Al-Nuaami, Lamiaa Abdul-jabbar Dawod, B. M. Golam Kibria, Shahryar Ghorbani
Format: Article
Language:English
Published: MDPI AG 2024-07-01
Series:Limnological Review
Subjects:
deep learning
lake water level
forecasting
time series
machine learning
statistical model
Online Access:https://www.mdpi.com/2300-7575/24/3/13
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