Forecasting sea level rise using enhanced deep learning models

Forecasting sea level rise using enhanced deep learning models

Climate change has significantly impacted vulnerable communities globally, with rising temperatures caused by greenhouse gas emissions accelerating global Sea Level Rise (SLR), threatening coastal infrastructure and ecosystems. This study evaluates statistical and deep learning models, including the...

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Bibliographic Details
Main Authors: M. Sami Zitouni, Leena Elneel, Naseeb Assad Albakri, Mohammed Q. Alkhatib, Hussain Al-Ahmad
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-06-01
Series:Frontiers in Environmental Science
Subjects:
sea level rise
LSTM
ARIMA
attention networks
visualization
Online Access:https://www.frontiersin.org/articles/10.3389/fenvs.2025.1552834/full
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