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Explainable Deep Learning Methods for Medium- and Long-term Storm Surge Forecast

delete2026-06-30
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PRE
AI
C
Changyu Su
B
Bishnupriya Sahoo
M
Miaohua Mao *
M
Meng Xia
DOI:10.1016/j.ocemod.2026.102789delete
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Abstract

Abstract

En 中文
• Deep Learning models successfully forecast medium- and long-term storm surges. • Explainable methods used in dynamics of storm surge at various forecast windows. • Typhoon forcing and latitude are important for accurately predicting storm surges.

Journal

Ocean Modelling cover
Ocean Modelling
IF:
2.9
Papers:
2.1K
Citations:
5.4K

Organization

U
University of Maryland Eastern Shore
Scholars:
19
Papers: 15
Citations: 0
C
chinese academy of sciences
Scholars:
54.9W
Papers: 44.5W
Citations: 703
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