Q&A: How AI might become the future of hurricane flood forecasting
Artificial intelligence is becoming an asset in hurricane forecasting.
A storm surge is an abnormal, transient rise in coastal water level driven primarily by storm-induced atmospheric pressure deficits and wind stress on the ocean surface, superimposed on the astronomical tide. It is characterized by the setup of water against the coastline and over continental shelves, with magnitude controlled by storm intensity, size, translation speed, track, coastal geometry, bathymetry, and background sea level. In research, storm surge is quantified using hydrodynamic models solving shallow-water or primitive equations, coupled with wave and tide models, to estimate surge height, inundation extent, and associated hydrodynamic forces for risk assessment and coastal engineering design.
Artificial intelligence is becoming an asset in hurricane forecasting.
Environment
May 29, 2025
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A research team led by Prof. Mao Miaohua at the Yantai Institute of Coastal Zone Research of the Chinese Academy of Sciences, has developed a method for predicting storm surges. This innovative approach enhances the quality ...
Earth Sciences
Apr 22, 2025
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Driving through almost any coastal town, you'll notice staples of being at the beach: ice-cream stands, seafood shacks, bridges leading to the shore. But what if they all washed away?
Earth Sciences
Apr 15, 2025
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Tropical cyclones are hurricanes that brew over the tropical ocean and can travel over land, inundating coastal regions. The most extreme cyclones can generate devastating storm tides—seawater that is heightened by the tides ...
Earth Sciences
Apr 11, 2025
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Rising sea levels, stronger storms and increased erosion are making life on the coast riskier and more unpredictable. For potential buyers or renters, particularly in the wake of another winter of storms and flooding, questions ...
Environment
Apr 7, 2025
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When waves come crashing over the sea wall in Chile's biggest port of San Antonio, dockers run for cover.
Environment
Mar 26, 2025
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Successful test results of a new machine learning (ML) technique developed at Georgia Tech could help communities prepare for extreme weather and coastal flooding. The approach could also be applied to other models that predict ...
Earth Sciences
Mar 19, 2025
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As climate change continues to drive global sea level rise, many people living in coastal areas are already seeing the effects. Coastal erosion is accelerating and shifting coastlines inland, and storm surges are getting ...
Earth Sciences
Mar 12, 2025
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For many people, the most visible impact of Cyclone Alfred was the damage big waves and storm surge did to their local beaches.
Environment
Mar 11, 2025
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