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Storm surge variability and prediction from ENSO and tropical cyclones
Storm surges are among the deadliest natural hazards, but understanding and prediction of year-to-year variability of storm surges is challenging. Here, we demonstrate that the interannual variability of observed storm surge levels can be explained and ...
Yicheng Tan +4 more
doaj +2 more sources
Machine learning-based assessment of storm surge in the New York metropolitan area. [PDF]
Storm surge generated from low-probability high-consequence tropical cyclones is a major flood hazard to the New York metropolitan area and its assessment requires a large number of storm scenarios.
Ayyad M, Hajj MR, Marsooli R.
europepmc +2 more sources
Storm surge and ponding explain mangrove dieback in southwest Florida following Hurricane Irma. [PDF]
Mangroves buffer inland ecosystems from hurricane winds and storm surge. However, their ability to withstand harsh cyclone conditions depends on plant resilience traits and geomorphology.
Lagomasino D +9 more
europepmc +2 more sources
A database of global storm surge reconstructions. [PDF]
Storm surges are among the deadliest coastal hazards and understanding how they have been affected by climate change and variability in the past is crucial to prepare for the future.
Tadesse MG, Wahl T.
europepmc +2 more sources
A Review of Application of Machine Learning in Storm Surge Problems
The rise of machine learning (ML) has significantly advanced the field of coastal oceanography. This review aims to examine the existing deficiencies in numerical predictions of storm surges and the effort that has been made to improve the predictive ...
Yue Qin +4 more
semanticscholar +1 more source
A framework for flexible peak storm surge prediction [PDF]
Storm surge is a major natural hazard in coastal regions, responsible both for significant property damage and loss of life. Accurate, efficient models of storm surge are needed both to assess long-term risk and to guide emergency management decisions ...
Benjamin Pachev +4 more
semanticscholar +1 more source
North Atlantic Tropical Cyclone Size and Storm Surge Reconstructions From 1950‐Present
Tropical cyclones (TCs) are one of the greatest threats to coastal communities along the US Atlantic and Gulf coasts due to their extreme wind, rainfall and storm surge.
A. Gori, N. Lin, B. Schenkel, D. Chavas
semanticscholar +1 more source
Storm surge in the Bay of Bengal and Arabian Sea : The problem and its prediction
India and its neighbourhood is threatened by the possibility of storm surge floods whenever a tropical cyclone approaches. Storm surge disasters cause heavy loss of life and property, damage to the coastal structures and agriculture which lead to annual ...
S. Dube +4 more
semanticscholar +1 more source
Rapid prediction of peak storm surge from tropical cyclone track time series using machine learning
Rapid and accurate prediction of peak storm surges across an extensive coastal region is necessary to inform assessments used to design the systems that protect coastal communities’ life and property.
Jun‐Whan Lee +3 more
semanticscholar +1 more source
. It is vital to robustly estimate the risks posed by extreme sea levels, especially in tropical regions where cyclones can generate large storm surges and observations are too limited in time and space to deliver reliable analyses.
Melissa Wood +10 more
semanticscholar +1 more source

