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 …
necessary to inform assessments used to design the systems that protect coastal …
Hindcast and validation of Hurricane Ike (2008) waves, forerunner, and storm surge
ME Hope, JJ Westerink, AB Kennedy… - Journal of …, 2013 - Wiley Online Library
Hurricane Ike (2008) made landfall near Galveston, Texas, as a moderate intensity storm. Its
large wind field in conjunction with the Louisiana‐Texas coastline's broad shelf and large …
large wind field in conjunction with the Louisiana‐Texas coastline's broad shelf and large …
Global modeling of tropical cyclone storm surges using high-resolution forecasts
We assess the suitability of ECMWF Integrated Forecasting System (IFS) data for the global
modeling of tropical cyclone (TC) storm surges. We extract meteorological forcing from the …
modeling of tropical cyclone (TC) storm surges. We extract meteorological forcing from the …
Surrogate modeling for peak or time-dependent storm surge prediction over an extended coastal region using an existing database of synthetic storms
This paper investigates the development of a kriging surrogate model for storm surge
prediction utilizing an existing database of high-fidelity, synthetic storms. This surrogate …
prediction utilizing an existing database of high-fidelity, synthetic storms. This surrogate …
A time-dependent surrogate model for storm surge prediction based on an artificial neural network using high-fidelity synthetic hurricane modeling
SW Kim, JA Melby, NC Nadal-Caraballo, J Ratcliff - Natural Hazards, 2015 - Springer
Expedient prediction of storm surge is required for emergency managers to make critical
decisions for evacuation, structure closure, and other emergency responses. However, time …
decisions for evacuation, structure closure, and other emergency responses. However, time …
Evaluation of parametric wind models for more accurate modeling of storm surge: A case study of Hurricane Michael
Storm surge induced by hurricane is a major threat to the Gulf Coasts of the United States. A
numerical modeling study was conducted to simulate the storm surge during Hurricane …
numerical modeling study was conducted to simulate the storm surge during Hurricane …
Towards comprehensive observing and modeling systems for monitoring and predicting regional to coastal sea level
A major challenge for managing impacts and implementing effective mitigation measures
and adaptation strategies for coastal zones affected by future sea level (SL) rise is our …
and adaptation strategies for coastal zones affected by future sea level (SL) rise is our …
Efficient tropical cyclone scenario selection based on cumulative likelihood of potential impacts
The incidence of climate‐related disasters is on the rise, which makes it imperative to
intensify anticipatory action. Tropical cyclones (TC) bring extreme precipitation and storm …
intensify anticipatory action. Tropical cyclones (TC) bring extreme precipitation and storm …
Spatial variability of long-term trends of significant wave heights in the Black Sea
This study aims to estimate the spatial variability of the long-term trends of Significant Wave
Height (SWH) in the Black Sea. A spectral wave model was used to hindcast 38 years of …
Height (SWH) in the Black Sea. A spectral wave model was used to hindcast 38 years of …
US IOOS coastal and ocean modeling testbed: Inter‐model evaluation of tides, waves, and hurricane surge in the Gulf of Mexico
A Gulf of Mexico performance evaluation and comparison of coastal circulation and wave
models was executed through harmonic analyses of tidal simulations, hindcasts of …
models was executed through harmonic analyses of tidal simulations, hindcasts of …