[HTML][HTML] Machine learning-based assessment of storm surge in the New York metropolitan area
M Ayyad, MR Hajj, R Marsooli - Scientific Reports, 2022 - nature.com
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 …
flood hazard to the New York metropolitan area and its assessment requires a large number …
Using neural networks to predict hurricane storm surge and to assess the sensitivity of surge to storm characteristics
Hurricane storm surge represents a significant threat to coastal communities around the
world. Here, we use artificial neural network (ANN) models to predict storm surge levels …
world. Here, we use artificial neural network (ANN) models to predict storm surge levels …
Artificial intelligence for hurricane storm surge hazard assessment
M Ayyad, MR Hajj, R Marsooli - Ocean Engineering, 2022 - Elsevier
Risk-informed coastal management requires assessment of extreme flood hazards from a
large number of storm scenarios. To account for impact of climate change based on potential …
large number of storm scenarios. To account for impact of climate change based on potential …
[HTML][HTML] Ensemble forecast for storm tide and resurgence from Tropical Cyclone Isaias
Ensemble-based probabilistic forecasting of storm surge is increasingly being used to
provide metrics for emergency management decisions such as the near-worst case …
provide metrics for emergency management decisions such as the near-worst case …
Global sensitivity and uncertainty analysis of a coastal morphodynamic model using Polynomial Chaos Expansions
Predicting coastal erosion requires an accurate morphodynamic model. XBeach has been
widely adopted to simulate storm-induced coastal erosion. Because of the large number of …
widely adopted to simulate storm-induced coastal erosion. Because of the large number of …
[HTML][HTML] Efficient probabilistic prediction and uncertainty quantification of tropical cyclone–driven storm tides and inundation
WJ Pringle, Z Burnett, K Sargsyan… - … Intelligence for the …, 2023 - journals.ametsoc.org
This study proposes and assesses a methodology to obtain high-quality probabilistic
predictions and uncertainty information of near-landfall tropical cyclone–driven (TC-driven) …
predictions and uncertainty information of near-landfall tropical cyclone–driven (TC-driven) …
Exploring the sensitivity of probabilistic surge estimates to forecast errors
Statistical predictions of storm surge are critical for guiding evacuation and emergency
response/preparedness decisions during landfalling storms. The probabilistic characteristics …
response/preparedness decisions during landfalling storms. The probabilistic characteristics …
Variability in surge levels in communities adjacent to the Houston Ship Channel industrial Corridor to changes in Hurricane characteristics
S Han, JM Kaihatu - Coastal Engineering Journal, 2024 - Taylor & Francis
The sensitivity of hurricane-driven storm surge in the Houston Ship Channel Industrial
Corridor to variations in storm characteristics is studied. Hurricane surge from Hurricane Ike …
Corridor to variations in storm characteristics is studied. Hurricane surge from Hurricane Ike …