Machine learning in tropical cyclone forecast modeling: A review
Tropical cyclones have always been a concern of meteorologists, and there are many
studies regarding the axisymmetric structures, dynamic mechanisms, and forecasting …
studies regarding the axisymmetric structures, dynamic mechanisms, and forecasting …
Compound hydrometeorological extremes: Drivers, mechanisms and methods
Compound extremes pose immense challenges and hazards to communities, and this is
particularly true for compound hydrometeorological extremes associated with deadly floods …
particularly true for compound hydrometeorological extremes associated with deadly floods …
Tropical cyclone compound flood hazard assessment: From investigating drivers to quantifying extreme water levels
Compound flooding, characterized by the co‐occurrence of multiple flood mechanisms, is a
major threat to coastlines across the globe. Tropical cyclones (TCs) are responsible for …
major threat to coastlines across the globe. Tropical cyclones (TCs) are responsible for …
[HTML][HTML] Surface pressure a more skillful predictor of normalized hurricane damage than maximum sustained wind
Atkinson, GD, and CR Holliday, 1977: Tropical cyclone minimum sea level
pressure/maximum sustained wind relationship for the western North Pacific. Mon. Wea …
pressure/maximum sustained wind relationship for the western North Pacific. Mon. Wea …
[HTML][HTML] Evaluation of a physics-based tropical cyclone rainfall model for risk assessment
Bacmeister, JT, KA Reed, C. Hannay, P. Lawrence, S. Bates, JE Truesdale, N. Rosenbloom,
and M. Levy, 2018: Projected changes in tropical cyclone activity under future warming …
and M. Levy, 2018: Projected changes in tropical cyclone activity under future warming …
[HTML][HTML] A simple model for predicting the tropical cyclone radius of maximum wind from outer size
The radius of maximum wind (R max) in a tropical cyclone governs the footprint of hazards,
including damaging wind, surge, and rainfall. However, R max is an inconstant quantity that …
including damaging wind, surge, and rainfall. However, R max is an inconstant quantity that …
Deep learning for downscaling tropical cyclone rainfall to hazard‐relevant spatial scales
E Vosper, P Watson, L Harris, A McRae… - Journal of …, 2023 - Wiley Online Library
Flooding, driven in part by intense rainfall, is the leading cause of mortality and damages
from the most intense tropical cyclones (TCs). With rainfall from TCs set to increase under …
from the most intense tropical cyclones (TCs). With rainfall from TCs set to increase under …
Characterization of rainfall distribution and flooding associated with US landfalling tropical cyclones: Analyses of Hurricanes Frances, Ivan, and Jeanne (2004)
G Villarini, JA Smith, ML Baeck… - Journal of …, 2011 - Wiley Online Library
Rainfall and flooding associated with landfalling tropical cyclones are examined through
empirical analyses of three hurricanes (Frances, Ivan, and Jeanne) that affected large …
empirical analyses of three hurricanes (Frances, Ivan, and Jeanne) that affected large …
[HTML][HTML] On the relationship between intensity and rainfall distribution in tropical cyclones making landfall over China
Z Yu, Y Wang, H Xu, N Davidson… - Journal of Applied …, 2017 - journals.ametsoc.org
On the Relationship between Intensity and Rainfall Distribution in Tropical Cyclones Making
Landfall over China in: Journal of Applied Meteorology and Climatology Volume 56 Issue 10 …
Landfall over China in: Journal of Applied Meteorology and Climatology Volume 56 Issue 10 …
Surrogate modeling of joint flood risk across coastal watersheds
This study discusses the development and performance of a rapid prediction system
capable of representing the joint rainfall-runoff and storm surge flood response of tropical …
capable of representing the joint rainfall-runoff and storm surge flood response of tropical …