A data-driven stochastic differential equation for tropical cyclone intensification is inferred from IBTrACS and ERA5 data, producing synthetic storms whose statistics and nonlinear dynamics match observations and a leading physics-based model.
From decades to years: Rising seas and cyclones amplify Bangladesh’s storm-tide hazards in a warming climate
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Learning a Stochastic Differential Equation Model of Tropical Cyclone Intensification from Reanalysis and Observational Data
A data-driven stochastic differential equation for tropical cyclone intensification is inferred from IBTrACS and ERA5 data, producing synthetic storms whose statistics and nonlinear dynamics match observations and a leading physics-based model.