A wind-conditioned non-parametric semi-Markov track generator produces a 10,000-year global synthetic tropical cyclone catalog fitted to IBTrACS best-track data that reproduces observed track densities and wind-hit probabilities.
Approach to cross-basin comparison The six basins are observed for different lengths of time, ranging from 53 yr (SI) to 175 yr (NA)
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
A 10,000-Year Global Stochastic Tropical Cyclone Catalog with Wind-Dependent Track Transitions (WHITS)
A wind-conditioned non-parametric semi-Markov track generator produces a 10,000-year global synthetic tropical cyclone catalog fitted to IBTrACS best-track data that reproduces observed track densities and wind-hit probabilities.