The cyclone_sst dataset consists of point process data on tropical
cyclone locations (latitude and longitude), together with information on
storm intensity, status, and timing.
cyclone_sstThe cyclone_sst data frame contains the following columns:
latitudeLatitude (degrees).
longitudeLongitude (degrees).
categorySaffir--Simpson hurricane wind scale category (1--5, with 5 the most severe); 0 indicates tropical storms or tropical depressions.
dateDate of the tropical cyclone event.
statusStorm classification (hurricane, tropical storm, or tropical depression).
de Carvalho, M., Ferrer, C. and Vallejos, R. (2026). A Kolmogorov--Arnold neural model for cascading extremes. Extremes, to appear.