The paper focuses on the evaluation of hailstorms’ and thunderstorms winds’ events in the United States of America, in the period from 1996 to 2022, under the marked spatio-temporal self-exciting point processes point of view. The aim of the present article is the assessment and description of the spatio-temporal spontaneous and reproducing activity of severe hailstorms’ and thunderstorms winds’ processes. The present application shows how the spatio-temporal pattern is well-fitted and clearly explainable, according to the flexible semi-parametric ETAS model fitting.
Giada Lo Galbo, Marcello Chiodi (2024). Severe convective storms’ reproduction: empirical analysis from the marked self-exciting point processes point of view. ENVIRONMENTAL AND ECOLOGICAL STATISTICS, 31, 409-431 [10.1007/s10651-023-00593-4].
Severe convective storms’ reproduction: empirical analysis from the marked self-exciting point processes point of view
Giada Lo Galbo
Primo
;Marcello ChiodiSecondo
2024-02-10
Abstract
The paper focuses on the evaluation of hailstorms’ and thunderstorms winds’ events in the United States of America, in the period from 1996 to 2022, under the marked spatio-temporal self-exciting point processes point of view. The aim of the present article is the assessment and description of the spatio-temporal spontaneous and reproducing activity of severe hailstorms’ and thunderstorms winds’ processes. The present application shows how the spatio-temporal pattern is well-fitted and clearly explainable, according to the flexible semi-parametric ETAS model fitting.
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