An Ensemble Machine Learning Approach for Tropical Cyclone Localization and Tracking From ERA5 Reanalysis Data

Abstract Tropical Cyclones (TCs) are counted among the most destructive phenomena that can be found in nature. Every year, globally an average of 90 TCs occur over tropical waters, and global warming is making them stronger and more destructive. The accurate localization and tracking of such phenome...

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Bibliographic Details
Main Authors: Gabriele Accarino, Davide Donno, Francesco Immorlano, Donatello Elia, Giovanni Aloisio
Format: Article
Language:English
Published: American Geophysical Union (AGU) 2023-11-01
Series:Earth and Space Science
Subjects:
Online Access:https://doi.org/10.1029/2023EA003106