Predicting Tropical Cyclone Intensity Using a Convolutional Neural Network and 20 Years of IMERG Satellite Rainfall Data Article

You, Sunny, Zhu, Ping, Guzman, Oscar et al. (2025). Predicting Tropical Cyclone Intensity Using a Convolutional Neural Network and 20 Years of IMERG Satellite Rainfall Data . WEATHER AND FORECASTING, 40(11), 2317-2331. 10.1175/WAF-D-24-0196.1

cited authors

  • You, Sunny; Zhu, Ping; Guzman, Oscar; Jiang, Haiyan

authors

publication date

  • November 1, 2025

published in

keywords

  • CONVECTION
  • IMPROVEMENTS
  • MODEL
  • Machine learning
  • Meteorology & Atmospheric Sciences
  • NORTH-ATLANTIC
  • Physical Sciences
  • RAPID INTENSIFICATION
  • Remote sensing
  • SCHEME SHIPS
  • SIZE
  • Science & Technology
  • Tropical cyclones

Digital Object Identifier (DOI)

publisher

  • AMER METEOROLOGICAL SOC

start page

  • 2317

end page

  • 2331

volume

  • 40

issue

  • 11