most citedTropical Cyclone Track Forecasting using Fused Deep Learning from Aligned Reanalysis Data

123 citations · 123 across the 1 of their papers we have counts for

collaborators

2 papers

eess.IV2020

Tropical and Extratropical Cyclone Detection Using Deep Learning

Christina Kumler-Bonfanti, Jebb Stewart, David Hall +1

Extracting valuable information from large sets of diverse meteorological data is a time-intensive process. Machine learning methods can help improve both speed and accuracy of thi…

physics.ao-ph2019★ 123 cited

Tropical Cyclone Track Forecasting using Fused Deep Learning from Aligned Reanalysis Data

Sophie Giffard-Roisin, Mo Yang, Guillaume Charpiat +3

The forecast of tropical cyclone trajectories is crucial for the protection of people and property. Although forecast dynamical models can provide high-precision short-term forecas…