Simulated sensitivity of tropical cyclone track to the moisture in an idealized monsoon gyre
Sign Up to like & getrecommendations! Published in 2017 at "Dynamics of Atmospheres and Oceans"
DOI: 10.1016/j.dynatmoce.2017.10.008
Abstract: Abstract In this study, the sensitivity of tropical cyclone (TC) track to the moisture condition in a nearby monsoon gyre (MG) is investigated. Numerical simulations reveal that TC track is highly sensitive to the spatial… read more here.
Keywords: track; monsoon gyre; cyclone track; tropical cyclone ... See more keywords
On the Prospects for Improved Tropical Cyclone Track Forecasts
Sign Up to like & getrecommendations! Published in 2020 at "Bulletin of the American Meteorological Society"
DOI: 10.1175/bams-d-19-0166.1
Abstract: The success story of numerical weather prediction is often illustrated with the dramatic decrease of errors in tropical cyclone track forecasts over the past decades. In a recent essay, Landsea and Cangialosi, however, note a… read more here.
Keywords: error; cyclone; cyclone track; track forecasts ... See more keywords
A Novel Deep Learning Approach for Tropical Cyclone Track Prediction Based on Auto-Encoder and Gated Recurrent Unit Networks
Sign Up to like & getrecommendations! Published in 2020 at "Applied Sciences"
DOI: 10.3390/app10113965
Abstract: Under global climate change, the frequency of typhoons and their strong wind, heavy rain, and storm surge increase, seriously threatening the life and property of human society. However, traditional tropical cyclone track prediction methods have… read more here.
Keywords: cyclone; cyclone track; track prediction; tropical cyclone ... See more keywords