Estimating Tropical Cyclone Intensity in the South China Sea Using the XGBoost Model and FengYun Satellite Images

Estimating Tropical Cyclone Intensity in the South China Sea Using the XGBoost Model and FengYun Satellite Images

Conventional numerical methods have made significant advances in forecasting tropical cyclone (TC) tracks, using remote sensing data with high spatial and temporal resolutions. However, over the past two decades, no significant improvements have been made with regard to the accuracy of TC intensity...

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Bibliographic Details
Main Authors: Qingwen Jin, Xiangtao Fan, Jian Liu, Zhuxin Xue, Hongdeng Jian
Format: Article
Language:English
Published: MDPI AG 2020-04-01
Series:Atmosphere
Subjects:
satellite data
South China Sea
tropical cyclone intensity
XGBoost
Online Access:https://www.mdpi.com/2073-4433/11/4/423

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