Assessment and Prediction of Typhoon-Related Direct Economic Loss in Fujian Province Based on LightGBM

Assessment and Prediction of Typhoon-Related Direct Economic Loss in Fujian Province Based on LightGBM

Typhoons are among the most destructive natural disasters affecting China's coastal regions, often resulting in substantial economic loss and casualties. The annual average Direct Economic Loss (DEL) caused by typhoon disasters in China exceeds 60 billion yuan, accounting for 10%-30% of the DEL...

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Bibliographic Details
Main Authors: Zhang Zhixia, Yang Jian, Chen Sixiao, Lin Sen
Format: Article
Language:zho
Published: Editorial Committee of Tropical Geography 2025-04-01
Series:Redai dili
Subjects:
typhoon disaster
direct economic losses
machine learning
risk prediction
lightgbm
fujian province
china
Online Access:https://www.rddl.com.cn/CN/10.13284/j.cnki.rddl.20250080
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