A Data Augmentation-Based Evaluation System for Regional Direct Economic Losses of Storm Surge Disasters

A Data Augmentation-Based Evaluation System for Regional Direct Economic Losses of Storm Surge Disasters

The accurate prediction of storm surge disasters’ direct economic losses plays a positive role in providing critical support for disaster prevention decision-making and management. Previous researches on storm surge disaster loss assessment did not pay much attention to the overfitting phenomenon ca...

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Bibliographic Details
Main Authors: Hai Sun, Jin Wang, Wentao Ye
Format: Article
Language:English
Published: MDPI AG 2021-03-01
Series:International Journal of Environmental Research and Public Health
Subjects:
economic losses
storm surge
XGBoost
data augmentation
KNN-GN
Online Access:https://www.mdpi.com/1660-4601/18/6/2918

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