A machine learning approach for predicting hurricane evacuee destination location using smartphone location data

A machine learning approach for predicting hurricane evacuee destination location using smartphone location data

Abstract Evacuation destination choice modeling is an integral aspect of evacuation planning. Outputs from such models are required to estimate the clearance times on which evacuation orders are based. The number of evacuees arriving at each destination also informs allocation of resources and shelt...

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Bibliographic Details
Main Authors: Prosper K. Anyidoho, Xinglong Ju, Rachel A. Davidson, Linda K. Nozick
Format: Article
Language:English
Published: Springer 2023-09-01
Series:Computational Urban Science
Subjects:
Hurricane evacuation
Destination choice
Machine learning
Smartphone data
Gravity model
Online Access:https://doi.org/10.1007/s43762-023-00102-0

Internet

https://doi.org/10.1007/s43762-023-00102-0

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