Optimization of emergency logistics for urban flooding with consideration of rainfall effects

Abstract Urban flooding frequently causes significant damage to infrastructure and facilities, leading to critical supply shortages in affected regions. Ensuring rapid and efficient distribution of relief supplies remains a key challenge during disaster response operations. This study proposes a two...

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Bibliographic Details
Main Authors: Peiwen Zhang, Chenxing Zhang, Pan Zhang, Xuxian Yan, Huawei Yang
Format: Article
Language:English
Published: Nature Portfolio 2025-08-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-09986-w
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