Community-Based Emergency Supply Allocation Under Delayed External Relief: Balancing Cost, Deprivation, Equity, and Emissions

When external relief is delayed, communities must meet local needs and share limited stocks before outside supplies arrive. This study addresses the Community-Based Emergency Supply Allocation Problem under Delayed External Relief (CBESA-DER). We develop a deterministic, multi-period, multi-commodity mixed-integer linear program linking community sharing and external replenishment through inventory and backlog balances under accessibility and capacity constraints. The model balances logistics cost, a vulnerability-weighted backlog penalty, minimum-service equity, and transport emissions. Constructed scenarios based on 88 Houston Super Neighborhoods and an 84-community Nepal benchmark illustrate these trade-offs. Gurobi reaches the target 1% optimality tolerance for Houston; Nepal retains a 4.406% gap. Preference experiments show that prioritizing cost or emissions can reduce service, while backlog reduction and minimum-service equity can favor different allocations. Longer isolation reduces service with fixed initial stocks under the assumed supply schedule. A separate stock-sizing model imposes an illustrative 80% cumulative criticality-weighted service target in every community during every isolation period. In the three-period Nepal scenario, a feasible plan meets this target with approximately 59.6% more initial stock than the baseline under proportional stocking and expanded storage. These models support joint assessment of community sharing, replenishment timing, and preparedness stocks.

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Publication Details

Journal
Sustainability
Published
2026-10-27
DOI
https://doi.org/10.3390/su182110899
Primary Topic
Facility Location and Emergency Management
Type
article
Field-Weighted Citation Impact
0.00

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article

Community-Based Emergency Supply Allocation Under Delayed External Relief: Balancing Cost, Deprivation, Equity, and Emissions

Changxi Ma, Yiting Sun, Jieqing Xiao, Qiao Pan et al.
2 links
Sustainability
Facility Location and Emergency Management
article

Community-Based Emergency Supply Allocation Under Delayed External Relief: Balancing Cost, Deprivation, Equity, and Emissions

Changxi Ma, Yiting Sun, Jieqing Xiao, Qiao Pan, Yige Zhang
article en

Abstract

When external relief is delayed, communities must meet local needs and share limited stocks before outside supplies arrive. This study addresses the Community-Based Emergency Supply Allocation Problem under Delayed External Relief (CBESA-DER). We develop a deterministic, multi-period, multi-commodity mixed-integer linear program linking community sharing and external replenishment through inventory and backlog balances under accessibility and capacity constraints. The model balances logistics cost, a vulnerability-weighted backlog penalty, minimum-service equity, and transport emissions. Constructed scenarios based on 88 Houston Super Neighborhoods and an 84-community Nepal benchmark illustrate these trade-offs. Gurobi reaches the target 1% optimality tolerance for Houston; Nepal retains a 4.406% gap. Preference experiments show that prioritizing cost or emissions can reduce service, while backlog reduction and minimum-service equity can favor different allocations. Longer isolation reduces service with fixed initial stocks under the assumed supply schedule. A separate stock-sizing model imposes an illustrative 80% cumulative criticality-weighted service target in every community during every isolation period. In the three-period Nepal scenario, a feasible plan meets this target with approximately 59.6% more initial stock than the baseline under proportional stocking and expanded storage. These models support joint assessment of community sharing, replenishment timing, and preparedness stocks.

SustainabilityVol. 18(21)
University College Dublin (IE), Tianjin University (CN), Lanzhou Jiaotong University (CN)
National Natural Science Foundation of China, Gansu Education Department, Youth Science Foundation of Lanzhou Jiaotong University
Sustainable cities and communities
Openalex Percentile: Top 6%
Facility Location and Emergency Management
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