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Published on: February 25, 2013
An integrated approach to analyze equitable access to food stores under disasters from human mobility patterns
Zhiyuan Wei1, Sayanti Mukherjee1
1Department of Industrial and Systems Engineering, University at Buffalo, Buffalo, New York, USA.
This study reveals how human mobility patterns impact food store access, especially during natural disasters. Incorporating movement data offers a more accurate measure of food accessibility for vulnerable populations.
Area of Science:
- Environmental Health
- Urban Planning
- Disaster Management
Background:
- Limited food store access correlates with health risks and reduced community resilience.
- Socially vulnerable groups face persistent disparities in equitable food access.
- The impact of natural disasters on food store access remains under-researched, with traditional methods often failing to capture actual access.
Purpose of the Study:
- To incorporate human mobility patterns into assessing actual food store accessibility.
- To propose and validate a novel accessibility measurement method, the enhanced two-step floating catchment area method with travel preferences (E2SFCA-TP).
- To analyze changes in food store access during a natural disaster (Winter Storm Uri) using mobile phone data.
Main Methods:
- Leveraged large-scale mobile phone data to capture human mobility patterns.
- Developed and applied the enhanced two-step floating catchment area method with travel preferences (E2SFCA-TP).
- Analyzed spatial and temporal access to grocery and convenience stores in Harris County, Texas, during Winter Storm Uri.
Main Results:
- Human mobility patterns provide a more realistic reflection of actual food store access.
- The E2SFCA-TP method demonstrated superior capability in capturing mobility variations compared to the traditional E2SFCA model.
- Winter Storm Uri significantly impacted food store accessibility, with variations influenced by mobility.
Conclusions:
- Integrating human mobility data is crucial for accurately measuring food store accessibility.
- The E2SFCA-TP method offers a valuable tool for assessing access, particularly in disaster scenarios.
- Findings can inform resource allocation to improve food security in underserved areas during and after disasters.
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