Evidence map›Paper›PMID 41771955›Full record

ArticleScientific reports2026

Integrated site selection framework for origin-based cold storage using GIS-MCDM and improved Harris Hawks optimization.

Yujie Li, Fengyu Li, Xinting Yang, Xianyong Meng, Jiawei Han

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Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Yujie LiInformation Technology Research Center, Beijing Academy of Agriculture and Forestry Sciences, Beijing, 100097, China.
Fengyu LiSchool of Information Science and Engineering, Shandong Agricultural University, Tai'an, 271018, China.
Xinting YangInformation Technology Research Center, Beijing Academy of Agriculture and Forestry Sciences, Beijing, 100097, China.
Xianyong MengSchool of Information Science and Engineering, Shandong Agricultural University, Tai'an, 271018, China.
Jiawei HanInformation Technology Research Center, Beijing Academy of Agriculture and Forestry Sciences, Beijing, 100097, China. hanjw@nercita.org.cn.

Funding

Key Research and Development Program of Ningxia 2024BEG02031National Engineering Laboratory for Agri-product Quality Traceability, Beijing Academy of Agricultural and Forestry Sciences, china PT2025-24National Key Research and Development Program of China 2023YFD2001302-03Science and Technology Innovation Plan Of Shanghai Science and Technology Commission KJCX20251003
6 · The paper itself

Abstract

A well-planned layout for origin-based cold storage is crucial for minimizing post-harvest losses, reducing costs, improving logistics efficiency, and mitigating environmental impacts. To address gaps in existing research on multi-technology coordination and trade-offs among siting objectives, this paper proposes an integrated multi-method framework that combines Geographic Information Systems (GIS), multi-criteria decision making (MCDM), and an improved Harris Hawks Optimization (IHHO) algorithm for facility siting optimization. We develop an evaluation system that incorporates logistics infrastructure, natural conditions, and agricultural development and use a GIS-MCDM model with spatial constraints to delineate highly suitable areas. K-medoids spatial clustering and an economies-of-scale cost model are then used, with IHHO determining the optimal number, locations, and capacities of facilities. A case study in Helan County, China, indicated that highly suitable zones are concentrated in the south, accounting for approximately 1.25% of the study area; nine candidate regions were identified, and six optimal sites were selected. Scenario analysis revealed that higher fixed construction costs favor larger facilities, while growing demand supports centralized, high-capacity cold stores rather than dispersed, smaller ones. Overall, the proposed framework provides a systematic tool for scientific planning and suitability assessment of on-farm cold-chain infrastructure, with the potential to enhance logistics efficiency, reduce postharvest losses, and promote sustainable agricultural development.

Indexed as

Geographic information systemMulti-criteria decision-makingOptimization modelOrigin-based cold storageSite selection decision

Identifiers

PMID41771955
PMCPMC13057266

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