中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
Spatial accessibility analysis and location optimization of emergency shelters in Deyang

文献类型:期刊论文

作者Zhang, Zuopei; Hu, Yunfeng; Lu, Wei; Cao, Wei; Gao, Xing
刊名GEOMATICS NATURAL HAZARDS & RISK
出版日期2023-12-31
卷号14期号:1页码:2213809
关键词Spatial accessibility Gaussian two-step floating catchment area method K-means clustering particle swarm optimization algorithm location optimization
ISSN号1947-5713
DOI10.1080/19475705.2023.2213809
产权排序1
文献子类Article
英文摘要The selection and planning of the location of emergency shelters have a crucial impact on the safety of residents and cities. In this paper, based on multivariate open geographic data, the Gaussian two-step floating catchment area method, K-means clustering, and particle swarm optimization algorithm methods are utilized to carry out a spatial accessibility analysis and location optimization of emergency shelters in Deyang City, Sichuan Province, China. The study shows that: (1) Deyang City's emergency shelters are higher than the government's relevant standard requirements in terms of major indicators such as single building area, total area and per capita shelter area. (2) The spatial distribution of emergency shelters in the study area is uneven and unreasonable, with accessibility from the urban center outwards, exhibiting a high-low distribution pattern. (3) The study suggests that 10 new emergency shelters can reduce the number of accessible blind areas by 43.31%. The study recommends that the assessment and construction of emergency shelter facilities in rural areas in China and globally should be emphasized. Reliable recommendations for improvement of emergency shelter planning in Deyang city are provided in the study results.
学科主题Geology ; Meteorology & Atmospheric Sciences ; Water Resources
WOS关键词HEALTH-CARE ; YUNNAN PROVINCE ; AREA ; GIS ; SERVICES ; ACCESS ; MODEL
WOS研究方向Geology ; Meteorology & Atmospheric Sciences ; Water Resources
出版者TAYLOR & FRANCIS LTD
源URL[http://ir.igsnrr.ac.cn/handle/311030/193748]  
专题资源与环境信息系统国家重点实验室_外文论文
作者单位1.Chinese Academy of Sciences
2.Institute of Geographic Sciences & Natural Resources Research, CAS
3.University of Chinese Academy of Sciences, CAS
推荐引用方式
GB/T 7714
Zhang, Zuopei,Hu, Yunfeng,Lu, Wei,et al. Spatial accessibility analysis and location optimization of emergency shelters in Deyang[J]. GEOMATICS NATURAL HAZARDS & RISK,2023,14(1):2213809.
APA Zhang, Zuopei,Hu, Yunfeng,Lu, Wei,Cao, Wei,&Gao, Xing.(2023).Spatial accessibility analysis and location optimization of emergency shelters in Deyang.GEOMATICS NATURAL HAZARDS & RISK,14(1),2213809.
MLA Zhang, Zuopei,et al."Spatial accessibility analysis and location optimization of emergency shelters in Deyang".GEOMATICS NATURAL HAZARDS & RISK 14.1(2023):2213809.

入库方式: OAI收割

来源:地理科学与资源研究所

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