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
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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 |
DOI | 10.1080/19475705.2023.2213809 |
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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