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Spatiotemporal Distribution of U5MR and Their Relationship with Geographic and Socioeconomic Factors in China
Li, Zeng1; Fu, Jingying2,3; Jiang, Dong2,3; Lin, Gang2; Dong, Donglin1; Yan, Xiaoxi2,3
2017-11-01
Source PublicationINTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH
ISSN1660-4601
Volume14Issue:11Pages:12
Corresponding AuthorJiang, Dong(jiangd@igsnrr.ac.cn) ; Lin, Gang(ling@lreis.ac.cn)
AbstractEpidemiological studies conducted around the world have reported that the under-five mortality rate (U5MR) is closely associated with income and educational attainment. However, geographic elements should also remain a major concern in further improving child health issues, since they often play an important role in the survival environment. This study was undertaken to investigate the relationship between the U5MR, geographic, and socioeconomic factors, and to explore the associated spatial variance of the relationship in China using the geographically weighted regression (GWR) model. The results indicate that the space pattern of a high U5MR had been narrowed notably during the period from 2001 to 2010. Nighttime lights (NL) and the digital elevation model (DEM) both have obvious influences on the U5MR, with the NL having a negative impact and DEM having a positive impact. Additionally, the relationship between the NL and DEM varied over space in China. Moreover, the relevance between U5MR and DEM was narrowed in 2010 compared to 2001, which indicates that the development of economic and medical standards can overcome geographical limits.
KeywordU5MR nighttime lights digital elevation model GWR
DOI10.3390/ijerph14111428
WOS KeywordSUSTAINABLE DEVELOPMENT GOALS ; WEIGHTED REGRESSION ; SYSTEMATIC ANALYSIS ; UNDER-5 MORTALITY ; SATELLITE IMAGERY ; INFANT-MORTALITY ; CHILD-MORTALITY ; MODEL ; CONSUMPTION ; PATTERNS
Indexed BySCI
Language英语
Funding ProjectMinistry of Science and Technology of China[2016YFC1201300] ; Ministry of Science and Technology of China[2017YFC1200500]
Funding OrganizationMinistry of Science and Technology of China
WOS Research AreaEnvironmental Sciences & Ecology ; Public, Environmental & Occupational Health
WOS SubjectEnvironmental Sciences ; Public, Environmental & Occupational Health
WOS IDWOS:000416545200144
PublisherMDPI AG
Citation statistics
Cited Times:1[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.igsnrr.ac.cn/handle/311030/56821
Collection中国科学院地理科学与资源研究所
Corresponding AuthorJiang, Dong; Lin, Gang
Affiliation1.China Univ Min & Technol Beijing, Coll Geosci & Surveying Engn, Ding 11 Xueyuan Rd, Beijing 100083, Peoples R China
2.Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, 11A Datun Rd, Beijing 100101, Peoples R China
3.Univ Chinese Acad Sci, Coll Resource & Environm, 19A Yuquan Rd, Beijing 100049, Peoples R China
Recommended Citation
GB/T 7714
Li, Zeng,Fu, Jingying,Jiang, Dong,et al. Spatiotemporal Distribution of U5MR and Their Relationship with Geographic and Socioeconomic Factors in China[J]. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH,2017,14(11):12.
APA Li, Zeng,Fu, Jingying,Jiang, Dong,Lin, Gang,Dong, Donglin,&Yan, Xiaoxi.(2017).Spatiotemporal Distribution of U5MR and Their Relationship with Geographic and Socioeconomic Factors in China.INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH,14(11),12.
MLA Li, Zeng,et al."Spatiotemporal Distribution of U5MR and Their Relationship with Geographic and Socioeconomic Factors in China".INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 14.11(2017):12.
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