Application of Bayesian geostatistical modeling for the assessment of risk for child mortality during the 2008 earthquake in Wenchuan, People's Republic of China
文献类型:SCI/SSCI论文
作者 | Liang J. |
发表日期 | 2012 |
关键词 | under-five mortality risk factors Bayesian geostatistical model earthquake geographical information systems People's Republic of China injuries |
英文摘要 | A Bayesian geostatistical model was used to identify factors related to topographical variation in the analysis of mortality risk for children less than 5 years of age in the 2008 Wenchuan earthquake in the People's Republic of China. Epidemiological data from a standardized survey were available from 115 locations across the study area. Physical and demographic factors measured directly at the township level were examined with respect to risk. The geostatistical model explicitly accounted for spatial correlation present in child mortality by fitting a Gaussian linear model to the data. Results identified the role of several factors in explaining geographical heterogeneity in child mortality and show that it was significantly correlated with earthquake intensity, population density, migrant labour, and the percentage of collapsed houses. |
出处 | Geospatial Health |
卷 | 6 |
期 | 2 |
页 | 247-255 |
收录类别 | SCI |
语种 | 英语 |
ISSN号 | 1827-1987 |
源URL | [http://ir.igsnrr.ac.cn/handle/311030/26905] ![]() |
专题 | 地理科学与资源研究所_历年回溯文献 |
推荐引用方式 GB/T 7714 | Liang J.. Application of Bayesian geostatistical modeling for the assessment of risk for child mortality during the 2008 earthquake in Wenchuan, People's Republic of China. 2012. |
入库方式: OAI收割
来源:地理科学与资源研究所
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