考虑空间分层异质性的中国手足口病复杂时空风险贝叶斯建模研究

41701448
2017
D0114.地理信息学
宋超
青年科学基金项目
副研究员
西南石油大学
26万元
手足口病整体与局域时空风险;时空自相关;空间分层异质性;复杂时空回归模型;层次贝叶斯模型
2018-01-01到2020-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 Spatiotemporally Varying Coefficients (STVC) model: a Bayesian local regression to detect spatial and temporal nonstationarity in variables relationships. 期刊论文 Chao Song;Xun shi;Jiefeng Wang
2 Risk Assessment and Mapping of Hand, Foot, and Mouth Disease at the County Level in Mainland China Using Spatiotemporal Zero-Inflated Bayesian Hierarchical Models 期刊论文 Song Chao;He Yaqian;Bo Yanchen;Wang Jinfeng;Ren Zhoupeng;Yang Huibin
3 Local-scale landslide susceptibility mapping using the B-GeoSVC model 期刊论文 Yang Yang;Yang Jintao;Xu Chengdong;Xu Chong;Song Chao
4 Exploring spatiotemporal nonstationary effects of climate factors on hand, foot, and mouth disease using Bayesian Spatiotemporally Varying Coefficients (STVC) model in Sichuan, China 期刊论文 Song Chao;Shi Xun;Bo Yanchen;Wang Jinfeng;Wang Yong;Huang Dacang
5 Spatial and Temporal Impacts of Socioeconomic and Environmental Factors on Healthcare Resources: A County-Level Bayesian Local Spatiotemporal Regression Modeling Study of Hospital Beds in Southwest China 期刊论文 Song Chao;Wang Yaode;Yang Xiu;Yang Yili;Tang Zhangying;Wang Xiuli;Pan Jay
6 Spatiotemporal Assessment of PM2.5-Related Economic Losses from Health Impacts during 2014-2016 in China 期刊论文 Yang Yang;Luo Liwen;Song Chao;Yin Hao;Yang Jintao
7 Estimating missing values in China's official socioeconomic statistics using progressive spatiotemporal Bayesian hierarchical modeling 期刊论文 Song Chao;Yang Xiu;Shi Xun;Bo Yanchen;Wang Jinfeng
8 New method for landslide susceptibility mapping supported by spatial logistic regression and GeoDetector: A case study of Duwen Highway Basin, Sichuan Province, China 期刊论文 Yang Jintao;Song Chao;Yang Yang;Xu Chengdong;Guo Fei;Xie Lei
9 Disease relative risk downscaling model to localize spatial epidemiologic indicators for mapping hand, foot, and mouth disease over China 期刊论文 Song Chao;He Yaqian;Bo Yanchen;Wang Jinfeng;Ren Zhoupeng;Guo Jiangang;Yang Huibin
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