title: Geographical analysis of the distribution and spread of human rabies in china from 2005 to 2011.
abstract: BACKGROUND
  Rabies is a significant public health problem in China in that it records the second highest case incidence globally. Surveillance data on canine rabies in China is lacking and human rabies notifications can be a useful indicator of areas where animal and human rabies control could be integrated. Previous spatial epidemiological studies lacked adequate spatial resolution to inform targeted rabies control decisions. We aimed to describe the spatiotemporal distribution of human rabies and model its geographical spread to provide an evidence base to inform future integrated rabies control strategies in China.
  
  
  METHODS
  We geo-referenced a total of 17,760 human rabies cases of China from 2005 to 2011. In our spatial analyses we used Gaussian kernel density analysis, average nearest neighbor distance, Spatial Temporal Density-Based Spatial Clustering of Applications with Noise and developed a model of rabies spatiotemporal spread.
  
  
  RESULTS
  Human rabies cases increased from 2005 to 2007 and decreased during 2008 to 2011 companying change of the spatial distribution. The ANN distance among human rabies cases increased between 2005 and 2011, and the degree of clustering of human rabies cases decreased during that period. A total 480 clusters were detected by ST-DBSCAN, 89.4% clusters initiated before 2007. Most of clusters were mainly found in South of China. The number and duration of cluster decreased significantly after 2008. Areas with the highest density of human rabies cases varied spatially each year and in some areas remained with high outbreak density for several years. Though few places have recovered from human rabies, most of affected places are still suffering from the disease.
  
  
  CONCLUSIONS
  Human rabies in mainland China is geographically clustered and its spatial extent changed during 2005 to 2011. The results provide a scientific basis for public health authorities in China to improve human rabies control and prevention program.
authors.affiliation: Scientific Data Center, Computer Network Information Center, Chinese Academy of Sciences, Beijing, China.
authors.forename: Danhuai
authors.initials: D
authors.lastname: Guo
authors.forename: Hang
authors.initials: H
authors.lastname: Zhou
authors.forename: Yan
authors.initials: Y
authors.lastname: Zou
authors.forename: Wenwu
authors.initials: W
authors.lastname: Yin
authors.forename: Hongjie
authors.initials: H
authors.lastname: Yu
authors.forename: Yali
authors.initials: Y
authors.lastname: Si
authors.forename: Jianhui
authors.initials: J
authors.lastname: Li
authors.forename: Yuanchun
authors.initials: Y
authors.lastname: Zhou
authors.forename: Xiaoyan
authors.initials: X
authors.lastname: Zhou
authors.forename: Ricardo J Soares
authors.initials: RJ
authors.lastname: Magalhães
mesh_terms: D002681:China / Q000453:epidemiology; D016000:Cluster Analysis; D005843:Geography; D006801:Humans; D011818:Rabies / Q000453:epidemiology* / Q000635:transmission