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Scale effects on spatially embedded contact networks

机译:对空间嵌入式联系网络的规模效应

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摘要

Spatial phenomena are subject to scale effects, but there are rarely studiesaddressing such effects on spatially embedded contact networks. There are twotypes of structure in these networks, network structure and spatial structure.The network structure has been actively studied. The spatial structure of thesenetworks has received attention only in recent years. Certainly little is knownwhether the two structures respond to each other. This study examines the scaleeffects, in terms of spatial extent, on the network structure and the spatialstructure of spatially embedded contact networks. Two issues are explored, howthe two types of structures change in response to scale changes, and the rangeof the scale effects. Two sets of areal units, regular grids with 24 differentlevels of spatial extent and census units of three levels of spatial extent,are used to divide one observed and two reference random networks into multiplescales. Six metrics are used to represent the two structures. Results showdifferent scale effects. In terms of the network structure, the properties ofthe observed network are sensitive to scale changes at fine scales. Incomparison, the clustered spatial structure of the network is scaleindependent. The behaviors of the network structure are affected by the spatialstructure. This information helps identify vulnerable households andcommunities to health risks and helps deploy intervention strategies tospatially targeted areas.
机译:空间现象会受到尺度效应的影响,但是很少有研究针对这种对空间嵌入的接触网络的影响。这些网络有两种类型的结构,即网络结构和空间结构。这些网络的空间结构直到最近才受到关注。当然,对于这两个结构是否相互响应知之甚少。这项研究从空间范围的角度考察了网络结构和空间嵌入式接触网络的空间结构的规模效应。探讨了两个问题,两种类型的结构如何响应尺度变化而变化,以及尺度效应的范围。两组面积单位,分别是具有24个不同级别的空间范围的规则网格和三个级别的空间范围的人口普查单位,用于将一个观察到的随机网络和两个参考随机网络划分为多个等级。六个度量用于表示这两种结构。结果显示出不同的规模效应。就网络结构而言,所观察网络的属性对精细尺度的尺度变化敏感。相比之下,网络的群集空间结构与比例无关。网络结构的行为受空间结构的影响。这些信息可帮助识别易患健康风险的脆弱家庭和社区,并有助于将干预策略部署到空间目标区域。

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    Gao, Peng; Bian, Ling;

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  • 年度 2017
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