Department of Biology, Colorado State University, Fort Collins, CO, USA.
Prev Vet Med. 2013 Nov 1;112(3-4):318-29. doi: 10.1016/j.prevetmed.2013.08.002. Epub 2013 Aug 16.
We present the first comprehensive description of how shipments of cattle connect the geographic extent and production diversity of the United States cattle industry. We built a network of cattle movement from a state-stratified 10% systematic sample of calendar year 2009 Interstate Certificates of Veterinary Inspection (ICVI) data. ICVIs are required to certify the apparent health of cattle moving across state borders and allow us to examine cattle movements at the county scale. The majority of the ICVI sample consisted of small shipments (<20 head) moved for feeding and beef production. Geographically, the central plains states had the most connections, correlated to feeding infrastructure. The entire nation was closely connected when interstate movements were summarized at the state level. At the county-level, the U.S. is still well connected geographically, but significant heterogeneities in the location and identity of counties central to the network emerge. Overall, the network of interstate movements is described by a hub structure, with a few counties sending or receiving extremely large numbers of shipments and many counties sending and receiving few shipments. The county-level network also has a very low proportion of reciprocal movements, indicating that high-order network properties may be better at describing a county's importance than simple summaries of the number of shipments or animals sent and received. We suggest that summarizing cattle movements at the state level homogenizes the network and a county level approach is most appropriate for examining processes influenced by cattle shipments, such as economic analyses and disease outbreaks.
我们首次全面描述了美国牛肉业的地理范围和生产多样性如何通过牛群运输来连接。我们根据 2009 年按州分层的 10%系统抽样的《州际牲畜检验证书》(ICVI)数据,构建了一个牛群运输网络。ICVI 用于证明牛群在跨越州界时的健康状况,并且使我们能够在县一级的规模上检查牛群的运输情况。ICVI 样本的大部分是用于喂养和牛肉生产的小批量(<20 头)运输。从地理上看,中部平原各州的联系最多,与喂养基础设施相关。当州际运输汇总到州一级时,整个国家的联系非常紧密。在县一级,美国在地理上仍然紧密相连,但在网络中心的县的位置和身份上存在显著的异质性。总的来说,州际运输网络的结构是由一个枢纽结构描述的,有几个县发送或接收的运输量非常大,而许多县发送和接收的运输量很少。县一级网络的互惠运输比例也非常低,这表明高阶网络属性可能比简单地汇总发送和接收的运输量或动物数量更能描述一个县的重要性。我们建议,在州一级汇总牛群运输可以使网络同质化,而采用县一级的方法更适合研究受牛群运输影响的过程,如经济分析和疾病爆发。