绘制加拿大安大略省管理蜜蜂(Apis Mellifera)群落的种群密度图:2018

IF 0.7 4区 农林科学 Q4 ENTOMOLOGY
K. Sobkowich, Olaf Berke, T. Bernardo, D. Pearl, Paulina Kozak
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引用次数: 3

摘要

摘要宿主种群密度作为传染病传播的危险因素是宿主-寄生虫生态学和流行病学疾病建模中的一个既定概念。“风险人群”值是流行病学分析中估计绝对风险的必要分母。然而,加拿大安大略省已发表的文献中缺少当地的殖民地密度值,该省的粗略密度测量没有考虑安大略省南部殖民地的高度异质性集中。利用地统计学克里格方法,从区域汇总的养蜂登记数据中绘制出连续的群体密度图。这项研究强调了殖民地人口密度在宏观尺度上的潜在影响,并以安大略省为例说明了在给定地区进行连续密度估计的可用方法。对整个种群的连续菌落密度值的估计和绘制为未来的工作提供了数据来源,以进一步调查菌落密度和疾病的潜在关联,并有助于为检查和监测工作提供信息。还开发了一个交互式区域群落密度图,作为知识动员工具,以增加养蜂社区成员获得这些发现的机会。这项研究的结果是推进管理蜜蜂流行病学研究的重要实际步骤,可能有助于进一步制定改善蜜蜂健康的策略。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Mapping the Population Density of Managed Honey Bee (Apis Mellifera) Colonies in Ontario, Canada: 2018
Abstract Host population density as a risk factor for infectious disease transmission is an established concept in both host-parasite ecology and epidemiological disease modeling. A ‘population-at-risk’ value is a necessary denominator in epidemiological analyses to estimate absolute risk. However, local colony density values have been missing from published literature for Ontario, Canada, and crude density measures for the province do not consider the highly heterogeneous concentration of colonies in Southern Ontario. With geostatistical kriging methods, a continuous colony density map was developed from regionally aggregated apiary registration data. This study highlights the potential implications of colony population density on a macro scale and illustrates methodologies available to produce continuous density estimates over a given region with Ontario as an example. The estimation and mapping of continuous colony density values across the population provides future work with a source of data to further investigate potential associations of colony density and disease and helps to inform inspection and surveillance efforts. An interactive regional colony density map was also developed as a knowledge mobilization tool to increase the accessibility of these findings to members of the beekeeping community. The results of this study are an important practical step in advancing epidemiological research on managed honey bees and may lead to further development of strategies to improve the health of honey bees.
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来源期刊
CiteScore
1.70
自引率
0.00%
发文量
9
审稿时长
>12 weeks
期刊介绍: The Journal of Apicultural Science is a scientific, English-language journal that publishes both original research articles and review papers covering all aspects of the life of bees (superfamily Apoidea) and broadly defined apiculture. The main subject areas include: -bee biology- bee genetics- bee breeding- pathology and toxicology- pollination and bee botany- bee products- management, technologies, and economy- solitary bees and bumblebees
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