安大略省电子票据提交分析

Engluy Khov, R. McKay, Manisha A. Kulkarni
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摘要

目的:Ixodes scapularis 又称东部黑腿蜱,在北美与病媒传播的莱姆病有关。随着气候变化,气温变暖增加了适合蜱虫生存的地区数量,并导致加拿大蜱虫物种的扩展。本项目旨在通过分析基于网络的蜱虫监测平台 eTick.ca 中 2019 年至 2022 年的数据,确定安大略省蜱虫分布范围扩大和物种多样性的最新趋势。 方法:eTick.ca 网络平台允许公众提交蜱虫照片进行鉴定。我们从 2019 年年中至 2022 年安大略省提交的蜱虫数据中提取了包括物种类型、宿主类型、旅行史和地点等信息。我们使用 Microsoft Excel 生成了按物种、月份/年份和寄主类型分列的安大略省蜱虫提交分布表和分布图。使用地理信息系统 (ArcGIS) 和 SaTScan 软件确定蜱虫感染的空间集群,并使用安大略省人口普查分区对人口规模进行调整。 结果:2020 年至 2022 年期间,共记录了 14,611 张蜱虫照片,其中不包括近期旅行过的蜱虫。2021 年的提交数量最多(n=7339)。在 2020 年至 2022 年期间提交的照片中,皮蜱种类占大多数(n=9498,65%),其次是恙螨(n=4810,33%)和其他种类(n=303,2%)。蜱虫最常在人类宿主身上发现(n=10084),其次是动物宿主(n=3485)和环境中的游离蜱(n=1042)。此外,发现的大多数物种处于成虫阶段(n=12,821,88%),其次是未知阶段(n=1539,10%)和未成熟阶段(n=251,2%)。在安大略省东部、中部和南部地区发现了I. scapularis集群,而在安大略省南部和中部地区发现了Dermacentor sp.集群。 结论自安大略省实施 eTick 以来的 3.5 年间,安大略省蜱虫报告的时空变化得到了确认。来自 eTick 的数据可用于确定人类接触蜱虫的热点地区。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Analysis of eTick Submission in Ontario
Purpose: Ixodes scapularis, also known as the eastern blacklegged tick, is associated with the vector-borne Lyme disease in North America. With climate change, warming temperatures have increased the number of areas suitable for ticks, and contributed to the expansion of tick species in Canada. The purpose of this project was to identify recent trends in tick range expansion and species diversity in Ontario by analyzing 2019 to 2022 data from the web-based tick surveillance platform, eTick.ca. Method: The eTick.ca web platform allows the public to submit tick photos for identification. We extracted data from the tick submissions for Ontario between mid-2019 to 2022 including information on the type of species, host types, travel history, and location. Microsoft Excel was used to generate distribution tables and graphs of tick submissions by species, month/year and host type for Ontario. Geographic Information Systems (ArcGIS) and SaTScan software were used to identify spatial clusters of tick submissions adjusting for the human population size using Ontario census subdivisions. Result: A total of 14,611 tick photo submissions were recorded between 2020 to 2022, excluding those with a history of recent travel. The year 2021 had the highest number of submissions (n=7339). Dermacentor species comprised the majority of submissions (n=9498, 65%), followed by I. scapularis (n=4810, 33%) and other species (n=303, 2%) between 2020-2022. Ticks were most commonly discovered on a human host (n=10,084), followed by animal hosts (n=3485), and free in environments (n=1042). Additionally, the majority of species were found in the adult stage (n=12,821, 88%), followed by unknown (n=1539, 10%) and immature stages (n=251, 2%). Clusters of I. scapularis were present in the Eastern, Central, and Southern Ontario regions, while clusters of Dermacentor sp. were present in Southern and Central Ontario regions. Conclusion: Spatial and temporal variations in tick submissions in Ontario were identified over the 3.5 year period since the implementation of eTick in the province. Data from eTick can be used to identify hotspots of human-tick exposure.
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