Invasion Science & Wildlife Ecology Lab, University of Adelaide, Adelaide, SA, 5005, Australia.
School of Mathematical Sciences, University of Adelaide, Adelaide, SA, 5005, Australia.
Conserv Biol. 2021 Aug;35(4):1130-1139. doi: 10.1111/cobi.13675. Epub 2021 Mar 8.
The unrivaled growth in e-commerce of animals and plants presents an unprecedented opportunity to monitor wildlife trade to inform conservation, biosecurity, and law enforcement. Using the internet to quantify the scale of the wildlife trade (volume and frequency) is a relatively recent and rapidly developing approach that lacks an accessible framework for locating relevant websites and collecting data. We produced an accessible guide for internet-based wildlife trade surveillance. We detailed a repeatable method involving a systematic internet search, with search engines, to locate relevant websites and content. For data collection, we highlight web-scraping technology as an efficient way to collect data in an automated fashion at regularly timed intervals. Our guide is applicable to the multitude of trade-based contexts because researchers can tailor search keywords for specific taxa or derived products and locations of interest. We provide information for working with the diversity of websites used in wildlife trade. For example, to locate relevant content on social media (e.g., posts or groups), each social media platform should be examined individually via the site's internal search engine. A key advantage of using the internet to study wildlife trade is the relative ease of access to an increasing amount of trade-related data. However, not all wildlife trade occurs online and it may occur on unobservable sections of the internet.
动植物电子商务的空前增长为监测野生动物贸易提供了一个前所未有的机会,有助于保护、生物安全和执法。利用互联网来量化野生动物贸易的规模(数量和频率)是一种相对较新且快速发展的方法,但缺乏一个可访问的框架来定位相关网站和收集数据。我们为基于互联网的野生动物贸易监测制作了一个易于访问的指南。我们详细介绍了一种可重复的方法,包括系统的互联网搜索,使用搜索引擎来定位相关网站和内容。对于数据收集,我们强调网络爬虫技术是一种高效的自动化方式,可以在定期的时间间隔内自动收集数据。我们的指南适用于多种基于贸易的情况,因为研究人员可以根据特定的分类单元或衍生产品以及感兴趣的地点来调整搜索关键词。我们提供了有关处理野生动物贸易中使用的各种网站的信息。例如,要在社交媒体上(例如,帖子或群组)定位相关内容,应通过每个社交媒体平台的内部搜索引擎单独检查该平台。利用互联网研究野生动物贸易的一个主要优势是相对容易访问不断增加的与贸易相关的数据。但是,并非所有野生动物贸易都在网上进行,而且可能发生在互联网上不可观察的部分。