College of Veterinary Medicine, Qingdao Agriculture University, Qingdao, PR China; Murdoch University, 90 South Street, Murdoch, WA 6150, Australia.
Murdoch University, 90 South Street, Murdoch, WA 6150, Australia.
Prev Vet Med. 2023 Apr;213:105884. doi: 10.1016/j.prevetmed.2023.105884. Epub 2023 Feb 21.
African Swine Fever (ASF) has spread rapidly across different continents since 2007 and caused huge biosecurity threats and economic losses. Establishing an effective risk assessment model is of great importance for ASF prevention, especially for those ASF-free countries such as Australia. With a vast territory and an economy heavily relying on primary industry, Australia faces a threat from the spread of ASF. Although ordinary quarantine measures have been well-performed throughout Australia, there is still a need to develop an effective risk assessment model to understand the spread of ASF due to the strong transmission ability of ASF. In this paper, via a comprehensive literature review, and analyzing the transmission factors of ASF, we provide a fuzzy model to assess the epidemic risk of Australian states and territories, under the assumption that ASF has entered Australia. As demonstrated in this work, although the pandemic risk of ASF in Australia is relatively low, there is a risk of irregular and scattered outbreaks, with Victoria (VIC) and New South Wales (NSW) - Australia Capital Territory (NSW-ACT) showed the highest risk. The reliability of this model was also systematically tested by a conjoint analysis model. To our knowledge, this is the first study to comprehensively analyze the ASF epidemic risk in a country using fuzzy modeling. This work can provide an understanding of the risk ASF transmission within Australia based on the fuzzy modeling, the same methodology can also provide insights and useful information for the establishment of fuzzy models to perform the ASF risk assessment for other countries.
非洲猪瘟(ASF)自 2007 年以来在各大洲迅速传播,对生物安全构成了巨大威胁,并造成了巨大的经济损失。建立有效的风险评估模型对于 ASF 的预防非常重要,特别是对于澳大利亚等没有 ASF 的国家。澳大利亚地域广阔,经济严重依赖初级产业,面临着 ASF 传播的威胁。尽管澳大利亚各地的普通检疫措施执行得很好,但仍有必要开发一种有效的风险评估模型,以了解 ASF 的传播情况,因为 ASF 的传播能力很强。在本文中,通过全面的文献回顾,并分析 ASF 的传播因素,我们提供了一个模糊模型来评估澳大利亚各州和地区的疫情风险,假设 ASF 已经进入澳大利亚。正如这项工作所表明的那样,尽管 ASF 在澳大利亚的大流行风险相对较低,但仍存在不规则和分散爆发的风险,维多利亚州(VIC)和新南威尔士州(NSW)-澳大利亚首都领地(NSW-ACT)的风险最高。该模型的可靠性也通过联合分析模型进行了系统测试。据我们所知,这是首次使用模糊建模全面分析一个国家 ASF 疫情风险的研究。这项工作可以基于模糊建模了解 ASF 在澳大利亚境内的传播风险,同样的方法也可以为建立模糊模型提供见解和有用的信息,以对其他国家进行 ASF 风险评估。