Tiwari Shraddha, Dhakal Thakur, Kim Tae-Su, Lee Do-Hun, Jang Gab-Sue, Oh Yeonsu
Department of Veterinary Pathology, College of Veterinary Medicine and Institute of Veterinary Science, Kangwon National University, Chuncheon 24341, Korea.
Department of Life Science, Yeungnam University, Daegu 38541, Korea.
Vet Sci. 2022 Nov 1;9(11):606. doi: 10.3390/vetsci9110606.
Climate change is an inevitable and urgent issue in the current world. African swine fever virus (ASFV) is a re-emerging viral animal disease. This study investigates the quantitative association between climate change and the potential spread of ASFV to a global extent. ASFV in wild boar outbreak locations recorded from 1 January 2019 to 29 July 2022 were sampled and investigated using the ecological distribution tool, the Maxent model, with WorldClim bioclimatic data as the predictor variables. The future impacts of climate change on ASFV distribution based on the model were scoped with Representative Concentration Pathways (RCP 2.6, 4.5, 6.0, and 8.5) scenarios of Coupled Model Intercomparison Project 5 (CMIP5) bioclimatic data for 2050 and 2070. The results show that precipitation of the driest month (Bio14) was the highest contributor, and annual mean temperature (Bio1) was obtained as the highest permutation importance variable on the spread of ASFV. Based on the analyzed scenarios, we found that the future climate is favourable for ASFV disease; only quantitative ratios are different and directly associated with climate change. The current study could be a reference material for wildlife health management, climate change issues, and World Health Organization sustainability goal 13: climate action.
气候变化是当前世界一个不可避免且紧迫的问题。非洲猪瘟病毒(ASFV)是一种再度出现的病毒性动物疾病。本研究在全球范围内调查气候变化与ASFV潜在传播之间的定量关联。对2019年1月1日至2022年7月29日记录的野猪疫情爆发地点的ASFV进行采样,并使用生态分布工具Maxent模型进行调查,将世界气候生物气候数据作为预测变量。基于耦合模式比较计划第5阶段(CMIP5)2050年和2070年生物气候数据的代表性浓度路径(RCP 2.6、4.5、6.0和8.5)情景,对气候变化对ASFV分布的未来影响进行了评估。结果表明,最干燥月份的降水量(Bio14)是最大贡献因素,年平均温度(Bio1)是ASFV传播的最高排列重要性变量。基于分析的情景,我们发现未来气候有利于ASFV疾病;只是数量比例不同且与气候变化直接相关。本研究可为野生动物健康管理、气候变化问题以及世界卫生组织可持续发展目标13:气候行动提供参考资料。