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用于预测非洲猪瘟在野猪种群中传播的栖息地适宜性制图与景观连通性分析:以意大利北部为例

Habitat suitability mapping and landscape connectivity analysis to predict African swine fever spread in wild boar populations: A focus on Northern Italy.

作者信息

Faustini Giulia, Soret Marie, Defossez Alexandre, Bosch Jaime, Conte Annamaria, Tran Annelise

机构信息

Department of Animal Medicine, Production and Health, University of Padova, Legnaro, Italy.

National Research Institute for Agriculture, Food and Environment (INRAE), Montpellier, France.

出版信息

PLoS One. 2025 Jan 30;20(1):e0317577. doi: 10.1371/journal.pone.0317577. eCollection 2025.

DOI:10.1371/journal.pone.0317577
PMID:39883672
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11781678/
Abstract

African swine fever (ASF) is a highly contagious disease affecting wild and domestic pigs, characterised by severe haemorrhagic symptoms and high mortality rates. Originally confined to Sub-Saharan Africa, ASF virus genotype II has spread to Europe since 2014, mainly affecting Eastern Europe, and progressing through wild boar migrations and human action. In January 2022, the first case of ASF, due to genotype II, was reported in North-western Italy, in a wild boar carcass. Thereafter, numerous positive wild boars were identified, indicating an expanding wild epidemic, severely threatening Italian pig farming and trade. This study focused on the mapping of the suitable habitats for wild boars and their potential dispersal corridors in Northern Italy, using species distribution models and landscape connectivity analysis. The resulting maps identified areas with higher likelihood of wild boar presence, highlighting their preferential pathways crossing Northern Italy. The distribution of ASF positive wild boars along the major corridors predicted by the model suggests the obtained maps as valuable support to decision-makers to improve ASF surveillance and carcass early detection, aiming for eradication. The applied framework can be easily replicated in other regions and countries.

摘要

非洲猪瘟(ASF)是一种影响野猪和家猪的高度传染性疾病,其特征为严重的出血症状和高死亡率。ASF病毒基因型II最初局限于撒哈拉以南非洲地区,自2014年起已传播至欧洲,主要影响东欧地区,并通过野猪迁徙和人类活动不断扩散。2022年1月,意大利西北部一只野猪尸体中报告了首例由基因型II引起的非洲猪瘟病例。此后,发现了大量呈阳性的野猪,表明疫情在野外不断蔓延,严重威胁意大利的养猪业和贸易。本研究利用物种分布模型和景观连通性分析,重点绘制了意大利北部野猪适宜栖息地及其潜在扩散走廊的地图。生成的地图确定了野猪出现可能性较高的区域,突出了它们穿越意大利北部的优先路径。模型预测的主要走廊沿线ASF阳性野猪的分布情况表明,所获得的地图可为决策者提供有价值的支持,以加强非洲猪瘟监测和尸体早期检测,目标是根除疫情。所应用的框架可在其他地区和国家轻松复制。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/358e/11781678/6c92568725f3/pone.0317577.g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/358e/11781678/519af799fcc1/pone.0317577.g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/358e/11781678/e149cb6f753a/pone.0317577.g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/358e/11781678/892f38f1bb8c/pone.0317577.g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/358e/11781678/6c92568725f3/pone.0317577.g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/358e/11781678/519af799fcc1/pone.0317577.g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/358e/11781678/e149cb6f753a/pone.0317577.g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/358e/11781678/892f38f1bb8c/pone.0317577.g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/358e/11781678/6c92568725f3/pone.0317577.g004.jpg

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Seasonal and Ecological Determinants of Wild Boar Rooting on Priority Protected Grasslands.野猪在优先保护草地的季节性和生态决定因素
Environ Manage. 2024 Aug;74(2):268-281. doi: 10.1007/s00267-024-01952-y. Epub 2024 Mar 14.
3
Landscape connectivity for predicting the spread of ASF in the European wild boar population.
景观连通性预测欧洲野猪种群中 ASF 的传播。
Sci Rep. 2024 Feb 10;14(1):3414. doi: 10.1038/s41598-024-53869-5.
4
The Long-Jumping of African Swine Fever: First Genotype II Notified in Sardinia, Italy.意大利撒丁岛首例 II 型基因非洲猪瘟疫情。
Viruses. 2023 Dec 23;16(1):32. doi: 10.3390/v16010032.
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African Swine Fever: The State of the Art in Italy.非洲猪瘟:意大利的最新情况
Animals (Basel). 2023 Sep 22;13(19):2998. doi: 10.3390/ani13192998.
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Estimating the Directional Spread of Epidemics in Their Early Stages Using a Simple Regression Approach: A Study on African Swine Fever in Northern Italy.使用简单回归方法估计疫情早期的传播方向:意大利北部非洲猪瘟研究
Pathogens. 2023 Jun 7;12(6):812. doi: 10.3390/pathogens12060812.
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