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Temporal and Spatial Evolution of the African Swine Fever Epidemic in Vietnam
African swine fever (ASF) is a severe infectious disease affecting domestic and wild suids. Spatiotemporal dynamics analysis of the ASF is crucial to understanding its transmission. The ASF broke out in Vietnam in February 2019. The research on the spatiotemporal evolution characteristics of ASF in...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9265385/ https://www.ncbi.nlm.nih.gov/pubmed/35805660 http://dx.doi.org/10.3390/ijerph19138001 |
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author | Shao, Qihui Li, Rendong Han, Yifei Han, Dongfeng Qiu, Juan |
author_facet | Shao, Qihui Li, Rendong Han, Yifei Han, Dongfeng Qiu, Juan |
author_sort | Shao, Qihui |
collection | PubMed |
description | African swine fever (ASF) is a severe infectious disease affecting domestic and wild suids. Spatiotemporal dynamics analysis of the ASF is crucial to understanding its transmission. The ASF broke out in Vietnam in February 2019. The research on the spatiotemporal evolution characteristics of ASF in Vietnam is lacking. Spatiotemporal statistical methods, including direction analysis, spatial autocorrelation analysis, and spatiotemporal scan statistics were used to reveal the dynamics of the spatial diffusion direction and spatiotemporal aggregation characteristics of ASF in Vietnam. According to the cessation of the epidemic, it was divided into three phases: February to August 2019 (phase 1), April to December 2020 (phase 2), and January 2021 to March 2022 (phase 3). The ASF showed a significant spread trend from north to south in phase 1. The occurrence rate of the ASF aggregated spatially in phase 1 and became random in phases 2 and 3. The high−high ASF clusters (the province was a high cluster and both it and its neighbors had a high ASF occurrence rate) were concentrated in the north in phases 1 and 2. Four spatiotemporal high-risk ASF clusters were identified with a mean radius of 121.88 km. In general, there were significant concentrated outbreak areas and directional spread in the early stage and small-scale, high-frequency, and randomly scattered outbreaks in the later stage. The findings could contribute to a deeper understanding of the spatiotemporal spread of the ASF in Vietnam. |
format | Online Article Text |
id | pubmed-9265385 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-92653852022-07-09 Temporal and Spatial Evolution of the African Swine Fever Epidemic in Vietnam Shao, Qihui Li, Rendong Han, Yifei Han, Dongfeng Qiu, Juan Int J Environ Res Public Health Article African swine fever (ASF) is a severe infectious disease affecting domestic and wild suids. Spatiotemporal dynamics analysis of the ASF is crucial to understanding its transmission. The ASF broke out in Vietnam in February 2019. The research on the spatiotemporal evolution characteristics of ASF in Vietnam is lacking. Spatiotemporal statistical methods, including direction analysis, spatial autocorrelation analysis, and spatiotemporal scan statistics were used to reveal the dynamics of the spatial diffusion direction and spatiotemporal aggregation characteristics of ASF in Vietnam. According to the cessation of the epidemic, it was divided into three phases: February to August 2019 (phase 1), April to December 2020 (phase 2), and January 2021 to March 2022 (phase 3). The ASF showed a significant spread trend from north to south in phase 1. The occurrence rate of the ASF aggregated spatially in phase 1 and became random in phases 2 and 3. The high−high ASF clusters (the province was a high cluster and both it and its neighbors had a high ASF occurrence rate) were concentrated in the north in phases 1 and 2. Four spatiotemporal high-risk ASF clusters were identified with a mean radius of 121.88 km. In general, there were significant concentrated outbreak areas and directional spread in the early stage and small-scale, high-frequency, and randomly scattered outbreaks in the later stage. The findings could contribute to a deeper understanding of the spatiotemporal spread of the ASF in Vietnam. MDPI 2022-06-29 /pmc/articles/PMC9265385/ /pubmed/35805660 http://dx.doi.org/10.3390/ijerph19138001 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Shao, Qihui Li, Rendong Han, Yifei Han, Dongfeng Qiu, Juan Temporal and Spatial Evolution of the African Swine Fever Epidemic in Vietnam |
title | Temporal and Spatial Evolution of the African Swine Fever Epidemic in Vietnam |
title_full | Temporal and Spatial Evolution of the African Swine Fever Epidemic in Vietnam |
title_fullStr | Temporal and Spatial Evolution of the African Swine Fever Epidemic in Vietnam |
title_full_unstemmed | Temporal and Spatial Evolution of the African Swine Fever Epidemic in Vietnam |
title_short | Temporal and Spatial Evolution of the African Swine Fever Epidemic in Vietnam |
title_sort | temporal and spatial evolution of the african swine fever epidemic in vietnam |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9265385/ https://www.ncbi.nlm.nih.gov/pubmed/35805660 http://dx.doi.org/10.3390/ijerph19138001 |
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