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Assessment of potential invasion for six phytophagous quarantine pests in Taiwan
Pest risk assessment is typically performed by expert taxonomists using a pest’s biological data. However, the biological data or expert taxonomists may be difficult to find. Here, we used species distribution modelling to predict potential invasion in which phytophagous quarantine pests survive in...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8140104/ https://www.ncbi.nlm.nih.gov/pubmed/34021194 http://dx.doi.org/10.1038/s41598-021-89914-w |
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author | Yeh, Hsin-Ting Cheah, Harn-Yeu Chiu, Ming-Chih Liao, Jhih-Rong Ko, Chiun-Cheng |
author_facet | Yeh, Hsin-Ting Cheah, Harn-Yeu Chiu, Ming-Chih Liao, Jhih-Rong Ko, Chiun-Cheng |
author_sort | Yeh, Hsin-Ting |
collection | PubMed |
description | Pest risk assessment is typically performed by expert taxonomists using a pest’s biological data. However, the biological data or expert taxonomists may be difficult to find. Here, we used species distribution modelling to predict potential invasion in which phytophagous quarantine pests survive in Taiwan; the pests (unrecorded yet in Taiwan) included were three notorious quarantine whiteflies (Crenidorsum aroidephagus, Aleurothrixus trachoides, and Paraleyrodes minei) and three aphids (Nasonovia ribisnigri, Macrosiphum euphorbiae, and Viteus vitifoliae). In brief, maximum entropy modelling (MaxEnt) was used to predict the suitability of the pests’ habitats under certain climatic conditions, and then receiver operating characteristic curve analysis was performed (to verify the prediction result). We then analysed environmental variables affecting the habitat suitability and matched them with Taiwan’s crop cultivation areas for the assessment of potential invasion. We observed that the habitat suitability of the cultivation areas of host plants was low for C. aroidephagus, A. trachoides, and N. ribisnigri but was high for the remaining three species. Moreover, precipitation of coldest quarter negatively affected habitat suitability for C. aroidephagus, P. minei, N. ribisnigri, and M. euphorbiae. Seasonal temperature changes also negatively affected the habitat suitability for A. trachoides. This is the first study to demonstrate the use of species distribution modelling as the preliminary step for the pest risk assessment of these emerging pests with limited biological data before their invasion. |
format | Online Article Text |
id | pubmed-8140104 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-81401042021-05-25 Assessment of potential invasion for six phytophagous quarantine pests in Taiwan Yeh, Hsin-Ting Cheah, Harn-Yeu Chiu, Ming-Chih Liao, Jhih-Rong Ko, Chiun-Cheng Sci Rep Article Pest risk assessment is typically performed by expert taxonomists using a pest’s biological data. However, the biological data or expert taxonomists may be difficult to find. Here, we used species distribution modelling to predict potential invasion in which phytophagous quarantine pests survive in Taiwan; the pests (unrecorded yet in Taiwan) included were three notorious quarantine whiteflies (Crenidorsum aroidephagus, Aleurothrixus trachoides, and Paraleyrodes minei) and three aphids (Nasonovia ribisnigri, Macrosiphum euphorbiae, and Viteus vitifoliae). In brief, maximum entropy modelling (MaxEnt) was used to predict the suitability of the pests’ habitats under certain climatic conditions, and then receiver operating characteristic curve analysis was performed (to verify the prediction result). We then analysed environmental variables affecting the habitat suitability and matched them with Taiwan’s crop cultivation areas for the assessment of potential invasion. We observed that the habitat suitability of the cultivation areas of host plants was low for C. aroidephagus, A. trachoides, and N. ribisnigri but was high for the remaining three species. Moreover, precipitation of coldest quarter negatively affected habitat suitability for C. aroidephagus, P. minei, N. ribisnigri, and M. euphorbiae. Seasonal temperature changes also negatively affected the habitat suitability for A. trachoides. This is the first study to demonstrate the use of species distribution modelling as the preliminary step for the pest risk assessment of these emerging pests with limited biological data before their invasion. Nature Publishing Group UK 2021-05-21 /pmc/articles/PMC8140104/ /pubmed/34021194 http://dx.doi.org/10.1038/s41598-021-89914-w Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Yeh, Hsin-Ting Cheah, Harn-Yeu Chiu, Ming-Chih Liao, Jhih-Rong Ko, Chiun-Cheng Assessment of potential invasion for six phytophagous quarantine pests in Taiwan |
title | Assessment of potential invasion for six phytophagous quarantine pests in Taiwan |
title_full | Assessment of potential invasion for six phytophagous quarantine pests in Taiwan |
title_fullStr | Assessment of potential invasion for six phytophagous quarantine pests in Taiwan |
title_full_unstemmed | Assessment of potential invasion for six phytophagous quarantine pests in Taiwan |
title_short | Assessment of potential invasion for six phytophagous quarantine pests in Taiwan |
title_sort | assessment of potential invasion for six phytophagous quarantine pests in taiwan |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8140104/ https://www.ncbi.nlm.nih.gov/pubmed/34021194 http://dx.doi.org/10.1038/s41598-021-89914-w |
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