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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...

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Autores principales: Yeh, Hsin-Ting, Cheah, Harn-Yeu, Chiu, Ming-Chih, Liao, Jhih-Rong, Ko, Chiun-Cheng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
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.
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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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