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Modeling current and future global distribution of Chrysomya bezziana under changing climate
In the last few years, significant changes in climate have had a disparate effect on biodiversity. The influences of these changes are random and unpredictable. The resurgence of insect pests, especially of medical and veterinary importance, often corresponds with climate changes. The Old World scre...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7080715/ https://www.ncbi.nlm.nih.gov/pubmed/32188920 http://dx.doi.org/10.1038/s41598-020-61962-8 |
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author | Hosni, Eslam M. Nasser, Mohamed G. Al-Ashaal, Sara A. Rady, Magda H. Kenawy, Mohamed A. |
author_facet | Hosni, Eslam M. Nasser, Mohamed G. Al-Ashaal, Sara A. Rady, Magda H. Kenawy, Mohamed A. |
author_sort | Hosni, Eslam M. |
collection | PubMed |
description | In the last few years, significant changes in climate have had a disparate effect on biodiversity. The influences of these changes are random and unpredictable. The resurgence of insect pests, especially of medical and veterinary importance, often corresponds with climate changes. The Old World screwworm, Chrysomya bezziana, is one of the most important myiasis-causing flies that parasitize warm-blooded animals in the Eastern Hemisphere. We used a spatial distribution modeling approach to estimate the consequences of climatic changes on the potential geographic distribution of this insect throughout the world currently and in the future. A Maxent model used occurrence data from 104 localities and 19 climatic factors to predict the suitable habitat regions throughout the world. Two representative concentration pathways 2.6 and 8.5, were used to forecast the future distribution of C. bezziana in 2050 and 2070. The Maxent model for C. bezziana provided a satisfactory result, with a high value of the Area Under Curve equal to 0.855 (±0.001). Furthermore, the True Skilled Statistics value is equal to 0.67. These values indicate the significant influence on the model of the ecology of this fly species. Jackknife test indicated that temperature variables play a significant role in C. bezziana dynamics. The resultant models indicated the areas at risk of invasion by potential serious medical/veterinary issues, especially in countries with a large livestock production. |
format | Online Article Text |
id | pubmed-7080715 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-70807152020-03-23 Modeling current and future global distribution of Chrysomya bezziana under changing climate Hosni, Eslam M. Nasser, Mohamed G. Al-Ashaal, Sara A. Rady, Magda H. Kenawy, Mohamed A. Sci Rep Article In the last few years, significant changes in climate have had a disparate effect on biodiversity. The influences of these changes are random and unpredictable. The resurgence of insect pests, especially of medical and veterinary importance, often corresponds with climate changes. The Old World screwworm, Chrysomya bezziana, is one of the most important myiasis-causing flies that parasitize warm-blooded animals in the Eastern Hemisphere. We used a spatial distribution modeling approach to estimate the consequences of climatic changes on the potential geographic distribution of this insect throughout the world currently and in the future. A Maxent model used occurrence data from 104 localities and 19 climatic factors to predict the suitable habitat regions throughout the world. Two representative concentration pathways 2.6 and 8.5, were used to forecast the future distribution of C. bezziana in 2050 and 2070. The Maxent model for C. bezziana provided a satisfactory result, with a high value of the Area Under Curve equal to 0.855 (±0.001). Furthermore, the True Skilled Statistics value is equal to 0.67. These values indicate the significant influence on the model of the ecology of this fly species. Jackknife test indicated that temperature variables play a significant role in C. bezziana dynamics. The resultant models indicated the areas at risk of invasion by potential serious medical/veterinary issues, especially in countries with a large livestock production. Nature Publishing Group UK 2020-03-18 /pmc/articles/PMC7080715/ /pubmed/32188920 http://dx.doi.org/10.1038/s41598-020-61962-8 Text en © The Author(s) 2020 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Hosni, Eslam M. Nasser, Mohamed G. Al-Ashaal, Sara A. Rady, Magda H. Kenawy, Mohamed A. Modeling current and future global distribution of Chrysomya bezziana under changing climate |
title | Modeling current and future global distribution of Chrysomya bezziana under changing climate |
title_full | Modeling current and future global distribution of Chrysomya bezziana under changing climate |
title_fullStr | Modeling current and future global distribution of Chrysomya bezziana under changing climate |
title_full_unstemmed | Modeling current and future global distribution of Chrysomya bezziana under changing climate |
title_short | Modeling current and future global distribution of Chrysomya bezziana under changing climate |
title_sort | modeling current and future global distribution of chrysomya bezziana under changing climate |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7080715/ https://www.ncbi.nlm.nih.gov/pubmed/32188920 http://dx.doi.org/10.1038/s41598-020-61962-8 |
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