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Androctonus genus species in arid regions: Ecological niche models, geographical distributions, and envenomation risk
AIM: The objective of this study was to establish environmental factors related to scorpion species occurrence and their current potential geographic distributions in Morocco, to produce a current envenomation risk map and also to assess the human population at risk of envenomation. MATERIALS AND ME...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Veterinary World
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5891841/ https://www.ncbi.nlm.nih.gov/pubmed/29657418 http://dx.doi.org/10.14202/vetworld.2018.286-292 |
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author | Hidan, Moulay Abdelmonaim El Touloun, Oulaid Bouazza, Abdellah Laaradia, Mehdi Ait Boumezzough, Ali |
author_facet | Hidan, Moulay Abdelmonaim El Touloun, Oulaid Bouazza, Abdellah Laaradia, Mehdi Ait Boumezzough, Ali |
author_sort | Hidan, Moulay Abdelmonaim El |
collection | PubMed |
description | AIM: The objective of this study was to establish environmental factors related to scorpion species occurrence and their current potential geographic distributions in Morocco, to produce a current envenomation risk map and also to assess the human population at risk of envenomation. MATERIALS AND METHODS: In this study, 71 georeferenced points for all scorpion species and nine environmental indicators were used to generate species distribution models in Maxent (maximum entropy modeling of species geographic distributions) version 3.3.3k. The models were evaluated by the area under the curve (AUC), using the omission error and the binomial probability. With the data generated by Maxent, distribution and envenomation risk maps were produced using the “ESRI(®) ArcGIS 10.2.2 for Desktop” software. RESULTS: The models had high predictive success (AUC >0.95±0.025). Altitude, slope and five bioclimatic attributes were found to play a significant role in determining Androctonus scorpion species distribution. Ecological niche models (ENMs) showed high concordance with the known distribution of the species. Produced risk map identified broad risk areas for Androctonus scorpion envenomation, extending along Marrakech-Tensift-Al Haouz, Souss-Massa-Draa, and some areas of Doukkala-Abda and Oriental regions. CONCLUSION: Considering these findings ENMs could be useful to afford important information on distributions of medically important scorpion species as well as producing scorpion envenomation risk maps. |
format | Online Article Text |
id | pubmed-5891841 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Veterinary World |
record_format | MEDLINE/PubMed |
spelling | pubmed-58918412018-04-13 Androctonus genus species in arid regions: Ecological niche models, geographical distributions, and envenomation risk Hidan, Moulay Abdelmonaim El Touloun, Oulaid Bouazza, Abdellah Laaradia, Mehdi Ait Boumezzough, Ali Vet World Research Article AIM: The objective of this study was to establish environmental factors related to scorpion species occurrence and their current potential geographic distributions in Morocco, to produce a current envenomation risk map and also to assess the human population at risk of envenomation. MATERIALS AND METHODS: In this study, 71 georeferenced points for all scorpion species and nine environmental indicators were used to generate species distribution models in Maxent (maximum entropy modeling of species geographic distributions) version 3.3.3k. The models were evaluated by the area under the curve (AUC), using the omission error and the binomial probability. With the data generated by Maxent, distribution and envenomation risk maps were produced using the “ESRI(®) ArcGIS 10.2.2 for Desktop” software. RESULTS: The models had high predictive success (AUC >0.95±0.025). Altitude, slope and five bioclimatic attributes were found to play a significant role in determining Androctonus scorpion species distribution. Ecological niche models (ENMs) showed high concordance with the known distribution of the species. Produced risk map identified broad risk areas for Androctonus scorpion envenomation, extending along Marrakech-Tensift-Al Haouz, Souss-Massa-Draa, and some areas of Doukkala-Abda and Oriental regions. CONCLUSION: Considering these findings ENMs could be useful to afford important information on distributions of medically important scorpion species as well as producing scorpion envenomation risk maps. Veterinary World 2018-03 2018-03-06 /pmc/articles/PMC5891841/ /pubmed/29657418 http://dx.doi.org/10.14202/vetworld.2018.286-292 Text en Copyright: © El Hidan, et al. http://creativecommons.org/licenses/by/4.0 Open Access. This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided 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 Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Hidan, Moulay Abdelmonaim El Touloun, Oulaid Bouazza, Abdellah Laaradia, Mehdi Ait Boumezzough, Ali Androctonus genus species in arid regions: Ecological niche models, geographical distributions, and envenomation risk |
title | Androctonus genus species in arid regions: Ecological niche models, geographical distributions, and envenomation risk |
title_full | Androctonus genus species in arid regions: Ecological niche models, geographical distributions, and envenomation risk |
title_fullStr | Androctonus genus species in arid regions: Ecological niche models, geographical distributions, and envenomation risk |
title_full_unstemmed | Androctonus genus species in arid regions: Ecological niche models, geographical distributions, and envenomation risk |
title_short | Androctonus genus species in arid regions: Ecological niche models, geographical distributions, and envenomation risk |
title_sort | androctonus genus species in arid regions: ecological niche models, geographical distributions, and envenomation risk |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5891841/ https://www.ncbi.nlm.nih.gov/pubmed/29657418 http://dx.doi.org/10.14202/vetworld.2018.286-292 |
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