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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...

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Autores principales: Hidan, Moulay Abdelmonaim El, Touloun, Oulaid, Bouazza, Abdellah, Laaradia, Mehdi Ait, Boumezzough, Ali
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Veterinary World 2018
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.
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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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