Cargando…
Predicting current and future high-risk areas for vectors and reservoirs of cutaneous leishmaniasis in Iran
Climate change will affect the distribution of species in the future. To determine the vulnerable areas relating to CL in Iran, we applied two models, MaxEnt and RF, for the projection of the future distribution of the main vectors and reservoirs of CL. The results of the models were compared in ter...
Autores principales: | , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10352301/ https://www.ncbi.nlm.nih.gov/pubmed/37460690 http://dx.doi.org/10.1038/s41598-023-38515-w |
_version_ | 1785074483247185920 |
---|---|
author | Bozorg-Omid, Faramarz Kafash, Anooshe Jafari, Reza Akhavan, Amir Ahmad Rahimi, Mohammad Rahimi Foroushani, Abbas Youssefi, Fahimeh Shirzadi, Mohammad Reza Ostadtaghizadeh, Abbas Hanafi-Bojd, Ahmad Ali |
author_facet | Bozorg-Omid, Faramarz Kafash, Anooshe Jafari, Reza Akhavan, Amir Ahmad Rahimi, Mohammad Rahimi Foroushani, Abbas Youssefi, Fahimeh Shirzadi, Mohammad Reza Ostadtaghizadeh, Abbas Hanafi-Bojd, Ahmad Ali |
author_sort | Bozorg-Omid, Faramarz |
collection | PubMed |
description | Climate change will affect the distribution of species in the future. To determine the vulnerable areas relating to CL in Iran, we applied two models, MaxEnt and RF, for the projection of the future distribution of the main vectors and reservoirs of CL. The results of the models were compared in terms of performance, species distribution maps, and the gain, loss, and stable areas. The models provided a reasonable estimate of species distribution. The results showed that the Northern and Southern counties of Iran, which currently do not have a high incidence of CL may witness new foci in the future. The Western, and Southwestern regions of the Country, which currently have high habitat suitability for the presence of some vectors and reservoirs, will probably significantly decrease in the future. Furthermore, the most stable areas are for T. indica and M. hurrianae in the future. So that, this species may remain a major reservoir in areas that are present under current conditions. With more local studies in the field of identifying vulnerable areas to CL, it can be suggested that the national CL control guidelines should be revised to include a section as a climate change adaptation plan. |
format | Online Article Text |
id | pubmed-10352301 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-103523012023-07-19 Predicting current and future high-risk areas for vectors and reservoirs of cutaneous leishmaniasis in Iran Bozorg-Omid, Faramarz Kafash, Anooshe Jafari, Reza Akhavan, Amir Ahmad Rahimi, Mohammad Rahimi Foroushani, Abbas Youssefi, Fahimeh Shirzadi, Mohammad Reza Ostadtaghizadeh, Abbas Hanafi-Bojd, Ahmad Ali Sci Rep Article Climate change will affect the distribution of species in the future. To determine the vulnerable areas relating to CL in Iran, we applied two models, MaxEnt and RF, for the projection of the future distribution of the main vectors and reservoirs of CL. The results of the models were compared in terms of performance, species distribution maps, and the gain, loss, and stable areas. The models provided a reasonable estimate of species distribution. The results showed that the Northern and Southern counties of Iran, which currently do not have a high incidence of CL may witness new foci in the future. The Western, and Southwestern regions of the Country, which currently have high habitat suitability for the presence of some vectors and reservoirs, will probably significantly decrease in the future. Furthermore, the most stable areas are for T. indica and M. hurrianae in the future. So that, this species may remain a major reservoir in areas that are present under current conditions. With more local studies in the field of identifying vulnerable areas to CL, it can be suggested that the national CL control guidelines should be revised to include a section as a climate change adaptation plan. Nature Publishing Group UK 2023-07-17 /pmc/articles/PMC10352301/ /pubmed/37460690 http://dx.doi.org/10.1038/s41598-023-38515-w Text en © The Author(s) 2023 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 Bozorg-Omid, Faramarz Kafash, Anooshe Jafari, Reza Akhavan, Amir Ahmad Rahimi, Mohammad Rahimi Foroushani, Abbas Youssefi, Fahimeh Shirzadi, Mohammad Reza Ostadtaghizadeh, Abbas Hanafi-Bojd, Ahmad Ali Predicting current and future high-risk areas for vectors and reservoirs of cutaneous leishmaniasis in Iran |
title | Predicting current and future high-risk areas for vectors and reservoirs of cutaneous leishmaniasis in Iran |
title_full | Predicting current and future high-risk areas for vectors and reservoirs of cutaneous leishmaniasis in Iran |
title_fullStr | Predicting current and future high-risk areas for vectors and reservoirs of cutaneous leishmaniasis in Iran |
title_full_unstemmed | Predicting current and future high-risk areas for vectors and reservoirs of cutaneous leishmaniasis in Iran |
title_short | Predicting current and future high-risk areas for vectors and reservoirs of cutaneous leishmaniasis in Iran |
title_sort | predicting current and future high-risk areas for vectors and reservoirs of cutaneous leishmaniasis in iran |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10352301/ https://www.ncbi.nlm.nih.gov/pubmed/37460690 http://dx.doi.org/10.1038/s41598-023-38515-w |
work_keys_str_mv | AT bozorgomidfaramarz predictingcurrentandfuturehighriskareasforvectorsandreservoirsofcutaneousleishmaniasisiniran AT kafashanooshe predictingcurrentandfuturehighriskareasforvectorsandreservoirsofcutaneousleishmaniasisiniran AT jafarireza predictingcurrentandfuturehighriskareasforvectorsandreservoirsofcutaneousleishmaniasisiniran AT akhavanamirahmad predictingcurrentandfuturehighriskareasforvectorsandreservoirsofcutaneousleishmaniasisiniran AT rahimimohammad predictingcurrentandfuturehighriskareasforvectorsandreservoirsofcutaneousleishmaniasisiniran AT rahimiforoushaniabbas predictingcurrentandfuturehighriskareasforvectorsandreservoirsofcutaneousleishmaniasisiniran AT youssefifahimeh predictingcurrentandfuturehighriskareasforvectorsandreservoirsofcutaneousleishmaniasisiniran AT shirzadimohammadreza predictingcurrentandfuturehighriskareasforvectorsandreservoirsofcutaneousleishmaniasisiniran AT ostadtaghizadehabbas predictingcurrentandfuturehighriskareasforvectorsandreservoirsofcutaneousleishmaniasisiniran AT hanafibojdahmadali predictingcurrentandfuturehighriskareasforvectorsandreservoirsofcutaneousleishmaniasisiniran |