Climate Change and Its Impact on Brown Bear Distribution in Iran

Climate change is one of the threats in the recent century, affecting biodiversity directly and indirectly. Modeling the patterns of species distribution is one of useful tools for predicting the impacts of climate change on endangered species. Brown bear (Ursus arctos) plays an important role as a...

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Published in:Journal of Zoological Research
Main Authors: Roshan Ara, Sahar, Ashrafi, Sohrab, Garmaeepour, Roghayeh, Zarrintab, Mohammad, Askaripour, Nariman, Esfandeh, Sorour
Format: Article in Journal/Newspaper
Language:English
Published: BILINGUAL PUBLISHING CO. 2022
Subjects:
Gam
Online Access:https://ojs.bilpublishing.com/index.php/jzr/article/view/4159
https://doi.org/10.30564/jzr.v4i1.4159
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spelling ftbilinugalpubl:oai:ojs.bbwpublisher.com:article/4159 2023-05-15T18:41:52+02:00 Climate Change and Its Impact on Brown Bear Distribution in Iran Roshan Ara, Sahar Ashrafi, Sohrab Garmaeepour, Roghayeh Zarrintab, Mohammad Askaripour, Nariman Esfandeh, Sorour 2022-01-18 application/pdf https://ojs.bilpublishing.com/index.php/jzr/article/view/4159 https://doi.org/10.30564/jzr.v4i1.4159 eng eng BILINGUAL PUBLISHING CO. https://ojs.bilpublishing.com/index.php/jzr/article/view/4159/3482 https://ojs.bilpublishing.com/index.php/jzr/article/view/4159 doi:10.30564/jzr.v4i1.4159 Copyright © 2022 Author(s) https://creativecommons.org/licenses/by-nc/4.0 CC-BY-NC Journal of Zoological Research; Vol 4, No 1 (2022); 1-11 2630-5100 Iran Ursus arctos Species distribution modeling R software Predicting info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion 2022 ftbilinugalpubl https://doi.org/10.30564/jzr.v4i1.4159 2022-07-12T17:31:15Z Climate change is one of the threats in the recent century, affecting biodiversity directly and indirectly. Modeling the patterns of species distribution is one of useful tools for predicting the impacts of climate change on endangered species. Brown bear (Ursus arctos) plays an important role as a focal species in mountainous ecosystems. This study was aims to investigate the effects of future climate changes on the distribution of this species using an ensemble modeling method in R-software. For this purpose five algorithms including MAXENT, RF, MARS, GAM, GLM and BRT were used to predict the distribution of the species in the present climatic conditions as well as in the 2050s and 2070s. The results showed that temperature and precipitation were two main factors in the distribution of brown bears in Iran. Investigating the distribution of the brown bear in the future showed that suitability of its habitat will decrease in the western and central parts and increase in the northern parts. So a shift toward higher altitude will be expected for brown bear in the future. Therefore, in this condition it is imperative to upgrade the extent of protected areas for better conservation of brown bear. Article in Journal/Newspaper Ursus arctos Bilingual Publishing Co. (BPC): E-Journals Gam ENVELOPE(-57.955,-57.955,-61.923,-61.923) Journal of Zoological Research 4 1 1
institution Open Polar
collection Bilingual Publishing Co. (BPC): E-Journals
op_collection_id ftbilinugalpubl
language English
topic Iran
Ursus arctos
Species distribution modeling
R software
Predicting
spellingShingle Iran
Ursus arctos
Species distribution modeling
R software
Predicting
Roshan Ara, Sahar
Ashrafi, Sohrab
Garmaeepour, Roghayeh
Zarrintab, Mohammad
Askaripour, Nariman
Esfandeh, Sorour
Climate Change and Its Impact on Brown Bear Distribution in Iran
topic_facet Iran
Ursus arctos
Species distribution modeling
R software
Predicting
description Climate change is one of the threats in the recent century, affecting biodiversity directly and indirectly. Modeling the patterns of species distribution is one of useful tools for predicting the impacts of climate change on endangered species. Brown bear (Ursus arctos) plays an important role as a focal species in mountainous ecosystems. This study was aims to investigate the effects of future climate changes on the distribution of this species using an ensemble modeling method in R-software. For this purpose five algorithms including MAXENT, RF, MARS, GAM, GLM and BRT were used to predict the distribution of the species in the present climatic conditions as well as in the 2050s and 2070s. The results showed that temperature and precipitation were two main factors in the distribution of brown bears in Iran. Investigating the distribution of the brown bear in the future showed that suitability of its habitat will decrease in the western and central parts and increase in the northern parts. So a shift toward higher altitude will be expected for brown bear in the future. Therefore, in this condition it is imperative to upgrade the extent of protected areas for better conservation of brown bear.
format Article in Journal/Newspaper
author Roshan Ara, Sahar
Ashrafi, Sohrab
Garmaeepour, Roghayeh
Zarrintab, Mohammad
Askaripour, Nariman
Esfandeh, Sorour
author_facet Roshan Ara, Sahar
Ashrafi, Sohrab
Garmaeepour, Roghayeh
Zarrintab, Mohammad
Askaripour, Nariman
Esfandeh, Sorour
author_sort Roshan Ara, Sahar
title Climate Change and Its Impact on Brown Bear Distribution in Iran
title_short Climate Change and Its Impact on Brown Bear Distribution in Iran
title_full Climate Change and Its Impact on Brown Bear Distribution in Iran
title_fullStr Climate Change and Its Impact on Brown Bear Distribution in Iran
title_full_unstemmed Climate Change and Its Impact on Brown Bear Distribution in Iran
title_sort climate change and its impact on brown bear distribution in iran
publisher BILINGUAL PUBLISHING CO.
publishDate 2022
url https://ojs.bilpublishing.com/index.php/jzr/article/view/4159
https://doi.org/10.30564/jzr.v4i1.4159
long_lat ENVELOPE(-57.955,-57.955,-61.923,-61.923)
geographic Gam
geographic_facet Gam
genre Ursus arctos
genre_facet Ursus arctos
op_source Journal of Zoological Research; Vol 4, No 1 (2022); 1-11
2630-5100
op_relation https://ojs.bilpublishing.com/index.php/jzr/article/view/4159/3482
https://ojs.bilpublishing.com/index.php/jzr/article/view/4159
doi:10.30564/jzr.v4i1.4159
op_rights Copyright © 2022 Author(s)
https://creativecommons.org/licenses/by-nc/4.0
op_rightsnorm CC-BY-NC
op_doi https://doi.org/10.30564/jzr.v4i1.4159
container_title Journal of Zoological Research
container_volume 4
container_issue 1
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