Over the course of a few decades, climate change has caused a rapid and alarming reshaping of species habitats, resulting in mass extinction, particularly among sensitive species. In order to investigate the effects of climate change on species distribution and assess habitat suitability, researchers have developed species distribution models (SDMs) that estimate present and future species distribution. In West Asia, thyme species such as T. fedtschenkoi, T. pubescens, and T. transcaucasicus are rich in thymol and carvacrol, and are commonly used as herbal tea, spice, flavoring agents, and medicinal plants. This study aims to model the distribution of these Thymus species in Iran using the MaxEnt model under two representative concentration pathways (RCP 4.5 and RCP 8.5) for the years 2050 and 2070. The objective is to identify the crucial bioclimatic (n = 5), edaphic (n = 1), and topographic (n = 3) variables that influence their distribution and predict how their distribution might change under various climate scenarios. The findings reveal that the most significant variable affecting T. fedtschenkoi and T. pubescens is altitude, while soil organic carbon content is the primary factor influencing the distribution of T. transcaucasicus. The MaxEnt modeling demonstrates excellent performance, as indicated by all the area under the curve (AUC) values exceeding 0.9. Based on the projections, it is expected that these three thyme species will experience negative area changes in the coming years. These results can serve as a valuable tool for developing adaptive management strategies aimed at enhancing protection and sustainable utilization in the context of global climate change. Special attention should be given to conserving T. fedtschenkoi, T. pubescens, and T. transcaucasicus due to their significant habitat loss in the future.
机构:
Royal Netherlands Inst Sea Res, Dept Coastal Syst, POB 59, NL-1790 AB Den Burg, Texel, Netherlands
Univ Hamburg, Ctr Earth Syst Res & Sustainabil, Inst Marine Ecosyst & Fisheries Sci IFM, CEN, Grosse Elbstr 133, D-22767 Hamburg, Germany
Univ Montpellier, IFREMER, CNRS, MARBEC,IRD, Montpellier, FranceRoyal Netherlands Inst Sea Res, Dept Coastal Syst, POB 59, NL-1790 AB Den Burg, Texel, Netherlands
Moullec, Fabien
Barrier, Nicolas
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Univ Montpellier, CNRS, IFREMER, MARBEC,IRD, Sete, FranceRoyal Netherlands Inst Sea Res, Dept Coastal Syst, POB 59, NL-1790 AB Den Burg, Texel, Netherlands
Barrier, Nicolas
Drira, Sabrine
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Univ Montpellier, CNRS, IFREMER, MARBEC,IRD, Sete, FranceRoyal Netherlands Inst Sea Res, Dept Coastal Syst, POB 59, NL-1790 AB Den Burg, Texel, Netherlands
Drira, Sabrine
Guilhaumon, Francois
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Univ Montpellier, IFREMER, CNRS, MARBEC,IRD, Montpellier, France
IRD, La Reunion, FranceRoyal Netherlands Inst Sea Res, Dept Coastal Syst, POB 59, NL-1790 AB Den Burg, Texel, Netherlands
Guilhaumon, Francois
Hattab, Tarek
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Univ Montpellier, CNRS, IFREMER, MARBEC,IRD, Sete, FranceRoyal Netherlands Inst Sea Res, Dept Coastal Syst, POB 59, NL-1790 AB Den Burg, Texel, Netherlands
Hattab, Tarek
Peck, Myron A.
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Royal Netherlands Inst Sea Res, Dept Coastal Syst, POB 59, NL-1790 AB Den Burg, Texel, NetherlandsRoyal Netherlands Inst Sea Res, Dept Coastal Syst, POB 59, NL-1790 AB Den Burg, Texel, Netherlands
Peck, Myron A.
Shin, Yunne-Jai
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h-index: 0
机构:
Univ Montpellier, IFREMER, CNRS, MARBEC,IRD, Montpellier, France
Univ Cape Town, Marine Res MA RE Inst, Private Bag X3, ZA-7701 Rondebosch, South Africa
Univ Cape Town, Dept Biol Sci, Private Bag X3, ZA-7701 Rondebosch, South AfricaRoyal Netherlands Inst Sea Res, Dept Coastal Syst, POB 59, NL-1790 AB Den Burg, Texel, Netherlands
机构:
James Cook Univ, Australian Trop Herbarium, Cairns, Qld 4870, Australia
Natl Museum Nat Hist, Dept Bot, Smithsonian Inst, Washington, DC 20013 USA
James Cook Univ, Ctr Trop Biodivers & Climate Change, Cairns, Qld 4870, AustraliaJames Cook Univ, Australian Trop Herbarium, Cairns, Qld 4870, Australia
Costion, Craig M.
Simpson, Lalita
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James Cook Univ, Australian Trop Herbarium, Cairns, Qld 4870, AustraliaJames Cook Univ, Australian Trop Herbarium, Cairns, Qld 4870, Australia
Simpson, Lalita
Pert, Petina L.
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CSIRO Ecosyst Sci, Cairns, Qld 4870, Australia
James Cook Univ, Coll Marine & Environm Sci, Cairns, Qld 4870, AustraliaJames Cook Univ, Australian Trop Herbarium, Cairns, Qld 4870, Australia
Pert, Petina L.
Carlsen, Monica M.
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机构:
Natl Museum Nat Hist, Dept Bot, Smithsonian Inst, Washington, DC 20013 USAJames Cook Univ, Australian Trop Herbarium, Cairns, Qld 4870, Australia
Carlsen, Monica M.
Kress, W. John
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h-index: 0
机构:
Natl Museum Nat Hist, Dept Bot, Smithsonian Inst, Washington, DC 20013 USAJames Cook Univ, Australian Trop Herbarium, Cairns, Qld 4870, Australia
Kress, W. John
Crayn, Darren
论文数: 0引用数: 0
h-index: 0
机构:
James Cook Univ, Australian Trop Herbarium, Cairns, Qld 4870, Australia
James Cook Univ, Coll Marine & Environm Sci, Cairns, Qld 4870, Australia
James Cook Univ, Ctr Trop Environm Sustainabil Sci, Cairns, Qld 4870, AustraliaJames Cook Univ, Australian Trop Herbarium, Cairns, Qld 4870, Australia
机构:
Univ Fed Rio de Janeiro, Programa Posgrad Ecol, BR-21941590 Rio De Janeiro, Brazil
Univ Estadual Santa Cruz, Programa Posgrad Ecol & Conservacao Biodiversidad, Santa Cruz, CA, Brazil
Bicho Mato Inst Pesquisa, Belo Horizonte, MG, BrazilUniv Liege, Dept Biol Ecol & Evolut, Behav Biol Unit, B-4020 Liege, Belgium
机构:
Royal Netherlands Inst Sea Res, Dept Coastal Syst, POB 59, NL-1790 AB Den Burg, Texel, Netherlands
Univ Hamburg, Ctr Earth Syst Res & Sustainabil, Inst Marine Ecosyst & Fisheries Sci IFM, CEN, Grosse Elbstr 133, D-22767 Hamburg, Germany
Univ Montpellier, IFREMER, CNRS, MARBEC,IRD, Montpellier, FranceRoyal Netherlands Inst Sea Res, Dept Coastal Syst, POB 59, NL-1790 AB Den Burg, Texel, Netherlands
Moullec, Fabien
Barrier, Nicolas
论文数: 0引用数: 0
h-index: 0
机构:
Univ Montpellier, CNRS, IFREMER, MARBEC,IRD, Sete, FranceRoyal Netherlands Inst Sea Res, Dept Coastal Syst, POB 59, NL-1790 AB Den Burg, Texel, Netherlands
Barrier, Nicolas
Drira, Sabrine
论文数: 0引用数: 0
h-index: 0
机构:
Univ Montpellier, CNRS, IFREMER, MARBEC,IRD, Sete, FranceRoyal Netherlands Inst Sea Res, Dept Coastal Syst, POB 59, NL-1790 AB Den Burg, Texel, Netherlands
Drira, Sabrine
Guilhaumon, Francois
论文数: 0引用数: 0
h-index: 0
机构:
Univ Montpellier, IFREMER, CNRS, MARBEC,IRD, Montpellier, France
IRD, La Reunion, FranceRoyal Netherlands Inst Sea Res, Dept Coastal Syst, POB 59, NL-1790 AB Den Burg, Texel, Netherlands
Guilhaumon, Francois
Hattab, Tarek
论文数: 0引用数: 0
h-index: 0
机构:
Univ Montpellier, CNRS, IFREMER, MARBEC,IRD, Sete, FranceRoyal Netherlands Inst Sea Res, Dept Coastal Syst, POB 59, NL-1790 AB Den Burg, Texel, Netherlands
Hattab, Tarek
Peck, Myron A.
论文数: 0引用数: 0
h-index: 0
机构:
Royal Netherlands Inst Sea Res, Dept Coastal Syst, POB 59, NL-1790 AB Den Burg, Texel, NetherlandsRoyal Netherlands Inst Sea Res, Dept Coastal Syst, POB 59, NL-1790 AB Den Burg, Texel, Netherlands
Peck, Myron A.
Shin, Yunne-Jai
论文数: 0引用数: 0
h-index: 0
机构:
Univ Montpellier, IFREMER, CNRS, MARBEC,IRD, Montpellier, France
Univ Cape Town, Marine Res MA RE Inst, Private Bag X3, ZA-7701 Rondebosch, South Africa
Univ Cape Town, Dept Biol Sci, Private Bag X3, ZA-7701 Rondebosch, South AfricaRoyal Netherlands Inst Sea Res, Dept Coastal Syst, POB 59, NL-1790 AB Den Burg, Texel, Netherlands
机构:
James Cook Univ, Australian Trop Herbarium, Cairns, Qld 4870, Australia
Natl Museum Nat Hist, Dept Bot, Smithsonian Inst, Washington, DC 20013 USA
James Cook Univ, Ctr Trop Biodivers & Climate Change, Cairns, Qld 4870, AustraliaJames Cook Univ, Australian Trop Herbarium, Cairns, Qld 4870, Australia
Costion, Craig M.
Simpson, Lalita
论文数: 0引用数: 0
h-index: 0
机构:
James Cook Univ, Australian Trop Herbarium, Cairns, Qld 4870, AustraliaJames Cook Univ, Australian Trop Herbarium, Cairns, Qld 4870, Australia
Simpson, Lalita
Pert, Petina L.
论文数: 0引用数: 0
h-index: 0
机构:
CSIRO Ecosyst Sci, Cairns, Qld 4870, Australia
James Cook Univ, Coll Marine & Environm Sci, Cairns, Qld 4870, AustraliaJames Cook Univ, Australian Trop Herbarium, Cairns, Qld 4870, Australia
Pert, Petina L.
Carlsen, Monica M.
论文数: 0引用数: 0
h-index: 0
机构:
Natl Museum Nat Hist, Dept Bot, Smithsonian Inst, Washington, DC 20013 USAJames Cook Univ, Australian Trop Herbarium, Cairns, Qld 4870, Australia
Carlsen, Monica M.
Kress, W. John
论文数: 0引用数: 0
h-index: 0
机构:
Natl Museum Nat Hist, Dept Bot, Smithsonian Inst, Washington, DC 20013 USAJames Cook Univ, Australian Trop Herbarium, Cairns, Qld 4870, Australia
Kress, W. John
Crayn, Darren
论文数: 0引用数: 0
h-index: 0
机构:
James Cook Univ, Australian Trop Herbarium, Cairns, Qld 4870, Australia
James Cook Univ, Coll Marine & Environm Sci, Cairns, Qld 4870, Australia
James Cook Univ, Ctr Trop Environm Sustainabil Sci, Cairns, Qld 4870, AustraliaJames Cook Univ, Australian Trop Herbarium, Cairns, Qld 4870, Australia
机构:
Univ Fed Rio de Janeiro, Programa Posgrad Ecol, BR-21941590 Rio De Janeiro, Brazil
Univ Estadual Santa Cruz, Programa Posgrad Ecol & Conservacao Biodiversidad, Santa Cruz, CA, Brazil
Bicho Mato Inst Pesquisa, Belo Horizonte, MG, BrazilUniv Liege, Dept Biol Ecol & Evolut, Behav Biol Unit, B-4020 Liege, Belgium