Mirza Čengić, Emina Šunje, Lucio Bonato, Raoul Van Damme, Rob H. J. Lenders, Mark A. J. Huijbregts, Lada Lukić Bilela, Aafke M. Schipper
{"title":"多模型方法为保护适应寒冷气候的陆生两栖动物提供依据","authors":"Mirza Čengić, Emina Šunje, Lucio Bonato, Raoul Van Damme, Rob H. J. Lenders, Mark A. J. Huijbregts, Lada Lukić Bilela, Aafke M. Schipper","doi":"10.1111/jbi.15005","DOIUrl":null,"url":null,"abstract":"AimWe aimed to assess potential climate change impacts on the distribution of a cold‐adapted terrestrial amphibian that shows strong intraspecific differentiation.LocationAlps and Dinarides.TaxonAlpine salamander (<jats:italic>Salamandra atra</jats:italic>).MethodsWe built SDMs for each of two major intraspecific lineages (<jats:italic>S. a. atra</jats:italic>, which is found throughout the Northern Alps, and <jats:italic>S. a. prenjensis</jats:italic>, which appears sparsely along the Dinarides) and for the entire species, using occurrence points from a carefully curated database, climate data with 1 km<jats:sup>2</jats:sup> spatial resolution and eight modelling techniques. We projected climatically suitable areas to 2070 under two climate scenarios (RCP2.6 and RCP8.5), using 24 general circulation models.ResultsFor <jats:italic>S. a. atra</jats:italic>, under RCP2.6 scenario, we detected a 3% increase in the extent of climatically suitable areas in the Alps (although with low model agreement), yet a 6% decrease under the RCP8.5 scenario. For <jats:italic>S. a. prenjensis</jats:italic>, we detected a decrease in the extent of climatically suitable areas in the Dinarides between 7% and 45% (RCP2.6 and RCP8.5, respectively). The SDM predictions for the entire species were most in line with those of the <jats:italic>S. a. atra</jats:italic> model. Although climate variables were not equally strong in predicting the climatic suitability for both lineages, the minimum temperature of the coldest month revealed an important predictor for the entire species, with clear decreases in suitability towards higher temperature.Main ConclusionsAll models reveal a considerable decrease in climate suitability throughout most of the range of <jats:italic>S. atra</jats:italic>, which is particularly visible in the Dinarides. We highlight the importance of considering intraspecific variation when modelling climate change impacts on geographically differentiated species whose populations vary in their climatic niche. We provide our study results (occurrence data and maps) via a web application that can be useful for guiding conservation efforts.","PeriodicalId":15299,"journal":{"name":"Journal of Biogeography","volume":null,"pages":null},"PeriodicalIF":3.4000,"publicationDate":"2024-09-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A Multi‐Modelling Approach for Informing the Conservation of a Cold‐Adapted Terrestrial Amphibian in the Face of Climate Change\",\"authors\":\"Mirza Čengić, Emina Šunje, Lucio Bonato, Raoul Van Damme, Rob H. J. Lenders, Mark A. J. Huijbregts, Lada Lukić Bilela, Aafke M. Schipper\",\"doi\":\"10.1111/jbi.15005\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"AimWe aimed to assess potential climate change impacts on the distribution of a cold‐adapted terrestrial amphibian that shows strong intraspecific differentiation.LocationAlps and Dinarides.TaxonAlpine salamander (<jats:italic>Salamandra atra</jats:italic>).MethodsWe built SDMs for each of two major intraspecific lineages (<jats:italic>S. a. atra</jats:italic>, which is found throughout the Northern Alps, and <jats:italic>S. a. prenjensis</jats:italic>, which appears sparsely along the Dinarides) and for the entire species, using occurrence points from a carefully curated database, climate data with 1 km<jats:sup>2</jats:sup> spatial resolution and eight modelling techniques. We projected climatically suitable areas to 2070 under two climate scenarios (RCP2.6 and RCP8.5), using 24 general circulation models.ResultsFor <jats:italic>S. a. atra</jats:italic>, under RCP2.6 scenario, we detected a 3% increase in the extent of climatically suitable areas in the Alps (although with low model agreement), yet a 6% decrease under the RCP8.5 scenario. For <jats:italic>S. a. prenjensis</jats:italic>, we detected a decrease in the extent of climatically suitable areas in the Dinarides between 7% and 45% (RCP2.6 and RCP8.5, respectively). The SDM predictions for the entire species were most in line with those of the <jats:italic>S. a. atra</jats:italic> model. Although climate variables were not equally strong in predicting the climatic suitability for both lineages, the minimum temperature of the coldest month revealed an important predictor for the entire species, with clear decreases in suitability towards higher temperature.Main ConclusionsAll models reveal a considerable decrease in climate suitability throughout most of the range of <jats:italic>S. atra</jats:italic>, which is particularly visible in the Dinarides. We highlight the importance of considering intraspecific variation when modelling climate change impacts on geographically differentiated species whose populations vary in their climatic niche. 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引用次数: 0
摘要
方法 我们为两个主要的种内系(S. a. atra,在整个阿尔卑斯山北部都有分布;S. a. prenjensis,在迪纳里德斯山脉分布稀少)和整个物种建立了SDM。a. prenjensis)以及整个物种建立了可持续发展模式,其中使用了精心策划的数据库中的出现点、空间分辨率为 1 平方公里的气候数据以及八种建模技术。结果对于 S. a. atra,在 RCP2.6 情景下,我们发现阿尔卑斯山气候适宜区的范围增加了 3%(尽管模型的一致性较低),而在 RCP8.5 情景下则减少了 6%。对于 S. a. prenjensis,我们发现迪纳里德斯气候适宜区的范围减少了 7% 到 45%(分别为 RCP2.6 和 RCP8.5)。SDM对整个物种的预测与S.虽然气候变量在预测两个种系的气候适宜性方面的作用不尽相同,但最冷月的最低气温对整个物种来说是一个重要的预测因子,随着温度的升高,适宜性明显下降。我们强调了在模拟气候变化对地理上有差异的物种的影响时考虑种内差异的重要性,这些物种的种群在其气候生态位上存在差异。我们通过一个网络应用程序提供研究结果(出现数据和地图),该程序可用于指导保护工作。
A Multi‐Modelling Approach for Informing the Conservation of a Cold‐Adapted Terrestrial Amphibian in the Face of Climate Change
AimWe aimed to assess potential climate change impacts on the distribution of a cold‐adapted terrestrial amphibian that shows strong intraspecific differentiation.LocationAlps and Dinarides.TaxonAlpine salamander (Salamandra atra).MethodsWe built SDMs for each of two major intraspecific lineages (S. a. atra, which is found throughout the Northern Alps, and S. a. prenjensis, which appears sparsely along the Dinarides) and for the entire species, using occurrence points from a carefully curated database, climate data with 1 km2 spatial resolution and eight modelling techniques. We projected climatically suitable areas to 2070 under two climate scenarios (RCP2.6 and RCP8.5), using 24 general circulation models.ResultsFor S. a. atra, under RCP2.6 scenario, we detected a 3% increase in the extent of climatically suitable areas in the Alps (although with low model agreement), yet a 6% decrease under the RCP8.5 scenario. For S. a. prenjensis, we detected a decrease in the extent of climatically suitable areas in the Dinarides between 7% and 45% (RCP2.6 and RCP8.5, respectively). The SDM predictions for the entire species were most in line with those of the S. a. atra model. Although climate variables were not equally strong in predicting the climatic suitability for both lineages, the minimum temperature of the coldest month revealed an important predictor for the entire species, with clear decreases in suitability towards higher temperature.Main ConclusionsAll models reveal a considerable decrease in climate suitability throughout most of the range of S. atra, which is particularly visible in the Dinarides. We highlight the importance of considering intraspecific variation when modelling climate change impacts on geographically differentiated species whose populations vary in their climatic niche. We provide our study results (occurrence data and maps) via a web application that can be useful for guiding conservation efforts.
期刊介绍:
Papers dealing with all aspects of spatial, ecological and historical biogeography are considered for publication in Journal of Biogeography. The mission of the journal is to contribute to the growth and societal relevance of the discipline of biogeography through its role in the dissemination of biogeographical research.