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利用环境生态位建模和地统计学方法在多态性研究中理解巴尔干半岛西部的生物地理模式

Understanding biogeographical patterns in the western Balkan Peninsula using environmental niche modelling and geostatistics in polymorphic .

作者信息

Glasnović Peter, Temunović Martina, Lakušić Dmitar, Rakić Tamara, Grubar Valentina Brečko, Surina Boštjan

机构信息

Faculty of Mathematics, Natural Sciences and Information Technologies, University of Primorska, Glagoljaška, Koper, Slovenia.

Faculty of Forestry, Department of Forest Genetics, Dendrology and Botany, University of Zagreb, Svetošimunska, Zagreb, Croatia.

出版信息

AoB Plants. 2018 Oct 11;10(6):ply064. doi: 10.1093/aobpla/ply064. eCollection 2018 Dec.

Abstract

The Balkan Peninsula represents one of the three southern European glacial refugia where biodiversity persisted throughout the climatically unstable Quaternary. This study considered the 'refugia within refugia' model, which assumes the environmental heterogeneity over time and space in larger refugia. To better understand patterns shaped during the Quaternary climatic oscillations, the present and last glacial maximum (LGM) environmental conditions and current morphological variability of , an endemic plant of the western Balkans with a well-known therphical structure, were considered. Potential present and LGM distributions were studied through environmental niche modelling using 161 data of occurrences and six bioclimatic variables, hindcasting the model to LGM conditions using three different global circulation models. To test the geographical variability of the reproductive region, 41 characters of 667 inflorescences from 35 populations within the distribution range were measured. Geographical patterns, using geostatistics together with univariate and multivariate statistical approaches, were analysed. The environmental niche model suggested the current potential distribution in correspondence to its known occurrences. The hindcast to LGM conditions suggested two separate areas of environmental suitability, one in the present-day northern Adriatic coast of Croatia (Istrian Peninsula, Kvarner) and another on the present-day south-eastern Adriatic coast (southern Dalmatia, Montenegro and northern Albania). Morphological variability showed a similar pattern, where southern populations separated from northern populations according to a major split in the central part of its distribution range (central Dalmatia). On other levels, stronger barriers were predicted to separate northern populations from the eastern Istrian Peninsula and the Kvarner area. The results suggested congruent biogeographical patterns to the already known phylogeographical structure. Both environmental niche modelling and the geographical variability of morphological characters suggested spatial partitioning, indicating the potential presence of two separate refugia during the LGM.

摘要

巴尔干半岛是欧洲南部三个冰川避难所之一,在气候不稳定的第四纪期间,生物多样性在此得以延续。本研究考虑了“避难所中的避难所”模型,该模型假设在较大的避难所中环境随时间和空间存在异质性。为了更好地理解第四纪气候振荡期间形成的模式,研究了西巴尔干地区一种具有著名热结构的特有植物的当前和末次盛冰期(LGM)环境条件以及当前的形态变异性。通过使用161个出现数据和六个生物气候变量进行环境生态位建模,研究了潜在的当前和LGM分布,并使用三种不同的全球环流模型将模型回推到LGM条件。为了测试繁殖区域的地理变异性,测量了分布范围内35个种群的667个花序的41个特征。使用地统计学以及单变量和多变量统计方法分析了地理模式。环境生态位模型表明当前潜在分布与其已知出现情况相符。回推到LGM条件表明有两个独立的环境适宜区域,一个在当今克罗地亚亚得里亚海北部海岸(伊斯特拉半岛、克瓦内尔),另一个在当今亚得里亚海东南海岸(达尔马提亚南部、黑山和阿尔巴尼亚北部)。形态变异性显示出类似的模式,南部种群与北部种群根据其分布范围中部(达尔马提亚中部)的一个主要分裂而分开。在其他层面上,预计有更强的屏障将北部种群与伊斯特拉半岛东部和克瓦内尔地区分开。结果表明生物地理模式与已知的系统发育地理结构一致。环境生态位建模和形态特征的地理变异性均表明存在空间划分,这表明在LGM期间可能存在两个独立的避难所。

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