Z. Nazari, H. Ejtehadi, O. Mirshamsi, F. Memariani
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Nineteen bioclimatic variables were obtained from the WorldClim database and collinear variables were removed in a sequential manner with regard to the ecological knowledge of the plant. The maxent parameters were optimised with ENMeval R package. For evaluating the performance of the Maxent model, the Area under curve value (AUC) was calculated. The results showed that the model performance was excellent. Analysis of variable contribution demonstrated that the distribution of this species is most influenced by the Annual Mean Temperature. We revealed that the area about 22,005.5 km2 is highly suitable for F. microcolea that is principally located in Chaharmahal and Bakhtiari province. Although this region is rich in biodiversity, greater focus should be paid to its conservation. 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引用次数: 0
摘要
微阿魏木香。是伊朗的一种特有植物,近几十年来,它的一些栖息地遭到了破坏。由于决定其潜在分布的生物气候变量定义不清,因此需要进行具体分析。在本研究中,物种分布模型用于实现以下目标:(i)确定限制该物种在伊朗分布的生物气候因素;(ii)使用Maxent生成微藻F. microcolea的潜在生境适宜性图;(iii)确定该物种可能存在的高度适宜区域;(iv)评估最终模型。在伊朗,共有66份微大肠杆菌记录作为发生资料。从WorldClim数据库中获得了19个生物气候变量,并按顺序删除了与植物生态知识相关的共线性变量。利用ENMeval R软件包对各参数进行优化。为了评价Maxent模型的性能,计算了曲线下面积(Area under curve value, AUC)。结果表明,该模型具有良好的性能。变量贡献分析表明,该树种的分布受年平均气温的影响最大。结果表明,微孢子虫的生长区域约为22,005.5 km2,主要分布在查哈尔马哈尔省和巴赫蒂亚里省。尽管该地区生物多样性丰富,但应更加重视对其的保护。研究结果为该物种在伊朗的生境保护提供了科学依据。
Modelling potential distribution of an endemic plant (Ferula Microcolea) based on bioclimatic variables in Iran
Ferula microcolea (Boiss.) Boiss. is an endemic plant in Iran that some of its habitats have been destroyed in recent decades. Since the bioclimatic variables which determine its potential distribution, are poorly defined, a specific analysis is needed. In this study, the species distribution modelling was used for reaching these goals: (i) identifying the bioclimatic factors that constrain the distribution of this species in Iran, (ii) generating a potential habitat suitability map for F. microcolea using Maxent (iii) determining the high suitable areas where this species could be present (iv) evaluating the final model. In all, 66 records of F. microcolea in Iran were used as the occurrence data. Nineteen bioclimatic variables were obtained from the WorldClim database and collinear variables were removed in a sequential manner with regard to the ecological knowledge of the plant. The maxent parameters were optimised with ENMeval R package. For evaluating the performance of the Maxent model, the Area under curve value (AUC) was calculated. The results showed that the model performance was excellent. Analysis of variable contribution demonstrated that the distribution of this species is most influenced by the Annual Mean Temperature. We revealed that the area about 22,005.5 km2 is highly suitable for F. microcolea that is principally located in Chaharmahal and Bakhtiari province. Although this region is rich in biodiversity, greater focus should be paid to its conservation. Our findings provide a scientific basis for the habitats conservation of this species in Iran.
期刊介绍:
Acta Botanica Hungarica publishes papers by scientists of Hungary and of surrounding countries working on the topics listed below. Studies by foreign researchers written in the framework of international projects and cooperations are also welcome. Main subjects: plant anatomy and histology, cryptogam and phanerogam taxonomy, molecular phylogeny, plant geography, plant sociology, vegetation science, tropical botany, ethnobotany, paleobotany and palynology. Publishes book reviews and advertisements.