Using species distribution modeling to delineate the botanical richness patterns and phytogeographical regions of China

doi:10.1038/srep22400

	Using species distribution modeling to delineate the botanical richness patterns and phytogeographical regions of China
	Zhang, Ming-Gang ; Slik, J. W. Ferry ; Ma, Ke-Ping
	2016
发表期刊	SCIENTIFIC REPORTS
ISSN	2045-2322
卷号	6
摘要	The millions of plant specimens that have been collected and stored in Chinese herbaria over the past similar to 110 years have recently been digitized and geo-referenced. Here we use this unique collection data set for species distribution modeling exercise aiming at mapping & explaining the botanical richness; delineating China's phytogeographical regions and investigating the environmental drivers of the dissimilarity patterns. We modeled distributions of 6,828 woody plants using MaxEnt and remove the collection bias using null model. The continental China was divided into different phytogeographical regions based on the dissimilarity patterns. An ordination and Getis-Ord Gi* hotspot spatial statistics were used to analysis the environmental drivers of the dissimilarity patterns. We found that the annual precipitation and temperature stability were responsible for observed species diversity. The mechanisms causing dissimilarity pattern seems differ among biogeographical regions. The identified environmental drivers of the dissimilarity patterns for southeast, southwest, northwest and northeast are annual precipitation, topographic & temperature stability, water deficit and temperature instability, respectively. For effective conservation of China's plant diversity, identifying the historical refuge and protection of high diversity areas in each of the identified floristic regions and their subdivisions will be essential.
学科领域	Multidisciplinary Sciences
DOI	10.1038/srep22400
收录类别	SCI
语种	英语
WOS关键词	BIOGEOGRAPHICAL REGIONS ; GEOGRAPHIC PATTERNS ; SPATIAL-ANALYSIS ; PLANT DIVERSITY ; SOUTHERN AFRICA ; BETA-DIVERSITY ; SAMPLE-SIZE ; CLIMATE ; ENVIRONMENT ; GRADIENTS
WOS研究方向	Science Citation Index Expanded (SCI-EXPANDED)
WOS记录号	WOS:000371055000001
出版者	NATURE PUBLISHING GROUP
文献子类	Article
出版地	LONDON
资助机构	CAS STS project [KFJ-EW-STS-020] ; Important Specialized Science and Technology Item of Shanxi Province [20121101011]
作者邮箱	kpma@ibcas.ac.cn
作品OA属性	gold, Green Published
引用统计	被引频次：47[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.ibcas.ac.cn/handle/2S10CLM1/25098
专题	植被与环境变化国家重点实验室
作者单位	1.[Zhang, Ming-Gang 2.Chinese Acad Sci, Inst Bot, State Key Lab Vegetat & Environm Change, Beijing 100093, Peoples R China 3.Shanxi Univ, Inst Loess Plateau, Taiyuan 030006, Peoples R China 4.Univ Brunei Darussalam, Fac Sci, BE-1410 Gadong, Brunei
推荐引用方式 GB/T 7714	Zhang, Ming-Gang,Slik, J. W. Ferry,Ma, Ke-Ping. Using species distribution modeling to delineate the botanical richness patterns and phytogeographical regions of China[J]. SCIENTIFIC REPORTS,2016,6.
APA	Zhang, Ming-Gang,Slik, J. W. Ferry,&Ma, Ke-Ping.(2016).Using species distribution modeling to delineate the botanical richness patterns and phytogeographical regions of China.SCIENTIFIC REPORTS,6.
MLA	Zhang, Ming-Gang,et al."Using species distribution modeling to delineate the botanical richness patterns and phytogeographical regions of China".SCIENTIFIC REPORTS 6(2016).

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