Species distribution models have limited spatial transferability for invasive species

doi:10.1111/ele.13577

	Species distribution models have limited spatial transferability for invasive species
	Liu, Chunlong 1,2,3,4,6; Wolter, Christian 1; Xian, Weiwei 4,5; Jeschke, Jonathan M.1,2,3
	2020-09-02
发表期刊	ECOLOGY LETTERS
ISSN	1461-023X
页码	11
通讯作者	Liu, Chunlong([email protected])
摘要	The reliability of transferring species distribution models (SDMs) to new ranges and future climates has been widely debated. Biological invasions offer the unique opportunity to evaluate model transferability, as distribution data between species' native and introduced ranges are geographically independent of each other. Here, we performed the first global quantitative synthesis of the spatial transferability of SDMs for 235 invasive species and assessed the association of model transferability with the focal invader, model choice and parameterisation. We found that SDMs had limited spatial transferability overall. However, model transferability was higher for terrestrial endotherms, species introduced from or to the Southern Hemisphere, and species introduced more recently. Model transferability was also positively associated with the number of presences for model calibration and evaluation, respectively, but negatively with the number of predictors. These findings highlight the importance of considering the characteristics of the focal invader, environment and modelling in the application and assessment of SDMs.
关键词	Accuracy Bayesian inference biogeographical experiments biological invasions ecological niche models invasive alien species model extrapolation model interpolation model parameterisation quantitative synthesis
DOI	10.1111/ele.13577
收录类别	SCI
语种	英语
资助项目	Second Tibetan Plateau Scientific Expedition and Research Program (STEP)[2019QZKK0501]; National Natural Science Foundation of China[31872568]; National Natural Science Foundation of China[31472016]; AlienScenarios Project - FEDER/Ministerio de Ciencia e Innovacion - Agencia Estatal de Investigacion[PCI2018-092966]; Deutsche Forschungsgemeinschaft (DFG)[JE 288/9-2]; Natural Science Foundation of China-Shandong Joint Fund for Marine Ecology and Environmental Sciences[U1606404]; Projekt DEAL; International IGB Fellowship Program in Freshwater Science
WOS研究方向	Environmental Sciences & Ecology
WOS类目	Ecology
WOS记录号	WOS:000565386600001
出版者	WILEY
引用统计	被引频次：101[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.qdio.ac.cn/handle/337002/168466
专题	海洋生态与环境科学重点实验室
通讯作者	Liu, Chunlong
作者单位	1.Leibniz Inst Freshwater Ecol & Inland Fisheries I, Berlin, Germany 2.Free Univ Berlin, Inst Biol, Berlin, Germany 3.Berlin Brandenburg Inst Adv Biodivers Res BBIB, Berlin, Germany 4.Chinese Acad Sci, Inst Oceanol, CAS Key Lab Marine Ecol & Environm Sci, Qingdao 266071, Peoples R China 5.Lab Marine Ecol & Environm Sci, Qingdao Natl Lab Marine Sci & Technol, Qingdao 266071, Peoples R China 6.Univ Girona, Fac Ciencies, Dept Ciencies Ambientals, Girona, Spain
推荐引用方式 GB/T 7714	Liu, Chunlong,Wolter, Christian,Xian, Weiwei,et al. Species distribution models have limited spatial transferability for invasive species[J]. ECOLOGY LETTERS,2020:11.
APA	Liu, Chunlong,Wolter, Christian,Xian, Weiwei,&Jeschke, Jonathan M..(2020).Species distribution models have limited spatial transferability for invasive species.ECOLOGY LETTERS,11.
MLA	Liu, Chunlong,et al."Species distribution models have limited spatial transferability for invasive species".ECOLOGY LETTERS (2020):11.

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