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Species distribution models have limited spatial transferability for invasive species
Liu, Chunlong1,2,3,4,6; Wolter, Christian1; Xian, Weiwei4,5; Jeschke, Jonathan M.1,2,3
2020-09-02
Source PublicationECOLOGY LETTERS
ISSN1461-023X
Pages11
Corresponding AuthorLiu, Chunlong(liuchunlong113@gmail.com)
AbstractThe 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.
KeywordAccuracy Bayesian inference biogeographical experiments biological invasions ecological niche models invasive alien species model extrapolation model interpolation model parameterisation quantitative synthesis
DOI10.1111/ele.13577
Indexed BySCI
Language英语
Funding ProjectSecond 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 Research AreaEnvironmental Sciences & Ecology
WOS SubjectEcology
WOS IDWOS:000565386600001
PublisherWILEY
Citation statistics
Cited Times:2[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.qdio.ac.cn/handle/337002/168466
Collection海洋生态与环境科学重点实验室
Corresponding AuthorLiu, Chunlong
Affiliation1.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
First Author AffilicationKey Laboratory of Marine Ecology & Environmental Sciences, CAS
Corresponding Author AffilicationKey Laboratory of Marine Ecology & Environmental Sciences, CAS
Recommended Citation
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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