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Ensemble forecasting of invasion risk for four alien springtail (Collembola) species in Antarctica

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Abstract

Biological invasions are one of the most important threats to Antarctic biodiversity. Springtails (Collembola) make up most of the diversity in soil arthropod communities in Antarctic terrestrial ecosystems. However, the potential range expansion of already established alien springtails and their consequent impacts on Antarctic ecosystems remains largely unknown. Species Distribution Models (SDMs) are a useful tool to identify areas potentially suitable for the geographical spread of alien species that are as yet unoccupied. In Antarctica, however, the application of SDMs is relatively less developed and initially received greater attention in marine rather than terrestrial environments. Here, we implement an ensemble forecasting approach and compute eight modelling algorithms to better understand the geographic distributions and potential range dynamics of four reportedly established alien springtail species (Hypogastrura viatica, Folsomia candida, Mesaphorura macrochaeta and Proisotoma minuta) on the Antarctic Peninsula. Our models identify several ice-free areas across the South Shetland Islands which offer highly suitable environmental conditions for establishment. Thus, biosecurity provisions ought to be reinforced in those sites more vulnerable to invasions. Model predictions of our ensemble SDM approach would benefit from additional field sampling effort across the introduced range and could be complemented with mechanistic models that critically need experimental physiological data to define the fundamental climatic niche of each species.

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Data Availability

The datasets generated and analysed during the current study are available in Zenodo (https://doi.org/10.5281/zenodo.4732381) and GitHub (https://github.com/gretacv/SDMcollembola).

Code availability

R code is available at https://github.com/gretacv/SDMcollembola.

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Acknowledgements

This research was supported by ANTECO research Grant (CGL2017-89820-P to M.A.O.T.) funded by the Spanish Ministry of Science and Innovation. We are grateful to Dr. Jesamine Bartlett and two anonymous reviewers for providing very helpful and constructive comments on earlier versions of this manuscript.

Funding

Research was funded by an Excellence R&D research Grant (CGL2017-89820-P) from the Spanish Ministry of Science, Innovation and Universities to MAO-T.

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Contributions

GCV, LRP, JB & MAO-T conceived and developed the study design. GCV performed the analyses and prepared a first draft. All authors discussed the outputs and contributed to the writing of the manuscript.

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Correspondence to Greta C. Vega.

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Vega, G.C., Pertierra, L.R., Benayas, J. et al. Ensemble forecasting of invasion risk for four alien springtail (Collembola) species in Antarctica. Polar Biol 44, 2151–2164 (2021). https://doi.org/10.1007/s00300-021-02949-7

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  • DOI: https://doi.org/10.1007/s00300-021-02949-7

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