Seebens Hanno, Bacher Sven, Blackburn Tim M, Capinha César, Dawson Wayne, Dullinger Stefan, Genovesi Piero, Hulme Philip E, van Kleunen Mark, Kühn Ingolf, Jeschke Jonathan M, Lenzner Bernd, Liebhold Andrew M, Pattison Zarah, Pergl Jan, Pyšek Petr, Winter Marten, Essl Franz
Senckenberg Biodiversity and Climate Research Centre (SBiK-F), Frankfurt am Main, Germany.
Department of Biology, University of Fribourg, Fribourg, Switzerland.
Glob Chang Biol. 2020 Oct 1. doi: 10.1111/gcb.15333.
Biological invasions have steadily increased over recent centuries. However, we still lack a clear expectation about future trends in alien species numbers. In particular, we do not know whether alien species will continue to accumulate in regional floras and faunas, or whether the pace of accumulation will decrease due to the depletion of native source pools. Here, we apply a new model to simulate future numbers of alien species based on estimated sizes of source pools and dynamics of historical invasions, assuming a continuation of processes in the future as observed in the past (a business-as-usual scenario). We first validated performance of different model versions by conducting a back-casting approach, therefore fitting the model to alien species numbers until 1950 and validating predictions on trends from 1950 to 2005. In a second step, we selected the best performing model that provided the most robust predictions to project trajectories of alien species numbers until 2050. Altogether, this resulted in 3,790 stochastic simulation runs for 38 taxon-continent combinations. We provide the first quantitative projections of future trajectories of alien species numbers for seven major taxonomic groups in eight continents, accounting for variation in sampling intensity and uncertainty in projections. Overall, established alien species numbers per continent were predicted to increase from 2005 to 2050 by 36%. Particularly, strong increases were projected for Europe in absolute (+2,543 ± 237 alien species) and relative terms, followed by Temperate Asia (+1,597 ± 197), Northern America (1,484 ± 74) and Southern America (1,391 ± 258). Among individual taxonomic groups, especially strong increases were projected for invertebrates globally. Declining (but still positive) rates were projected only for Australasia. Our projections provide a first baseline for the assessment of future developments of biological invasions, which will help to inform policies to contain the spread of alien species.
在最近几个世纪里,生物入侵一直在稳步增加。然而,我们仍然缺乏对未来外来物种数量趋势的明确预期。特别是,我们不知道外来物种是否会继续在区域植物群和动物群中积累,或者积累速度是否会因本地源库的枯竭而下降。在此,我们应用一种新模型,基于源库估计规模和历史入侵动态来模拟未来外来物种数量,假设未来的过程将延续过去所观察到的情况(照常营业情景)。我们首先通过进行回溯法验证不同模型版本的性能,即将模型拟合到1950年之前的外来物种数量,并验证1950年至2005年趋势的预测。第二步,我们选择性能最佳、能提供最可靠预测的模型来预测直到2050年的外来物种数量轨迹。总共,这导致针对38个分类单元 - 大陆组合进行了3790次随机模拟运行。我们给出了八大洲七个主要分类类群未来外来物种数量轨迹的首次定量预测,考虑了采样强度的变化和预测中的不确定性。总体而言,预计各大洲已建立的外来物种数量从2005年到2050年将增加36%。特别是,预计欧洲在绝对数量(增加2543±237个外来物种)和相对数量方面都将大幅增加,其次是温带亚洲(增加1597±197个)、北美洲(增加1484±74个)和南美洲(增加1391±258个)。在各个分类类群中,预计全球无脊椎动物的增加尤为显著。预计只有澳大拉西亚的增长率会下降(但仍为正值)。我们的预测为评估生物入侵的未来发展提供了首个基线,这将有助于为控制外来物种扩散的政策提供信息。