School of Zoology, Faculty of Life Sciences, Tel Aviv University, Tel Aviv, 69978, Israel.
Sci Rep. 2019 Nov 1;9(1):15861. doi: 10.1038/s41598-019-52256-9.
Estimating the potential distribution of invasive species has been primarily achieved by employing species distribution models (SDM). Recently introduced joint species distribution models (JSDM) that include species interactions are expected to improve model output. Here we compare the predictive ability of SDM and JSDM by modelling the distribution of one of the most prolific avian invaders in the world, the common myna (Acridotheres tristis), in a recent introduction in Israel. Our results indicate that including information on the local species composition did not improve model accuracy, possibly because of the unique characteristics of this species that include broad environmental tolerance and behavior flexibility. However, the JSDM provided insights into co-occurrence patterns of common mynas and their local heterospecifics, suggesting that at this time point, there is no evidence of species exclusion by common mynas. Our findings suggest that the invasion potential of common mynas depends greatly on urbanization and less so on the local species composition and reflect the major role of anthropogenic impact in increasing the distribution of avian invaders.
估计入侵物种的潜在分布主要是通过物种分布模型(SDM)来实现的。最近引入的包含物种相互作用的联合物种分布模型(JSDM)有望改善模型输出。在这里,我们通过对以色列最近引入的世界上最多产的鸟类入侵物种之一普通八哥(Acridotheres tristis)的分布进行建模,比较了 SDM 和 JSDM 的预测能力。我们的结果表明,包含关于当地物种组成的信息并没有提高模型的准确性,这可能是因为该物种具有广泛的环境耐受性和行为灵活性等独特特征。然而,JSDM 提供了关于普通八哥及其本地异源种共同出现模式的见解,表明在此时点,没有证据表明普通八哥排斥其他物种。我们的研究结果表明,普通八哥的入侵潜力在很大程度上取决于城市化,而与当地物种组成的关系较小,这反映了人为影响在增加鸟类入侵物种分布方面的主要作用。