Guo Kun, Zhong Jun, Xie Fan, Zhu Lin, Qu Yan-Fu, Ji Xiang
Jiangsu Key Laboratory for Biodiversity and Biotechnology College of Life Sciences Nanjing Normal University Nanjing China.
College of Life and Environmental Sciences Wenzhou University Wenzhou China.
Ecol Evol. 2021 May 11;11(13):8573-8584. doi: 10.1002/ece3.7671. eCollection 2021 Jul.
Coexisting species may experience population and range changes alone or jointly in response to environmental change. Here, we used six climate variables and ten modeling algorithms to predict the distribution of two species (. and . ) in China. We identified the sympatric and allopatric areas by comparing projections between the two species based on habitat suitability under present and future climate scenarios. We constructed the hypervolumes of six climate variables for the two species and then evaluated overlaps between hypervolumes. From this study, we know the following. First, minimum temperature of coldest month contributes the most to the prediction of habitat suitability. Second, habitats suitable for the two species will shift northward in response to climate warming. Third, the range of will expand across the four future time intervals before 2,100, namely the 2021-2040, 2041-2060, 2061-2080, and 2081-2100 intervals, under both Shared socioeconomic pathway (SSP) 245 and SSP585 scenarios, and the range of will also expand in the future except at the 2081-2100 interval under the SSP585 scenario. Fourth, the sympatric areas will contract or expand under the SSP245 scenario and expand across the four future time intervals before 2,100 under the SSP585 scenario. Fifth, the niche hypervolumes of the two species partially overlapped, and the differences in niche centroid show some degree of niche differentiation between the two species. These results allow to conclude that climate warming will not only drive the northward drift of sympatric areas but also increase the size of these areas if nothing is done to limit the emission of greenhouse gases. Given the existence of hybridization and introgression between and in the field where they coexist, we also conclude that climate warming will increase chances of hybridization and introgression between the two species.
共存物种可能会单独或共同经历种群和分布范围的变化,以响应环境变化。在此,我们使用六个气候变量和十种建模算法来预测中国两种物种(. 和. )的分布。我们通过比较基于当前和未来气候情景下栖息地适宜性的两种物种的预测结果,确定了同域分布和异域分布区域。我们构建了这两种物种的六个气候变量的超体积,然后评估超体积之间的重叠情况。从这项研究中,我们了解到以下几点。第一,最冷月的最低温度对栖息地适宜性预测的贡献最大。第二,适合这两种物种的栖息地将随着气候变暖向北转移。第三,在共享社会经济路径(SSP)245和SSP585情景下, 在2100年之前的四个未来时间间隔,即2021 - 2040年、2041 - 2060年、2061 - 2080年和2081 - 2100年期间,其分布范围将扩大,并且 在未来也将扩大,但在SSP585情景下的2081 - 2100年间隔除外。第四,在SSP245情景下同域分布区域将收缩或扩大,而在SSP585情景下在2100年之前的四个未来时间间隔内将扩大。第五,这两种物种的生态位超体积部分重叠,并且生态位质心的差异表明这两种物种之间存在一定程度的生态位分化。这些结果可以得出结论,如果不采取措施限制温室气体排放,气候变暖不仅会推动同域分布区域向北漂移,还会增加这些区域的面积。鉴于 在它们共存的野外存在杂交和基因渗入现象,我们还得出结论,气候变暖将增加这两种物种之间杂交和基因渗入的机会。