Li Xianping, Chen Xiaoyun, Zhu Huimin, Ren Zhuhong, Jiao Jiaguo, Hu Feng, Liu Manqiang
Soil Ecology Lab College of Resources and Environmental Sciences Nanjing Agricultural University Nanjing China.
Jiangsu Key Laboratory for Solid Organic Waste Utilization Jiangsu Collaborative Innovation Center for Solid Organic Waste Resource Utilization Nanjing China.
Ecol Evol. 2020 May 27;10(13):6732-6740. doi: 10.1002/ece3.6406. eCollection 2020 Jul.
Both contemporary and historical factors are documented to be crucial in regulating species diversity and distribution. Soil fauna contribute substantially to global biodiversity and ecosystem functioning, while it is unclear whether and to what extent historical factors shape their diversity patterns. Here, we used soil nematodes as a model organism to test historical effects on soil fauna and to investigate the relative importance of climatic, soil, and historical factors. Based on nematode distribution data in 16 natural sites at a large scale (ranging from 22 to 40°N) in mainland China, we conducted elastic net regression model to test the effects of climatic (e.g., mean and seasonality of temperature/precipitation), soil (e.g., soil carbon, nitrogen, and pH), and historical (e.g., temperature/precipitation anomaly and the velocity of the change since the Last Glacial Maximum) variables on nematode genus richness and Shannon's diversity. Additionally, variation partitioning was used to determine the contribution of the three predictor sets to the explanation of both Jaccard and Bray-Curtis community dissimilarity. We found that climate generally explained more variations in both diversity and composition than soil and historical predictors in our samples. We also showed that although historical factors (e.g., temperature change velocity) were correlated with nematode diversity and composition, the pure effects of these historical factors were negligible. In other words, the historical effects were commonly represented by their interactions with current climatic and soil factors within our selected sites. Our results indicated that contemporary factors, especially climate, may outperform historical factors in regulating soil nematode diversity patterns at large scales.
当代和历史因素都被证明在调节物种多样性和分布方面至关重要。土壤动物群对全球生物多样性和生态系统功能有重大贡献,然而尚不清楚历史因素是否以及在何种程度上塑造了它们的多样性模式。在这里,我们以土壤线虫作为模式生物来测试历史因素对土壤动物群的影响,并研究气候、土壤和历史因素的相对重要性。基于中国大陆16个自然地点(北纬22度至40度)的线虫分布数据,我们进行弹性网络回归模型,以测试气候(例如温度/降水的平均值和季节性)、土壤(例如土壤碳、氮和pH值)和历史(例如温度/降水异常以及自末次盛冰期以来的变化速度)变量对线虫属丰富度和香农多样性的影响。此外,变异分解用于确定这三个预测变量集对解释Jaccard和Bray-Curtis群落差异的贡献。我们发现,在我们的样本中,气候通常比土壤和历史预测变量能解释更多的多样性和组成变化。我们还表明,尽管历史因素(例如温度变化速度)与线虫多样性和组成相关,但这些历史因素的纯效应可以忽略不计。换句话说,历史效应通常通过它们与所选地点内当前气候和土壤因素的相互作用来体现。我们的结果表明,在大尺度上调节土壤线虫多样性模式方面,当代因素,尤其是气候,可能比历史因素更重要。