中国南方松林地理替代分布规律及其气候主导因子研究

Geographic Alternative Distribution Pattern and Its Climate Dominant Factors of Pinus Forests in Southern China

  • 摘要: 为揭示中国南方地区松林替代分布规律及其气候制约因素,以云南松、高山松、华山松、思茅松和马尾松5个树种为研究对象,收集物种标本数据和生物气候因子数据,采用MaxEnt模型预测松属树种的地理分布,并通过判别式分析、方差分析、核密度分析和主成分分析的方法量化解析5个树种之间的生态位差异,从而去解释植被地理替代分布规律及其主导的气候因子。结果表明:5个树种的AUC值均大于0.9,说明适生区预测精确度较高; 5种松林存在明显的地理替代分布;昼夜温差月均值、等温性、温度变化方差是造成5个树种生态位分化的主导温度因子,最干月份降水量和最冷季度平均降水量是5个树种生态位分化的主导降水因子。由5个树种在不同气候因子生态幅变化的差异看出,温度的变化、季节性降水等表征气候季节性差异的变量是造成中国南方地区5种松林地理替代分布的主要原因。

     

    Abstract: The 5 dominant species of Pinus yunnanensis, P. densata, P. armandii, P. kesiya and P. massoniana were collected to reveal the alternative distribution patterns of Pinus forests and climatic constraints in southern China. MaxEnt model was used to predicted geographic distribution of Pinus forests after collecting the species and bio-climatic factors data. The differences of ecological niches among 5 species were quantified by discriminant analysis, variance analysis, kernel density analysis and principal component analysis to explain the geographic alternative distribution patterns of vegetation and dominant climatic factors. The results showed that prediction accuracy of habitat zone was higher as AUC values of the 5 Pinus forests were all greater than 0.9, indicating that the prediction accuracy of the suitable area was high; the typical geographic substitution distribution existed in 5 Pinus forests; the mean diurnal range, isothermality, and temperature seasonality were the dominant temperature factors causing the niche differentiation of the 5 species. And the precipitation in the driest month and the precipitation of coldest quarter were the dominant precipitation factors of the difference of ecological niche in 5 species. The differences of ecological amplitude variation among 5 Pinus forests in different climatic factors indicate the variables of characterizing seasonal differences, such as temperature change and seasonal precipitation were the main reason of geographic substitution in the distribution of the 5 Pinus forests in southern China.

     

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