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    气候变化与人类活动对盐生植被的影响—以柽柳为例

    Impacts of climate change and human activities on saline vegetation-an example of Tamarix chinensis

    • 摘要: 柽柳广泛分布于我国北方地区,不仅具有治理盐渍化、防止水土流失等生态价值,还拥有极高的药用价值和经济价值。综合地理信息系统、遥感、物种分布模型和生态位模型等理论与技术,基于ENMeval包建立优化的MaxEnt模型,采用371条分布记录和13个环境变量模拟柽柳现代与未来不同气候情景潜在分布区,综合环境因子变量贡献度、刀切法评估制约现代柽柳潜在地理分布的重要因子,定量评估柽柳受威胁潜在地理分布区域和面积。结果表明:(1)RM = 1.5和FC = LQHPT是最优模型参数,AUC平均值为0.906±0.005,模型预测结果可信度高,环境因子影响下的现代柽柳潜在适生区的面积为32.69×105 km2,人类活动影响下适生区面积28.48×105 km2。(2)柽柳现代高度适生区集中分布在新疆、甘肃东北部、内蒙古西部、宁夏北部、北京东南部、天津、河北东部和山东北部。年平均气温(Bio1)、气温季节性变动系数(Bio4)、碱化度(ESP)、距河流距离、年均日照时数是制约柽柳分布的主要环境因子。(3)柽柳各个时期的地理分布范围存在差异,未来气候情景下柽柳分布的平均中心向东南移动,新疆、甘肃、内蒙古西部、青海北部、河北西部和山东北部是柽柳的稳定适生区。随着全球变暖的加剧,人类活动持续增强,本研究对应对未来多种气候情景下的柽柳保护具有借鉴意义。

       

      Abstract: Tamarix chinensis Lour. is widely distributed in the northern region of China, which not only has ecological values such as managing salinization and preventing soil erosion, but also possesses high medicinal and economic values. Integrating the theories and techniques of geographic information systems (GIS), remote sensing, species distribution models, and ecological niche modeling, we established the optimized MaxEnt model based on the ENMeval package, and simulated the potential distribution areas of T. chinensis in modern and future different climate scenarios by employing 371 distribution records and 13 environmental variables. We used 371 distribution records and 13 environmental variables to simulate the potential distribution areas of T. chinensis under different climate scenarios in the modern and future. The contribution rate of the environmental factor variables and the knife-cut test were used to evaluate the important factors constraining the potential geographic distribution of modern T. chinensis, and to quantitatively assess the potential geographic distribution area and size of T. chinensis under threat. The results showed that: (1) RM = 1.5 and FC = LQHPT were the optimal model parameters, the mean value of AUC was 0.906 ± 0.005, and the credibility of the model prediction results was high, the area of the potentially suitable area of modern T. chinensis under the influence of environmental factors only was 32.69×105 km2, and the area of the suitable area under the influence of human activities was 28.48×105 km2. (2) The area of the potentially suitable area of T. chinensis under the modern Highly suitable areas are concentrated in Xinjiang, northeastern Gansu, western Inner Mongolia, northern Ningxia, southeastern Beijing, Tianjin, eastern Hebei and northern Shandong. Mean annual air temperature (Bio1), coefficient of seasonal variation of air temperature (Bio4), alkalinity (ESP), distance from rivers, and mean annual sunshine hours are the main environmental factors governing the distribution of T. chinensis. (3) The geographical distribution range of T. chinensis varies in each period, and the mean center of T. chinensis distribution moves southeastward under the future climate scenario, with Xinjiang, Gansu, western Inner Mongolia, northern Qinghai, western Hebei, and northern Shandong being stable and suitable areas for T. chinensis. As global warming intensifies and human activities continue to increase, this study has implications for the conservation of T. chinensis under various climate scenarios in the future.

       

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