基于GIS的北京市生态脆弱性评价

    Ecological Vulnerability Assessment in Beijing Based on GIS Spatial Analysis

    • 摘要: 城市化背景下"社会-自然"耦合生态系统的生态脆弱性评价成为当今研究热点。以GIS为平台,使用SPOT5和Landsat 8 OLI遥感数据等多元数据,运用"敏感、弹性和压力"生态脆弱性评估框架模型,结合空间主成分分析法,计算北京市生态脆弱度(EVI)、生态敏感度(ESI)、生态弹性度(EEI)和生态压力度(EPI),进行生态脆弱性评价。结果表明:(1)北京市生态脆弱性整体程度呈中等水平,但城镇区域生态脆弱性偏高(极高和高度脆弱区面积占北京市总面积的34%),山地林区生态脆弱性较低(一般脆弱区占研究区总面积的11%)。(2)生态脆弱性的敏感度、弹性度和压力度的权重系数分别为0.196、0.526和0.278,平原地区植被覆盖度低和城镇建设用地比例过高是北京市生态脆弱性的主要影响因子。(3)EVI、ESI、EEI和EPI与土地利用方式均呈显著相关,其中EVI与建设用地相关性最大,Pearson相关系数为0.80。(4)建议北京市生态保护和恢复工作应针对不同区域的脆弱性特征采取相应措施,进行优化实施。

       

      Abstract: With the development of urbanization and industrialization, ecological environment problems have been increasing imminently. Ecological vulnerability has become a hot spot study area of global change and land use/cover change. This paper demonstrates an illustrative analytical framework for assessing ecological vulnerability in Beijing City by spatial principal component analysis resolutions. And ecological vulnerability index system for multiple spatial variables, based on remote sensing data of the year of 2013 and other aspects of spatial ecological environment data, was established from ecological sensitivity index (ESI), ecological elasticity index (EEI) and ecological pressure index (EPI). The results are as follows:(1) Beijing's overall ecological vulnerability is at medium level, but the urban vulnerability index is higher than other districts (extremely high and highly vulnerable areas account for 34% of the total area of Beijing), and the vulnerability index of mountain forest areas are relatively lower (general vulnerability areas account for 11% of total areas). (2) The weight coefficients of ecology sensitivity, elasticity and pressure are 0.196, 0.526 and 0.278. (3) EVI, ESI, EEI, EPI are closely related to LUCC for significant correlations, and the correlation between construction land and EVI is the largest (Pearson correlation coefficient is 0.80). In short, ecological protection measures have good effects on ecological restoration, and some effective measures should be carried out for urban ecological protection.

       

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