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农田土壤重金属空间变异多尺度分析——以北京顺义土壤Cd为例
Multi scale analysis of spatial variability of heavy metals in farmland soils:Case study of soil Cd in Shunyi District of Beijing,China
【摘要】 为了揭示土壤重金属的空间分异性及其空间结构特征,对2007年北京市顺义区农田土壤采样数据中Cd含量进行多尺度分析,采用半方差分析法和尺度方差分析法定量刻画了土壤Cd空间变异的空间等级结构和特征尺度。结果表明:顺义区土壤Cd含量的变异系数为44.9%,达到中等强度变异,土壤Cd含量具有较强的空间自相关性,且存在空间多尺度结构,3.5、9.6 km左右为土壤Cd的两个特征尺度,其在小尺度上受土地利用强度的影响,大尺度上主要受土壤类型的影响。多尺度分析方法可定量化解析农田土壤重金属空间变异,有效识别不同尺度上的主导因素。
【Abstract】 In order to reveal the spatial heterogeneity and spatial structure characteristics of soil heavy metals, a multiscale analysis of Cd content in soil sampling data of 2007 in Beijing′ s Shunyi District was conducted. Using semi-variance analysis and scale analysis of variance methods, we quantitatively characterized the spatial hierarchy structure and feature scales of the spatial variations of soil Cd. The results showed that the Cd variation coefficient was 44.9% in farmland soil of Shunyi District, Beijing, and the coefficient of variation of soil Cd was moderate. The soil Cd content had strong spatial autocorrelation with a spatial multiscale structure; approximately 3.5 km and 9.6km were two feature scales of Cd. These feature scales, which were affected by land-use intensity at small scales, were mainly influenced by soil type at large scales. The multiscale analysis method can quantitatively analyze the spatial variability of heavy metals in farmland soil and identify the dominant factors at different scales.
【Key words】 heavy metal in soils; Cd content; spatial heterogeneity; multi-scale; characteristic scale;
- 【文献出处】 农业环境科学学报 ,Journal of Agro-Environment Science , 编辑部邮箱 ,2019年01期
- 【分类号】X53
- 【被引频次】8
- 【下载频次】590