上海市PM2.5的时空分布特征及污染评估

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首先选取2014年01-05月的上海市空气质量(AQI)日报,对首要污染物出现的频率做出统计分析,同时借助SPSS,绘制并分析全市日平均PM2.5的时间分布图.然后根据上海市PM2.5的10个监测站点2014年01月-04月的PM2.5实时数据,对监测站点进行聚类分析,以发现各监测站点PM2.5的空间分布特征.最后根据聚类结果,按照《环境空气质量标准》,对PM2.5分区进行污染评估.研究表明,PM2.5是上海市现阶段空气中的首要污染物;全市日平均PM2.5浓度整体呈下降趋势;冬季PM2.5污染程度整体明显高于春季;聚类结果第一类青浦淀山湖站属于一类区,其PM2.5平均浓度远远超出一级环境空气污染物的浓度限值;第二三类属于二类区,其中浦东川沙站、浦东张江站PM2.5平均浓度稍低于二级环境空气污染物的浓度限值,而其他监测站点则高出二级环境空气污染物的浓度限值.
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