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Source apportionment of PM10 at a small industrial area using Positive Matrix Factorization

机译:使用正矩阵分解的小工业区PM10的源分配

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摘要

In this study, PM10-bound concentrations of 28 trace metals and 3 ionic components were measured from samples collected at Daejeon Industrial Complexes I and II, Korea from April 2000 to December 2002. Positive matrix factorization (PMF) and conditional probability function (CPF) were applied to these PM data sets to identify the diverse sources in the industrial area. A total of nine source types were identified to be important which include: secondary aerosol, cement/construction, soil dust, road dust, vehicle exhaust, incineration/Pb-related industry, metal smelting, fossil fuel combustion, and field burning. Results of our study suggest that there are competing relationships between anthropogenic and natural source processes in this industrial area.
机译:在这项研究中,测量了2000年4月至2002年12月在韩国大田工业园区I和II收集的样品中28种痕量金属和3种离子成分与PM10结合的浓度。正矩阵分解(PMF)和条件概率函数(CPF)将这些数据应用于这些PM数据集,以识别工业领域中的各种来源。总共确定了九种重要的排放源类型,包括:二次气溶胶,水泥/建筑,土壤粉尘,道路扬尘,汽车尾气,焚烧/铅相关行业,金属冶炼,化石燃料燃烧和现场燃烧。我们的研究结果表明,在这个工业领域,人为和自然资源过程之间存在竞争关系。

著录项

  • 来源
    《Atmospheric research》 |2010年第1期|88-100|共13页
  • 作者单位

    Department of Nuclear Basic Science, Korea Atomic Energy Research Institute, Daejeon 305-353, Republic of Korea;

    Department of Environmental Engineering, Chungnam National University, Daejeon 305-764, Republic of Korea;

    Department of Nuclear Basic Science, Korea Atomic Energy Research Institute, Daejeon 305-353, Republic of Korea;

    Department of Nuclear Basic Science, Korea Atomic Energy Research Institute, Daejeon 305-353, Republic of Korea;

    Department of Earth and Environmental Sciences, Sejong University, Seoul 143-747, Republic of Korea;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    PM10; small industrial area; positive matrix factorization; conditional probability function;

    机译:PM10;小工业区;正矩阵分解;条件概率函数;

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