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北京地区多气溶胶遥感参量与PM2.5相关性研究

Correlation between remote sensing aerosol parameters and PM2.5 in Beijing

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【作者】 王家成朱成杰朱勇陈曙光

【Author】 WANG Jia-cheng;ZHU Cheng-jie;ZHU Yong;CHEN Shu-guang;College of Physics and Electronic Engineering,Fuyang Normal University;Key Laboratory of General Optical Calibration and Characterization Techniques,Chinese Academy of Sciences;Remote Sensing Laboratory,Anhui Institute of Optics and Fine Mechanics,Chinese Academy of Sciences;

【机构】 阜阳师范学院物理与电子工程学院中国科学院通用光学辐射定标与表征重点实验室中国科学院安徽光学精密机械研究所光学遥感中心

【摘要】 利用卫星和地基遥感气溶胶数据分析了北京地区多气溶胶性质参量与PM2.5的相关性,提出了计算粒子直径小于2.5μm的气溶胶体积浓度和光学厚度(AOD)的方法,并用该方法对2012年3~9月北京地区地基遥感气溶胶体积浓度和光学厚度进行了尺度校正.结果表明:多种气溶胶遥感参量如气溶胶光学厚度、体积浓度和质量浓度等均与PM2.5存在一定的相关性;相比于卫星遥感参量,地基遥感参量与PM2.5的相关性更好;各波段的总气溶胶光学厚度与PM2.5的相关性随波长的增加而减小;经粒子尺度校正后,气溶胶的体积浓度和长波段总气溶胶光学厚度与PM2.5的相关性明显增加.

【Abstract】 The correlation between aerosol parameters and PM2.5 were analyzed by using satellite and ground based remote sensing data. Meanwhile a method which can calculate volume concentration and aerosol optical depth(AOD) with diameter less than 2.5μm was presented and used to correct the volume concentration and AOD obtained from ground based remote sensing between March and September 2012. The results showed that a variety of aerosol remote sensing parameters such as AOD, volume and mass concentration etc. exhibited significant correlations with PM2.5. The correlations between ground based remote sensing parameters and PM2.5 were better than those between the satellite remote sensing parameters and PM2.5. The correlation coefficients between total AOD and PM2.5 decreased with wavelength increase. Correlations of the aerosol volume concentration and long wavelength AOD with PM2.5 increased significantly after the particle size correction.

【关键词】 气溶胶PM2.5遥感北京地区
【Key words】 aerosolPM2.5remote sensingBeijing
【基金】 国家自然科学基金项目(11273008);安徽省自然科学基金项目(1408085MD70);安徽省高校自然科学项目(2014KJ011,2014KJ020)
  • 【文献出处】 中国环境科学 ,China Environmental Science , 编辑部邮箱 ,2015年07期
  • 【分类号】X513;X87
  • 【被引频次】33
  • 【下载频次】733
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