光学 精密工程, 2017, 25 (7): 1697, 网络出版: 2017-10-30   

微脉冲激光雷达反演气溶胶的水平分布

Retrieval of horizontal distribution of aerosol mass concentration by micro pulse lidar
作者单位
1 中国科学院 安徽光学精密机械研究所 中国科学院大气成分与光学重点实验室, 安徽 合肥 230031
2 中国科学技术大学 研究生院科学岛分院, 安徽 合肥 230031
摘要
城市近地面气溶胶的分布随时空快速变化, 常用的地基定点监测只能获取区域内有限位置的气溶胶质量浓度, 大致反映区域内气溶胶的分布情况。为确定气溶胶和污染物在城市近地面水平路径上的分布情况,利用微脉冲激光雷达(MPL)、粒子计数器、能见度仪和颗粒物质量浓度监测仪获得的气溶胶数据, 根据Mie散射理论建立了气溶胶消光系数、粒子谱分布和质量浓度等参数的数学模型, 反演得到了水平路径上的气溶胶质量浓度分布。该方法可以以测量点为中心进行0~6 km的360°的水平扫描, 具有监测范围大、分辨率高的优点。最后开展了气溶胶水平分布的实际测量, 获得了距离6 km长的水平路径上近地面气溶胶质量浓度的实时分布。这为研究城市气溶胶的污染来源和动态变化提供了有效的数据支持。
Abstract
The distribution of aerosol over urban area is rapidly changed with space and time, thus common ground-based fixed-point monitoring can only obtain the mass concentration of aerosol on measuring points within the region, which roughly reflects the distribution of aerosol in the region. In order to determine the horizontal distribution of aerosol and pollutants over the urban area, based on the data obtained by Micro Pulse Lidar (MPL), particle counter, visiometer and particle mass concentration detector, a mathematical model in terms of aerosol extinction coefficient, particle spectrum distribution, mass concentration was established according to Mie scattering theory, inverting the horizontal distribution of aerosol mass concentration. Taking the measurement points as the center, the method can implement 360° horizontal scanning over 6 km, which exhibits large monitoring scope and high resolution. Furthermore, the horizontal distribution of aerosol was measured experimentally, obtaining the real-time distribution of aerosol mass concentration over 6 km on the horizontal path. It provides effective data supports for the research of pollution sources and dynamic changes of aerosol in urban regions.
参考文献

[1] 吴彬, 张筱萌, 王堰. 气溶胶辐射强迫效率研究[J]. 大气与环境光学学报, 2013, 8(4): 253-261.

    WU B, ZHANG X M, WANG Y. Research of aerosol radiative forcing efficiency [J]. Journal of Atmospheric and Environmental Optics, 2013, 8(4): 253-261. (in Chinese)

[2] 任丽新, 游荣高, 吕位秀, 等. 城市大气气溶胶的物理化学特性及其对人体健康的影响[J]. 气候与环境研究, 1999, 4(1): 67-73.

    REN L X, YOU R G, L W X, et al.. The physical and chemical characteristics of aerosols in the urban region and their influence on human health [J]. Climatic and Environmental Research, 1999, 4(1): 67-73. (in Chinese)

[3] 陶燕, 刘亚梦, 米生权, 等. 大气细颗粒物的污染特征及对人体健康的影响[J]. 环境科学学报, 2014, 34(3): 592-597.

    TAO Y, LIU Y M, MI SH Q, et al.. Atmospheric pollution characteristics of fine particles and their effects on human health [J]. Acta Scientiae Circumstantiae, 2014, 34(3): 592-597. (in Chinese)

[4] 董云升, 刘文清, 刘建国, 等. 激光雷达在城市交通污染中应用研究[J]. 光学学报, 2010, 30(2): 315-320.

    DONG Y SH, LIU W Q, LIU J G, et al.. Application study of lidar in urban traffic pollution [J]. Acta Optica Sinica, 2010, 30(2): 315-320. (in Chinese)

[5] 李学彬, 徐青山, 魏合理, 等. 气溶胶消光系数与质量浓度的相关性研究[J]. 光学学报, 2008, 28(9): 1655-1658.

    LI X B, XU Q SH, WEI H L, et al.. Study on relationship between extinction coefficient and mass concentration [J]. Acta Optica Sinica, 2008, 28(9): 1655-1658. (in Chinese)

[6] 陶宗明, 麻晓敏, 刘东, 等. 2014年合肥西郊PM2.5质量浓度廓线统计分布[J]. 光学学报, 2016, 36(6): 0601001-1.

    TAO Z M, MA X M, LIU D, et al.. Statistical distribution of PM2.5 mass concentration profiles at west suburb of Hefei City in 2014 [J]. Acta Optica Sinica, 2016, 36(6): 0601001-1. (in Chinese)

[7] 韩道文, 刘文清, 刘建国, 等. 气溶胶质量浓度空间垂直分布的反演方法[J]. 中国激光, 2006, 33(11): 1567-1572.

    HAN D W, LIU W Q, LIU J G, et al.. Retrieval method for aerosol mass concentration vertical distribution [J]. Chinese Journal of Lasers, 2006, 33(11): 1567-1572. (in Chinese)

[8] NOH Y, MLLER D, SHINS K, et al.. Vertically-resolved profiles of mass concentrations and particle backscatter coefficients of Asian dust plumes derived from lidar observations of silicon dioxide [J]. Chemosphere, 2016, 143: 24-31.

[9] RAUT J C, CHAZETTE P, FORTAIN A. New approach using lidar measurements to characterize spatiotemporal aerosol mass distribution in an underground railway station in Paris [J]. Atmospheric Environment, 2009, 43(3): 575-583.

[10] 杜其成, 徐赤东, 纪玉峰. 透射式同轴微脉冲激光雷达研制[J]. 大气与环境光学学报, 2007, 2(5): 357-360.

    DU Q CH, XU CH D, JI Y F. Development of transmission coaxial micro pulse lidar [J]. Journal of Atmospheric and Environmental Optics, 2007, 2(5): 357-360. (in Chinese)

[11] 盛裴轩, 毛节泰, 李建国, 等. 大气物理学[M]. 北京: 北京大学出版社, 2003: 452.

    SHENG P X, MAO J T, LI J G, et al.. Atmosphere Physics [M]. Beijing: Beijing University Publishing House, 2003: 452. (in Chinese)

[12] WMO. Guide to Meteorological Instruments and Methods of Observation [M]. 6th ed.. Geneva: WMO, 1996.

[13] 李学彬, 高亦桥, 魏合理, 等. 双散射角光学粒子计数器的研制[J]. 光学 精密工程, 2009, 17(7): 1528-1534.

    LI X B, GAO Y Q, WEI H L, et al.. Development of optical particle counter with double scattering angles [J]. Opt. Precision Eng., 2009, 17(7): 1528-1534. (in Chinese)

[14] 李学彬, 胡顺星, 徐青山, 等. 大气气溶胶消光特性和折射率的测量[J]. 强激光与粒子束, 2007, 19(2): 207-210.

    LI X B, HU SH X, XU Q SH, et al.. Characteristics measurement of extinction and refractive index of aerosol particles [J]. High Power Laser and Particle Beams, 2007, 19(2): 207-210. (in Chinese)

[15] 王英俭, 胡顺星, 周军, 等. 激光雷达大气参数测量——中国东部重要大气参数高分辨率垂直分布探查[M]. 北京: 科学出版社, 2015: 212-214, 299-302.

    WANG Y J, HU SH X, ZHOU J, et al.. Lidar Measurement of Atmospheric Parameters: High Resolution Vertical Distribution of Important Atmospheric Parameters in Eastern China [M]. Beijing: Science Press, 2015: 212-214, 299-302. (in Chinese)

[16] KUNZ G J, DE LEEUW G.Inversion of lidar signals with the slope method [J]. Applied Optics, 1993, 32(18): 3249-3256.

[17] FERNALD F G. Analysis of atmospheric lidar observations: some comments [J]. Applied Optics, 1984, 23(5): 652-653.

[18] 杜其成, 纪玉峰, 徐赤东. MPL探测气溶胶水平分布数据处理方法研究[J]. 大气与环境光学学报, 2008, 3(1): 23-27.

    DU Q CH, JI Y F, XU CH D. Data processing method of aerosol horizontal distribution detected by MPL [J]. Journal of Atmospheric and Environmental Optics, 2008, 3(1): 23-27. (in Chinese)

[19] 吕立慧, 刘文清, 张天舒, 等. 微脉冲激光雷达水平探测气溶胶两种反演算法对比与误差分析[J]. 光谱学与光谱分析, 2015, 35(7): 1774-1778.

    L L H, LIU W Q, ZHANG T SH, et al.. Two data inversion algorithms of aerosol horizontal distribution detected by MPL and error analysis[J]. Spectroscopy and Spectral Analysis, 2015, 35(7): 1774-1778. (in Chinese)

鲁先洋, 李学彬, 秦武斌, 崔生成, 刘庆, 徐青山. 微脉冲激光雷达反演气溶胶的水平分布[J]. 光学 精密工程, 2017, 25(7): 1697. LU Xian-yang, LI Xue-bin, QIN Wu-bin, CUI Sheng-cheng, LIU Qing, XU Qing-shan. Retrieval of horizontal distribution of aerosol mass concentration by micro pulse lidar[J]. Optics and Precision Engineering, 2017, 25(7): 1697.

本文已被 16 篇论文引用
被引统计数据来源于中国光学期刊网
引用该论文: TXT   |   EndNote

相关论文

加载中...

关于本站 Cookie 的使用提示

中国光学期刊网使用基于 cookie 的技术来更好地为您提供各项服务,点击此处了解我们的隐私策略。 如您需继续使用本网站,请您授权我们使用本地 cookie 来保存部分信息。
全站搜索
您最值得信赖的光电行业旗舰网络服务平台!