Utilization of AERONET polarimetric measurements for improving retrieval of aerosol microphysics: GSFC, Beijing and Dakar data analysis
文献类型：期刊论文
| 作者 | Fedarenka, Anton1; Dubovik, Oleg1; Goloub, Philippe1; Li, Zhengqiang1; Lapyonok, Tatyana1; Litvinov, Pavel1; Barel, Luc1; Gonzalez, Louis1; Podvin, Thierry1; Crozel, Didier1 |
| 刊名 | Journal of Quantitative Spectroscopy and Radiative Transfer
 |
| 出版日期 | 2016 |
| 卷号 | 179页码:72-97 |
| 关键词 | HYPERSPECTRAL IMAGERY RANDOM PROJECTIONS SPARSE SIGNALS MINIMIZATION REGULARIZATION RESTORATION RECOVERY REPRESENTATION ALGORITHM PRIORS |
| 通讯作者 | Fedarenka, Anton (fedarenka.anton@gmail.com) |
| 英文摘要 | The study presents the efforts on including the polarimetric data to the routine inversion of the radiometric ground-based measurements for characterization of the atmospheric aerosols and analysis of the obtained advantages in retrieval results. First, to operationally process the large amount of polarimetric data the data preparation tool was developed. The AERONET inversion code adapted for inversion of both intensity and polarization measurements was used for processing. Second, in order to estimate the effect from utilization of polarimetric information on aerosol retrieval results, both synthetic data and the real measurements were processed using developed routine and analyzed. The sensitivity study has been carried out using simulated data based on three main aerosol models: desert dust, urban industrial and urban clean aerosols. The test investigated the effects of utilization of polarization data in the presence of random noise, bias in measurements of optical thickness and angular pointing shift. The results demonstrate the advantage of polarization data utilization in the cases of aerosols with pronounced concentration of fine particles. Further, the extended set of AERONET observations was processed. The data for three sites have been used: GSFC, USA (clean urban aerosol dominated by fine particles), Beijing, China (polluted industrial aerosol characterized by pronounced mixture of both fine and coarse modes) and Dakar, Senegal (desert dust dominated by coarse particles). The results revealed considerable advantage of polarimetric data applying for characterizing fine mode dominated aerosols including industrial pollution (Beijing). The use of polarization corrects particle size distribution by decreasing overestimated fine mode and increasing the coarse mode. It also increases underestimated real part of the refractive index and improves the retrieval of the fraction of spherical particles due to high sensitivity of polarization to particle shape. Overall, the study demonstrates a substantial value of polarimetric data for improving aerosol characterization. © 2016 Elsevier Ltd. |
| 学科主题 | Optics; Spectroscopy |
| 类目[WOS] | Optics ; Spectroscopy |
| 收录类别 | SCI ; EI |
| 语种 | 英语 |
| WOS记录号 | WOS:20161402181649 |
| 源URL | [http://ir.radi.ac.cn/handle/183411/39498]  |
| 专题 | 遥感与数字地球研究所_SCI/EI期刊论文_期刊论文 |
| 作者单位 | 1. Laboratory of scattering media, B.I. Stepanov Institute of Physics, NASB, 68 Nezavisimosti av., Minsk, Belarus 2. Laboratoire d'Optique Atmosphérique, CNRS-UMR8518, Université de Lille 1, Villeneuve d'Ascq, France 3. State Environmental Protection Key Laboratory of Satellite Remote Sensing, Institute of Remote Sensing and Digital Earth, Chinese Academy of Sciences, Beijing, China 4. Cimel Electronique S.A.S, 172 rue de Charonne, Paris, France |
| 推荐引用方式 GB/T 7714 | Fedarenka, Anton,Dubovik, Oleg,Goloub, Philippe,et al. Utilization of AERONET polarimetric measurements for improving retrieval of aerosol microphysics: GSFC, Beijing and Dakar data analysis[J]. Journal of Quantitative Spectroscopy and Radiative Transfer,2016,179:72-97. |
| APA | Fedarenka, Anton.,Dubovik, Oleg.,Goloub, Philippe.,Li, Zhengqiang.,Lapyonok, Tatyana.,...&Crozel, Didier.(2016).Utilization of AERONET polarimetric measurements for improving retrieval of aerosol microphysics: GSFC, Beijing and Dakar data analysis.Journal of Quantitative Spectroscopy and Radiative Transfer,179,72-97. |
| MLA | Fedarenka, Anton,et al."Utilization of AERONET polarimetric measurements for improving retrieval of aerosol microphysics: GSFC, Beijing and Dakar data analysis".Journal of Quantitative Spectroscopy and Radiative Transfer 179(2016):72-97. |
入库方式： OAI收割
来源：遥感与数字地球研究所
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