卫星PSAC载荷陆地观测中气溶胶和地表参数的信息量分析
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1.中国科学院合肥物质科学研究院 安徽光学精密机械研究所 通用光学定标与表征技术重点实验室,安徽 合肥 230031;2.中国科学技术大学,安徽 合肥 230026;3.合肥市农业行业首席工作室,安徽 合肥 230031

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基金项目:

卫星应用共性关键技术项目(30-Y20A010-9007-17/18),国家重点研发计划(2016YFE0201400),中国科学院合肥物质科学研究院重点项目(Y73H9P1801)


Information analysis of aerosol and surface parameters in PSAC observation over land
Author:
Affiliation:

1.Key Laboratory of General Optical Calibration and Characterization Technology, Anhui Institute of Optics and Fine Mechanics, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei 230031, China;2.University of Science and Technology of China, Hefei 230026, China;3.Chief Studio of Agricultural Industry in Hefei, Hefei 230031, China

Fund Project:

Supported by Key Technology Program for Satellite Application(30-Y20A010-9007-17/18),National Key Research and Development Program of China (2016YFE0201400),Key Project of Hefei Institute of Physical Science Chinese Acadeny of sciences (Y73H9P180)

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    摘要:

    针对卫星载荷大气校正仪分系统PSAC在陆地上空气溶胶反演领域的应用需求,基于最优化反演框架,引入信息量和后验误差分析方法,讨论了不同观测模式下气溶胶和地表参数的信号自由度(DFS)的观测角度依赖性,给出了气溶胶和地表参数的后验误差。在此基础上,分析了气溶胶和地表参数的DFS随光学厚度(AOD)和地表反射率的变化趋势。研究表明:1)不同的观测几何下,气溶胶参数总的DFS有很大差异,反演气溶胶参数的最优散射角范围是140°~180°; 2)任意观测角度,细粒子为主的细模柱浓度,粗粒子为主的气溶胶柱浓度能被反演出来,谱分布部分参数以及折射指数部分参数在大散射角能被反演获得; 3)对不同AOD和地表反射率下参数的DFS分析,偏振信息的增加有助于亮地表下气溶胶参数的反演,增加短波红外波段能提升在AOD高值条件下对地表参数的获取能力。

    Abstract:

    In order to meet the aerosol retrieval application requirements of polarized scanning atmospheric corrector (PSAC) over land, the information content and a posterior error analysis is applied to the synthetic data in this paper, which inherits from the optimal estimate theoretical framework. We discussed the angle dependence of the degrees of freedom for signal (DFS) of the aerosol and surface parameters in different scenarios, and analyzed the posterior errors of the aerosol and surface parameters. On this basis, the variation trend of the aerosol and surface parameters DFS with aerosol optical depth (AOD) and surface reflectivity is analyzed. The results show that: 1) Under different observation geometry, the total DFS of aerosol parameters vary greatly, and the optimal scattering angle range of aerosol parameters is . 2) The columnar aerosol volumes( and ) for the coarse mode dominated aerosols and the columnar aerosol volumes() for fine-dominated aerosol models can be inverted at any observation angle, and some parameters of particle size distribution and refractive index can be obtained at large scattering angle. 3) The increase in polarization information is helpful to the inversion of aerosol parameters under the bright surface, and the increase of short-wave infrared band can improve the ability to obtain surface parameters under the condition of high AOD.

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樊依哲,孙晓兵,提汝芳,黄红莲,刘晓.卫星PSAC载荷陆地观测中气溶胶和地表参数的信息量分析[J].红外与毫米波学报,2022,41(4):771~785]. FAN Yi-Zhe, SUN Xiao-Bing, TI Ru-Fang, HUANG Hong-Lian, LIU Xiao. Information analysis of aerosol and surface parameters in PSAC observation over land[J]. J. Infrared Millim. Waves,2022,41(4):771~785.]

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  • 收稿日期:2021-11-29
  • 最后修改日期:2022-08-13
  • 录用日期:2022-03-29
  • 在线发布日期: 2022-08-10
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