大气与环境光学学报 ›› 2023, Vol. 18 ›› Issue (4): 357-370.

• 高分五号 02 星偏振载荷在轨测试和信息处理 • 上一篇    下一篇

紫外多角度偏振探测气溶胶层高的信息量分析初步研究

顾浩然 1,4, 李正强 1,5*, 侯伟真 1,5*, 裘桢炜 2, 刘振海 2, 朱军 3, 伽丽丽 1, 罗杰 1, 洪津 2, 麻金继 4   

  1. 1 中国科学院空天信息创新研究院国家环境保护卫星遥感重点实验室, 北京 100101; 2 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, 安徽 合肥 230031; 3 航天东方红卫星有限公司, 北京 100094; 4 安徽师范大学地理与旅游学院, 安徽 芜湖 241003; 5 中国科学院大学, 北京 100049
  • 收稿日期:2022-06-02 修回日期:2022-08-02 出版日期:2023-07-28 发布日期:2023-08-14
  • 通讯作者: E-mail: lizq@aircas.ac.cn; houwz@radi.ac.cn E-mail:lizq@aircas.ac.cn
  • 作者简介:顾浩然 (1999- ), 安徽六安人, 硕士研究生, 主要从事信息量分析方面的研究。E-mail: 2021011471@anhu.edu.cn
  • 基金资助:
    国家杰出青年科学基金 (41925019), 国家自然科学基金 (41871269), 国家自然科学基金 (42175148), 航天预研项目 (D010206)

Preliminary sensitivity study of aerosol layer height from ultraviolet multiangle polarimetric remote sensing measurements

GU Haoran 1,4, LI Zhengqiang 1,5*, HOU Weizhen 1,5*, QIU Zhenwei 2, LIU Zhenhai 2, ZHU Jun 3, QIE Lili 1, LUO Jie 1, HONG Jin 2, MA Jinji 4   

  1. 1 State Environmental Protection Key Laboratory of Satellite Remote Sensing, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100101, China; 2 Anhui Institute of Optics and Fine Mechanics, HFIPS, Chinese Academy of Sciences, Hefei 230031, China; 3 DFH Satellite Co. Ltd, Beijing 100094, China; 4 School of Geography and Tourism, Anhui Normal University, Wuhu 241003, China; 5 University of Chinese Academy of Sciences, Beijing 100049, China
  • Received:2022-06-02 Revised:2022-08-02 Published:2023-07-28 Online:2023-08-14
  • Contact: Zheng-Qiang Li E-mail:lizq@aircas.ac.cn

摘要: 为探究多角度偏振在紫外波段对气溶胶层高 (ALH) 的探测能力, 在不同的观测几何、气溶胶和地表类型等条 件下系统评估了多角度偏振在紫外波段的ALH反演信息量。基于最优估计理论和信息量分析方法, 分析了紫外波段 365 nm和388 nm两个通道模拟仿真数据对ALH的灵敏度, 并进一步讨论了不同观测组合对ALH信息量和后验误差 的影响。研究结果表明: (1) 多角度偏振观测可有效提高ALH反演的信息量。(2) 多角度卫星观测信息量随观测角度 个数的增加显著提升, 当反演中使用的角度数增加到5 个时, ALH的信号自由度 (DFS) 提升了0.4 以上。(3) 添加388 nm波段偏振观测或365 nm波段强度观测这两种方案均能提升ALH的DFS。但相对而言, 偏振观测方案受气溶胶模 型误差影响更小, 能更好地提升ALH反演的信息量, 尤其是改善了低气溶胶光学厚度 (AOD) 条件下的ALH反演。

关键词: 气溶胶边界层高度, 最优化估计反演, 信息量分析, 后验误差

Abstract: To explore the detection ability of the multiangle polarimetric remote sensing measurements in the ultraviolet band for aerosol layer height (ALH), the ALH retrieval information has been systematically evaluated under different observation conditions using the multiangle polarimetric measurements in ultraviolet bands. Based on the optimal estimation theory and the information content analysis method, the sensitivity of the ALH to the observations of 365 nm and 388 nm bands has been analyzed, and the impacts of different conditions on the information content and posterior error of ALH have also been assessed. The results show that: (1) The information content for ALH retrieval is significantly improved by adding multi-angle polarimetric measurements. (2) The information content increases significantly with the increase of the number of viewing angles, and the degree of freedom for signal (DFS) for ALH retrieval can be improved by more than 0.4. (3) Both the addition of polarization observation at 388 nm and the intensity observation at 365 nm can improve the DFS of ALH, however, compared to the intensity observation, the polarization observation shows better results and is less affected by the aerosol model error. Especially, the polarization observation can improve the ALH retrieval under low aerosol optical depth (AOD) conditions.

Key words: aerosol layer height, optimal estimation inversion, information content analysis, posteriori error

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