Joint spectral retrievals of ozone with Suomi NPP CrIS augmented by S5P/TROPOMI

IF 3.2 3区 地球科学 Q2 METEOROLOGY & ATMOSPHERIC SCIENCES
Edward Malina, Kevin W. Bowman, Valentin Kantchev, Le Kuai, Thomas P. Kurosu, Kazuyuki Miyazaki, Vijay Natraj, Gregory B. Osterman, Fabiano Oyafuso, Matthew D. Thill
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引用次数: 0

Abstract

Abstract. The vertical distribution of ozone plays an important role in atmospheric chemistry, climate change, air pollution, and human health. Over the 21st century, spaceborne remote-sensing methods and instrumentation have evolved to better determine this distribution. We quantify the ability of ozone retrievals to characterize this distribution through a sequential combination of thermal infrared (TIR) and ultraviolet (UV) spectral radiances, harnessing co-located TIR measurements from the Cross-track Infrared Sounder (CrIS) on board the Suomi National Polar-orbiting Partnership (NPP) and UV measurements from the TROPOspheric Monitoring Instrument (TROPOMI), which is on the Sentinel 5-Precursor (S5P) satellite. Using the MUlti-SpEctra, MUlti-SpEcies, MUlti-SEnsors (MUSES) algorithm, the sequential combination of TIR and UV measurements, which follows retrievals from each instrument separately, moderately improves the ability of satellites to characterize global ozone profiles over the use of each instrument/band individually. The CrIS retrievals enhanced by TROPOMI radiances in the Huggins band (325–335 nm) show good agreement with independent datasets both in the troposphere and in the stratosphere in spite of calibration issues in the TROPOMI UV. Improved performance is characterized in the stratosphere from CrIS-TROPOMI, firstly through a modest increase in the degrees of freedom for signal (DFS; often between 0.1–0.2) and secondly through comparisons with the Microwave Limb Sounder (MLS), where a global multi-month-long comparison shows a mean difference ∼×10 lower than either CrIS or TROPOMI individually and R2 values 3 % higher. In the troposphere, CrIS-TROPOMI and CrIS show similar degrees of freedom for signal, with about 2 globally, but these are higher in the tropics partitioned equally between the lower and upper troposphere. CrIS-TROPOMI validation with ozonesondes shows improved performance over CrIS-only validation, with a difference in the tropospheric-column bias of between 30 % and 200 % depending on the season. Cross-comparisons with satellite instruments and reanalysis datasets show similar performances in terms of correlations and biases. These results demonstrate that CrIS and CrIS-TROPOMI retrievals have the potential to improve global satellite ozone retrievals, especially with future developments. If spectral accuracy is improved in future TROPOMI calibration, the degrees of freedom for signal in the stratosphere could double when using bands 1 and 2 of TROPOMI (270–330 nm), while tropospheric degrees of freedom for signal could increase by 25 %.
利用 S5P/TROPOMI 增强的 Suomi NPP CrIS 对臭氧进行联合光谱检索
摘要臭氧的垂直分布在大气化学、气候变化、空气污染和人类健康中发挥着重要作用。21 世纪以来,空间遥感方法和仪器不断发展,以更好地确定这种分布。我们通过热红外(TIR)和紫外(UV)光谱辐射的连续组合,利用苏米国家极轨伙伴关系(NPP)上的跨轨道红外探测仪(CrIS)和哨兵 5 号前兆(S5P)卫星上的 TROPOspheric Monitoring Instrument (TROPOMI)的紫外测量,对臭氧检索描述这种分布的能力进行量化。利用 MUlti-SpEctra、MUlti-SpEcies、MUlti-SEnsors(MUSES)算法,在每种仪器分别进行检索之后,将 TIR 和 UV 测量结果顺序结合起来,与单独使用每种仪器/波段相比,适度提高了卫星描述全球臭氧剖面的能力。尽管 TROPOMI 紫外线存在校准问题,但通过 TROPOMI 在赫金斯波段(325-335 nm)的辐射量增强的 CrIS 检索结果显示,在对流层和平流层与独立的数据集具有良好的一致性。在平流层,CrIS-TROPOMI 的性能有所改善,首先是信号自由度(DFS;通常在 0.1-0.2 之间)略有增加,其次是与微波肢体探测仪(MLS)的比较。在对流层,CrIS-TROPOMI 和 CrIS 显示出相似的信号自由度,全球约为 2,但在对流层下部和对流层上部平分的热带地区自由度更高。CrIS-TROPOMI 与臭氧探测仪的验证结果表明,CrIS-TROPOMI 的性能比仅验证 CrIS 时有所提高,对流层大气柱偏差的差异在 30% 到 200% 之间,具体取决于季节。与卫星仪器和再分析数据集的交叉比较显示,两者在相关性和偏差方面表现相似。这些结果表明,CrIS 和 CrIS-TROPOMI 检索具有改进全球卫星臭氧检索的潜力,特别是在未来的发展中。如果在未来的 TROPOMI 校准中提高光谱精度,使用 TROPOMI 的波段 1 和波段 2(270-330 nm)时,平流层的信号自由度可增加一倍,而对流层的信号自由度可增加 25%。
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来源期刊
Atmospheric Measurement Techniques
Atmospheric Measurement Techniques METEOROLOGY & ATMOSPHERIC SCIENCES-
CiteScore
7.10
自引率
18.40%
发文量
331
审稿时长
3 months
期刊介绍: Atmospheric Measurement Techniques (AMT) is an international scientific journal dedicated to the publication and discussion of advances in remote sensing, in-situ and laboratory measurement techniques for the constituents and properties of the Earth’s atmosphere. The main subject areas comprise the development, intercomparison and validation of measurement instruments and techniques of data processing and information retrieval for gases, aerosols, and clouds. The manuscript types considered for peer-reviewed publication are research articles, review articles, and commentaries.
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