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Evaluation of satellite-based aerosol datasets and the CAMS reanalysis over the ocean utilizing shipborne reference observations

机译:利用船载参考观察评价卫星基于卫星气溶胶数据集和凸轮反射

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Reliable reference measurements over the ocean are essential for the evaluation and improvement of satellite- and model-based aerosol datasets. Within the framework of the Maritime Aerosol Network, shipborne reference datasets have been collected over the Atlantic Ocean since 2004 with Microtops Sun photometers. These were recently complemented by measurements with the multi-spectral GUVis-3511 shadowband radiometer during five cruises with the research vessel Polarstern. The aerosol optical depth (AOD) uncertainty estimate of both shipborne instruments of ±0.02 can be confirmed if the GUVis instrument is cross calibrated to the Microtops instrument to account for differences in calibration, and if an empirical correction to account for the broad shadowband as well as the effects of forward scattering is introduced. Based on these two datasets, a comprehensive evaluation of aerosol products from the Moderate Resolution Imaging Spectroradiometer (MODIS) flown on NASA's Earth Observing System satellites, the Spinning Enhanced Visible and Infrared Imager (SEVIRI) aboard the geostationary Meteosat satellite, and the Copernicus Atmosphere Monitoring Service reanalysis (CAMS?RA) is presented. For this purpose, focus is given to the accuracy of the AOD at 630nm in combination with the ?ngstr?m exponent (AE), discussed in the context of the ambient aerosol type. In general, the evaluation of MODIS AOD from the official level-2 aerosol products of C6.1 against the Microtops AOD product confirms that 76% of data points fall into the expected error limits given by previous validation studies. The SEVIRI-based AOD product exhibits a 25% larger scatter than the MODIS AOD products at the instrument's native spectral channels. Further, the comparison of CAMS?RA and MODIS AOD versus the shipborne reference shows similar performance for both datasets, with some differences arising from the assimilation and model assumptions. When considering aerosol conditions, an overestimation of AE is found for scenes dominated by desert dust for MODIS and SEVIRI products versus the shipborne reference dataset. As the composition of the mixture of aerosol in satellite products is constrained by model assumptions, this highlights the importance of considering the aerosol type in evaluation studies for identifying problematic aspects.
机译:对海洋的可靠参考测量对于评估和改进卫星和模型的气溶胶数据集是必不可少的。在海上气溶胶网络的框架内,自2004年以来,在大西洋上收集了船载参考数据集,MicroTops太阳光度计。最近通过测量与多光谱Guvis-3515阴影带辐射计的测量值,在五个巡航中,研究容器偏光池。如果GUVIS仪器交叉校准到Microotops仪器,可以确认换气仪的气溶胶光学深度(AOD)不确定度估计±0.02,以考虑校准的差异,以及对广泛阴影带算的实证校正由于介绍了前向散射的影响。基于这两个数据集,对来自NASA的地球观测系统卫星的中等分辨率成像光谱仪(MODIS)的气溶胶产品综合评估,纺纱增强的可见和红外成像仪(Seviri)乘坐地球静止的Meteosat卫星,以及哥白力气氛监测提供服务重新分析(凸轮夹)。为此目的,焦点在630nm中与αngstrΔM指数(AE)组合给予AOD的准确性,在环境气溶胶类型的背景下讨论。一般而言,从M6.1的官方水平-2气溶胶产品评估MODIS AOD对MICROTOPS AOD产品的确认,76%的数据点属于先前验证研究给出的预期误差限制。基于Seviri的AOD产品比仪器本机谱通道的MODIS AOD产品显示出25%的散射。此外,凸轮的比较?RA和MODIS AOD与船载参考相对于两个数据集的性能显示出类似的性能,来自同化和模型假设引起的一些差异。在考虑气溶胶条件时,发现由沙漠粉尘为Modis和Seviri Products为主导的场景找到高估AE与船舶参考数据集。由于卫星产品中气溶胶混合物的组成受模型假设的约束,这突出了考虑识别问题方面的评估研究中的气溶胶类型的重要性。

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