Dust Aerosol Optical Centroid Height (AOCH) Over Bright Surface: First Retrieval From TROPOMI Oxygen A and B Absorption Bands

IF 4.4
Xi Chen;Jun Wang;Xiaoguang Xu;Meng Zhou
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Abstract

The vertical distribution of dust layers can influence dust transport, radiative forcing, deposition, and ultimately, surface particulate matter mass concentration. Although many dust aerosol layer height (ALH) products from passive satellite measurements have been developed, most of them are applicable on dark surfaces. Here, building on the absorbing aerosol optical centroid height (AOCH) retrieval from hyperspectral O2 A and B absorption band measurements of the tropospheric monitoring instrument (TROPOMI) for dark target, we further develop dust AOCH retrieval over bright surfaces. Key updates include: 1) the thresholds in cloud mask tests are refined with consideration of the different spectral characteristics of bright surface reflectance; and 2) the assumption of Lambertian surface is modified to the Ross–Li bidirectional reflectance distribution function (BRDF) model to consider the angular dependence of surface reflectance. The validation against the cloud-aerosol lidar with orthogonal polarization (CALIOP) for several dust plumes over the Saharan Desert illustrates that TROPOMI AOCH has ~1 km uncertainty and ~0.1-km mean bias, better than ~1 km underestimated dust-layer mean altitude (ALT) from the infrared atmospheric sounder interferometer (IASI). With this implementation of bright surfaces, our algorithm is ready for global retrieval and will be applicable for similar hyperspectral instruments in the future.
明亮表面尘埃气溶胶光学质心高度(AOCH):首次从TROPOMI氧A和B吸收带反演
沙尘层的垂直分布可以影响沙尘输运、辐射强迫、沉降,最终影响地表颗粒物质量浓度。虽然已经开发了许多由被动卫星测量的尘埃气溶胶层高度(ALH)产品,但大多数产品适用于黑暗表面。本文在对流层监测仪器(TROPOMI)对暗目标的高光谱O2 A和B吸收波段测量的吸收气溶胶光学质心高度(AOCH)反演的基础上,进一步发展了明亮表面尘埃AOCH反演。主要更新包括:1)考虑到不同光谱特征的亮面反射率,对云掩模测试的阈值进行了细化;2)将Lambertian曲面假设修正为Ross-Li双向反射率分布函数(BRDF)模型,考虑表面反射率的角度依赖性。利用正交偏振云气溶胶激光雷达(CALIOP)对撒哈拉沙漠上空多个尘羽进行验证,结果表明TROPOMI AOCH具有~1 km的不确定度和~0.1 km的平均偏差,优于红外大气探测干涉仪(IASI)估计的~1 km的尘层平均高度(ALT)。通过实现明亮表面,我们的算法为全局检索做好了准备,并将在未来适用于类似的高光谱仪器。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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