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Remote sensing of multiple cloud layer heights using multi-angular measurements

机译:使用多角测量遥感多云层高度

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Cloud top height (CTH) affects the radiative properties of clouds. Improved CTH observations will allow for improved parameterizations in large-scale models and accurate information on CTH is also important when studying variations in freezing point and cloud microphysics. NASA's airborne Research Scanning Polarimeter (RSP) is able to measure cloud top height using a novel multi-angular contrast approach. For the determination of CTH, a set of consecutive nadir reflectances is selected and the cross correlations between this set and collocated sets at other viewing angles are calculated for a range of assumed cloud top heights, yielding a correlation profile. Under the assumption that cloud reflectances are isotropic, local peaks in the correlation profile indicate cloud layers. This technique can be applied to every RSP footprint and we demonstrate that detection of multiple peaks in the correlation profile allows retrieval of heights of multiple cloud layers within single RSP footprints. This paper provides an in-depth description of the architecture and performance of the RSP's CTH retrieval technique using data obtained during the Studies of Emissions and Atmospheric Composition, Clouds and Climate Coupling by Regional Surveys (SEAC4RS) campaign. RSP-retrieved cloud heights are evaluated using collocated data from the Cloud Physics Lidar (CPL). The method's accuracy associated with the magnitude of correlation, optical thickness, cloud thickness and cloud height are explored. The technique is applied to measurements at a wavelength of 670 and 1880?nm and their combination. The 1880?nm band is virtually insensitive to the lower troposphere due to strong water vapor absorption. It is found that each band is well suitable for retrieving heights of cloud layers with optical thicknesses above about 0.1 and that RSP cloud layer height retrievals more accurately correspond to CPL cloud middle than cloud top. It is also found that the 1880?nm band yields the most accurate results for clouds at middle and high altitudes (4.0 to 17?km), while the 670?nm band is most accurate at low and middle altitudes (1.0–13.0?km). The dual band performs best over the broadest range and is suitable for accurately retrieving cloud layer heights between 1.0 and 16.0?km. Generally, the accuracy of the retrieved cloud top heights increases with increasing correlation value. Improved accuracy is achieved by using customized filtering techniques for each band with the most significant improvements occurring in the primary layer retrievals. RSP is able to measure a primary layer CTH with a median error of about 0.5?km when compared to CPL. For multilayered scenes, the second and third layer heights are determined median errors of about 1.5 and 2.0–2.5?km, respectively.
机译:云顶部高度(CTH)影响云的辐射性质。改进的CTH观察将允许在大规模模型中改进参数化,并且在研究冷冻点和云微妙的变化时,CTH的准确信息也很重要。美国宇航局的空中研究扫描偏振仪(RSP)能够使用新的多角度对比度方法测量云顶部高度。为了确定CTH,选择一组连续的Nadir反射鉴定,并且在其他观察角处计算该组和并置集之间的互相关,用于一系列假定的云顶部高度,产生相关性。在假设云反射是各向同性的情况下,相关轮廓中的局部峰值表示云层。该技术可以应用于每个RSP足迹,并且我们证明了相关性分布中的多个峰的检测允许在单个RSP占地面积内检索多个云层的高度。本文提供了使用区域调查(SEAC4RS)竞选期间的排放和大气组成,云和气候耦合所获得的数据的RSP的CTH检索技术的建筑和性能的深入描述。使用来自云物理LIDAR(CPL)的并置数据来评估RSP检索的云高度。探索了与相关性,光学厚度,云厚度和云高度相关的方法的准确性。该技术应用于波长为670和1880?nm及其组合的测量。由于强水蒸汽吸收,1880年Δnm频段几乎对较低的对流层不敏感。发现每个频带很好地适用于将云层的高度与高于约0.1的光学厚度检索云层高度,并且RSP云层高度检索更准确地对应于CPL云中间的CPL云。还发现,1880年的乐队产生了中高海拔(4.0至17 km)的云的最准确的结果,而670?nm频段在低和中间高度(1.0-13.0?km)最准确)。双频带在最广泛的范围内执行最佳,适用于准确地检索1.0和16.0的云层高度。通常,检索到的云顶部高度的精度随着相关值的增加而增加。通过在主层检索中使用最显着的改进来实现通过使用每个频带的定制过滤技术来实现改进的精度。与CPL相比,RSP能够测量主要层CTH,其中误差约为0.5Ωkm。对于多层场景,第二和第三层高度分别确定约1.5和2.0-2.5的中值误差。

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