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A spectral method for retrieving cloud optical thickness and effective radius from surface-based transmittance measurements

机译:一种从基于表面透射率测量中检索云光学厚度和有效半径的光谱方法

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We introduce a new spectral method for the retrieval of optical thickness and effective radius from cloud transmittance that relies on the spectral slope of the normalized transmittance between 1565 nm and 1634 nm, and on cloud transmittance at a visible wavelength. The standard dual-wavelength technique, which is traditionally used in reflectance-based retrievals, is ill-suited for transmittance because it lacks sensitivity to effective radius, especially for optically thin clouds. Using the spectral slope rather than the transmittance itself enhances the sensitivity of transmittance observations with respect to the effective radius. This is demonstrated by applying it to the moderate spectral resolution observations from the Solar Spectral Flux Radiometer (SSFR) and Shortwave Spectroradiometer (SWS), and by examining the retrieval uncertainties of the standard and the spectral method for data from the DOE ARM Southern Great Plains (SGP) site and a NOAA ship cruise (ICEALOT). The liquid water path (LWP) is derived from the retrieved optical thickness and effective radius, based on two different assumptions about the cloud vertical profile, and compared to the simultaneous observations from a microwave radiometer. Optical thickness and effective radius is also compared to MODIS retrievals. In general, the effective radius uncertainties were much larger for the standard retrieval than for the spectral retrieval, particularly for thin clouds. When defining 2 μm as upper limit for the tolerable uncertainty of the effective radius, the standard method returned only very few valid retrievals for clouds with an optical thickness below 25. For the analyzed ICEALOT data (mean optical thickness 23), the spectral method provided valid retrievals for 84 % of the data (24 % for the standard method). For the SGP data (mean optical thickness 44), both methods provided a high return of 90 % for the spectral method and 78 % for the standard method.
机译:我们引入了一种新的光谱方法,用于从云透射率检索光学厚度和有效半径的新谱法,其依赖于归一化透射率的谱斜率,在1565nm和1634nm之间,以及在可见波长下的云透射率。传统上用于基于反射率的检索的标准双波长技术是不适合透射率,因为它缺乏对有效半径的敏感性,特别是对于光学薄云。使用光谱斜率而不是透射率本身增强了关于有效半径的透射率观察的灵敏度。通过将来自太阳光谱磁通辐射计(SSFR)和短波分光放射体计(SWS)应用于中等光谱分辨率观测,并通过检查标准的检索不确定性以及来自DOE ARM南部大平原的数据的检索不确定性来证明这一点(SGP)网站和NOAA船巡航(ICEALOT)。液体水路(LWP)基于云垂直轮廓的两个不同假设,与微波辐射计的同时观察相比,液体水路(LWP)衍生自检索到的光学厚度和有效半径。光学厚度和有效半径也与Modis检索相比。通常,标准检索的有效半径不确定性比光谱检索更大,特别是对于薄云。当为有效半径的可容忍不确定性定义为上限时,标准方法仅对低于25的光学厚度的云仅返回非常少的有效检索。对于分析的ICOT数据(平均光学厚度23),提供的光谱方法有效检索84%的数据(标准方法24%)。对于SGP数据(平均光学厚度44),两种方法为光谱法提供了90%的高返回,标准方法为78%。

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