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首页> 外文期刊>Journal of Geophysical Research, D. Atmospheres: JGR >Evaluation of satellite estimates of downward shortwave radiation over the Tibetan Plateau
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Evaluation of satellite estimates of downward shortwave radiation over the Tibetan Plateau

机译:卫星对青藏高原下行短波辐射估计的评估

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The state-of-the-art satellite products of downward shortwave radiation over the Tibetan Plateau against ground observations are evaluated in this study. The satellite products include the International Satellite Cloud Climatology Project-Flux Data (ISCCP-FD) as produced at the NASA Goddard Institute for Space Studies (GISS) from the ISCCP D1 data, the Global Energy and Water Cycle Experiment-Surface Radiation Budget (GEWEX-SRB) results as derived at the NASA Langley Research Center (LaRC) from the ISCCP DX data, and a University of Maryland product derived with a modified version of the University of Maryland Surface Radiation Budget (UMD-SRB) model as implemented with METEOSAT-5 observations. These products are at different spatial and temporal resolutions, and the evaluation is performed at their native resolutions. Comparisons indicate that, in this region of great variation in elevation, using hourly, spatially homogeneous, and high resolution satellite data (UMD-SRB) compares more favorably with surface measurements than products that use three hourly, sparse subsamples at coarse resolutions (ISCCP-FD and GEWEX-SRB). Discrepancies among the satellite products are usually larger in highly variable terrain (such as in the Himalayas region) and smaller for nonvariable terrain (such as in the central Plateau). This suggests that errors of satellite products are spatially dependent over the Tibet. Therefore caution needs to be exercised when extending comparison results based on limited in situ data from accessible sites to the entire Plateau. Attention should be also given to the quality of input parameters besides cloud properties, as there are large discrepancies among the satellite products for clear-sky radiation.
机译:在这项研究中,对青藏高原上向下的短波辐射相对地面观测的最新卫星产品进行了评估。卫星产品包括由ISCCP D1数据在NASA哥达德空间研究所(GISS)生成的国际卫星云气候项目通量数据(ISCCP-FD),全球能源和水循环实验-表面辐射预算(GEWEX) -SRB)结果是从ISCCP DX数据在NASA兰利研究中心(LaRC)得出的,以及由METEOSAT实施的马里兰大学表面辐射预算(UMD-SRB)模型的修改版本得出的马里兰大学产品-5个观察结果。这些产品具有不同的空间和时间分辨率,并且以其原始分辨率执行评估。比较表明,在海拔高度变化较大的区域中,使用小时,空间均匀且高分辨率的卫星数据(UMD-SRB)比使用粗糙分辨率下使用三个小时,稀疏子样本的产品(ISCCP- FD和GEWEX-SRB)。卫星产品之间的差异通常在高度变化的地形中(例如在喜马拉雅山地区)较大,而在非可变地形中(例如在高原中部)则较小。这表明卫星产品的误差在空间上取决于西藏。因此,在将基于有限的原位数据的比较结果从可访问的站点扩展到整个高原时,应谨慎行事。除云特性外,还应注意输入参数的质量,因为晴空辐射的卫星产品之间存在很大差异。

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