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paNTICA: A Fast 3D Radiative Transfer Scheme to Calculate Surface Solar Irradiance for NWP and LES Models

机译:paNTICA:用于NWP和LES模型的快速3D辐射传输方案,用于计算表面太阳辐照度

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摘要

The resolution of numerical weather prediction models is constantly increasing, making it necessary to consider three-dimensional radiative transfer effects such as cloud shadows cast into neighboring grid cells and thus affecting radiative heating. For that purpose, fast approximations are needed since three-dimensional radiative transfer solvers are computationally far too expensive. For the solar spectral range, different approaches of how to consider three-dimensional effects were presented in the pastin particular, the tilted independent column approximation (TICA), which aims at improving the calculation of the direct radiation, and the nonlocal tilted independent column approximation (NTICA), which is used to additionally correct the diffuse radiation. Here a new version of NTICA is presented thatin contrast to earlier approachesis applicable for a variety of cloud scenes and grid resolutions and for arbitrary solar zenith angles. This new parameterization for the diffuse irradiance is then applied to the two different TICA approaches and the results are compared with a full 3D Monte Carlo calculation. It is shown that both approaches strongly improve the calculation of radiation fluxes if the new parameterization for the diffuse irradiancewhat the authors call parameterized NTICA (paNTICA)is applied. It is found that the method in which TICA is only applied to direct radiation yields the better results. The studies show that consideration of three-dimensional effects is inevitable if higher model resolutions are used in the future. This paper proposes ways to consider these effects and, thus, to substantially reduce the errors made with one-dimensional radiative transfer solvers.
机译:数值天气预报模型的分辨率不断提高,因此有必要考虑三维辐射传递效应,例如将云影投射到相邻的网格中,从而影响辐射加热。为此,由于三维辐射传递求解器在计算上过于昂贵,因此需要快速近似。对于太阳光谱范围,过去特别提出了考虑三维效应的不同方法,即旨在改善直接辐射计算的倾斜独立列近似(TICA)和非局部倾斜独立列近似(NTICA),用于额外校正散射辐射。这里介绍了NTICA的新版本,与以前的方法相比,它适用于各种云场景和网格分辨率以及任意太阳天顶角。然后,将这种针对漫射辐照度的新参数化应用于两种不同的TICA方法,并将结果与​​完整的3D蒙特卡洛计算进行比较。结果表明,如果应用了作者称其为参数化NTICA(paNTICA)的弥散辐照度的新参数化,则这两种方法都将大大改善辐射通量的计算。发现仅将TICA应用于直接辐射的方法可获得更好的结果。研究表明,如果将来使用更高的模型分辨率,则不可避免地要考虑三维效果。本文提出了考虑这些影响的方法,从而大大减少了使用一维辐射传递求解器产生的误差。

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