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A fast visible-wavelength 3D radiative transfer model for numerical weather prediction visualization and forward modeling

机译:用于数值天气预报可视化和前向建模的快速可见波长3D辐射传输模型

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Solar radiation is the ultimate source of energy flowing through the atmosphere; it fuels all atmospheric motions. The visible-wavelength range of solar radiation represents a significant contribution to the earth's energy budget, and visible light is a vital indicator for the composition and thermodynamic processes of the atmosphere from the smallest weather scales to the largest climate scales. The accurate and fast description of light propagation in the atmosphere and its lower-boundary environment is therefore of critical importance for the simulation and prediction of weather and climate. Simulated Weather Imagery (SWIm) is a new, fast, and physically based visible-wavelength three-dimensional radiative transfer model. Given the location and intensity of the sources of light (natural or artificial) and the composition (e.g., clear or turbid air with aerosols, liquid or ice clouds, precipitating rain, snow, and ice hydrometeors) of the atmosphere, it describes the propagation of light and produces visually and physically realistic hemispheric or 360° spherical panoramic color images of the atmosphere and the underlying terrain from any specified vantage point either on or above the earth's surface. Applications of SWIm include the visualization of atmospheric and land surface conditions simulated or forecast by numerical weather or climate analysis and prediction systems for either scientific or lay audiences. Simulated SWIm imagery can also be generated for and compared with observed camera images to (i)?assess the fidelity and (ii)?improve the performance of numerical atmospheric and land surface models. Through the use of the latter in a data assimilation scheme, it can also (iii)?improve the estimate of the state of atmospheric and land surface initial conditions for situational awareness and numerical weather prediction forecast initialization purposes.
机译:太阳辐射是流经大气的最终能量来源;它燃料所有大气动作。太阳辐射的可见波长范围对地球能量预算的显着贡献,并且可见光是从最小的气候尺度到最大的气候尺度的大气的组成和热力学过程的重要指标。因此,大气中的光传播的准确和快速描述对于天气和气候的模拟和预测来说是至关重要的。模拟天气图像(游泳)是一种新的,快速,物理基础的可见波长三维辐射转移模型。鉴于光源(天然或人工)和组合物的位置和强度(例如,具有气溶胶的清晰或浊度空气,液体或冰云,沉淀雨,雪和冰水液),它描述了传播光线,在视觉上和物理上的半球形或360°球形全景彩色或360°球形全景彩色图像和从地球表面上方或以上的任何指定的有利位置的底层地形。游泳的应用包括通过数值天气或气候分析和预测系统来模拟或预测的大气和地表条件的可视化,以及用于科学或划分的观众的预测系统。模拟游泳图像也可以生成并与观察到的相机图像相比(i)进行比较?评估保真度和(ii)?提高数值大气和陆地表面模型的性能。通过使用后者在数据同化方案中,它还可以(iii)?改善大气和土地表面初始条件的估计,以实现态势意识和数值天气预报预测初始化目的。

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