Preliminary test and study on the application of satellite data to improve cloud computing process
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Abstract:
The GRAPES_Meso model was used to simulate the rainfall process of the westerly trough on May 5, 2018.The relevant cloud variables of model calculation and satellite observation were compared and analyzed. The results show that in the current cloud computing scheme of GRAPES_Meso model, there are excessive high cloud cover in some places and deficit cloud cover in the medium and low level dense closed cloud region. The cloud top temperature simulated by GRAPES_Meso model is obviously lower and the cloud top height is obviously higher. To address these issues, the principles and formulas of the cloud computing scheme are interpreted, and the calculation formula is optimized. After adopting the improved cloud computing scheme, the excessive high cloud cover has been greatly alleviated. Low cloud top temperature and high cloud top height has been greatly optimized.Based on satellite observation data, the preliminary exploration and test on the optimization of cloud computing scheme provides a new means and method for researching and optimizing cloud computing scheme.
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Project Supported:
National Key Research and Development Program (Grant 2018YFC1506902,2018YFC1506603) , National Natural Science Foundation of China (Grant 41590874)