改善台风预报的全球7公里网格非静力模式比对项目(TYMIP-G7)

M. Nakano, A. Wada, M. Sawada, Hiromasa Yoshimura, R. Onishi, Shintaro Kawahara, W. Sasaki, T. Nasuno, M. Yamaguchi, Takeshi Iriguchi, M. Sugi, Yoshiaki Takeuchi
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引用次数: 5

摘要

高性能计算机的最新进展促进了水平分辨率为~ 10公里的全球流体静力大气模式的业务数值天气预报。考虑到此类计算机的进一步发展以及流体静力平衡近似在< 10 km的空间尺度上失效的事实,迫切需要开发具有高精度的全局非流体静力模型。改善台风预报的全球7公里网格非流体静力模式比对项目(TYMIPG7)旨在了解和统计量化高分辨率非流体静力全球大气模式在改善热带气旋(TC)预报方面的优势。利用3种水平分辨率为7 km的下一代非流体静力学全球模式和1种水平分辨率为20 km的传统流体静力学全球模式,在地球模拟器上进行了137组5天的模拟。3种7 km网格非流体静力模型分别是:非流体静力全球光谱大气双傅立叶级数模型(DFSM)、地球环境多尺度模拟器(MSSG)和非流体静力二十面体大气模型(NICAM)。20公里网格流体静力模型是日本气象厅的全球频谱模型(GSM)。与20 km网格GSM模式相比,7 km网格模式减少了TC路径、强度和风半径预测的系统误差。对7 km网格非流体静力全球模型验证了多模式集成方法的优越性。虽然3种7 km网格模式模拟了典型的轴对称平均内核结构,包括一次环流和二次环流,但每种模式模拟的TC结构及其强度有很大差异。此外,模拟轨迹并不总是优于20公里网状GSM。这些结果表明,需要发展更复杂的初始化技术和模型物理来进一步提高TC预测。
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Global 7-km mesh nonhydrostatic Model Intercomparison Project for improving TYphoon forecast (TYMIP-G7)
Recent advances in high-performance computers facilitate operational numerical weather prediction by global hydrostatic atmospheric models with horizontal resolutions of ∼ 10 km. Given further advances in such computers and the fact that the hydrostatic balance approximation becomes invalid for spatial scales < 10 km, the development of global nonhydrostatic models with high accuracy is urgently required. The Global 7 km mesh nonhydrostatic Model Intercomparison Project for improving TYphoon forecast (TYMIPG7) is designed to understand and statistically quantify the advantages of high-resolution nonhydrostatic global atmospheric models to improve tropical cyclone (TC) prediction. A total of 137 sets of 5-day simulations using three next-generation nonhydrostatic global models with horizontal resolutions of 7 km and a conventional hydrostatic global model with a horizontal resolution of 20 km were run on the Earth Simulator. The three 7 km mesh nonhydrostatic models are the nonhydrostatic global spectral atmospheric Double Fourier Series Model (DFSM), the Multi-Scale Simulator for the Geoenvironment (MSSG) and the Nonhydrostatic ICosahedral Atmospheric Model (NICAM). The 20 km mesh hydrostatic model is the operational Global Spectral Model (GSM) of the Japan Meteorological Agency. Compared with the 20 km mesh GSM, the 7 km mesh models reduce systematic errors in the TC track, intensity and wind radii predictions. The benefits of the multi-model ensemble method were confirmed for the 7 km mesh nonhydrostatic global models. While the three 7 km mesh models reproduce the typical axisymmetric mean inner-core structure, including the primary and secondary circulations, the simulated TC structures and their intensities in each case are very different for each model. In addition, the simulated track is not consistently better than that of the 20 km mesh GSM. These results suggest that the development of more sophisticated initialization techniques and model physics is needed to further improve the TC prediction.
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