基于ESMF/NUOPC耦合框架的GRIST-WW3气-浪耦合模式及其数值模拟初探

Development and numerical simulation of a coupled atmosphere-wave modelling system (GRIST-WW3) based on ESMF/NUOPC

  • 摘要: 气-浪相互作用是海-气交互面重要的动力学过程。海表空气动力粗糙度是气-浪相互作用的关键变量。目的旨在构建气-浪耦合系统并初步探索海浪模式提供的海表空气动力粗糙度对天气气候模拟的影响。资料和方法研究依托ESMF/NUOPC地球系统耦合框架,基于全球-区域一体化预测系统(GRIST)和海浪模式(WW3),发展了GRIST-WW3气-浪耦合模式系统。耦合系统中由大气模式提供海表10 m风场驱动海浪模式运行,根据海浪模式反馈的波浪参数计算海表粗糙度并导入大气模式。结果模拟结果表明,GRIST-WW3 气-浪耦合模式系统能够保证大气和海浪模式的准确数据交换和高效运行,可再现和观测较为一致的海表风场和有效波高的空间分布。在南半球西风带和台风附近等高风速区域,GRIST模式模拟的10 m风速和有效波高相对ERA5再分析数据偏高。引入气-浪双向耦合过程显著提高了海表粗糙度的平均值和离散度,可减小高风速区域的模拟误差。在台风“烟花”个例的模拟试验中,气-浪耦合对台风中心最低气压的影响较小,对台风路径和10 m最大风速的模拟有一定优化效果。结论海表粗糙度参数化方案显著影响气-浪耦合模式系统在高风速区域的模拟准确性,方案后续优化应基于模式偏差特征,以降低风速模拟的偏差为主要出发点。

     

    Abstract: Atmosphere-wave interactions are crucial dynamics at the air-sea interface, with the sea surface momentum roughness length being a key variable in coupled atmosphere-wave modelling system. The Global-Regional Integrated Forecast System (GRIST), a next-generation unstructured-grid unified weather and climate modelling system, has been independently designed and developed by Chinese team in recent years. By employing the ESMF/NUOPC framework, GRIST has been integrated with the WW3 model to create the coupled atmosphere-wave modelling system (GRIST-WW3). In this system, the atmospheric model provides the 10 m wind fields over the sea surface to drive the wave model, while the sea surface roughness, derived from a wave parameterization scheme, is fed back into the atmospheric model. Preliminary results show that the GRIST-WW3 system accurately captures the spatial distribution of the sea surface wind field and significant wave height, aligning well with observations. However, in regions such as the Southern Hemisphere"s westerlies and areas near typhoons, where the wind speeds are notably high, the model tends to overestimate the 10 m wind speed and significant wave height. The two-way coupling process increases the average and dispersion of sea surface roughness, further reducing the wind speed bias in areas of high wind speed. In terms of typhoon simulation, improvements in typhoon trajectory and 10 m maximum wind speed accuracy are evident with the atmosphere-wave coupled modelling system, though the minimum sea level pressure remains unaffected. In the coupled atmosphere-wave modelling system, wave parameterization scheme of sea surface roughness is essential for accurately simulating high wind speed areas. The optimization of scheme should be guided by the atmospheric model"s bias characteristics, with the primary goal of reducing bias in the high wind speed regions.

     

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