Design and evaluation of an efficient high-precision ocean surface wave model with a multiscale grid system (MSG_Wav1.0)

IF 4 3区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Geoscientific Model Development Pub Date : 2023-11-09 DOI:10.5194/gmd-16-6393-2023
Jiangyu Li, Shaoqing Zhang, Qingxiang Liu, Xiaolin Yu, Zhiwei Zhang
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Abstract

Abstract. Ocean surface waves induced by wind forcing and topographic effects are a crucial physical process at the air–sea interface, which significantly affect typhoon development, ocean mixing, etc. Higher-resolution wave modeling can simulate more accurate wave states but requires a huge number of computational resources, making it difficult for Earth system models to include ocean waves as a fast-response physical process. Given that high-resolution Earth system models are in demand, efficient high-precision wave simulation is necessary and urgent. Based on the wave dispersion relation, we design a new wave modeling framework using a multiscale grid system. It has the fewest number of fine grids and reasonable grid spacing in deep-water areas. We compare the performance of wave simulation using different spatial propagation schemes, reveal the different reasons for wave simulation differences in the westerly zone and the active tropical cyclone region, and quantify the matching of spatial resolutions between wave models and wind forcing. A series of numerical experiments show that this new modeling framework can more precisely simulate wave states in shallow-water areas without losing accuracy in the deep ocean while costing a fraction of the price of traditional simulations with uniform fine-gridding space. With affordable computational expenses, the new ocean surface wave modeling can be implemented into high-resolution Earth system models, which may significantly improve the simulation of the atmospheric planetary boundary layer and upper-ocean mixing.
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基于多尺度网格系统(MSG_Wav1.0)的高效高精度海面波模型设计与评价
摘要风强迫和地形效应诱发的海面波是海气界面上一个重要的物理过程,对台风发展、海洋混合等有重要影响。更高分辨率的波浪建模可以模拟更精确的波浪状态,但需要大量的计算资源,这使得地球系统模型难以将海浪作为快速响应的物理过程。考虑到高分辨率地球系统模型的需求,高效高精度的波浪模拟是必要和迫切的。基于波浪频散关系,设计了一种基于多尺度网格系统的波浪建模框架。在深水区精细网格数量最少,网格间距合理。比较了不同空间传播方案下的波浪模拟性能,揭示了西风带和热带气旋活动区波浪模拟差异的不同原因,并量化了波浪模式与风强迫的空间分辨率匹配。一系列的数值实验表明,这种新的建模框架可以更精确地模拟浅水区的波浪状态,而不会失去深海的精度,而成本只是传统均匀细网格空间模拟的一小部分。在计算费用可承受的情况下,新的海洋表面波模拟可以实现到高分辨率的地球系统模型中,这将显著改善大气行星边界层和上层海洋混合的模拟。
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来源期刊
Geoscientific Model Development
Geoscientific Model Development GEOSCIENCES, MULTIDISCIPLINARY-
CiteScore
8.60
自引率
9.80%
发文量
352
审稿时长
6-12 weeks
期刊介绍: Geoscientific Model Development (GMD) is an international scientific journal dedicated to the publication and public discussion of the description, development, and evaluation of numerical models of the Earth system and its components. The following manuscript types can be considered for peer-reviewed publication: * geoscientific model descriptions, from statistical models to box models to GCMs; * development and technical papers, describing developments such as new parameterizations or technical aspects of running models such as the reproducibility of results; * new methods for assessment of models, including work on developing new metrics for assessing model performance and novel ways of comparing model results with observational data; * papers describing new standard experiments for assessing model performance or novel ways of comparing model results with observational data; * model experiment descriptions, including experimental details and project protocols; * full evaluations of previously published models.
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