Estimates of Southern Hemispheric Gravity Wave Momentum Fluxes Across Observations, Reanalyses, and Kilometer-scale Numerical Weather Prediction Model

Aman Gupta, R. Reichert, A. Dörnbrack, H. Garny, R. Eichinger, I. Polichtchouk, B. Kaifler, T. Birner
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Abstract

Gravity waves (GWs) are among the key drivers of the meridional overturning circulation in the mesosphere and upper stratosphere. Their representation in climate models suffers from insufficient resolution and limited observational constraints on their parameterizations. This obscures assessments of middle atmospheric circulation changes in a changing climate. This study presents a comprehensive analysis of stratospheric GW activity above and downstream of the Andes from 1-15 August 2019, with special focus on GW representation ranging from an unprecedented kilometer-scale global forecast model (1.4 km ECMWF IFS), ground-based Rayleigh lidar (CORAL) observations, modern reanalysis (ERA5), to a coarse-resolution climate model (EMAC). Resolved vertical flux of zonal GW momentum (GWMF) is found to be stronger by a factor of at least 2-2.5 in IFS compared to ERA5. Compared to resolved GWMF in IFS, parameterizations in ERA5 and EMAC continue to inaccurately generate excessive GWMF poleward of 60°S, yielding prominent differences between resolved and parameterized GWMFs. A like-to-like validation of GW profiles in IFS and ERA5 reveals similar wave structures. Still, even at ∼1 km resolution, the resolved waves in IFS are weaker than those observed by lidar. Further, GWMF estimates across datasets reveal that temperature-based proxies, based on mid-frequency approximations for linear GWs, overestimate GWMF due to simplifications and uncertainties in GW wavelength estimation from data. Overall, the analysis provides GWMF benchmarks for parameterization validation and calls for three-dimensional GW parameterizations, better upper boundary treatment, and vertical resolution increases commensurate with increases in horizontal resolution in models, for a more realistic GW analysis.
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观测、再分析和千米尺度数值天气预报模式对南半球重力波动量的估算
重力波(GWs)是中间层和上平流层经向翻转环流的主要驱动力之一。它们在气候模式中的表现受到分辨率不足和参数化观测限制的影响。这阻碍了对气候变化中层大气环流变化的评估。本研究全面分析了2019年8月1-15日安第斯山脉上空和下游平流层的全球变暖活动,特别关注全球变暖的表现形式,包括前所未有的千米尺度全球预报模式(1.4千米 ECMWF IFS)、地基雷利激光雷达(CORAL)观测、现代再分析(ERA5)和粗分辨率气候模式(EMAC)。与ERA5相比,IFS中分辨出的地带性全球大气动量垂直通量(GWMF)至少强2-2.5倍。与 IFS 中解析的 GWMF 相比,ERA5 和 EMAC 中的参数化仍然不准确地生成了南纬 60°以北过多的 GWMF,导致解析的 GWMF 与参数化的 GWMF 之间存在显著差异。对 IFS 和 ERA5 中的全球风暴潮剖面进行相似验证后,发现波浪结构相似。不过,即使分辨率为 1 公里,IFS 分辨率的波也比激光雷达观测到的波弱。此外,对不同数据集的 GWMF 估计表明,基于温度的代用指标是以线性 GW 的中频近似值为基础的,由于数据中 GW 波长估计的简化和不确定性,高估了 GWMF。总之,该分析为参数化验证提供了 GWMF 基准,并呼吁进行三维 GW 参数化、更好的上边界处理以及与模式水平分辨率增加相称的垂直分辨率增加,以进行更现实的 GW 分析。
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