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Geostrophic Drag Law in Conventionally Neutral Atmospheric Boundary Layer: Simplified Parametrization and Numerical Validation 常规中性大气边界层中的地营阻力定律:简化参数化和数值验证
IF 4.3 3区 地球科学 Q3 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-08-10 DOI: 10.1007/s10546-024-00878-6
Luoqin Liu, Xiyun Lu, Richard J. A. M. Stevens

This study investigates the parameterization of the geostrophic drag law (GDL) for conventionally neutral atmospheric boundary layers (CNBLs). Utilizing large eddy simulations, we confirm that in CNBLs capped by a potential temperature inversion, the boundary-layer height scales as (u_*/sqrt{N f}), where (u_*) represents the friction velocity, N the free-atmosphere Brunt–Väisälä frequency, and f the Coriolis parameter. Additionally, we confirm that the wind gradients normalized by the Brunt–Väisälä frequency have universal profiles above the surface layer. Leveraging these physical insights, we derived analytical expressions for the GDL coefficients A and B, correcting the earlier form of Zilitinkevich and Esau (Q J R Meteorol Soc 131:1863–1892, 2005). These expressions for A and B have been validated numerically, ensuring their accuracy in representing the geostrophic drag coefficient (u_*/G) (G is the geostrophic wind speed) and the cross-isobaric angle. This work extends the range for which the GDL has been validated up to (u_*/G =[0.019, 0.047]). This further supports the application of GDL to CNBLs over a broader range of (u_*/G), which is useful for meteorological applications such as wind energy.

本研究调查了常规中性大气边界层(CNBLs)的地转阻力定律(GDL)参数化。利用大涡模拟,我们证实在由潜在温度反转覆盖的CNBLs中,边界层高度的尺度为(u_*/sqrt{N f}/),其中(u_*/)代表摩擦速度,N代表自由大气的布伦特-韦赛莱频率,f代表科里奥利参数。此外,我们还证实,以 Brunt-Väisälä 频率归一化的风梯度在表层上方具有普遍的剖面。利用这些物理知识,我们推导出了 GDL 系数 A 和 B 的分析表达式,修正了 Zilitinkevich 和 Esau 早先的表达式(Q J R Meteorol Soc 131:1863-1892, 2005)。这些 A 和 B 的表达式已经过数值验证,确保了它们在表示地转阻力系数 (u_*/G)(G 为地转风速)和交叉等压角时的准确性。这项工作将 GDL 的验证范围扩大到了(u_*/G =[0.019, 0.047])。这进一步支持了 GDL 在更大的(u_*/G)范围内应用于 CNBLs,这对风能等气象应用非常有用。
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引用次数: 0
Variation in Zero Plane Displacement and Roughness Length for Momentum Revisited 再论动量零平面位移和粗糙度长度的变化
IF 4.3 3区 地球科学 Q3 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-08-01 DOI: 10.1007/s10546-024-00876-8
Ashvath Singh Kunadi, Richard P. Silberstein, Sally E. Thompson

Zero plane displacement height ((d_0)) and momentum roughness length ((z_{0m})), describe the aerodynamic characteristics of a vegetated surface. Usually, (d_0) and (z_{0m}) are assumed to be constant functions of the physical characteristics of the surface. Prior evidence collected from the literature and our examination of flux tower data show that (d_0) and (z_{0m}) vary in time at sites with tree and shrub canopies, but not grasslands. The conventional explanations of these variations are based on linear functions of wind velocity and friction velocity, with little theoretical basis. This study explains the variation in aerodynamic parameters by matching four analytical canopy velocity models to a logarithmic above-canopy velocity profile at canopy height. (d_0) and (z_{0m}) come out as functions of 2 non-dimensional terms, the canopy momentum absorption capacity (parameter) and a (measurable) Péclet number. To test the theories of variation, we analysed the velocity profiles from Ozflux and Ameriflux sites. None of the theories could recreate (d_0) and (z_{0m}) at half-hourly intervals. However, the canopy velocity models were able better to recreate the distribution of the variations in (d_0) and (z_{0m}). Additionally, the estimates of canopy momentum absorption capacity varied consistently with phenological changes in the canopies, whereas, the fitting parameters of the linear regression of using wind speed and friction velocity did not exhibit physically interpretable variations. The canopy velocity models may offer better predictions with an accurate estimation of the canopy height, a horizontally homogeneous and rigid canopy, and incorporation of the roughness sublayer.

零平面位移高度((d_0))和动量粗糙度长度((z_{0m}))描述了植被表面的空气动力特性。通常,(d_0)和(z_{0m})被假定为表面物理特性的恒定函数。之前从文献中收集的证据和我们对通量塔数据的研究表明,在有乔木和灌木树冠的地点,(d_0) 和 (z_{0m})会随时间变化,但草地不会。对这些变化的传统解释是基于风速和摩擦速度的线性函数,缺乏理论依据。本研究通过将四种冠层速度分析模型与冠层高度上的对数速度曲线相匹配来解释空气动力参数的变化。(d_0) 和 (z_{0m}) 是树冠动量吸收能力(参数)和佩克莱特数(可测量)这两个非尺寸项的函数。为了检验变化理论,我们分析了来自 Ozflux 和 Ameriflux 站点的速度剖面。没有一个理论能够以每半小时为间隔重现 (d_0) 和 (z_{0m}) 。然而,冠层速度模型能够更好地再现(d_0)和(z_{0m})的变化分布。此外,树冠动量吸收能力的估计值随树冠的物候变化而变化,而利用风速和摩擦速度进行线性回归的拟合参数没有表现出物理上可解释的变化。如果能准确估算树冠高度、树冠在水平方向上均匀且坚硬,并结合粗糙度子层,树冠速度模型可能会提供更好的预测结果。
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引用次数: 0
Rainfall Effects on Atmospheric Turbulence and Near-Surface Similarities in the Stable Boundary Layer 降雨对稳定边界层大气湍流和近地面相似性的影响
IF 4.3 3区 地球科学 Q3 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-07-13 DOI: 10.1007/s10546-024-00873-x
Abdullah Bolek, Firat Y. Testik

Near-surface similarities and atmospheric turbulence characteristics have a large impact on numerical weather prediction models. However, the validity of these similarities is unclear during precipitation. This study investigates the modulations in atmospheric boundary layer turbulence and the variations of the near-surface scaling similarities caused by rainfall. Here we present our field observations on the effects of rainfall on the near-surface similarities and atmospheric turbulence in the stable boundary layer using a Parsivel2 disdrometer and a 3D ultrasonic anemometer at our outdoor rainfall laboratory in San Antonio, Texas, USA. During moderate to heavy rainfall conditions, higher turbulent energy was observed than those in non-rainy conditions when the turbulence intensity and the wind speeds were relatively low. On the contrary, when the turbulence intensity and the wind speeds were relatively high, the turbulence energy in the stable boundary layer were dampened due to the raindrops. Raindrops with high particle Reynolds numbers ((Re_{p} = D_{m} v_{t} /vartheta); (D_{m})—mean volume diameter, ({v}_{t})—terminal raindrop fall speed, and (vartheta)—kinematic viscosity of the surrounding air) can act as either a source or a sink of turbulent kinetic energy depending on the turbulence intensity of the atmosphere. Our field observations showed that near-surface similarities deviated from the scaled similarities under the influence of rainfall. The normalized standard deviations of the streamwise and vertical velocity components and the dissipation rate were higher during rainy than non-rainy times. Rainfall effects on turbulence modulations and near-surface scaling parameters of the stable boundary layer are discussed with considerations of the relevant mechanisms.

近地面相似性和大气湍流特征对数值天气预报模式有很大影响。然而,在降水过程中,这些相似性的有效性并不明确。本研究调查了降雨对大气边界层湍流和近地表相似性比例变化的影响。我们在美国得克萨斯州圣安东尼奥的室外降雨实验室使用 Parsivel2 测距仪和三维超声波风速仪,实地观测了降雨对稳定边界层近地面相似性和大气湍流的影响。在中到大雨条件下,当湍流强度和风速相对较低时,观测到的湍流能量高于非降雨条件下的湍流能量。相反,当湍流强度和风速相对较高时,稳定边界层中的湍流能量会因雨滴而减弱。具有高粒子雷诺数((Re_{p} = D_{m} v_{t} /vartheta); (D_{m})-平均体积直径,({v}_{t})-雨滴的末端下落速度,(vartheta)-周围空气的运动粘度)的雨滴可以作为湍流动能的源或汇,这取决于大气的湍流强度。我们的实地观测表明,在降雨的影响下,近地面相似度偏离了比例相似度。降雨时,流向和垂直速度分量的归一化标准偏差以及耗散率均高于非降雨时。讨论了降雨对稳定边界层湍流调制和近表面比例参数的影响,并考虑了相关机制。
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引用次数: 0
Rethinking the Roughness Height: An Improved Description of Temperature Profiles over Short Vegetation 重新思考粗糙度高度:短植被温度曲线的改进描述
IF 4.3 3区 地球科学 Q3 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-06-21 DOI: 10.1007/s10546-024-00871-z
Judith Boekee, Steven J. A. van der Linden, Marie-Claire ten Veldhuis, Iris E. A. Verouden, Paul J. Nollen, Yi Dai, Harro J. Jongen, Bas J. H. van de Wiel

In this study, we present an extension to the Monin–Obukov similarity theory (MOST) for the roughness sublayer (RSL) over short vegetation. We test our theory using temperature measurements from fiber optic cables in an array-shaped set-up. This provides a high vertical measurement resolution that enables us to measure the sharp temperature gradients near the surface. It is well-known that MOST is invalid in the RSL as the flow is distorted by roughness elements. However, to derive the surface temperature, it is common practice to extrapolate the logarithmic profiles down to the surface through the RSL. Instead of logarithmic behaviour defined by MOST near the surface, our observations show near-linear temperature profiles. This log-to-linear transition is described over an aerodynamically smooth surface by the Van Driest equation in classical turbulence literature. Here we propose that the Van Driest equation can also be used to describe this transition over a rough surface, by replacing the viscous length scale with a surface length scale (L_s) that represents the size of the smallest eddies near the grass structures. We show that (L_s) scales with the geometry of the vegetation and that the model shows the potential to be scaled up to tall canopies. The adapted Van Driest model outperforms the roughness length concept in describing the temperature profiles near the surface and predicting the surface temperature.

在这项研究中,我们提出了短植被上粗糙度子层(RSL)的莫宁-奥布科夫相似性理论(MOST)的扩展。我们利用阵列形装置中光缆的温度测量来检验我们的理论。这提供了较高的垂直测量分辨率,使我们能够测量近地表的急剧温度梯度。众所周知,MOST 在 RSL 中是无效的,因为气流会被粗糙度元素扭曲。然而,为了得出表面温度,通常的做法是通过 RSL 向下推断表面的对数剖面。我们的观测结果显示,表面附近的温度曲线接近线性,而不是 MOST 所定义的对数行为。经典湍流文献中的范-德里斯特方程描述了空气动力学光滑表面上的这种对数到线性的转变。在这里,我们提出范-德里斯特方程也可以用来描述粗糙表面上的这种转变,方法是用表面长度尺度 (L_s)代替粘性长度尺度,它代表了草结构附近最小涡流的大小。我们的研究表明,(L_s) 与植被的几何形状成比例关系,而且该模型有可能扩展到高大的树冠。在描述地表附近的温度曲线和预测地表温度方面,改编后的 Van Driest 模型优于粗糙度长度概念。
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引用次数: 0
On the Extent of Applicability of Various Non-linear Similarity Functions for Computation of Surface Fluxes under Stable Conditions in Numerical Models 论各种非线性相似函数在数值模型稳定条件下计算地表通量的适用范围
IF 4.3 3区 地球科学 Q3 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-06-01 DOI: 10.1007/s10546-024-00869-7
Prabhakar Namdev, Maithili Sharan, Saroj K. Mishra

In this study, a systematic mathematical analysis has been presented for the extent of applicability of various non-linear similarity functions for momentum (({{upvarphi }}_{{text{m}}})) and heat (({{upvarphi }}_{{text{h}}})) under stable conditions to compute surface turbulent fluxes in numerical models. The investigation is carried out for equal and unequal momentum (({{text{z}}}_{0})) and heat (({{text{z}}}_{{text{h}}})) roughness lengths. The study reveals that ({{upvarphi }}_{{text{m}}}) and ({{upvarphi }}_{{text{h}}}) utilized in the National Centre for Atmospheric Research Community Atmosphere Model version 5 (NCAR-CAM5) (Holtslag et al. in Mon Weather Rev 118:1561–1575, 1990) have several restrictions on their applicability in moderately to strongly stable cases. If the ratios of ({{text{z}}}_{0}) and ({{text{z}}}_{{text{h}}}) to the height (({text{z}})) from the surface (i.e., (frac{{{text{z}}}_{0}}{{text{z}}}) and (frac{{{text{z}}}_{{text{h}}}}{{text{z}}})) lie in the range ((0.2, 1)), the functions are valid for a limited range of (upzeta ) (stability parameter) in strong stable conditions (left(upzeta >1right)); however, when (frac{{{text{z}}}_{0}}{{text{z}}}le 0.2) and (frac{{{text{z}}}_{{text{h}}}}{{text{z}}}le 0.2), the validity of functions is unrestricted. In terms of bulk Richardson number (left({{text{Ri}}}_{{text{B}}}right)), the functions are valid for a limited range of moderately to strongly stable conditions. These theoretically derived upper limits have also been validated using observations from the UK Meteorological Office’s Cardington and Cooperative Atmosphere-Surface Exchange Study-99 datasets. On the other hand, similarity functions based on Cheng and Brutsaert (Boundary-Layer Meteorol 114:519–538, 2005), Grachev et al. (Boundary-Layer Meteorol 124:315–333, 2007), Srivastava et al. (Meteorol Appl 27, 2020), and Gryanik et al. (J Atmos Sci 77:2687–2716, 2020) are found to be theoretically valid for all values of (upzeta ) and ({{text{Ri}}}_{{text{B}}}). The efforts have also been made to implement these functions in the Weather Research and Forecasting as well as global scale models.

在本研究中,对各种非线性相似函数在稳定条件下的适用范围进行了系统的数学分析,以计算数值模型中的表面湍流通量的动量(({upvarphi }}_{text{m}}} )和热量(({upvarphi }}_{text{h}}} )。研究针对等长和不等长的动量(({{text{z}}}_{0})和热量(({{text{z}}}_{text{h}}})粗糙度长度进行。研究表明,美国国家大气研究中心共同体大气模型第 5 版(NCAR-CAM5)(Holtslag 等人在 Mon Weather Rev 118:1561-1575, 1990 年)中使用的 ({{upvarphi }}_{{text{m}}} 和 ({{upvarphi }}_{{text{h}}}) 在中度到高度稳定情况下的适用性受到了一些限制。如果({text{z}}}_{0})和({text{z}}}_{{text{h}}})与距地表高度(({text{z}}))之比(即、(frac{{{text{z}}}_{{0}}{{text{z}}}) 和 (frac{{{text{z}}}_{{text{h}}}}{{{text{z}}}}) 位于 ((0.2, 1)),在强稳定条件下,这些函数对有限范围内的(upzeta )(稳定参数)是有效的(left(upzeta >1right)); 但是,当(frac{{text{z}}}_{0}}{{text{z}}}le 0.2)和({frac{{text{z}}}_{text{h}}}}{{text{z}}}le 0.2)时,函数的有效性是不受限制的。就体理查森数(left({{text{Ri}}}_{{text{B}}}right))而言,函数在有限范围的中度到高度稳定条件下有效。英国气象局的卡丁顿数据集和 "大气-地表交换合作研究-99 "数据集的观测结果也验证了这些理论推导的上限。另一方面,基于 Cheng 和 Brutsaert(《边界层气象学》114:519-538,2005 年)、Grachev 等人(《边界层气象学》124:315-333,2007 年)、Srivastava 等人(《气象学应用》27, 2007 年)的相似性函数,也可以得出稳定上限。(Meteorol Appl 27, 2020) 和 Gryanik 等人 (J Atmos Sci 77:2687-2716, 2020) 的研究发现,对于所有 (upzeta ) 和 ({{text{Ri}}}_{{text{B}}}) 值,理论上都是有效的。我们还努力在天气研究和预报以及全球尺度模式中实现这些功能。
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引用次数: 0
On the Departure from Monin–Obukhov Surface Similarity and Transition to the Convective Mixed Layer 关于偏离莫宁-奥布霍夫表面相似性和向对流混合层的过渡
IF 4.3 3区 地球科学 Q3 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-05-25 DOI: 10.1007/s10546-024-00870-0
Michael Heisel, Marcelo Chamecki

Large-eddy simulations are used to evaluate mean profile similarity in the convective boundary layer (CBL). Particular care is taken regarding the grid sensitivity of the profiles and the mitigation of inertial oscillations in the simulation spin-up. The nondimensional gradients (phi ) for wind speed and air temperature generally align with Monin–Obukhov similarity across cases but have a steeper slope than predicted within each profile. The same trend has been noted in several other recent studies. The Businger-Dyer relations are modified here with an exponential cutoff term to account for the decay in (phi ) to first-order approximation, yielding improved similarity from approximately 0.05(z_i) to above 0.3(z_i), where (z_i) is the CBL depth. The necessity for the exponential correction is attributed to an extended transition from surface scaling to zero gradient in the mixed layer, where the departure from Monin–Obukhov similarity may be negligible at the surface but becomes substantial well below the conventional surface layer height of 0.1(z_i).

大涡流模拟用于评估对流边界层(CBL)的平均剖面相似性。在模拟旋转过程中,特别注意剖面的网格敏感性和惯性振荡的缓解。风速和气温的无量纲梯度(phi )一般与不同情况下的莫宁-奥布霍夫相似性一致,但在每个剖面内的斜率比预测的要陡。最近的其他几项研究也发现了同样的趋势。布辛格-戴尔(Businger-Dyer)关系在这里用一个指数截止项进行了修改,以考虑到 (phi ) 到一阶近似值的衰减,从而使相似性从大约 0.05(z_i) 提高到 0.3(z_i) 以上,其中 (z_i) 是 CBL 深度。指数修正的必要性归因于混合层中从表面扩展到零梯度的过渡,在混合层中,莫宁-奥布霍夫相似性的偏离在表面上可以忽略不计,但在常规表层高度 0.1(z_i) 以下就会变得很大。
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引用次数: 0
Eddy Scale-wise Topology Underlying Turbulence Anisotropy Illuminates the Dissimilar Transport of Momentum, Heat, and Moisture in a Stably Stratified Katabatic Flow 湍流各向异性背后的涡旋尺度拓扑揭示了稳定分层卡巴平流中动量、热量和水分的不同传输过程
IF 4.3 3区 地球科学 Q3 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-05-13 DOI: 10.1007/s10546-024-00866-w
Xiaofeng Guo, Wei Yang, Degang Zhou

The backdrop for this study is a knowledge gap about how turbulence anisotropy relates to the dissimilar transport of momentum and scalars. We use single-level measurements of turbulence over an alpine glacier for exploring the dissimilar transport of momentum, heat, and moisture in stably stratified katabatic flows. Our study is motivated by the need of addressing their flux dissimilarity from a fresh perspective of anisotropic motions of turbulence. Its objective is to promote new understanding of boundary-layer turbulence anisotropy as one possible factor in dissimilar behaviours between momentum and scalar transport over a sloping terrain. Specifically, the momentum–heat flux correlation (({R}_{{F}_{uT}})) and the heat–moisture flux correlation (({R}_{{F}_{Tq}})) coefficients vary across three different bulk states of kinetic anisotropy. Those states, identified using the barycentric Lumley map, suggest the predominance of two-component turbulence (being axisymmetric or not) and miscellaneous turbulence (whose topological shape is less salient). Miscellaneous turbulence typically bears a higher degree of the flux similarity between momentum and heat (i.e., ({R}_{{F}_{uT}}) > 0.6) but a lower degree of that between heat and moisture (i.e., (left|{R}_{{F}_{Tq}}right|) < 0.7). The multi-resolution decomposition technique is then applied to identify larger-scale eddies of two-component topology, intermediate-scale eddies of oblate topology, and smaller-scale eddies of isotropic topology. Further analysis shows that an explicit change in eddy scale-wise topology is correlated not only with variations in ({R}_{{F}_{uT}}) and (left|{R}_{{F}_{Tq}}right|) but with the dissimilar transport of momentum and scalars, so explaining a deviation from the Reynolds and the Lewis analogies in fluid mechanics.

本研究的背景是关于湍流各向异性与动量和标量的不同传输之间关系的知识空白。我们利用对高山冰川上湍流的单级测量来探索稳定分层卡塔巴赫流中动量、热量和水分的不同传输。我们研究的动机是需要从湍流各向异性运动的全新视角来解决它们的流量差异问题。其目的是促进对边界层湍流各向异性的新认识,因为它是造成倾斜地形上动量和标量传输行为不同的一个可能因素。具体来说,动量-热通量相关系数(({R}_{F}_{uT}}/))和热湿通量相关系数(({R}_{F}_{Tq}}/))在动能各向异性的三种不同体态下各不相同。这些状态是利用重心卢姆雷图确定的,表明主要是双组分湍流(无论是否轴对称)和杂湍流(其拓扑形状不太突出)。杂湍流通常具有较高的动量与热量之间的通量相似度(即 ({R}_{F}_{uT}}) > 0.6),但热量与湿度之间的通量相似度较低(即 (left|{R}_{F}_{Tq}}right|) < 0.7)。然后,应用多分辨率分解技术识别出双组分拓扑结构的大尺度涡、扁圆拓扑结构的中尺度涡和各向同性拓扑结构的小尺度涡。进一步的分析表明,漩涡尺度拓扑的明确变化不仅与 ({R}_{F}_{uT}}) 和 (left|{R}_{F}_{Tq}}right|) 的变化相关,而且与动量和标量的不同传输相关,从而解释了流体力学中雷诺和路易斯类比的偏差。
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引用次数: 0
Evaluation of Three Shortwave Spectrum Representations on the Air-Sea Momentum Flux 评估三种短波频谱对海气动量的影响
IF 4.3 3区 地球科学 Q3 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-05-11 DOI: 10.1007/s10546-023-00842-w
Iury Angelo Gonçalves, Valdir Innocentini, Ernesto Caetano, Rosmeri Porfírio da Rocha, Luciana de Freitas Tessarolo

Studies on the shortwave spectrum, namely short-gravity, gravity-capillary, and parasitic-capillary waves, reveal that spectrum representation may modify the estimate of momentum transport at the air-sea interface. However, in numerical simulations, the shortwave spectra are usually approximated by simplified formulations. The effect of three shortwave spectrum formulations on the momentum balance at the air-sea interface was quantitatively evaluated for light to high wind speeds and fully developed seas. In the simulations, the spectra considered were: (i) obtained by an extrapolated function, (ii) dependent on the wave age derived from the observations, and (iii) from the solution of the energy balance equation. Considering computational time, the second was the fastest. while the first and third the computational time increased, respectively, by approximately 2–7% and 15–30%, depending on the wind speed. Concerning the observations, the mean square slope, the coupling parameter, and the drag coefficient, the second and third formulations showed better agreement, while the first one showed a large discrepancy. The results highlighted the importance of shortwave formulations in the analysis of the interaction between wind and wave.

对短波频谱(即短重力波、重力-毛细管波和寄生-毛细管波)的研究表明,频谱表示可能会改变对海气界面动量传输的估计。然而,在数值模拟中,短波频谱通常用简化公式近似表示。针对小风速到大风速以及完全开发海域,对三种短波频谱形式对海气界面动量平衡的影响进行了定量评估。在模拟中,考虑的频谱是(i) 通过外推函数获得,(ii) 取决于观测得出的波龄,(iii) 取决于能量平衡方程的解法。考虑到计算时间,第二种方法最快,而第一种和第三种方法的计算时间分别增加了约 2-7%和 15-30%,这取决于风速。在观测值、均方斜率、耦合参数和阻力系数方面,第二种和第三种公式显示出较好的一致性,而第一种公式则显示出较大的差异。结果凸显了短波公式在风浪相互作用分析中的重要性。
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引用次数: 0
Towards Energy-Balance Closure with a Model of Dispersive Heat Fluxes 利用分散热通量模型实现能量平衡闭合
IF 4.3 3区 地球科学 Q3 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-05-04 DOI: 10.1007/s10546-024-00868-8
Luise Wanner, Martin Jung, Sreenath Paleri, Brian J. Butterworth, Ankur R. Desai, Matthias Sühring, Matthias Mauder

In the last decades the energy-balance-closure problem has been thoroughly investigated from different angles, resulting in approaches to reduce but not completely close the surface energy balance gap. Energy transport through secondary circulations has been identified as a major cause of the remaining energy imbalance, as it is not captured by eddy covariance measurements and can only be measured additionally with great effort. Several models have already been developed to close the energy balance gap that account for factors affecting the magnitude of the energy transport by secondary circulations. However, to our knowledge, there is currently no model that accounts for thermal surface heterogeneity and that can predict the transport of both sensible and latent energy. Using a machine-learning approach, we developed a new model of energy transport by secondary circulations based on a large data set of idealized large-eddy simulations covering a wide range of unstable atmospheric conditions and surface-heterogeneity scales. In this paper, we present the development of the model and show first results of the application on more realistic LES data and field measurements from the CHEESEHEAD19 project to get an impression of the performance of the model and how the application can be implemented on field measurements. A strength of the model is that it can be applied without additional measurements and, thus, can retroactively be applied to other eddy covariance measurements to model energy transport through secondary circulations. Our work provides a promising mechanistic energy balance closure approach to 30-min flux measurements.

在过去的几十年里,人们从不同的角度对能量平衡封闭问题进行了深入研究,并提出了一些方法来缩小但并不能完全封闭地表能量平衡差距。通过次级环流进行的能量传输被认为是造成剩余能量不平衡的主要原因,因为涡度协方差测量无法捕捉到这种能量传输,只能花费大量精力进行额外测量。为了弥补能量平衡方面的差距,已经开发了一些模型,这些模型考虑了影响次级环流能量传输大小的因素。然而,据我们所知,目前还没有一个模型能考虑到热表面异质性,并能预测显热和潜热能量的传输。利用机器学习方法,我们开发了一个新的二次环流能量传输模型,该模型基于理想化大涡流模拟的大量数据集,涵盖了广泛的不稳定大气条件和表面异质性尺度。在本文中,我们介绍了该模型的开发过程,并展示了在更现实的 LES 数据和 CHEESEHEAD19 项目的实地测量数据上应用该模型的初步结果,以了解该模型的性能以及如何在实地测量数据上应用该模型。该模型的一个优点是无需额外测量即可应用,因此可以追溯到其他涡度协方差测量,以模拟二次环流的能量传输。我们的工作为 30 分钟通量测量提供了一种很有前景的机理能量平衡闭合方法。
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引用次数: 0
Local Similarity Theory as the Invariant Solution of the Governing Equations 局部相似理论作为控制方程的不变解
IF 4.3 3区 地球科学 Q3 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-04-30 DOI: 10.1007/s10546-024-00867-9
Marta Wacławczyk, Jun-Ichi Yano, Grzegorz M. Florczyk

The present paper shows that local similarity theories, proposed for the strongly-stratified boundary layers, can be derived as invariant solutions defined under the Lie-group theory. A system truncated to the mean momentum and buoyancy equations is considered for this purpose. The study further suggests how similarity functions for the mean profiles are determined from the vertical fluxes, with a potential dependence on a measure of the anisotropy of the system. A time scale that is likely to characterize the transiency of a system is also identified as a non-dimensionalization factor.

本文表明,针对强层状边界层提出的局部相似性理论,可以作为根据李群理论定义的不变解推导出来。为此考虑了一个截断为平均动量方程和浮力方程的系统。研究进一步提出了如何根据垂直通量确定平均剖面的相似函数,以及系统各向异性的潜在依赖性。此外,还确定了一个可能表征系统瞬态的时间尺度,作为一个非尺寸化因子。
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引用次数: 0
期刊
Boundary-Layer Meteorology
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