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Bathymetry-aware mesoscale eddy parameterizations across upwelling slope fronts: A machine learning-augmented approach 横跨上升流斜坡锋面的深度感知中尺度涡参数化:一种机器学习增强方法
IF 3.5 2区 地球科学 Q1 OCEANOGRAPHY Pub Date : 2023-09-08 DOI: 10.1175/jpo-d-23-0017.1
Chenyue Xie, Huaiyu Wei, Yan Wang
Mesoscale eddy buoyancy fluxes across continental slopes profoundly modulate the boundary current dynamics and shelf-ocean exchanges, but have yet to be appropriately parameterized via the Gent-McWilliams (GM) scheme in predictive ocean models. In this work, we test the prognostic performance of multiple GM variants in non-eddying simulations of upwelling slope fronts that are commonly found along the subtropical continental margins. The tested GM variants range from a set of constant eddy buoyancy diffusivities to recently developed energetically-constrained, bathymetry-aware diffusivities, whose implementation is augmented by an artificial neural network (ANN) serving to predict the mesoscale eddy energy based on the topographic and mean flow quantities online. In addition, an ANN is employed to parameterize the cross-slope eddy momentum flux (EMF) that maintains a barotropic flow field analogous to that in an eddy-resolving model. Our tests reveal that non-eddying simulations employing the bathymetry-aware forms of the Rhines scale-based scheme and GEOMETRIC scheme (Wang and Stewart, 2020; https://doi.org/10.1016/j.ocemod.2020.101579) can most accurately reproduce the heat contents and along-slope baroclinic transports as those in the eddy-resolving simulations. Further analyses reveal certain degrees of physical consistency in the ANN-inferred eddy energy, which tends to grow (decay) as isopycnal slopes are steepened (flattened), and in the parameterized EMF, which exhibits the correct strength of shaping the flow baroclinicity if a bathymetry-aware GM variant is jointly used. These findings provide a recipe of GM variants for use in non-eddying simulations with continental slopes and highlight the potential of machine learning techniques to augment physics-based mesoscale eddy parameterization schemes.
跨越大陆斜坡的中尺度涡浮力通量深刻地调节了边界流动力学和陆架-海洋交换,但在预测海洋模型中尚未通过Gent-McWilliams(GM)方案进行适当的参数化。在这项工作中,我们在亚热带大陆边缘常见的上升流斜坡锋的非涡旋模拟中测试了多个GM变体的预测性能。测试的GM变体范围从一组恒定涡浮力扩散系数到最近开发的能量约束、水深感知扩散系数,其实现通过人工神经网络(ANN)来增强,该网络用于基于地形和平均流量在线预测中尺度涡能量。此外,还采用了人工神经网络来参数化横坡涡动量通量(EMF),该通量保持与涡解析模型中的正压流场类似的正压流场。我们的测试表明,采用基于Rhines尺度的方案和GEOMETRIC方案的水深感知形式的非涡流模拟(Wang和Stewart,2020;https://doi.org/10.1016/j.ocemod.2020.101579)可以最准确地再现涡解析模拟中的热含量和沿斜坡斜压输运。进一步的分析揭示了ANN推断的涡流能量和参数化EMF中的一定程度的物理一致性,前者倾向于随着等密度斜率的变陡(变平)而增长(衰减),后者在联合使用水深感知GM变体的情况下表现出塑造流斜压性的正确强度。这些发现为大陆斜坡的非涡旋模拟提供了GM变体的配方,并突出了机器学习技术增强基于物理的中尺度涡旋参数化方案的潜力。
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引用次数: 0
Recirculation of Canada Basin Deep Water in the Amundsen Basin, Arctic 北极阿蒙森盆地加拿大盆地深水的再循环
IF 3.5 2区 地球科学 Q1 OCEANOGRAPHY Pub Date : 2023-09-07 DOI: 10.1175/jpo-d-22-0252.1
S. Karam, C. Heuzé, Vasco Müller, Yixi Zheng
It is evident from hydrographic profiles in the Arctic Ocean that relatively warm and salty Canada Basin Deep Water (CBDW) flows over the Lomonosov Ridge into the Amundsen Basin, in the Eurasian Arctic. However, oceanographic data in the deep Arctic Ocean are scarce, making it difficult to analyse the spatial extent or the dynamics of this inflow. Here we present new hydrographic data from two recent expeditions as well as historical data from previous expeditions in the central Arctic. We use an end-member analysis to quantify the presence of CBDW in the Amundsen and Nansen Basin and infer new circulation pathways. We find that the inflow of CBDW is intermittent, and that it recirculates in the Amundsen Basin along Gakkel Ridge. Although the forcing mechanisms for the inflow of CBDW into the Amundsen Basin remain unclear owing to the lack of continuous observations, we demonstrate that density-driven overflows, even intermittent, and the pressure gradient across the Lomonosov Ridge are unlikely drivers. We also find multiple deep eddies with a CBDW content of up to 600 g kg-1 and a vertical extent of up to 1200 metres in the Amundsen Basin. The high CBDW content of these eddies suggests that they can efficiently trap CBDW and transport its heat and salt over long distances.
从北冰洋的水文剖面可以明显看出,相对温暖和咸的加拿大盆地深水(CBDW)流经罗蒙诺索夫山脊,流入欧亚北极的阿蒙森盆地。然而,北冰洋深处的海洋学数据很少,因此很难分析这种流入的空间范围或动力学。在这里,我们展示了最近两次探险的新水文数据,以及之前在北极中部探险的历史数据。我们使用末端成员分析来量化CBDW在阿蒙森和南森盆地的存在,并推断新的环流路径。我们发现CBDW的流入是间歇性的,并且它沿着Gakkel山脊在阿蒙森盆地再循环。尽管由于缺乏连续观测,CBDW流入阿蒙森盆地的强迫机制仍不清楚,但我们证明,密度驱动的溢流,甚至是间歇性的,以及罗蒙诺索夫山脊的压力梯度不太可能是驱动因素。我们还在阿蒙森盆地发现了多个CBDW含量高达600 g kg-1、垂直范围高达1200米的深层涡旋。这些涡流的高CBDW含量表明,它们可以有效地捕获CBDW,并将其热量和盐分远距离输送。
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引用次数: 0
Numerical simulations of internal tide dynamics in a steep submarine canyon 海底陡峭峡谷内部潮汐动力学的数值模拟
IF 3.5 2区 地球科学 Q1 OCEANOGRAPHY Pub Date : 2023-09-06 DOI: 10.1175/jpo-d-23-0040.1
E. Masunaga, M. Alford, Andrew J. Lucas, Andrea Rodriguez-Marin Freudmann
This study investigates three-dimensional semidiurnal internal tide (IT) energetics in the vicinity of La Jolla Canyon, a steep shelf submarine canyon off the South California Coast, with the SUNTANS numerical simulator. Numerical simulations show vertical structure and temporal phasing consistent with detailed field observations. ITs induce large (approximately 34-m peak-to-peak) isotherm displacements and net onshore IT energy flux up to 200 W m-1. Although the net IT energy flux is onshore, the steep supercritical slope around the canyon results in strong reflection. The model provides the full life span of internal tides around the canyon, including internal tide generation, propagation and dissipation. ITs propagate into the canyon from the south and are reflected back towards offshore from the canyon’s north side. In the inner part of the canyon, elevated mixing occurs in the middle layer due to an interaction between incident mode-1 ITs and reflected higher-mode ITs. The magnitude of IT flux, generation and dissipation on the south side of the canyon are higher than those on the north side. An interference pattern in horizontal kinetic energy and available potential energy with a scale of approximately 20–50 km arises due to low-mode wave reflections. Our results provide new insight into IT dynamics associated with a small scale canyon topography.
本研究利用SUNTANS数值模拟器研究了拉霍亚峡谷附近的三维半日内潮(IT)能量学,拉霍亚峡谷是南加州海岸外的一个陡峭的大陆架海底峡谷。数值模拟显示垂直结构和时间相位与详细的现场观测结果一致。ITs诱导大(峰对峰约34米)等温线位移和陆上IT净能量通量高达200w m-1。尽管净IT能量通量在岸上,但峡谷周围陡峭的超临界斜坡导致了强烈的反射。该模型提供了峡谷周围内潮的全寿命期,包括内潮的产生、传播和消散。它从南部传播到峡谷,并从峡谷的北侧反射回海岸。在峡谷内部,由于入射模式1 ITs与反射高模式ITs之间的相互作用,在中间层发生了高混合。峡谷南侧的IT通量、产生和消散强度均高于峡谷北侧。由于低模波反射,产生了水平动能和有效势能的干涉图样,其尺度约为20-50 km。我们的研究结果为与小尺度峡谷地形相关的IT动力学提供了新的见解。
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引用次数: 0
Seasonal Variability of Near-Inertial/Semidiurnal Fluctuations and Turbulence in the Sub-Arctic North Atlantic 北大西洋亚北极地区近惯性/半日波动和湍流的季节变化
IF 3.5 2区 地球科学 Q1 OCEANOGRAPHY Pub Date : 2023-09-01 DOI: 10.1175/jpo-d-22-0231.1
Eric Kunze, R. Lien, C. Whalen, J. Girton, Barry Ma, M. Buijsman
Six profiling floats measured water-mass properties (Т, S), horizontal velocities (u, v) and microstructure thermal-variance dissipation rates χT in the upper ~1 km of Iceland and Irminger Basins in the eastern sub-polar North Atlantic from June 2019 to April 2021. The floats drifted into slope boundary currents to travel counterclockwise around the basins. Pairs of velocity profiles half an inertial period apart were collected every 7-14 days. These half-inertial-period pairs are separated into subinertial eddy (sum) and inertial/semidiurnal (difference) motions. Eddy flow speeds are ~O(0.1 m s−1) in the upper 400 m, diminishing to ~O(0.01 m s−1) by ~800-m depth. In late summer through early spring, near-inertial motions are energized in the surface layer and permanent pycnocline to at least 800-m depth almost simultaneously (within the 14-day temporal resolution), suggesting rapid transformation of large-horizontal-scale surface-layer inertial oscillations into near-inertial internal waves with high vertical group velocities through interactions with eddy vorticity-gradients (effective β). During the same period, internal-wave vertical shear variance was 2-5 times canonical midlatitude magnitudes and dominantly clockwise-with-depth (downward energy propagation). In late spring and early summer, shear levels are comparable to canonical midlatitude values and dominantly counterclockwise-with-depth (upward energy propagation), particularly over major topographic ridges. Turbulent diapycnal diffusivities K ~O(10−4 m2 s−1) are an order of magnitude larger than canonical mid-latitude values. Depth-averaged (10-1000 m) diffusivities exhibit factor-of-three month-by-month variability with minima in early August.
2019年6月至2021年4月,六个剖面浮标测量了北大西洋东部亚极地冰岛和伊明格尔盆地上游约1公里的水体性质(Т,S)、水平速度(u,v)和微观结构热变化耗散率χT。漂浮物漂移到斜坡边界流中,沿逆时针方向在盆地周围流动。每隔7-14天收集一对相隔半惯性周期的速度剖面。这些半惯性周期对被分为亚惯性涡(和)和惯性/半日(差)运动。涡流速度在上部400 m处为~O(0.1 m s−1),在800 m深度处降至~O(0.01 m s−2)。在夏末至早春,表层和永久性比重跃层中的近惯性运动几乎同时被激发到至少800-m的深度(在14天的时间分辨率内),这表明通过与涡度梯度(有效β)的相互作用,大水平尺度表层惯性振荡迅速转变为具有高垂直群速度的近惯性内波。在同一时期,内波垂直剪切方差是标准中纬度震级的2-5倍,并且主要是顺时针方向随深度变化(向下能量传播)。在春末夏初,剪切水平与典型的中纬度值相当,并且主要是逆时针方向随深度变化(向上能量传播),特别是在主要地形山脊上。湍流滞流扩散系数K~O(10−4 m2 s−1)比标准中纬度值大一个数量级。深度平均(10-1000m)扩散系数表现出三个月的变化因子,8月初最小。
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引用次数: 0
Predicting Turbulent Vertical Velocity in the Ocean Surface Layer under Mixed Convective and Wind/Wave Forcing 混合对流和风/波强迫下海洋表层湍流垂直速度的预测
IF 3.5 2区 地球科学 Q1 OCEANOGRAPHY Pub Date : 2023-09-01 DOI: 10.1175/jpo-d-22-0213.1
A. Gargett
Turbulence in the ocean surface layer is forced by a mixture of buoyancy, wind, and wave processes that evolves over time scales from the diurnal scale of buoyancy forcing, through storm time scales, to the annual cycle. This study seeks a predictor for root-mean-square w (rmsw), a time and surface layer average of turbulent vertical velocity w measured by bottom-mounted vertical-beam acoustic Doppler current profilers, in terms of concurrently measured surface forcing fields. Data used are from two coastal sites, one shallow (LEO, 15-m depth) and one deeper (R2, 26-m depth). The analysis demonstrates that it is possible to predict observed rmsw with a simple linear combination of two scale velocities, one the convective scale velocity familiar from the atmospheric literature, the other a scale velocity wS representing combined wind and wave effects. Three variants are considered for this latter scale velocity, the wind stress velocity alone and two forms using both and US, a Stokes velocity characteristic of the surface wave field. At both sites, the two-parameter fit using alone is least accurate, while fits using the other two variants are essentially indistinguishable. At both sites, the coefficient multiplying is the same, within error bounds, and within the range of previous observations. At the deeper site, the coefficient multiplying the wind/wave scale velocity wS is approximately half that at the shallow site, a difference here attributed to difference in wave character.
海洋表层的湍流是由浮力、风和波浪过程的混合作用造成的,这些过程随时间尺度的变化而变化,从浮力的日尺度到风暴时间尺度,再到年周期。本研究旨在寻找一种预测器,以同时测量的地表强迫场来预测均方根w (rmsw), rmsw是由底部垂直波束声学多普勒电流剖面仪测量的湍流垂直速度w的时间和表层平均值。所使用的数据来自两个沿海站点,一个较浅(LEO,深度15米),另一个较深(R2,深度26米)。分析表明,可以用两个尺度速度的简单线性组合来预测观测到的rmsw,一个是大气文献中常见的对流尺度速度,另一个是代表风浪联合效应的尺度速度wS。对于后一种尺度速度,考虑了三种变体,单独的风应力速度和两种使用both和US的形式,表面波场的斯托克斯速度特征。在这两个地点,单独使用的双参数拟合是最不准确的,而使用其他两个变量的拟合基本上是无法区分的。在这两个地点,系数相乘是相同的,在误差范围内,并在以前的观测范围内。在较深的地点,风/波尺度速度的系数乘以wS大约是浅层地点的一半,这里的差异归因于波浪特性的差异。
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引用次数: 0
Contribution of deep vertical velocity to deficiency of Sverdrup transport in the low-latitude North Pacific 深垂直速度对北太平洋低纬度Sverdrup输运不足的贡献
IF 3.5 2区 地球科学 Q1 OCEANOGRAPHY Pub Date : 2023-09-01 DOI: 10.1175/jpo-d-23-0006.1
Zhang Kun, Wang Qiang, Baoshu Yin, Dezhou Yang, Yang Lina
Deep vertical velocity is a critical factor causing deficiencies in Sverdrup theory. However, few studies have focused on its influence in the low-latitude western Pacific. Through multiple analyses of observational, reanalysis, and simulation data, this study explored the contribution of deep non-zero vertical velocity to the Sverdrup transport inaccuracy in the low-latitude North Pacific. The vertical velocities inducing relatively small non-Sverdrup transport exist within 1500–2500 m, which exhibit similar patterns with opposite values to the south and north of 13°N. The zonally integrated meridional volume transport associated with these vertical velocities displays non-negligible dipolar zonal bands west of approximately 150°W. The positive and negative transport bands, centered at 11°N and 17°N, can reach an amplitude of approximately 8.0 Sv when integrated from the eastern boundary to 140°E. On average, such integrated meridional transport makes up roughly half of the prominent Sverdrup transport discrepancies in the central-western Pacific. Further investigation indicated that the spatial pattern of these vertical velocities is modulated by ocean topography and deep southward currents. Moreover, a near-global test suggested that the meridional non-Sverdrup transport related to deep vertical velocity is widespread and undergoes remarkable multidecadal variation. This study reveals the disruptive role of deep vertical velocity in disturbing the Sverdrup balance and emphasizes the consideration of its long-term variation when diagnosing wind-driven circulation changes using Sverdrup theory.
深垂直速度是造成Sverdrup理论不足的关键因素。然而,很少有研究关注它对低纬度西太平洋的影响。通过对观测资料、再分析资料和模拟资料的综合分析,探讨了北太平洋低纬度地区深层非零垂直速度对Sverdrup传输误差的贡献。在1500 ~ 2500 m范围内存在相对较小的非sverdrup输送的垂直速度,在13°N以南和以北表现出相似的模式,值相反。与这些垂直速度相关的纬向积分经向体积输送在约150°W以西显示不可忽略的偶极纬向带。以11°N和17°N为中心的正输运带和负输运带,从东边界到140°E积分后振幅约为8.0 Sv。平均而言,这种综合经向输送构成了中西部太平洋突出的斯维德鲁普输送差异的大约一半。进一步的研究表明,这些垂直速度的空间格局受到海洋地形和深南流的调制。此外,近全球测试表明,与深垂直速度相关的经向非sverdrup输送是广泛存在的,并且经历了显著的多年代际变化。本研究揭示了深垂直速度在干扰Sverdrup平衡中的破坏作用,并强调在利用Sverdrup理论诊断风致环流变化时应考虑其长期变化。
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引用次数: 0
Equity, Inclusion, and Justice: An Opportunity for Action for AMS Publications Stakeholders 公平、包容和正义:AMS出版物利益相关者的行动机会
IF 3.5 2区 地球科学 Q1 OCEANOGRAPHY Pub Date : 2023-09-01 DOI: 10.1175/jpo-d-23-0160.1
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引用次数: 0
Moored observations of the West Greenland Coastal Current along the Southwest Greenland Shelf 西格陵兰海岸流沿西南格陵兰大陆架的系泊观测
IF 3.5 2区 地球科学 Q1 OCEANOGRAPHY Pub Date : 2023-08-30 DOI: 10.1175/jpo-d-23-0104.1
N. Foukal, R. Pickart
We present the first continuous mooring records of the West Greenland Coastal Current (WGCC), a conduit of fresh, buoyant outflow from the Arctic Ocean and the Greenland Ice Sheet. Nearly two years of temperature, salinity, and velocity data from 2018-2020 demonstrate that the WGCC on the Southwest Greenland shelf is a well-formed current distinct from the shelfbreak jet but exhibits strong chaotic variability in its lateral position on the shelf, ranging from the coastline to the shelfbreak (50 km offshore). We calculate the WGCC volume and freshwater transports during the 35% of the time when the mooring array fully bracketed the current. During these periods, the WGCC remains as strong (0.83 +/− 0.02 Sverdrup; 1 Sv = 106 m3/s) as the East Greenland Coastal Current (EGCC) on the Southeast Greenland shelf (0.86 +/− 0.05 Sv) but is saltier than the EGCC and thus transports less liquid freshwater (30 × 10−3 Sv in the WGCC versus 42 x 10−3 Sv in the EGCC). These results indicate that a significant portion of the liquid freshwater in the EGCC is diverted from the coastal current as it rounds Cape Farewell. We interpret the dominant spatial variability of the WGCC as an adjustment to upwelling-favorable wind forcing on the West Greenland shelf and a separation from the coastal bathymetric gradient. An analysis of the winds near southern Greenland supports this interpretation, with non-local winds on the Southeast Greenland shelf impacting the WGCC volume transport more strongly than local winds over the Southwest Greenland shelf.
我们展示了西格陵兰海岸流(WGCC)的首次连续系泊记录,这是一条从北冰洋和格陵兰冰盖流出的新鲜浮力管道。2018-2020年近两年的温度、盐度和速度数据表明,格陵兰西南陆架上的WGCC是一个形成良好的洋流,不同于陆架断裂喷流,但其在陆架上从海岸线到陆架断裂(离岸50公里)的横向位置表现出强烈的混乱变化。我们计算了系泊阵列完全包围水流的35%时间内的WGCC体积和淡水运输量。在此期间,WGCC的强度(0.83+/-0.02 Sverdrup;1 Sv=106 m3/s)与格陵兰东南陆架上的东格陵兰海岸流(EGCC)相同(0.86+/-0.05 Sv),但比EGCC更咸,因此输送的液态淡水更少(WGCC为30×10−3 Sv,而EGCC为42×10−3Sv)。这些结果表明,EGCC中很大一部分液态淡水在绕过永别角时从海岸流中分流。我们将WGCC的主要空间变化解释为对西格陵兰大陆架上涌有利风力的调整,以及与海岸测深梯度的分离。对格陵兰岛南部附近风的分析支持了这一解释,格陵兰岛东南部陆架的非本地风对WGCC体积传输的影响比格陵兰岛西南部陆架上的本地风更大。
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引用次数: 0
Fresh water and atmospheric cooling control on density-compensated overturning in the Labrador Sea 拉布拉多海密度补偿倾覆的淡水和大气冷却控制
IF 3.5 2区 地球科学 Q1 OCEANOGRAPHY Pub Date : 2023-08-24 DOI: 10.1175/jpo-d-22-0238.1
Y. Bebieva, M. Lozier
As they rim the basin from the southern tip of Greenland to the southern Labrador coast, the waters in the Labrador Sea boundary current undergo a significant transformation in salinity and temperature, but much less so in density. Motivated by these observations, a previously developed simple three-layer model is adapted to understand the processes responsible for this density-compensated overturning in the Labrador Sea. From our model simulations, we find that the density-compensating water mass transformation in the boundary current can be largely attributed to the combined effect of 1) direct atmospheric cooling of the relatively warm boundary current and 2) freshening due to mixing with the shallower and fresh waters derived from Greenland meltwater discharge and Arctic Ocean inflow. Freshening of the boundary current waters due to the excess of precipitation over evaporation in the basin has an important, but less impactful role in the density compensation. Studies examining the sensitivity of the density compensation to the freshwater entry location reveal a larger impact when the freshwater enters the boundary current on the Greenland side of the basin, compared to the Labrador side. These results yield insights into how increasing meltwater in the subpolar North Atlantic will affect the overturning.
从格陵兰岛南端到拉布拉多南部海岸,拉布拉多海边界流的海水在盐度和温度上经历了显著的变化,但密度的变化要小得多。受这些观测结果的启发,一个先前开发的简单三层模型被用于理解造成拉布拉多海密度补偿型倾覆的过程。从我们的模式模拟中,我们发现边界流中密度补偿的水团转换在很大程度上可归因于1)相对温暖的边界流的直接大气冷却和2)由于格陵兰融水排放和北冰洋流入的较浅和淡水混合而产生的清新作用。在密度补偿中,由于流域内降水超过蒸发而导致的边界水流变新鲜具有重要但影响较小的作用。对淡水进入位置对密度补偿的敏感性的研究表明,当淡水进入盆地格陵兰一侧的边界流时,与拉布拉多一侧相比,密度补偿的影响更大。这些结果使我们深入了解北大西洋次极区融水的增加将如何影响冰盖的倾覆。
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引用次数: 2
Clarifying the Distinction Between Steric and Baroclinic Sea Surface Height 澄清立体海面高度与斜压海面高度的区别
IF 3.5 2区 地球科学 Q1 OCEANOGRAPHY Pub Date : 2023-08-23 DOI: 10.1175/jpo-d-23-0073.1
E. Zaron, R. Ray
One of the most fundamental uses of ocean models is for the prediction of sea level. Vertical integration of the hydrostatic equation leads to the partitioning of sea level in terms of atmospheric pressure, steric height, and bottom pressure. In an effort to validate the baroclinic wave dynamics of numerical ocean models, some researchers have compared the steric height from models with the sea level anomaly derived from satellite altimetry. The use of steric height in these comparisons captures the qualitative aspects of the baroclinic waves, but it neglects a non-negligible contribution from bottom pressure. A more accurate evaluation of baroclinic wave dynamics using sea level would involve projecting the pressure field onto orthogonal barotropic and baroclinic components to isolate the baroclinic sea level anomaly. This note illustrates the quantitative difference between steric height and baroclinic sea level, which amounts to approximately a 20% bias of steric height over baroclinic sea level, depending on location.
海洋模型最基本的用途之一是预测海平面。流体静力方程的垂直积分导致了海平面根据大气压力、立体高度和底部压力的划分。为了验证海洋数值模型的斜压波动力学,一些研究人员将模型中的空间高度与卫星测高得出的海平面异常进行了比较。在这些比较中使用空间高度捕捉了斜压波的定性方面,但忽略了底部压力的不可忽略的贡献。使用海平面对斜压波动力学进行更准确的评估需要将压力场投影到正交的正压和斜压分量上,以隔离斜压海平面异常。该注释说明了立体高度和斜压海平面之间的定量差异,根据位置的不同,立体高度相对于斜压海水平的偏差约为20%。
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引用次数: 0
期刊
Journal of Physical Oceanography
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