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The California Current System: A multiscale overview and the development of a feature-oriented regional modeling system (FORMS)

机译:加州当前系统:多尺度概述和面向功能的区域建模系统(FORms)的开发

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摘要

Over the past decade, the feature-oriented regional modeling methodology has been developed and applied in several ocean domains, including the western North Atlantic and tropical North Atlantic. This methodology is model-independent and can be utilized with or without satellite and/or in situ observations. Here we develop new feature-oriented models for the eastern North Pacific from 36° to 48°N – essentially, most of the regional eastern boundary current. This is the first time feature-modeling has been applied to a complex eastern boundary current system. As a prerequisite to feature modeling, prevalent features that comprise the multiscale and complex circulation in the California Current system (CCS) are first overviewed. This description is based on contemporary understanding of the features and their dominant space and time scales of variability. A synergistic configuration of circulation features interacting with one another on multiple and sometimes overlapping space and time scales as a meander-eddy-upwelling system is presented. The second step is to define the feature-oriented regional modeling system (FORMS). The major multiscale circulation features include the mean flow and southeastward meandering jet(s) of the California Current (CC), the poleward flowing California Undercurrent (CUC), and six upwelling regions along the coastline. Next, the typical synoptic width, location, vertical extent, and core characteristics of these features and their dominant scales of variability are identified from past observational, theoretical and modeling studies. The parameterized features are then melded with the climatology, in situ and remotely sensed data, as available.The methodology is exemplified here for initialization of primitive-equation models. Dynamical simulations are run as nowcasts and short-term (4–6 weeks) forecasts using these feature models (FM) as initial fields and the Princeton Ocean Model (POM) for dynamics. The set of simulations over a 40-day period illustrate the applicability of FORMS to a transient eastern boundary current region such as the CCS. Comparisons are made with simulations initialized from climatology only. The FORMS approach increases skill in several factors, including the: (i) maintenance of the low-salinity pool in the core of the CC; (ii) representation of eddy activity inshore of the coastal transition zone; (iii) realistic eddy kinetic energy evolution; (iv) subsurface (intermediate depth) mesoscale feature evolution; and (v) deep poleward flow evolution.Highlights► A multiscale overview of the California Current System (CCS) is presented. ► A feature oriented regional modeling system (FORMS) for the CCS is developed. ► Model initialized with FORMS are more realistic than those with climatology. ► FORMS simulations provided low salinity core, realistic EKE inshore of CTZ. ► FORMS simulations provided realistic subsurface eddies and deep poleward flows.
机译:在过去的十年中,已经开发了面向特征的区域建模方法,并将其应用于包括北大西洋西部和热带北大西洋在内的多个海洋领域。该方法与模型无关,可以在有或没有卫星和/或原位观测的情况下使用。在这里,我们为北太平洋东部从36°到48°N开发了新的面向特征的模型-基本上是大多数区域东部边界流。这是特征建模首次应用于复杂的东部边界流系统。作为特征建模的先决条件,首先概述了构成加利福尼亚潮流系统(CCS)中多尺度和复杂环流的普遍特征。此描述基于当代对特征及其主导性空间和可变时标的理解。作为一种曲折涡流上升系统,提出了一种循环特征的协同配置,这些特征在多个且有时是重叠的空间和时间尺度上相互作用。第二步是定义面向特征的区域建模系统(FORMS)。主要的多尺度环流特征包括加利福尼亚洋流(CC),向极流加利福尼亚暗流(CUC)和沿海岸线的六个上升流区域的平均流量和向东南弯曲的喷流。接下来,从过去的观察,理论和模型研究中确定这些特征的典型天气宽度,位置,垂直范围和核心特征及其主要的可变性尺度。然后将参数化的特征与气候,原位和遥感数据(如果有)融为一体。此处举例说明了用于初始化原始方程模型的方法。使用这些特征模型(FM)作为初始字段,使用普林斯顿海洋模型(POM)进行动力学,将动态模拟作为临近预报和短期(4-6周)预测进行。为期40天的一组模拟说明了FORMS在瞬态东部边界当前区域(如CCS)中的适用性。仅通过气候学初始化的模拟进行比较。 FORMS方法在以下几个方面提高了技能,包括:(i)在CC核心维护低盐度池; (ii)沿海过渡区近海涡流活动的代表; (iii)现实的涡动能演化; (iv)地下(中等深度)中尺度特征演化;重点►展示了加利福尼亚洋流系统(CCS)的多尺度概述。 ►开发了面向CCS的面向特征的区域建模系统(FORMS)。 ►使用FORMS初始化的模型比使用气候学的模型更现实。 ►FORMS模拟提供了低盐度核心,真实的CTZ沿海EKE。 ►FORMS模拟提供了逼真的地下涡流和深的极向流动。

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