N. Schnierstein, J. Chylik, M. D. Shupe, R. A. J. Neggers
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引用次数: 0
摘要
本研究利用最近在北极气候研究多学科漂移观测站(MOSAiC)漂移实验中收集到的大量观测数据,对近两百个高分辨率的北极边界层和云的日大尺度模拟(LES)进行了约束和评估。采用标准化方法将实地测量与实验配置紧密结合。覆盖整个漂移过程代表了在单例 LES 研究基础上向前迈出的一步,并允许在一系列大气条件下根据独立数据对模型性能进行稳健评估。在拉格朗日参照系中模拟了一个均匀受迫域,并使用无线电探测仪和增值云剖面进行了初始化。规定的边界条件包括各种测量的表面特征。应用了时间恒定的复合强迫,主要包括从再分析数据中采样的下沉率。模拟运行时间为 3 小时,允许湍流和云层旋转,同时还便于与 MOSAiC 数据进行直接比较。垂直热力学结构、云特性和表面能量通量等关键方面都得到了很好的再现和保持。该模式捕捉到了北极气候中典型的大气状态的双峰分布。为了评估模式在维持观测到的边界层结构方面的能力,对选定的一些日子进行了更仔细的研究。对实验配置和模式物理的各个方面的敏感性进行了测试。模型的输入和输出可供科学界使用,补充了 MOSAiC 数据档案。与观测气象学的密切吻合证明,使用 LES 可以进一步深入了解北极边界层过程及其在北极气候变化中的作用。
Standardized Daily High-Resolution Large-Eddy Simulations of the Arctic Boundary Layer and Clouds During the Complete MOSAiC Drift
This study utilizes the wealth of observational data collected during the recent Multidisciplinary drifting Observatory for the Study of Arctic Climate (MOSAiC) drift experiment to constrain and evaluate close to two-hundred daily Large-Eddy Simulations (LES) of Arctic boundary layers and clouds at high resolutions. A standardized approach is adopted to tightly integrate field measurements into the experimental configuration. Covering the full drift represents a step forward from single-case LES studies, and allows for a robust assessment of model performance against independent data under a range of atmospheric conditions. A homogeneously forced domain is simulated in a Lagrangian frame of reference, initialized with radiosonde and value-added cloud profiles. Prescribed boundary conditions include various measured surface characteristics. Time-constant composite forcing is applied, primarily consisting of subsidence rates sampled from reanalysis data. The simulations run for 3 hours, allowing turbulence and clouds to spin up while still facilitating direct comparison to MOSAiC data. Key aspects such as the vertical thermodynamic structure, cloud properties, and surface energy fluxes are well reproduced and maintained. The model captures the bimodal distribution of atmospheric states that is typical of Arctic climate. Selected days are investigated more closely to assess the model's skill in maintaining the observed boundary layer structure. The sensitivity to various aspects of the experimental configuration and model physics is tested. The model input and output are available to the scientific community, supplementing the MOSAiC data archive. The close agreement with observed meteorology justifies the use of LES for gaining further insight into Arctic boundary layer processes and their role in Arctic climate change.
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