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Inhomogeneous cloud evaporation, invariance, and Damk?hler number

机译:不均匀的云蒸发,不变性和Damk?hler数

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An idealized eddy-diffusivity model of entrainment mixing and evaporation is presented consisting of a continuous Eulerian relative humidity field and discrete Lagrangian droplets. Lagrangian droplet trajectories are calculated using a Brownian motion with commensurate diffusivity and a Lagrangian velocity decorrelation that is consistent with turbulent mixing. Using this new model, we revisit Jensen and Baker (1989)'s (JB) classic study of inhomogeneous mixing. Analysis of the governing dynamical and microphysical equations for the simplified geometry used by JB indicates that droplet spectral dispersion is a function of only three parameters: the ratio of the mixing and droplet evaporation timescales (the Damk?hler number, Da), the fraction of entrained air and the critical entrainment fraction that produces a cloudless but saturated well-mixed final state. These dependencies are encapsulated in four invariance theorems for isobaric mixing and evaporation that we derive and that establish a set of self-similar solutions for general entrainment scenarios that include sedimentation. A comparison of the predictions of our new model with JB's results verifies the acknowledged “homogeneous evaporation bias” in their model formulation and the exclusion of the large Da limit in JB's study. A full investigation of the JB entrainment scenario using our new model reveals a transition from homogeneous to inhomogeneous mixing in the droplet spectral dispersion at Da ≈ 5 and extreme inhomogeneous mixing behavior in the limit Da → ∞. The PDFs of the time-integrated Lagrangian subsaturation, int, in the inhomogeneous regime are observed to asymptote to a int ?1 law; implications of this finding for subgrid cloud modeling are discussed.
机译:提出了夹带混合和蒸发的理想涡流扩散模型,该模型由连续的欧拉相对湿度场和离散的拉格朗日液滴组成。拉格朗日液滴轨迹是使用具有适当扩散率的布朗运动和与湍流混合一致的拉格朗日速度去相关来计算的。使用这种新模型,我们回顾了Jensen和Baker(1989)(JB)关于非均匀混合的经典研究。对JB使用的简化几何的动力学和微观物理控制方程的分析表明,液滴的光谱色散仅是三个参数的函数:混合和液滴蒸发时标之比(Damk?hler数,Da),夹带空气和临界夹带分数,产生无云但饱和的充分混合的最终状态。这些依赖性封装在我们得出的等压混合和蒸发的四个不变性定理中,它们为包括沉淀在内的一般夹带情况建立了一套自相似解。通过将我们的新模型的预测结果与JB的结果进行比较,可以验证模型制定中公认的“均匀蒸发偏差”以及JB的研究中排除了较大的Da限制。使用我们的新模型对JB夹带情况进行的全面研究表明,在Da≈5时,液滴光谱色散从均质混合过渡到非均质,在Da→∞极限处出现极端不均匀的混合行为。在非均匀状态下,时间积分的拉格朗日子饱和度int的PDF渐近于int?1定律。讨论了该发现对亚网格云建模的意义。

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