Pattern formation in clouds via Turing instabilities

Juliane Rosemeier, P. Spichtinger
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Abstract

Abstract Pattern formation in clouds is a well-known feature, which can be observed almost every day. However, the guiding processes for structure formation are mostly unknown, and also theoretical investigations of cloud patterns are quite rare. From many scientific disciplines the occurrence of patterns in non-equilibrium systems due to Turing instabilities is known, i.e. unstable modes grow and form spatial structures. In this study we investigate a generic cloud model for the possibility of Turing instabilities. For this purpose, the model is extended by diffusion terms. We can show that for some cloud models, i.e special cases of the generic model, no Turing instabilities are possible. However, we also present a general class of cloud models, where Turing instabilities can occur. A key requisite is the occurrence of (weakly) nonlinear terms for accretion. Using numerical simulations for a special case of the general class of cloud models, we show spatial patterns of clouds in one and two spatial dimensions. From the numerical simulations we can see that the competition between collision terms and sedimentation is an important issue for the existence of pattern formation.
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图灵不稳定性在云中的模式形成
云中图案的形成是一个众所周知的特征,几乎每天都能观测到。然而,结构形成的指导过程大多是未知的,而且对云模式的理论研究也相当罕见。在许多科学学科中,由于图灵不稳定性而导致的非平衡系统中模式的发生是已知的,即不稳定模式生长并形成空间结构。在这项研究中,我们研究了图灵不稳定性可能性的通用云模型。为此,通过扩散项对模型进行扩展。我们可以证明,对于某些云模型,即一般模型的特殊情况,不可能存在图灵不稳定性。然而,我们也提出了一类通用的云模型,其中可能发生图灵不稳定性。一个关键的必要条件是出现(弱)非线性的吸积项。利用数值模拟一般类型云模式的一个特例,我们展示了云在一个和两个空间维度上的空间模式。从数值模拟可以看出,碰撞项与沉积之间的竞争是图案形成存在的一个重要问题。
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