Theoretical framework for the emergent floe size distribution in the marginal ice zone: the case for log-normality.

Fabien Montiel, Nicolas Mokus
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引用次数: 8

Abstract

Sea ice is not horizontally homogeneous on large scales. Its morphology is inherently discrete and made of individual floes. In recent years, sea ice models have incorporated this horizontal heterogeneity. The modelling framework considers an evolution equation for the probability density function of the floe size distribution (FSD) with forcing terms that represent the effects of several physical processes. Despite the modelling effort, a key question remains: What is the FSD emerging from the collection of all forcing processes? Field observations have long suggested that the FSD follows a power law, but this result has not been reproduced by models or laboratory experiments. The theoretical framework for FSD dynamics in response to physical forcings is presented. Wave-induced breakup is further examined with an emphasis on how it affects the FSD. Recent modelling results suggesting the consistent emergence of a log-normal distribution as a result of that process are further discussed. Log-normality is also found in a dataset of floe sizes, which was originally analysed under the power law hypothesis. A simple stochastic process of FSD dynamics, based on random fragmentation theory, is further shown to predict log-normality. We therefore conjecture that, in some situations, the emergent FSD follows a log-normal distribution. This article is part of the theme issue 'Theory, modelling and observations of marginal ice zone dynamics: multidisciplinary perspectives and outlooks'.

边缘冰区涌现浮冰粒径分布的理论框架:对数正态性的情况。
在大尺度上,海冰在水平方向上不是均匀的。它的形态本质上是离散的,由单个的花组成。近年来,海冰模型已经纳入了这种水平异质性。该模型框架考虑了流尺寸分布(FSD)的概率密度函数的演化方程,其强迫项代表了几种物理过程的影响。尽管进行了建模工作,但仍然存在一个关键问题:从所有强迫过程的集合中得出的FSD是什么?长期以来,实地观察表明,FSD遵循幂律,但这一结果尚未被模型或实验室实验再现。提出了响应物理作用力的FSD动力学的理论框架。波浪引起的破裂将进一步研究,重点是它如何影响FSD。最近的建模结果表明,由于这一过程,会不断出现对数正态分布,本文对此作了进一步讨论。在最初根据幂律假设分析的流大小数据集中也发现了对数正态性。基于随机破碎理论的FSD动力学的一个简单随机过程进一步证明了它可以预测对数正态性。因此,我们推测,在某些情况下,紧急FSD服从对数正态分布。本文是“边缘冰带动力学的理论、建模和观测:多学科观点和展望”主题问题的一部分。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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