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理论框架下的边缘冰区中涌现的浮冰块大小分布:对数正态性的情况。

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

机构信息

Department of Mathematics and Statistics, University of Otago, Dunedin 9054, New Zealand.

出版信息

Philos Trans A Math Phys Eng Sci. 2022 Oct 31;380(2235):20210257. doi: 10.1098/rsta.2021.0257. Epub 2022 Sep 12.

DOI:10.1098/rsta.2021.0257
PMID:36088932
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'.

摘要

海冰在大尺度上并不是水平均匀的。它的形态本质上是离散的,由单个浮冰块组成。近年来,海冰模型已经将这种水平异质性纳入其中。该建模框架考虑了浮冰块大小分布(FSD)概率密度函数的演化方程,其中强迫项表示几种物理过程的影响。尽管进行了建模工作,但仍存在一个关键问题:所有强迫过程产生的 FSD 是什么?长期以来,现场观测表明 FSD 遵循幂律,但这一结果尚未被模型或实验室实验重现。本文提出了 FSD 对物理强迫的动力学理论框架。进一步研究了波浪诱导的破裂,重点研究了它如何影响 FSD。还进一步讨论了最近的建模结果,表明由于该过程,对数正态分布一致出现。在原始分析中基于幂律假设的浮冰块大小数据集也发现了对数正态性。进一步表明,基于随机碎裂理论的 FSD 动力学的简单随机过程可以预测对数正态性。因此,我们推测在某些情况下,出现的 FSD 遵循对数正态分布。本文是主题为“边缘冰区动力学的理论、建模和观测:多学科视角和展望”的一部分。

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引用本文的文献

1
Granular effects in sea ice rheology in the marginal ice zone.边缘冰区海冰流变学中的颗粒效应。
Philos Trans A Math Phys Eng Sci. 2022 Oct 31;380(2235):20210260. doi: 10.1098/rsta.2021.0260. Epub 2022 Sep 12.
2
Theory, modelling and observations of marginal ice zone dynamics: multidisciplinary perspectives and outlooks.边缘冰区动力学的理论、建模与观测:多学科视角与展望
Philos Trans A Math Phys Eng Sci. 2022 Oct 31;380(2235):20210265. doi: 10.1098/rsta.2021.0265. Epub 2022 Sep 12.
3
Floes, the marginal ice zone and coupled wave-sea-ice feedbacks.
浮冰、边缘冰区以及波-海冰-海流相互作用反馈。
Philos Trans A Math Phys Eng Sci. 2022 Oct 31;380(2235):20210252. doi: 10.1098/rsta.2021.0252. Epub 2022 Sep 12.