Simulation of the dynamics of the Hansbreen tidal glacier (Svalbard) based on the stochastic model

IF 0.7 Q4 GEOSCIENCES, MULTIDISCIPLINARY
A. Kislov, A. Glazovsky
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引用次数: 0

Abstract

The dynamics of the Hansbreen tidal glacier (Svalbard) is manifested at different time scales. In addition to the long-term trend, there are noticeable inter-annual fluctuations. And the last ones are precisely the subject of this work. Based on general conclusions of the theory of temporal dynamics of the massive inertial objects, the observed inter-annual changes in the length of the glacier can be explained as a result of the accumulation of anomalies of the heat fluxes and water flows. In spite the fact that the initial model of glacier dynamics is deterministically based on the physical law of conservation of ice mass (the so-called the «minimal model» was used), the model of length change is interpreted as stochastic. From this standpoint, it is the Langevin equation, which includes the effect of random temperature anomalies that can be interpreted as a white noise. From a mathematical point of view, this process is analogous to Brownian motion, i.e. the length of the Hansbreen glacier randomly fluctuates in the vicinity of its stable equilibrium position. Based on the Langevin equation, we passed to the Fokker–Planck equation, the solution of which allowed us to obtain the distribution function of the probabilities of interannual fluctuations of glacier length, which is close to the normal law. It was shown that the possible range of the variability covers the observed interval of the length fluctuations. The pdf is close to normal distribution.
基于随机模型的斯瓦尔巴群岛汉斯布林潮汐冰川动力学模拟
汉斯布林潮汐冰川(斯瓦尔巴群岛)的动态在不同的时间尺度上表现出来。除了长期趋势外,还有明显的年际波动。而最后一种恰恰是本文的主题。根据大质量惯性物体时间动力学理论的一般结论,观测到的冰川长度年际变化可以解释为热通量和水流异常积累的结果。尽管冰川动力学的初始模型确定性地基于冰块守恒的物理定律(使用了所谓的“最小模型”),但长度变化的模型被解释为随机的。从这个角度来看,它是朗之万方程,它包括随机温度异常的影响,可以解释为白噪声。从数学的角度来看,这一过程类似于布朗运动,即汉斯布林冰川的长度在其稳定平衡位置附近随机波动。在Langevin方程的基础上,我们将其传递到Fokker-Planck方程,其解可以得到冰川长度年际波动概率的分布函数,该分布函数接近正态律。结果表明,变异性的可能范围涵盖了长度波动的观测区间。pdf接近正态分布。
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来源期刊
Led i Sneg-Ice and Snow
Led i Sneg-Ice and Snow GEOSCIENCES, MULTIDISCIPLINARY-
CiteScore
1.50
自引率
42.90%
发文量
11
审稿时长
8 weeks
期刊介绍: The journal was established with the aim of publishing new research results of the Earth cryosphere. Results of works in physics, mechanics, geophysics, and geochemistry of snow and ice are published here together with geographical aspects of the snow-ice phenomena occurrence in their interaction with other components of the environment. The challenge was to discuss the latest results of investigations carried out on Russia’s territory and works performed by Russian investigators together with foreign colleagues. Editorial board works in collaboration with Glaciological Association that is professional community of specialists in glaciology from all republics of the Former Soviet Union which are now new independent states. The journal serves as a platform for the presentation and discussion of new discoveries and results which help to elucidate the state of the Earth’s cryosphere and the characteristics of the evolution of the snow-ice processes and phenomena under the current conditions of rapid climate change.
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