Sea-ice floe-size distribution in the context of spontaneous scaling emergence in stochastic systems.

Sea-ice floe-size distribution (FSD) in ice-pack covered seas influences many aspects of ocean-atmosphere interactions. However, data concerning FSD in the polar oceans are still sparse and processes shaping the observed FSD properties are poorly understood. Typically, power-law FSDs are assumed although no feasible explanation has been provided neither for this one nor for other properties of the observed distributions. Consequently, no model exists capable of predicting FSD parameters in any particular situation. Here I show that the observed FSDs can be well represented by a truncated Pareto distribution P(x)=x(-1-α) exp[(1-α)/x] , which is an emergent property of a certain group of multiplicative stochastic systems, described by the generalized Lotka-Volterra (GLV) equation. Building upon this recognition, a possibility of developing a simple agent-based GLV-type sea-ice model is considered. Contrary to simple power-law FSDs, GLV gives consistent estimates of the total floe perimeter, as well as floe-area distribution in agreement with observations.

[1]  P. Heil,et al.  Observed changes in sea-ice floe size distribution during early summer in the western Weddell Sea , 2008 .

[2]  H. Hellmer,et al.  The ISPOL drift experiment , 2008 .

[3]  C. Haas,et al.  Sea ice and snow thickness and physical properties of an ice floe in the western Weddell Sea and their changes during spring warming , 2008 .

[4]  M. Hopkins,et al.  Floe formation in Arctic sea ice , 2006 .

[5]  Takenobu Toyota,et al.  Characteristics of sea ice floe size distribution in the seasonal ice zone , 2006 .

[6]  Yongfu Xu,et al.  Fractal model for size effect on ice failure strength , 2004 .

[7]  M. Wakatsuchi,et al.  Ice floe distribution in the Sea of Okhotsk in the period when sea‐ice extent is advancing , 2004 .

[8]  M. Hopkins,et al.  Formation of an aggregate scale in Arctic sea ice , 2004 .

[9]  J. Weiss,et al.  Scaling of Fracture and Faulting of Ice on Earth , 2003 .

[10]  S. Solomon,et al.  Theoretical analysis and simulations of the generalized Lotka-Volterra model. , 2002, Physical review. E, Statistical, nonlinear, and soft matter physics.

[11]  Sorin Solomon,et al.  Stable power laws in variable economies; Lotka-Volterra implies Pareto-Zipf , 2002 .

[12]  J. Weiss,et al.  Fracture and fragmentation of ice: a fractal analysis of scale invariance , 2001 .

[13]  S. Solomon,et al.  Power laws of wealth, market order volumes and market returns , 2001, cond-mat/0102423.

[14]  B. Holt,et al.  The effect of a storm on the 1992 summer sea ice cover of the Beaufort, Chukchi, and East Siberian Seas , 2001 .

[15]  S. Solomon,et al.  Power-law distributions and Lévy-stable intermittent fluctuations in stochastic systems of many autocatalytic elements. , 1999, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[16]  J. Weiss,et al.  Fracturing of ice under compression creep as revealed by a multifractal analysis , 1998 .

[17]  Moshe Levy,et al.  Generic emergence of power law distributions and Lévy-Stable intermittent fluctuations in discrete logistic systems , 1998, adap-org/9804001.

[18]  M. Levy,et al.  Spontaneous Scaling Emergence In Generic Stochastic Systems , 1996, adap-org/9609002.

[19]  Mark A. Hopkins,et al.  On the mesoscale interaction of lead ice and floes , 1996 .

[20]  S. Solomon,et al.  POWER LAWS ARE LOGARITHMIC BOLTZMANN LAWS , 1996, adap-org/9607001.

[21]  M. Steele Sea ice melting and floe geometry in a simple ice‐ocean model , 1992 .

[22]  I. Allison,et al.  Ocean-atmosphere energy exchange over thin, variable concentration Antarctic pack ice , 1991, Annals of Glaciology.

[23]  Mitsugu Matsushita,et al.  Fractal Viewpoint of Fracture and Accretion , 1985 .

[24]  D. Rothrock,et al.  Measuring the sea ice floe size distribution , 1984 .