Literature DB >> 18237750

Statistical mechanics unifies different ecological patterns.

Roderick C Dewar1, Annabel Porté.   

Abstract

Recently there has been growing interest in the use of maximum relative entropy (MaxREnt) as a tool for statistical inference in ecology. In contrast, here we propose MaxREnt as a tool for applying statistical mechanics to ecology. We use MaxREnt to explain and predict species abundance patterns in ecological communities in terms of the most probable behaviour under given environmental constraints, in the same way that statistical mechanics explains and predicts the behaviour of thermodynamic systems. We show that MaxREnt unifies a number of different ecological patterns: (i) at relatively local scales a unimodal biodiversity-productivity relationship is predicted in good agreement with published data on grassland communities, (ii) the predicted relative frequency of rare vs. abundant species is very similar to the empirical lognormal distribution, (iii) both neutral and non-neutral species abundance patterns are explained, (iv) on larger scales a monotonic biodiversity-productivity relationship is predicted in agreement with the species-energy law, (v) energetic equivalence and power law self-thinning behaviour are predicted in resource-rich communities. We identify mathematical similarities between these ecological patterns and the behaviour of thermodynamic systems, and conclude that the explanation of ecological patterns is not unique to ecology but rather reflects the generic statistical behaviour of complex systems with many degrees of freedom under very general types of environmental constraints.

Mesh:

Year:  2008        PMID: 18237750     DOI: 10.1016/j.jtbi.2007.12.007

Source DB:  PubMed          Journal:  J Theor Biol        ISSN: 0022-5193            Impact factor:   2.691


  16 in total

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Review 5.  Thermodynamics in Ecology-An Introductory Review.

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8.  Comparison of two views of maximum entropy in biodiversity: Frank (2011) and Pueyo et al. (2007).

Authors:  Salvador Pueyo
Journal:  Ecol Evol       Date:  2012-05       Impact factor: 2.912

9.  Probabilistic Downscaling of Remote Sensing Data with Applications for Multi-Scale Biogeochemical Flux Modeling.

Authors:  Paul C Stoy; Tristan Quaife
Journal:  PLoS One       Date:  2015-06-12       Impact factor: 3.240

10.  Parabolic replicator dynamics and the principle of minimum Tsallis information gain.

Authors:  Georgy P Karev; Eugene V Koonin
Journal:  Biol Direct       Date:  2013-08-11       Impact factor: 4.540

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