Stochastic multiplicative population growth predicts and interprets Taylor's power law of fluctuation scaling

被引:46
作者
Cohen, Joel E. [1 ,2 ]
Xu, Meng [1 ,2 ]
Schuster, William S. F. [3 ]
机构
[1] Rockefeller Univ, Lab Populat, New York, NY 10065 USA
[2] Columbia Univ, New York, NY 10065 USA
[3] Black Rock Forest Consortium, Cornwall, NY 12518 USA
基金
美国国家科学基金会;
关键词
Taylor's law; Lewontin-Cohen model; geometric random walk; power law; fluctuation scaling; forestry; VARIANCE; DYNAMICS; DENSITY; DISTRIBUTIONS; PATTERNS; MODELS; AGGREGATION; VARIABILITY; CONSEQUENCE; ENVIRONMENT;
D O I
10.1098/rspb.2012.2955
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Taylor's law (TL) asserts that the variance of the density (individuals per area or volume) of a set of comparable populations is a power-law function of the mean density of those populations. Despite the empirical confirmation of TL in hundreds of species, there is little consensus about why TL is so widely observed and how its estimated parameters should be interpreted. Here, we report that the Lewontin-Cohen (henceforth LC) model of stochastic population dynamics, which has been widely discussed and applied, leads to a spatial TL in the limit of large time and provides an explicit, exact interpretation of its parameters. The exponent of TL exceeds 2 if and only if the LC model is supercritical (growing on average), equals 2 if and only if the LC model is deterministic, and is less than 2 if and only if the LC model is subcritical (declining on average). TL and the LC model describe the spatial variability and the temporal dynamics of populations of trees on long-term plots censused over 75 years at the Black Rock Forest, Cornwall, NY, USA.
引用
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页数:10
相关论文
共 49 条
[1]  
Aitchison J., 1957, The Lognormal Distribution
[2]   VARIABILITY IN THE ABUNDANCE OF ANIMAL AND PLANT-SPECIES [J].
ANDERSON, RM ;
GORDON, DM ;
CRAWLEY, MJ ;
HASSELL, MP .
NATURE, 1982, 296 (5854) :245-248
[3]  
[Anonymous], MATLAB R2011B
[4]  
[Anonymous], 1980, STAT METHODS
[5]  
[Anonymous], 1946, J. London. Math. Soc, DOI DOI 10.1112/JLMS/S1-21.1.22
[6]  
[Anonymous], 1970, Continuous univariate distributions
[7]  
[Anonymous], 2002, ANAL MANAGEMENT ANIM
[8]  
[Anonymous], 2012, ECOL PROCESS, DOI DOI 10.1186/2192-1709-1-5
[9]   A power law for cells [J].
Azevedo, RBR ;
Leroi, AM .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2001, 98 (10) :5699-5704
[10]  
Ballantyne F, 2005, EVOL ECOL RES, V7, P1213