Theory of time-averaged neutral dynamics with environmental stochasticity

被引:16
|
作者
Danino, Matan [1 ]
Shnerb, Nadav M. [1 ]
机构
[1] Bar Ilan Univ, Dept Phys, IL-52900 Ramat Gan, Israel
关键词
SPECIES-ABUNDANCE; FLUCTUATING SELECTION; POPULATION; VARIABILITY; COEXISTENCE; DIVERSITY; AGE;
D O I
10.1103/PhysRevE.97.042406
中图分类号
O35 [流体力学]; O53 [等离子体物理学];
学科分类号
070204 ; 080103 ; 080704 ;
摘要
Competition is the main driver of population dynamics, which shapes the genetic composition of populations and the assembly of ecological communities. Neutral models assume that all the individuals are equivalent and that the dynamics is governed by demographic (shot) noise, with a steady state species abundance distribution (SAD) that reflects a mutation-extinction equilibrium. Recently, many empirical and theoretical studies emphasized the importance of environmental variations that affect coherently the relative fitness of entire populations. Here we consider two generic time-averaged neutral models; in both the relative fitness of each species fluctuates independently in time but its mean is zero. The first (model A) describes a system with local competition and linear fitness dependence of the birth-death rates, while in the second (model B) the competition is global and the fitness dependence is nonlinear. Due to this nonlinearity, model B admits a noise-induced stabilization mechanism that facilitates the invasion of new mutants. A self-consistent mean-field approach is used to reduce the multispecies problem to two-species dynamics, and the large-N asymptotics of the emerging set of Fokker-Planck equations is presented and solved. Our analytic expressions are shown to fit the SADs obtained from extensive Monte Carlo simulations and from numerical solutions of the corresponding master equations.
引用
收藏
页数:16
相关论文
共 50 条
  • [1] TIME-AVERAGED SPECTROHELIOGRAMS
    CHAPMAN, GA
    SOLAR PHYSICS, 1972, 26 (02) : 299 - 304
  • [2] DYNAMICS AND TIME-AVERAGED BEHAVIOR OF A MOLECULAR DISSOCIATION MODEL
    FALK, H
    WU, Y
    AMERICAN JOURNAL OF PHYSICS, 1978, 46 (05) : 471 - 474
  • [3] Time-averaged quantum dynamics and the validity of the effective Hamiltonian model
    Gamel, Omar
    James, Daniel F. V.
    PHYSICAL REVIEW A, 2010, 82 (05):
  • [4] Time-averaged order parameter restraints in molecular dynamics simulations
    Niels Hansen
    Fabian Heller
    Nathan Schmid
    Wilfred F. van Gunsteren
    Journal of Biomolecular NMR, 2014, 60 : 169 - 187
  • [5] Time-averaged order parameter restraints in molecular dynamics simulations
    Hansen, Niels
    Heller, Fabian
    Schmid, Nathan
    van Gunsteren, Wilfred F.
    JOURNAL OF BIOMOLECULAR NMR, 2014, 60 (2-3) : 169 - 187
  • [6] TIME-AVERAGED COARSE VARIABLES FOR MULTI-SCALE DYNAMICS
    Slemrod, Marshall
    Acharya, Amit
    QUARTERLY OF APPLIED MATHEMATICS, 2012, 70 (04) : 793 - 803
  • [7] Theory for the optimal control of time-averaged quantities in quantum systems
    Grigorenko, I
    Garcia, ME
    Bennemann, KH
    PHYSICAL REVIEW LETTERS, 2002, 89 (23) : 233003/1 - 233003/4
  • [8] DOMAIN OF TIME-AVERAGED FIELD OPERATOR IN AXIOMATIC FIELD THEORY
    KOLM, A
    NUOVO CIMENTO A, 1968, 53 (01): : 298 - +
  • [9] Time-averaged digital holography
    Picart, P
    Leval, J
    Mounier, D
    Gougeon, S
    OPTICS LETTERS, 2003, 28 (20) : 1900 - 1902
  • [10] Quantifying the discontinuity of haemodialysis dose with time-averaged concentration (TAC) and time-averaged deviation (TAD)
    Korohoda, Przemyslaw
    Pietrzyk, Jacek A.
    Schneditz, Daniel
    NEPHROLOGY DIALYSIS TRANSPLANTATION, 2010, 25 (03) : 1011 - 1012