Species-abundance distributions under colored environmental noise

被引:0
|
作者
Tak Fung
James P. O’Dwyer
Ryan A. Chisholm
机构
[1] National University of Singapore,Department of Biological Sciences
[2] University of Illinois,Department of Plant Biology, School of Integrative Biology
[3] Smithsonian Tropical Research Institute,undefined
来源
关键词
Colored noise; Demographic variance; Environmental variance; Fokker–Planck equation; Master equation; Species-abundance distribution; 37N25; 92D25; 92D40;
D O I
暂无
中图分类号
学科分类号
摘要
Natural communities at all spatiotemporal scales are subjected to a wide variety of environmental pressures, resulting in random changes in the demographic rates of species populations. Previous analyses have examined the effects of such environmental variance on the long-term growth rate and time to extinction of single populations, but studies of its effects on the diversity of communities remain scarce. In this study, we construct a new master-equation model incorporating demographic and environmental variance and use it to examine how statistical patterns of diversity, as encapsulated by species-abundance distributions (SADs), are altered by environmental variance. Unlike previous diffusion models with environmental variance uncorrelated in time (white noise), our model allows environmental variance to be correlated at different timescales (colored noise), thus facilitating representation of phenomena such as yearly and decadal changes in climate. We derive an exact analytical expression for SADs predicted by our model together with a close approximation, and use them to show that the main effect of adding environmental variance is to increase the proportion of abundant species, thus flattening the SAD relative to the log-series form found in the neutral case. This flattening effect becomes more prominent when environmental variance is more correlated in time and has greater effects on species’ demographic rates, holding all other factors constant. Furthermore, we show how our model SADs are consistent with those from diffusion models near the white noise limit. The mathematical techniques we develop are catalysts for further theoretical work exploring the consequences of environmental variance for biodiversity.
引用
收藏
页码:289 / 311
页数:22
相关论文
共 50 条
  • [1] Species-abundance distributions under colored environmental noise
    Fung, Tak
    O'Dwyer, James P.
    Chisholm, Ryan A.
    JOURNAL OF MATHEMATICAL BIOLOGY, 2017, 74 (1-2) : 289 - 311
  • [2] Invariance in species-abundance distributions
    Sizling, Arnost L.
    Storch, David
    Reif, Jiri
    Gaston, Kevin J.
    THEORETICAL ECOLOGY, 2009, 2 (02) : 89 - 103
  • [3] Invariance in species-abundance distributions
    Arnošt L. Šizling
    David Storch
    Jiří Reif
    Kevin J. Gaston
    Theoretical Ecology, 2009, 2 : 89 - 103
  • [4] FORM OF SPECIES-ABUNDANCE DISTRIBUTIONS
    ROUTLEDGE, RD
    JOURNAL OF THEORETICAL BIOLOGY, 1980, 82 (04) : 547 - 558
  • [5] A meta-analysis of species-abundance distributions
    Ulrich, Werner
    Ollik, Marcin
    Ugland, Karl Inne
    OIKOS, 2010, 119 (07) : 1149 - 1155
  • [6] SPECIES-ABUNDANCE, BIOMASS, AND RESOURCE-USE DISTRIBUTIONS
    PAGEL, MD
    HARVEY, PH
    GODFRAY, HCJ
    AMERICAN NATURALIST, 1991, 138 (04): : 836 - 850
  • [7] How differences in plant abundance measures produce different species-abundance distributions
    Anderson, Barbara J.
    Chiarucci, Alessandro
    Williamson, Mark
    METHODS IN ECOLOGY AND EVOLUTION, 2012, 3 (05): : 783 - 786
  • [8] Universal scaling of species-abundance distributions across multiple scales
    Rosindell, James
    Cornell, Stephen J.
    OIKOS, 2013, 122 (07) : 1101 - 1111
  • [9] Analytical formulae for computing dominance from species-abundance distributions
    Fung, Tak
    Villain, Laura
    Chisholm, Ryan A.
    JOURNAL OF THEORETICAL BIOLOGY, 2015, 386 : 147 - 158
  • [10] Species-abundance distributions and Taylor's power law of fluctuation scaling
    Cohen, Joel E.
    THEORETICAL ECOLOGY, 2020, 13 (04) : 607 - 614