Food web models: a plea for groups

被引:104
作者
Allesina, Stefano [1 ]
Pascual, Mercedes [2 ,3 ]
机构
[1] Natl Ctr Ecol Anal & Synth, Santa Barbara, CA 93101 USA
[2] Univ Michigan, Dept Ecol & Evolutionary Biol, Ann Arbor, MI 48109 USA
[3] Univ Michigan, Howard Hughes Med Inst, Ann Arbor, MI 48109 USA
基金
美国国家科学基金会;
关键词
Akaike information criterion; clustering algorithm; compartment; connectance; food web model; group; likelihood; model selection; species richness; trophic role; trophospecies; COMMUNITY STRUCTURE; EVOLUTION; NETWORK;
D O I
10.1111/j.1461-0248.2009.01321.x
中图分类号
Q14 [生态学(生物生态学)];
学科分类号
071012 ; 0713 ;
摘要
The concept of a group is ubiquitous in biology. It underlies classifications in evolution and ecology, including those used to describe phylogenetic levels, the habitat and functional roles of organisms in ecosystems. Surprisingly, this concept is not explicitly included in simple models for the structure of food webs, the ecological networks formed by consumer-resource interactions. We present here the simplest possible model based on groups, and show that it performs substantially better than current models at predicting the structure of large food webs. Our group-based model can be applied to different types of biological and non-biological networks, and for the first time merges in the same framework two important notions in network theory: that of compartments (sets of highly interacting nodes) and that of roles (sets of nodes that have similar interaction patterns). This model provides a basis to examine the significance of groups in biological networks and to develop more accurate models for ecological network structure. It is especially relevant at a time when a new generation of empirical data is providing increasingly large food webs.
引用
收藏
页码:652 / 662
页数:11
相关论文
共 40 条
  • [1] NEW LOOK AT STATISTICAL-MODEL IDENTIFICATION
    AKAIKE, H
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1974, AC19 (06) : 716 - 723
  • [2] Ecological subsystems via graph theory: the role of strongly connected components
    Allesina, S
    Bodini, A
    Bondavalli, C
    [J]. OIKOS, 2005, 110 (01) : 164 - 176
  • [3] A general model for food web structure
    Allesina, Stefano
    Alonso, David
    Pascual, Mercedes
    [J]. SCIENCE, 2008, 320 (5876) : 658 - 661
  • [4] [Anonymous], 43 ICLARM
  • [5] Examining the potential effects of species aggregation on the network structure of food webs
    Arii, Ken
    Derome, Raphaelle
    Parrott, Lael
    [J]. BULLETIN OF MATHEMATICAL BIOLOGY, 2007, 69 (01) : 119 - 133
  • [6] THE SEASONAL DYNAMICS OF THE CHESAPEAKE BAY ECOSYSTEM
    BAIRD, D
    ULANOWICZ, RE
    [J]. ECOLOGICAL MONOGRAPHS, 1989, 59 (04) : 329 - 364
  • [7] Interaction strength combinations and the overfishing of a marine food web
    Bascompte, J
    Melián, CJ
    Sala, E
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2005, 102 (15) : 5443 - 5447
  • [8] Burnham K. P., 2002, Model selection and multimodel inference
  • [9] Phylogenetic constraints and adaptation explain food-web structure
    Cattin, MF
    Bersier, LF
    Banasek-Richter, C
    Baltensperger, R
    Gabriel, JP
    [J]. NATURE, 2004, 427 (6977) : 835 - 839
  • [10] Organizing and understanding a winter's seagrass foodweb network through effective trophic levels
    Christian, RR
    Luczkovich, JJ
    [J]. ECOLOGICAL MODELLING, 1999, 117 (01) : 99 - 124