Definition of the Subject
Ecological systems are paradigmatic examples of complex systems. Just think about thethousands of species interacting in complex ways within rich communities such as tropicalrainforests or coral reefs. The most pressing questions ecologists face deal with conceptssuch as stability, resilience, thresholds and non‐linearities which are at the core ofthe sciences of complexity. How robust are these cathedrals of biodiversity? At which ratewill they disassemble as a consequence of global change ? For example, one of the long‐standing questions in ecologyis the relationship between complexity and stability. This contribution will presenta brief review of some of the applications of the complexity sciences into the realm ofecological systems and discuss the implications for our understanding ofecosystems. Predicting the consequences of global change on biodiversity and the services itprovides will need an interdisciplinary approach in which...
Abbreviations
- Food webs:
-
Networks depicting who eats whom in an ecological community.
- Compartments:
-
Groups of highly interacting nodes with few connections to nodes from other groups.
- Scale-free networks:
-
Very heterogeneous networks in which the bulk of nodes have a few links, but a few nodes have a very large number of links.
- Mutualistic networks:
-
Two-mode networks depicting the mutually beneficial interactions between plants and their pollinators or seed dispersers.
- Connectivity correlation:
-
A measure of network structure that represents the correlation between the number of interactions of a node and the average number of interactions of the nodes it interacts with. A negative connectivity correlation would represent a modular network.
- Species strength:
-
A measure of the importance of a species in terms of the total weight of its connections.
- Network motifs:
-
Patterns of interconnections significantly over‐represented in complex networks. These may be regarded as the simple building blocks of complex networks.
- Trophic cascades:
-
Changes in population abundance that propagate through more than one trophic link in the food chain.
- Ecosystem shifts:
-
Sudden qualitative changes in the state of an ecosystem (i. e., from clear to turbid waters in a lake) following a continuous tuning of a variable such as nutrient load.
- Deterministic chaos:
-
A periodic, random‐like time series generated by low dimensional, non‐linear, deterministic models.
- Lyapunov exponent:
-
A measure of the degree of divergence of initially close trajectories in the phase space that is characteristic of deterministic chaos.
- Coupled map lattice:
-
Dynamical system with discrete time, discrete space, and continuous state. It was first used by the physicist Kunihiko Kaneko in relation to spatiotemporal chaos and later on used in ecology as a model of spatiotemporal systems.
- Interacting particle system:
-
Stochastic spatial models with discrete time, discrete space, and finite states. They have been used as spatially extended models of populations and epidemics, and have been widely analyzed by Richard Durrett and Simon Levin.
- Metapopulation:
-
A population of populations maintained in a dynamical balance between local extinctions and recolonizations from nearby local populations.
- Extinction thresholds:
-
Critical values in the amount of habitat destroyed at which a metapopulation goes extinct.
Bibliography
Primary Literature
Albert R, Jeong H, Barabasi AL (2000) Error and attack tolerance of complex networks. Nature 406:378–382
Amaral LA, Scala A, Barthelemy M, Stanley HE (2000) Classes of small-world networks. Proceedings of the National Academy of Science of the United States of America 97:11149–11152
Anderson RM, May RM (1991) Infectious diseases of humans. Dynamics and control. Oxford University Press, Oxford
Ashby WR (1954) Design for a Brain. Chapman and Hall, London
Ashworth L, Aguilar R, Galetto L, Aizen MA (2004) Why do pollinator generalist and specialist plant species show similar reproductive susceptibility to habitat fragmentation? J Ecol 92:717–719
Barabasi AL, Albert R (1999) Emergence of scaling in random networks. Science 286:509–512
Barrat A, Barthélemy M, Pastor-Satorras V, Vespignani A (2004) The architecture of weighted complex networks. Proceedings of the National Academy of Sciences of the United States of America 101:3747–3752
Bascompte J, Jordano P (2007) Plant‐animal mutualistic networks: the architecture of biodiversity. Annual Rev Ecol Evol Syst 38:567–593
Bascompte J, Melián CJ (2005) Simple trophic modules for complex food webs. Ecology 86:2868–2873
Bascompte J, Rodríguez MA (2000) Self‐disturbance as a source of spatiotemporal heterogeneity: the case of the tallgrass prairie. J Theor Biol 204:153–164
Bascompte J, Rodríguez‐Trelles F (1998) Eradication thresholds in epidemiology, conservation biology and genetics. J Theor Biol 192:415–418
Bascompte J, Solé RV (1995) Rethinking complexity: modelling spatiotemporal dynamics in ecology. Trends Ecol Evol 10:361–366
Bascompte J, Solé RV (1996) Habitat fragmentation and extinction thresholds in spatially explicit metapopulation models. J Anim Ecol 65:465–473
Bascompte J, Jordano P, Melián CJ, Olesen JM (2003) The nested assembly of plant‐animal mutualistic networks. Proceedings of the National Academy of Sciences of the United States of America 100:9383–9387
Bascompte J, Melián CJ, Sala E (2005) Interaction strength combinations and the overfishing of a marine food web. Proceedings of the National Academy of Sciences of the United States of America 102:5443–5447
Bascompte J, Jordano P, Olesen JM (2006) Asymmetric coevolutionary networks facilitate biodiversity persistence. Science 312:431–433
Berryman AA, Millstein JA (1989) Are ecological systems chaotic: and if not why not? Trends Ecol Evol 4:26–28
Bersier L-F, Banašek‐Richter C, Cattin M-F (2002) Quantitative descriptors of food-web matrices. Ecology 83:2394–2407
Bjørnstad ON, Peltonen M, Liebhold AM, Baltensweiler W (2002) Waves of larch Budmoth outbreaks in the European Alps. Science 298:1020–1023
Camacho J, Guimerà R, Amaral LAN (2002) Robust patterns in food web structure. Physical Review Letters 88:228102
Carpenter SR, Brock WA (2006) Rising variance: a leading indicator of ecological transition. Ecology Letters 9:308–315
Carpenter SR, Kitchell JF (1996) The trophic cascade in lakes. Cambridge University Press, Cambridge
Chesson P (1994) Multispecies competition in variable environments. Theor Popul Biol 45:227–276
Chesson PL, Ellner S (1989) Invasibility and stochastic boundedness in monotonic competition models. J Math Biol 27:117–138
Cohen JE (1978) Food Webs and Niche Space. Princeton University Press, Princeton
Connell JH (1961) Influence of interspecific competition and other factors on distribution of barnacle Chthamalus stellatus. Ecology 42:710–723
Connell JH (1978) Diversity in tropical rain forests and coral reefs- high diversity of trees and corals is maintained only in a non‐equilibrium state. Science 199:1302–1310
Costantino RF, Cushing JM, Dennis B, Desharnais RA (1995) Experimentally induced transitions in the dynamic behaviour of insect populations. Nature 375:227–230
Costantino RF, Desharnais RA, Cushing JM, Dennis B (1997) Chaotic dynamics in an insect population. Science 275:389–391
Dunne JA, Williams RJ, Martinez ND (2002) Food-web structure and network theory: the role of connectance and size. Proceedings of the National Academy of Sciences, USA 99:12917–12922
Durrett R, Levin SA (1994) Stochastic spatial models: a user's guide to ecological applications. Philos Trans R Soc London B 343:329–350
Egerton FN (2007) Understanding food chains and food webs, 1700–1979. Bull Ecol Soc Am 88:50–69
Ellner SP, Turchin P (1995) Chaos in a nosiy world: new methods and evidence from time‐series analysis. Am Nat 145:343–375
Erdös P, Rényi A (1959) On Random Graphs. Pub Math 6:290–297
Fagan WF, Hurd LE (1994) Hatch density variation of a generalist arthropod predator: population consequences and community impact. Ecology 75:2022–2032
Feigenbaum M (1978) Quantitative universality for a class of non‐linear transformations. J Stat Phys 19:25–52
Fortuna MA, Bascompte J (2006) Habitat loss and the structure of plant‐animal mutualistic networks. Ecol Lett 9:281–286
Glass L, Mackey MC (1990) From Clocks to Chaos. The Rhytms of Life. Princeton University Press, Princeton
Guimarães PR Jr, de Aguiar MAM, Bascompte J, Jordano P, dos Reis SF (2005) Random initial conditions in small Barabasi–Albert networks and deviations from the scale-free behavior. Phys Rev E 71:037101
Guimarrães PR Jr, Machado G, de Aguiar MAM, Jordano P, Bascompte J, Pineiro A, dos Reis SF (2007) Build-up mechanisms determining the topology of mutualistic networks. J Theor Biol 249:181–189
Guimarrães PR Jr, Sazima C, Furtado dos Reis S, Sazima I (2007) The nested structure of marine cleaning symbiosis: is it like flowers and bees? Biol Lett 3:51–54
Guimerà R, Amaral LAN (2005) Functional cartography of complex metabolic networks. Nature 433:895–900
Gurney WSC, Nisbet RM (1998) Ecological Dynamics. Oxford University Press, Oxford
Hanski I (1999) Metapopulation Ecology. Oxford University Press, Oxford
Hanski I, Moilanen A, Gyllenberg M (1996) Minimum viable metapopulation size. Am Nat 147:527–541
Hassell MP, Lawton JN, May RM (1976) Patterns of dynamics behaviour in saingle‐speceis populations. J Anim Ecol 45:471–486
Hassell MP, Comins HN, May RM (1991) Spatial structure and chaos in insect population dynamics. Nature 353:255–258
Hassell MP, Comins HN, May RM (1994) Species coexistence and self‐organizing spatial dynamics. Nature 370:290–292
Hastings A (1993) Complex interactions between dispersal and dynamics: lessons from coupled logistic equations. Ecology 74:1362–1372
Hastings A, Higgins K (1994) Persistence of transients in spatially‐structured ecological models. Science 263:1133–1136
Hastings A, Hom CL, Ellner S, Turchin P, Godfray HCJ (1993) Chaos in ecology: is mother nature a strange attractor? Annual Rev Ecol Syst 24:1–33
Hughes TP (1994) Catastrophes, phase‐shifts, and large-scale degradation of a Caribbean coral reef. Science 265:1547–1551
Jordano P, Bascompte J, Olesen JM (2003) Invariant properties in coevolutionary networks of plant‐animal interactions. Ecol Lett 6:69–81
Kaneko K (1984) Period‐doubling of Kink‐antiking patterns, quasi‐periodicity in Antiferro‐like structures and spatial intermittency in coupled map lattices: towards a prelude to a Field Theory of Chaos. Prog Theor Phys 72:480–486
Kaneko K (ed) (1992) Special issue on Coupled Map Lattices. Chaos 2
Kleinen T, Held H, Petschel-Held G (2003) The potential role of spectral properties in detecting thresholds in the Earth system: application to the thermohaline circulation. Ocean Dyn 53:53–63
Kokkoris GD, Troumbis AY, Lawton JH (1999) Patterns of species interaction strength in assembled theoretical competition communities. Ecol Lett 2:70–74
Krause AE, Frank KA, Mason DM, Ulanowicz RE, Tayor WW (2003) Compartments revealed in food-web structure. Nature 426:282–285
Kuramoto Y (1984) Chemical Oscillations, Chaos and Turbulence. Springer, Berlin
Lafferty K, Dobson A, Kurtis A (2006) Parasites dominate food web links. Proceedings of the National Academy of Sciences of the United States of America 103:11211–11216
Lande R (1987) Extinction thresholds in demographic models of territorial populations. Am Nat 130:624–635
Lande R, Engen S, Saether BE (2003) Stochastic Population Dynamics in Ecology and Conservation. Oxford University Press, Oxford
Levin SA (1992) The problem of pattern and scale in ecology. Ecology 73:1943–1967
Levin SA, Durrett R (1996) From individuals to epidemics. Philos Trans R Soc London B 351:1615–1621
Levin SA, Segel LA (1976) Hypothesis for the origin of planktonic patchiness. Nature 259:659
Levins R (1969) Some demographic and genetic consequences of environmental heterogeneity for biological control. Bull Entomol Soc Am 15:237–240
Lindenman RL (1942) The trophic dynamic aspect of ecology. Ecology 23:399–418
Lotka AJ (1925) Elements of Physical Biology. Williams and Wilkins, Baltimore
MacArthur RM (1964) Environmental factors affecting bird species diversity. Am Nat 98:387–397
Margalef R (1958) Information theory in ecology. Gen Syst 3:36–71
Margalef R (1968) Perspectives in theoretical ecology. Chicago University Press, Chicago
Maron JL, Harrison S (1997) Spatial pattern formation in an insect host‐parasotoid system. Science 278:1619–1621
Maslov S, Sneppen K (2002) Specificity and stability in topology of protein networks. Science 296:910–913
May RM (1972) Will a large complex system be stable? Nature 238:413–414
May RM (1974) Biological populations with non‐overlapping generations: stable points, stable cycles, and chaos. Science 186:645–647
May RM, Oster GF (1976) Bifurcations and dynamics complexity in simple ecological models. Am Nat 110:573–599
McCann K, Hastings A, Huxel GR (1998) Weak trophic interactions and the balance of nature. Nature 395:794–798
Melián CJ, Bascompte J (2002) Complex networks: two ways to be robust? Ecol Lett 5:705–708
Melián CJ, Bascompte J (2004) Food web cohesion. Ecology 85:352–358
Memmott J, Waser NM (2002) Integration of alien plants into a native flower‐pollination visitation web. Proceedings of the Royal Society Series B 269:2395–2399
Milo R, Shen-Orr S, Itzkovitz S, Kashtan N, Chklovskii D, Alton U (2002) Network motifs: simple building blocks of complex networks. Science 298:824–827
Morales CL, Aizen MA (2006) Invasive mutualisms and the structure of plant‐pollinator interactions in the temperate forests of the north-west Patagonia, Argentina. J Ecol 94:171–180
Murdoch WW (1994) Population regulation in theory and practice. Ecology 75:271–287
Murdoch WW, Chesson J, Chesson PL (1985) Biological control in theory and practice. Am Nat 125:344–366
Murray JD (1989) Mathematical Biology. Springer, Heidelberg
Myers RA, Worm B (2003) Rapid worldwide depletion of predatory fish communities. Nature 423:280–283
Nee S (1994) How populations persist. Nature 367:123–124
Neutel A, Heesterbeek JAP, Ruiter PC (2002) Stability in real food webs: Weal links in long loops. Science 296:1120–1123
Nicholson AJ, Bailey VA (1935) The balance of animal populations. 1st Proceedings of the Zoological Society of London 3:551–598
Odum HT (1956) Primary production in flowing waters. Limnol Oceanogr 1:102–117
Olesen JM, Eskildsen L, Venkatasamy S (2002) Invasion of pollination networks on oceanic islands: importance of invader complexes and epidemic super generalists. Divers Distrib 8:181–192
Olesen JM, Bascompte J, Dupont YL, Jordano P (2007) The modularity of pollination networks. submitted to Proceedings of the National Academy of Sciences of the United States of America
Pascual M (1993) Diffusion‐induced chaos in a spatial predator‐prey system. Proceedings of the Royal Society of London B 251:1–7
Pascual M, Dunne JA (eds) (2006) Ecological Networks: Linking Structure to Dynamics in Food Webs. Oxford University Press, Oxford
Paine RT (1969) A note on trophic complexity and community stability. Am Nat 103:91–93
Paine RT (1992) Food-web analysis through field measurements of per capita interaction strength. Nature 355:73–75
Pauly D, Christensen V, Dalsgaard J, Froese R, Torres F Jr (1998) Fishing down marine food. webs. Science 279:860–863
Pimm SL (1979) The structure of food webs. Theor Popul Biol 16:144–158
Pimm SL (1982) Food Webs. University of Chicago Press, Chicago
Pimm SL, Lawton JH (1980) Are food webs divided into compartments? J Anim Ecol 49:879–898
Prill RJ, Iglesias PA, Levchenko A (2005) Dynamic properties of network motifs contribute to biological network organization. PLoS Biology 3811:e343
Raffaelli D, Hall SJ (1992) Compartments and predation in an esturine food web. J Anim Ecol 61:551–560
Raffaelli D, Hall S (1995) Integration of Patterns and Dynamics. In: Polis G, Winemiller K (eds) Food Webs. Chapman and Hall, New York, pp 185–191
Ranta E, Kaitala V (1997) Travelling waves in vole population dynamics. Nature 390:456–456
Rasmussen DR, Bohr T (1987) Temporal chaos and spatial disorder. Phys Lett A 125:107, 125:107–110
Schaffer WM, Kot M (1986) Chaos in ecological systems: the coals that Newcastle forgot. Trends Ecol Evol 1:58–63
Scheffer M, Carpenter SR, Foley J, Folke C, Walker B (2001) Catastrophic shifts in ecosystems. Nature 413:591–596
Schroeder MM (1991) Fractals, Chaos, Power Laws. Freeman, New York
Sibly RM, Barker D, Hone J, Pagel M (2007) On the stability of populations of mammals, birds, fish and insects. Ecol Lett 10:970–976
Simon H (1955) On a class of skewed distribution functions. Biometrika 42:425–440
Solé RV, Bascompte J (2006) Self‐organization in complex ecosystems. Princeton University Press, Princeton
Solé RV, Montoya JM (2001) Complexity and fragility in ecological networks. Proceedings of the Royal Society of London Series B 268:2039–2045
Solé RV, Valls J (1991) Order and chaos in a two‐dimensional Lotka–Volterra coupled map lattice. Phys Lett A 153:330–336
Solé RV, Bascompte J, Valls J (1992) Stability and complexity of spatially extended two‐species competition. J Theor Biol 159:469–480
Solé RV, Valls J, Bascompte J (1992) Spiral waves, chaos and multiple attractors in lattice models of interacting populations. Phys Lett A 166:123–128
Sugihara G, May RM (1990) Nonlinear forecasting as a way of distinguishing chaos from measurement error in time series. Nature 344:734–741
Sugihara G, Schoenly K, Trombla A (1989) Scale invariance in food web properties. Science 245:48–52
Taylor PJ (2005) Unruly Complexity: Ecology, Interpretation, Engagement. University of Chicago Press, Chicago
Thompson JN (1994) The Coevolutionary Process. University of Chicago Press, Chicago
Tilman D, Wedin D (1991) Oscillations and chaos in the dynnamics of a perennial grass. Nature 353:653–655
Turing A (1952) On the chemical basis of morphogenesis. Philos Trans R Soc Series B 237:37–72
Turner MG, Gardner RH, Dale VH, O'Neill RV (1989) Predicting the spread of disturbances across heterogeneous landscapes. Oikos 55:121–129
Ulanowicz RE, Wolf WF (1991) Ecosystem flow networks: loaded dice. Math Biosci 103:45–68
van Nes EH, Scheefer M (2003) Alternative attractors may boost uncertainty and sensitivity in ecological models. Ecol Model 159:117–124
Volterra V (1926) Variations and fluctuations of the number of individuals in animal species living together. Translation In: Chapman RN (1931) Animal Ecology. Wiley, New York, pp 409–448
Wiener N (1948) Cybernetics or control and communication in the animal and the machine. Wiley, New York
Wootton JT (1997) Estimates and tests of per‐capita interaction strength: diet, abundance, and impact of intertidally foraging birds. Ecol Monogr 67:45
Books and Reviews
Hastings A, Hom CL, Ellner S, Turchin P, Godfray HCJ (1993) Chaos in ecology: is mother nature a strange attractor? Annual Rev Ecol Syst 24:1–33
Levin SA (1999) Fragile Dominion: Complexity and the Commons. Perseus Publishing, Reading
May RM (1973) Stability and Complexity in Model Ecosystems. Princeton University Press, Princeton
Prigogine I, Stangers I (1984) Order Out of Chaos. Bantam Doubleday Dell Publishing Group, Toronto
Stewart I (1989) Does God play dice? The mathematics of chaos. Basil Blackwell, Oxford
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Bascompte, J. (2009). Ecological Systems. In: Meyers, R. (eds) Encyclopedia of Complexity and Systems Science. Springer, New York, NY. https://doi.org/10.1007/978-0-387-30440-3_163
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