Competing populations in flows with chaotic mixing
Open accessAbstract
We investigate the effects of spatial heterogeneity on the coexistence of competing species in the case when the heterogeneity is dynamically generated by environmental flows with chaotic mixing properties. We show that one effect of chaotic advection on the passively advected species (such as phytoplankton, or self-replicating macro-molecules) is the possibility of coexistence of more species than that limited by the number of niches they occupy. We derive a novel set of dynamical equations for competing populations.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The positive fixed point of the two-competitor system is stable if 0 < α < 1; for α = 1, ω = 1, which is the case if mixing is complete, there is no coexistence; for α > 1 the initially more abundant competitor wins.
“The positive fixed point of this system is stable if 0 < α < 1. For α = 1, ω = 1 which is the case if mixing is complete; then there is no coexistence. Similarly, for α > 1 the initially more abundant competitor wins (over dominance) [88].”
From Ecology and Evolution in the RNA World Dynamics and Stability of Prebiotic Replicator Systems (2017) · cites this paper as [88]
IB models reveal that without knowing the detailed mechanism of competition we cannot determine the dynamical behaviour of the replicators in open chaotic flows.
“Thus, IB models reveal that without knowing the detailed mechanism of competition we cannot determine the dynamical behaviour of the replicators in open chaotic flows [88].”
From Ecology and Evolution in the RNA World Dynamics and Stability of Prebiotic Replicator Systems (2017) · cites this paper as [88]
Analysis of the individual-based model pointed out that pi really follows Equation (15) and, whenever coexistence is observed, the inequalities 0 < α < 1 hold, just as the analysis forecasts.
“Analysis of the individual-based (IB) model of this system pointed out that pi really follows Equation (15) and, whenever coexistence is observed, the inequalities 0 < α < 1 hold, just as the analysis forecasts.”
From Ecology and Evolution in the RNA World Dynamics and Stability of Prebiotic Replicator Systems (2017) · cites this paper as [88]
Cites
Diversity in Tropical Rain Forests and Coral Reefs
Connell, J. H. (1978) · Science · doi:10.1126/science.199.4335.1302 · Cited by 9,360 · see citing works
Mechanisms of Maintenance of Species Diversity
Chesson, P. (2000) · Annual Review of Ecology and Systematics · doi:10.1146/annurev.ecolsys.31.1.343 · Cited by 6,645 · see citing works
Selforganization of matter and the evolution of biological macromolecules
Eigen, M. (1971) · Die Naturwissenschaften · doi:10.1007/bf00623322 · Cited by 3,788 · see citing works
The Competitive Exclusion Principle
Hardin, G. (1960) · Science · doi:10.1126/science.131.3409.1292 · Cited by 3,456 · see citing works
THE MAJOR TRANSITIONS OF EVOLUTION
Leigh, E. G., Smith, J. M., & Szathmáry, E. (1995) · Evolution · doi:10.1111/j.1558-5646.1995.tb04464.x · Cited by 3,432 · see citing works
A General Hypothesis of Species Diversity
Huston, M. (1979) · The American Naturalist · doi:10.1086/283366 · Cited by 3,390 · see citing works
Hutchinson, G. E. (1961) · The American Naturalist · doi:10.1086/282171 · Cited by 3,169 · see citing works
The Major Transitions in Evolution
Smith, J. M., & Szathmáry, E. (1997) · Oxford University Press eBooks · doi:10.1093/oso/9780198502944.001.0001 · Cited by 2,570 · see citing works
The Geometry of Ecological Interactions: Simplifying Spatial Complexity
Dieckmann, U., Law, R., & Metz, J. A. J. (2000) · IIASA PURE (International Institute of Applied Systems Analysis) · doi:10.2277/0521642949 · Cited by 503 · see citing works
Spiral wave structure in pre-biotic evolution: Hypercycles stable against parasites
Boerlijst, M. C., & Hogeweg, P. (1991) · Physica D: Nonlinear Phenomena · doi:10.1016/0167-2789(91)90049-f · Cited by 376 · see citing works
Repellers, semi-attractors, and long-lived chaotic transients
Kantz, H., & Grassberger, P. (1985) · Physica D Nonlinear Phenomena · doi:10.1016/0167-2789(85)90135-6 · Cited by 310 · see citing works
Behavior of Mixed Populations and the Problem of Natural Selection
Gause, G. F., & Witt, A. A. (1935) · The American Naturalist · doi:10.1086/280628 · Cited by 279 · see citing works
Arı́stegui, J., Tett, P. B., Hernández‐Guerra, A., Basterretxea, G., Montero, M. F., Wild, K., Sangrà, P., Hernández‐León, S., Garbín, M. C., Garcı́a-Braun, J., et al. (1997) · Deep Sea Research Part I Oceanographic Research Papers · doi:10.1016/s0967-0637(96)00093-3 · Cited by 248 · see citing works
Where is the root of the universal tree of life?
Forterre, P., & Philippe, H. (1999) · BioEssays · doi:10.1002/(sici)1521-1878(199910)21:10 · Cited by 244 · see citing works
The Geometry of Ecological Interactions: Simplifying Spatial Complexity
Baldocchi, D. (2001) · Agricultural and Forest Meteorology · doi:10.1016/s0168-1923(01)00247-7 · Cited by 244 · see citing works
Hutchinson's heritage: the diversity-disturbance relationship in phytoplankton
Sommer, U. J., Padisák, J., REYNOLDS, C. S., & Juhász-Nagy, P. (1993) · Hydrobiologia · doi:10.1007/bf00008837 · Cited by 244 · see citing works
Scales of disturbance and their role in plankton ecology
REYNOLDS, C. S. (1993) · Springer eBooks · doi:10.1007/978-94-017-1919-3_15 · Cited by 182 · see citing works
Wilson, J. B. (1990) · New Zealand Journal of Ecology · Cited by 167 · see citing works
Scales of disturbance and their role in plankton ecology
REYNOLDS, C. S. (1993) · Hydrobiologia · doi:10.1007/bf00008851 · Cited by 163 · see citing works
Szabó, P., Scheuring, I., Czárán, T., & Szathmáry, E. (2002) · Nature · doi:10.1038/nature01187 · Cited by 153 · see citing works
Self-citationGaedeke, A., & Sommer, U. J. (1986) · Oecologia · doi:10.1007/bf00377315 · Cited by 147 · see citing works
Chaotic flow: The physics of species coexistence
Károlyi, G., Péntek, Á., Scheuring, I., Tél, T., & Toroczkai, Z. (2000) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.240242797 · Cited by 143 · see citing works
Self-citationStrange saddles and the dimensions of their invariant manifolds
Hsu, G.-H., Ott, E., & Grebogi, C. (1988) · Physics Letters A · doi:10.1016/0375-9601(88)90102-8 · Cited by 141 · see citing works
Smith, J. M. (1983) · Proceedings of the Royal Society of London. Series B. Biological Sciences · doi:10.1098/rspb.1983.0076 · Cited by 124 · see citing works
Marine Hydrothermal Systems and the Origin of Life
(1992) · Springer eBooks · doi:10.1007/978-94-011-2741-7 · Cited by 122 · see citing works
Advection of active particles in open chaotic flows
Toroczkai, Z., Károlyi, G., Péntek, Á., Tél, T., & Grebogi, C. (1998) · Physical Review Letters · doi:10.1103/physrevlett.80.500 · Cited by 102 · see citing works
Self-citationChapter 1 Why are hydrothermal systems proposed as plausible environments for the origin of life?
Holm, N. G. (1992) · Origins of Life and Evolution of Biospheres · doi:10.1007/bf01808015 · Cited by 94 · see citing works
Experimental Evidence for Chaotic Scattering in a Fluid Wake
Sommerer, J. C., Ku, H.-C., & Gilreath, H. E. (1996) · Physical Review Letters · doi:10.1103/physrevlett.77.5055 · Cited by 73 · see citing works
Wächtershäuser, G. (1994) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.91.10.4283 · Cited by 72 · see citing works
Chaotic advection, diffusion, and reactions in open flows
Tél, T., Károlyi, G., Péntek, Á., Scheuring, I., Toroczkai, Z., Grebogi, C., & Kadtke, J. (2000) · Chaos: An Interdisciplinary Journal of Nonlinear Science · doi:10.1063/1.166478 · Cited by 67 · see citing works
Self-citationChemical or biological activity in open chaotic flows
Károlyi, G., Péntek, Á., Toroczkai, Z., Tél, T., & Grebogi, C. (1999) · Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics · doi:10.1103/physreve.59.5468 · Cited by 56 · see citing works
Self-citationChaotic tracer scattering and fractal basin boundaries in a blinking vortex-sink system
Károlyi, G., & Tél, T. (1997) · Physics Reports · doi:10.1016/s0370-1573(97)00063-x · Cited by 53 · see citing works
Self-citationThe state of freshwater ecology
REYNOLDS, C. S. (1998) · Freshwater Biology · doi:10.1046/j.1365-2427.1998.00315.x · Cited by 50 · see citing works
Wada dye boundaries in open hydrodynamical flows
Toroczkai, Z., ́rolyi, G. K., ́ntek, A. ́. P., ́l, T. T., Grebogi, C., & Yorke, J. A. (1997) · Physica A Statistical Mechanics and its Applications · doi:10.1016/s0378-4371(96)00482-7 · Cited by 49 · see citing works
Self-citationHamiltonian scattering chaos in a hydrodynamical system
Jung, C., & Ziemniak, E. M. (1992) · Journal of Physics A Mathematical and General · doi:10.1088/0305-4470/25/14/012 · Cited by 41 · see citing works
A model for resolving the plankton paradox: coexistence in open flows
Scheuring, I., Károlyi, G., Péntek, Á., Tél, T., & Toroczkai, Z. (2000) · Freshwater Biology · doi:10.1046/j.1365-2427.2000.00665.x · Cited by 40 · see citing works
Self-citationTél, T. (1990) · WORLD SCIENTIFIC eBooks · doi:10.1142/9789812832573_0005 · Cited by 35 · see citing works
Self-citationChaotic advection in perspective
Aref, H. (1994) · Chaos Solitons & Fractals · doi:10.1016/0960-0779(94)90127-9 · Cited by 26 · see citing works
Avoiding Catch-22 of Early Evolution by Stepwise Increase in Copying Fidelity
Scheuring, I. (2001) · Selection · doi:10.1556/select.1.2000.1-3.13 · Cited by 25 · see citing works
Self-citationMetabolic network dynamics in open chaotic flow
Károlyi, G., Scheuring, I., & Czárán, T. (2002) · Chaos An Interdisciplinary Journal of Nonlinear Science · doi:10.1063/1.1457468 · Cited by 22 · see citing works
Self-citationTRANSIENT CHAOTIC MIXING IN OPEN HYDRODYNAMICAL FLOWS
Péntek, Á., Tél, T., & Toroczkai, Z. (1996) · International Journal of Bifurcation and Chaos · doi:10.1142/s0218127496001685 · Cited by 11 · see citing works
Self-citationAutocatalytic Reactions in Systems with Hyperbolic Mixing: Exact Results for the Active Baker MapPreprint
Toroczkai, Z., Károlyi, G., Péntek, Á., & Tél, T. (2001) · arXiv (Cornell University) · doi:10.48550/arxiv.nlin/0101040 · Cited by 10 · see citing works
Self-citationAutocatalytic reactions of phase distributed active particles
Santoboni, G., Nishikawa, T., Toroczkai, Z., & Grebogi, C. (2002) · Chaos An Interdisciplinary Journal of Nonlinear Science · doi:10.1063/1.1478774 · Cited by 4 · see citing works
Self-citation
Flagged first, then by citations
2 of the 45 references couldn’t be matched to a known paper.
Cited by
Sorted by citations
Phytoplankton patchiness: the role of lateral stirring and mixing
Martin, A. P. (2003) · Progress In Oceanography · doi:10.1016/s0079-6611(03)00085-5 · Cited by 375 · see citing works
Frontiers of chaotic advection
Aref, H., Blake, J. R., Budišić, M., Cardoso, S. S. S., Cartwright, J. H. E., Clercx, H. J. H., Omari, K. E., Feudel, U., Golestanian, R., Gouillart, E., et al. (2017) · Reviews of Modern Physics · doi:10.1103/revmodphys.89.025007 · Cited by 239 · see citing works
Chemical and biological activity in open flows: A dynamical system approach
Tél, T., de Moura, A., Grebogi, C., & Károlyi, G. (2005) · Physics Reports · doi:10.1016/j.physrep.2005.01.005 · Cited by 208 · see citing works
Self-citationKárolyi, G., Neufeld, Z., & Scheuring, I. (2005) · Journal of Theoretical Biology · doi:10.1016/j.jtbi.2005.02.012 · Cited by 65 · see citing works
Self-citationExperimental Studies of Pattern Formation in a Reaction-Advection-Diffusion System
Nugent, C. R., Quarles, W., & Solomon, T. (2004) · Physical Review Letters · doi:10.1103/physrevlett.93.218301 · Cited by 57 · see citing works
Spatial Models of Prebiotic Evolution: Soup Before Pizza?
Scheuring, I., Czárán, T., Szabó, P., Károlyi, G., & Toroczkai, Z. (2003) · Origins of life and evolution of the biosphere · doi:10.1023/a:1025742505324 · Cited by 53 · see citing works
Self-citationSustained plankton blooms under open chaotic flows
Hernández-Garcı́a, E., & López, C. (2004) · Ecological Complexity · doi:10.1016/j.ecocom.2004.05.002 · Cited by 51 · see citing works
Ecology and Evolution in the RNA World Dynamics and Stability of Prebiotic Replicator Systems
Szilágyi, A., Zachar, I., Scheuring, I., Kun, Á., Könnyű, B., & Czárán, T. (2017) · Life · doi:10.3390/life7040048 · Cited by 44 · see citing works
Self-citationChaotic advection in blood flow
Schelin, A. B., Károlyi, G., de Moura, A. P. S., Booth, N. A., & Grebogi, C. (2009) · Physical Review E · doi:10.1103/physreve.80.016213 · Cited by 39 · see citing works
Self-citationMetcalfe, G., Speetjens, M., Lester, D. R., & Clercx, H. J. H. (2012) · Advances in applied mechanics · doi:10.1016/b978-0-12-380876-9.00004-5 · Cited by 36 · see citing works
The importance of phytoplankton trait variability in spring bloom formation
Lewandowska, A. M., Striebel, M., Feudel, U., Hillebrand, H., & Sommer, U. J. (2015) · ICES Journal of Marine Science · doi:10.1093/icesjms/fsv059 · Cited by 32 · see citing works
The mechanics of hydrothermal systems: II. Fluid mixing and chemical reactions
Lester, D. R., Ord, A., & Hobbs, B. E. (2012) · Ore Geology Reviews · doi:10.1016/j.oregeorev.2012.08.002 · Cited by 32 · see citing works
Plankton blooms and patchiness generated by heterogeneous physical environments
Bengfort, M., Feudel, U., Hilker, F. M., & Malchow, H. (2014) · Ecological Complexity · doi:10.1016/j.ecocom.2014.10.003 · Cited by 24 · see citing works
Inhomogeneous dominance patterns of competing phytoplankton groups in the wake of an island
Bastine, D., & Feudel, U. (2010) · Nonlinear processes in geophysics · doi:10.5194/npg-17-715-2010 · Cited by 24 · see citing works
Reactive Particles in Random Flows
Károlyi, G., Tél, T., de Moura, A. P. S., & Grebogi, C. (2004) · Physical Review Letters · doi:10.1103/physrevlett.92.174101 · Cited by 23 · see citing works
Self-citationMetabolic network dynamics in open chaotic flow
Károlyi, G., Scheuring, I., & Czárán, T. (2002) · Chaos An Interdisciplinary Journal of Nonlinear Science · doi:10.1063/1.1457468 · Cited by 22 · see citing works
Self-citationFractal structures in stenoses and aneurysms in blood vessels
Schelin, A. B., Károlyi, G., de Moura, A. P. S., Booth, N. A., & Grebogi, C. (2010) · Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences · doi:10.1098/rsta.2010.0268 · Cited by 20 · see citing works
Self-citationStirring does not make populations well mixed
Herrerías‐Azcué, F., Pérez-Muñuzuri, V., & Galla, T. (2018) · Scientific Reports · doi:10.1038/s41598-018-22062-w · Cited by 20 · see citing works
Blinking Rolls: Chaotic Advection in a Three-Dimensional Flow with an Invariant
Mullowney, P. J., Julien, K. A., & Meiss, J. D. (2005) · SIAM Journal on Applied Dynamical Systems · doi:10.1137/040606727 · Cited by 20 · see citing works
The impact of diffusion and stirring on the dynamics of interacting populations
Richards, K. J., & Brentnall, S. J. (2005) · Journal of Theoretical Biology · doi:10.1016/j.jtbi.2005.05.029 · Cited by 18 · see citing works
Schelin, A. B., Károlyi, G., de Moura, A. P. S., Booth, N. A., & Grebogi, C. (2011) · Computers in Biology and Medicine · doi:10.1016/j.compbiomed.2011.07.002 · Cited by 11 · see citing works
Self-citationReaction of initially distant scalars in a cylinder wake
Crimaldi, J. P., & Kawakami, T. R. (2013) · Physics of Fluids · doi:10.1063/1.4807062 · Cited by 10 · see citing works
Liang, Q., Taylor, P. H., & Borthwick, A. G. L. (2006) · Computers & Fluids · doi:10.1016/j.compfluid.2006.01.018 · Cited by 10 · see citing works
Fractal scaling of microbial colonies affects growth
Károlyi, G. (2005) · Physical Review E · doi:10.1103/physreve.71.031915 · Cited by 10 · see citing works
Self-citationCoexistence of inertial competitors in chaotic flows
Benczik, I. J., Károlyi, G., Scheuring, I., & Tél, T. (2006) · Chaos An Interdisciplinary Journal of Nonlinear Science · doi:10.1063/1.2359231 · Cited by 9 · see citing works
Self-citationMixing and Chaos in Open Flows
Moura, A., Feudel, U., & Gouillart, E. (2012) · Advances in applied mechanics · doi:10.1016/b978-0-12-380876-9.00001-x · Cited by 8 · see citing works
Benczik, I. J., & Vollmer, J. (2010) · Europhysics Letters (EPL) · doi:10.1209/0295-5075/91/36003 · Cited by 7 · see citing works
Giona, M., Cerbelli, S., & Garofalo, F. (2009) · Journal of Fluid Mechanics · doi:10.1017/s0022112009991066 · Cited by 7 · see citing works
Viral infections of oceanic plankton blooms
Richards, K. J. (2016) · Journal of Theoretical Biology · doi:10.1016/j.jtbi.2016.09.022 · Cited by 7 · see citing works
Shoaei, F., & Crimaldi, J. P. (2017) · Experiments in Fluids · doi:10.1007/s00348-017-2303-4 · Cited by 7 · see citing works
An introduction to physical theory of molecular evolution
Luque, B. (2003) · Open Physics · doi:10.2478/bf02475860 · Cited by 5 · see citing works
Time scales and species coexistence in chaotic flows
Galla, T., & Pérez-Muñuzuri, V. (2017) · Europhysics Letters (EPL) · doi:10.1209/0295-5075/117/68001 · Cited by 3 · see citing works
Mathematical Models of Pattern Formation in Planktonic Predation-Diffusion Systems: A Review
Malchow, H., Hilker, F. M., Siekmann, I., Petrovskii, S., & Medvinsky, A. B. (2008) · Birkhäuser Basel eBooks · doi:10.1007/978-3-7643-8591-0_1 · Cited by 3 · see citing works
Particle mixing and reactive front motions in chaotic but closed shallow flows
Liang, Q., Taylor, P. H., & Borthwick, A. G. L. (2008) · Computers & Fluids · doi:10.1016/j.compfluid.2008.04.011 · Cited by 2 · see citing works
Fractals and Chaos in the Hemodynamics of Intracranial Aneurysms
Závodszky, G., Gyürki, D., Károlyi, G., Szikora, I., & Paál, G. (2024) · Advances in neurobiology · doi:10.1007/978-3-031-47606-8_20 · Cited by 2 · see citing works
Self-citationChaotic advection and fractality: applications in oceanography
Károlyi, G., & Grebogi, C. (2007) · OCEANS 2007 - Europe · doi:10.1109/oceanse.2007.4302401 · Cited by 2 · see citing works
Self-citationFractals and Chaos in the Hemodynamics of Intracranial Aneurysms
Závodszky, G., Károlyi, G., Szikora, I., & Paál, G. (2016) · Springer series in computational neuroscience · doi:10.1007/978-1-4939-3995-4_17 · Cited by 1 · see citing works
Self-citationVörös, D., Czárán, T., Szilágyi, A., & Könnyű, B. (2025) · Communications Biology · doi:10.1038/s42003-025-07841-2 · Cited by 1 · see citing works
Pattern Formation in Marine Systems
Feudel, U. (2017) · Springer eBooks · doi:10.1007/978-3-319-64334-2_15 · Cited by 1 · see citing works
Tél, T., & Károlyi, G. (2009) · Courses and lectures · doi:10.1007/978-3-211-99346-0_8
Self-citationBlinking Rolls: A Model for Three-Dimensional Chaotic Advection
Mullowney, P. J., & Julien, K. A. (2004)
Food for Thought The importance of phytoplankton trait variability in spring bloom formation
Lewandowska, A. M., Striebel, M., Feudel, U., Hillebrand, H., & Sommer, U. J. (2015)
Lagrangian particle transport and mixing in blinking-roll systems
Mullowney, P. J. (2004)
- Authors
- Scheuring, I., Károlyi, G., Toroczkai, Z., Tél, T., & Péntek, Á.
- Affiliations
- Eötvös Loránd University (HU)
- University of Arizona (US)
- Los Alamos National Laboratory (US)
- Scripps Institution of Oceanography (US)
- Corresponding author
- Scheuring, István
- Venue
- Theoretical Population Biology
- Publisher
- Elsevier BV
- Published
- 2003-03
- Volume
- 63
- Issue
- 2
- Pages
- 77-90
- ISSN
- 0040-5809 (ISSN-L)
- OpenAlex
- W2000307366
- Cited by
- 43
- References
- 45
- Citations by year
- 2025: 1 · 2024: 1 · 2018: 1 · 2017: 5 · 2016: 2 · 2015: 2 · 2014: 1 · 2013: 1 · 2012: 3
- FWCI
- 5.21
- Type
- journal article
- Language
- en
- Open access
- green
- arxiv.org
- Locations
- Theoretical Population Biology (publishedVersion)
- PubMed (publishedVersion)
- arXiv (Cornell University) (submittedVersion)
- arXiv (Cornell University)
- Funders
- National Science Foundation
- U.S. Department of Energy (W-7405, W-7405-ENG-36)
- Hungarian Scientific Research Fund
- Hungarian Science Foundation
- Topics
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Mathematical and Theoretical Epidemiology and Ecology Models
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Evolution and Genetic Dynamics
- Physical Sciences › Mathematics › Mathematical Physics › Mathematical Dynamics and Fractals
- Keywords
- chaotic advection, chaotic mixing, competing populations, species coexistence, spatial heterogeneity, environmental flows, population dynamics, phytoplankton
- MeSH terms
- Competitive Behavior, Hungary, Phytoplankton, Population Dynamics, Species Specificity, Models, Statistical, Nonlinear Dynamics, Ecosystem
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review