OPTIMAL LIFE‐HISTORY STRATEGIES IN SEASONAL CONSUMER‐RESOURCE DYNAMICS

The interplay between individual adaptive life histories and populations dynamics is an important issue in ecology. In this context, we considered a seasonal consumer‐resource model with nonoverlapping generations. We focused on the consumers decision‐making process through which they maximize their reproductive output via a differential investment into foraging for resources or reproducing. Our model takes a semi‐discrete form, and is composed of a continuous time within‐season part, similar to a dynamic model of energy allocation, and of a discrete time part, depicting the between seasons reproduction and mortality processes. We showed that the optimal foraging‐reproduction strategies of the consumers may be “determinate” or “indeterminate” depending on the season length. More surprisingly, it depended on the consumers population density as well, with large densities promoting indeterminacy. A bifurcation analysis showed that the long‐term dynamics produced by this model were quite rich, ranging from both populations’ extinction, coexistence at some season‐to‐season equilibrium or on (quasi)‐periodic motions, to initial condition‐dependent dynamics. Interestingly, we observed that any long‐term sustainable situation corresponds to indeterminate consumers’ strategies. Finally, a comparison with a model involving typical nonoptimal consumers highlighted the stabilizing effects of the optimal life histories of the consumers.

[1]  H. Eskola On the evolution of the timing of reproduction. , 2009, Theoretical population biology.

[2]  A. Melikyan Generalized Characteristics of First Order PDEs: Applications in Optimal Control and Differential Games , 2012 .

[3]  Stefan A H Geritz,et al.  On the mechanistic underpinning of discrete-time population models with complex dynamics. , 2004, Journal of theoretical biology.

[4]  T. Dobzhansky,et al.  INDETERMINATE OUTCOME OF CERTAIN EXPERIMENTS ON DROSOPHILA POPULATIONS , 1953 .

[5]  R. Bellman Dynamic programming. , 1957, Science.

[6]  N. Yamamura,et al.  Optimal phenology of annual plants under grazing pressure. , 2007, Journal of theoretical biology.

[7]  R. Nisbet,et al.  How should we define 'fitness' for general ecological scenarios? , 1992, Trends in ecology & evolution.

[8]  Michael P. Hassell,et al.  Aggregation and the Dynamics of Host-Parasitoid Systems: A Discrete-Generation Model with Within-Generation Redistribution , 1994, The American Naturalist.

[9]  Odo Diekmann,et al.  When does evolution optimize , 2008 .

[10]  R. Sibly,et al.  Optimal growth strategies when mortality and production rates are size-dependent , 1993, Evolutionary Ecology.

[11]  G. Polis,et al.  Time, Space, and Life History: Influences on Food Webs , 1996 .

[12]  S. Wiggins Introduction to Applied Nonlinear Dynamical Systems and Chaos , 1989 .

[13]  A. Houston,et al.  State-dependent life histories , 1996, Nature.

[14]  T. Vincent,et al.  Nonlinear and Optimal Control Systems , 1997 .

[15]  Ludovic Mailleret,et al.  A note on semi-discrete modelling in the life sciences , 2009, Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences.

[16]  É. Kisdi,et al.  Dynamics of Adaptation and Evolutionary Branching , 1997 .

[17]  Peter A. Abrams,et al.  Predators that Benefit Prey and Prey that Harm Predators: Unusual Effects of Interacting Foraging Adaptation , 1992, The American Naturalist.

[18]  J. Iglesias,et al.  ANNUAL ACTIVITY CYCLES OF THE LAND SNAIL HELIX ASPERSA MÜLLER IN NATURAL POPULATIONS IN NORTH-WESTERN SPAIN , 1996 .

[19]  J. Bull,et al.  The Evolution of Cooperation , 2004, The Quarterly Review of Biology.

[20]  A. Nicholson,et al.  The Balance of Animal Populations.—Part I. , 1935 .

[21]  Y. Iwasa Dynamic optimization of plant growth , 2000 .

[22]  M. Hassell,et al.  The population dynamic consequences of phenological asynchrony between parasitoids and their hosts , 1994 .

[23]  M. Czarnoleski,et al.  How to Time Growth and Reproduction during the Vegetative Season: An Evolutionary Choice for Indeterminate Growers in Seasonal Environments , 2010, The American Naturalist.

[24]  S. Twombly Timing of Metamorphosis in a Freshwater Crustacean: Comparison with Anuran Models , 1996 .

[25]  D. DeAngelis,et al.  Individual-based modeling of ecological and evolutionary processes , 2005 .

[26]  Robert D. Holt,et al.  Optimal Foraging and the Form of the Predator Isocline , 1983, The American Naturalist.

[27]  C. Cobbold,et al.  Coexistence of multiple parasitoids on a single host due to differences in parasitoid phenology , 2009, Theoretical Ecology.

[28]  E. Charnov,et al.  Reproductive constraints and the evolution of life histories with indeterminate growth , 2001, Proceedings of the National Academy of Sciences of the United States of America.

[29]  W. Hunter ANNUAL VARIATIONS IN GROWTH AND DENSITY IN NATURAL POPULATIONS OF FRESHWATER SNAILS IN THE WEST OF SCOTLAND , 2009 .

[30]  R. Nisbet,et al.  Semi-discrete host-parasitoid models. , 2007, Journal of theoretical biology.

[31]  Y. Iwasa,et al.  Optimal Growth Schedule of a Perennial Plant , 1989, The American Naturalist.

[32]  Jan Eisner,et al.  Optimal foraging and predator-prey dynamics III. , 1996, Theoretical population biology.

[33]  C. M. Lessells,et al.  The Evolution of Life Histories , 1994 .

[34]  V. Křivan,et al.  Optimal foraging and predator-prey dynamics, II. , 1999, Theoretical population biology.

[35]  W. Schaffer The Application of Optimal Control Theory to the General Life History Problem , 1983, The American Naturalist.

[36]  L. Rowe,et al.  Developmental Thresholds and the Evolution of Reaction Norms for Age and Size at Life‐History Transitions , 2002, The American Naturalist.

[37]  Y. Iwasa,et al.  Optimal Growth Pattern of Defensive Organs: The Diversity of Shell Growth among Mollusks , 2004, The American Naturalist.

[38]  R. Ims,et al.  Collapsing population cycles. , 2008, Trends in ecology & evolution.

[39]  Odo Diekmann,et al.  On evolutionarily stable life histories, optimization and the need to be specific about density dependence , 1995 .

[40]  Briggs,et al.  The Dynamics of Insect-Pathogen Interactions in Seasonal Environments , 1996, Theoretical population biology.

[41]  Jonathan M. Chase,et al.  Trophic cascades across ecosystems , 2005, Nature.

[42]  S. Geritz,et al.  On the Evolution of the Timing of Reproduction with Non-equilibrium Resident Dynamics , 2011, Bulletin of mathematical biology.

[43]  Křivan,et al.  Searching for Food or Hosts: The Influence of Parasitoids Behavior on Host-Parasitoid Dynamics , 1997, Theoretical population biology.

[44]  D. Reznick,et al.  A COMPARATIVE ANALYSIS OF PLASTICITY IN LARVAL DEVELOPMENT IN THREE SPECIES OF SPADEFOOT TOADS , 2000 .

[45]  Stefan A. H. Geritz,et al.  On the Mechanistic Derivation of Various Discrete-Time Population Models , 2007, Bulletin of mathematical biology.

[46]  Sebastian Schreiber,et al.  Crossing habitat boundaries: coupling dynamics of ecosystems through complex life cycles. , 2008, Ecology letters.

[47]  D. Sulsky,et al.  IDENTIFYING FITNESS AND OPTIMAL LIFE‐HISTORY STRATEGIES FOR AN ASEXUAL FILAMENTOUS FUNGUS , 2006, Evolution; international journal of organic evolution.

[48]  R. Sibly,et al.  DYNAMIC MODELS OF ENERGY ALLOCATION AND INVESTMENT , 1993 .

[49]  M. L. Chambers The Mathematical Theory of Optimal Processes , 1965 .

[50]  L. S. Pontryagin,et al.  Mathematical Theory of Optimal Processes , 1962 .

[51]  E Pachepsky,et al.  Between discrete and continuous: consumer-resource dynamics with synchronized reproduction. , 2008, Ecology.

[52]  William W. Murdoch,et al.  Consumer-resource dynamics , 2003 .

[53]  D S Broomhead,et al.  Relating individual behaviour to population dynamics , 2001, Proceedings of the Royal Society of London. Series B: Biological Sciences.

[54]  Gaku Takimoto,et al.  Adaptive Plasticity in Ontogenetic Niche Shifts Stabilizes Consumer‐Resource Dynamics , 2003, The American Naturalist.

[55]  A. D. Higginson,et al.  OPTIMAL DEFENSIVE COLORATION STRATEGIES DURING THE GROWTH PERIOD OF PREY , 2010, Evolution; international journal of organic evolution.

[56]  P. Lundberg,et al.  Diet choice and predator—prey dynamics , 1994, Evolutionary Ecology.

[57]  H. Wilbur Complex Life Cycles , 1980 .

[58]  Fabio Dercole,et al.  Analysis of Evolutionary Processes: The Adaptive Dynamics Approach and Its Applications , 2008 .

[59]  V. Křivan,et al.  Alternative Food, Switching Predators, and the Persistence of Predator‐Prey Systems , 2001, The American Naturalist.

[60]  Heino,et al.  Evolution of resource allocation between growth and reproduction in animals with indeterminate growth , 1999 .

[61]  S. Kooijman,et al.  Life history implications of allocation to growth versus reproduction in dynamic energy budgets , 2003, Bulletin of mathematical biology.

[62]  A. Griffin,et al.  Cooperation and Competition Between Relatives , 2002, Science.

[63]  S. Stearns,et al.  The Evolution of Life Histories , 1992 .

[64]  J. Kozłowski Measuring fitness in life,,history studies. , 1993, Trends in ecology & evolution.

[65]  Bas Kooijman,et al.  Dynamic Energy Budget Theory for Metabolic Organisation , 2005 .

[66]  R. Levins The strategy of model building in population biology , 1966 .

[67]  A. D. Higginson,et al.  Adaptive changes in size and age at metamorphosis can qualitatively vary with predator type and available defenses. , 2010, Ecology.