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Competition, Persistence, Extinction in a Climax Population Model Competition, Persistence, Extinction in a Climax Population Model Shurron Farmer Department of Mathematics Morgan State University Ph. D. Advisor: Dr. A. A. Yakubu, Howard University
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MAIN QUESTION What is the role of age-structure in the persistence of species?
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Outline What are climax species? Mathematical Model Theorems Simulations Conclusions Further Study
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What are Climax Species? Species that may go extinct at small densities but have initial sets of densities that do not lead to extinction Example: the oak tree Quercus floribunda x(t+1)= x(t)g(x(t))
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A Climax Growth Function
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Example of x(t+1) = x(t)g(x(t))
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MATHEMATICAL MODEL x(t+1) = y(t)g(ax(t) + y(t)) y(t+1) = x(t) where x(t) - population of juveniles at generation t y(t) - population of adults at generation t g - per capita growth function a - intra-specific competition coefficient
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Reproduction Function F(x, y) = (yg(ax+y), x) where (x, y) = (x(t), y(t)) F(x, y) = (x(t+1), y(t+1)) F t (x,y) is the population size after t generations. The domain of F is the nonnegative cone.
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THEOREMS Suppose the maximum value of the growth function g is less than one. Then all positive population sizes are attracted to the origin. Suppose the maximum value of the growth function g is equal to one. Then all positive population sizes are attracted either to an equilibrium point or a 2-cycle.
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Graph of Juvenile-adult phase plane; Maximum of g >1, a > 1
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From one region to another
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Maximum Value of g > 1, existence of fixed points and period 2-cycles For any a, (0, 0), (c/(1+a), c/(1+a)), and (d/(1+a), d/(1+a)) are fixed points. For a = 1, infinitely many 2-cycles of the form {(u, v), (v, u)} where u+v = c or u+v = d. For a not equal to 1, if no interior 2-cycles exist, then {(0, c), (c, 0)}, {(d, 0), (0, d)}, are the only 2-cycles.
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Theorem: Maximum Value of g > 1, no chaotic orbits All positive population sizes are attracted either to a fixed point or a 2-cycle.
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Sketch of Proof for I.C. In R1 R1 is an F-invariant set. By induction, the sequences of even and odd iterates for the juveniles (and hence for the adults) are bounded and decreasing. Determine that the omega-limit set is the origin.
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Ricker’s Model as Growth Function Model (no age structure) is f(x) = x 2 e r-x, r > 0. The model (with or without age structure) undergoes period-doubling bifurcation route to chaos. The model with age structure supports Hopf bifurcation and chaotic attractors.
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Bif. Diagram (No age structure) r
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Ricker’s Model as Growth Function (no age structure), r = 1.3
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Ricker’s Model as growth function; r=1.3, a=2.
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Ricker’s Model as growth function; r=1.3, a=0.1.
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Sigmoidal Model Growth function is g(x) = rx/(x 2 +s), where r, s > 0. There are no chaotic dynamics (with or without age-structure). Positive solutions converge to equilibrium points or 2-cycles.
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Rep. Function for Sigmoidal Model (No Age Structure); r = 7, s = 9
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Sigmoidal Model (Age Structure); r = 7, s = 9, a = 2.
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CONCLUSIONS Age structure makes it possible for a density that has extinction as its ultimate life history to have persistence as its ultimate fate with juvenile-adult competition. Juvenile-adult competition is important in the diversity of a species.
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Further Study Model where juveniles and adults reproduce Model where NOT ALL juveniles become adults Effects of dispersion on juvenile-adult competition Population models with some local dynamics under climax behavior and other local dynamics under pioneer behavior
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