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🧬 Ecology

With a Carrying Capacity

Real prey cannot grow without limit: food and space run out. Add a carrying capacity and the endless cycles turn into swings that slowly die out — or the predators may not be able to survive at all.

EcologyPopulationsStability
Inputs
Input examples
The same predator–prey model as on the first tab, but the prey now grow logistically up to a carrying capacity K. Time is in years; the model is solved step by step (Runge–Kutta).

Why the Cycles Die Out

With a carrying capacity, prey growth slows down as their numbers approach K. That acts like a brake on every swing: after each cycle the populations come back a little closer to the equilibrium, and they spiral inwards in the phase plane until they settle.

Predators need enough prey to replace their losses. If the prey would have to be more numerous than K for that, the predators die out and the prey settle at K. The smaller the gap between the prey equilibrium and K, the fewer predators the area can support.

prey at equilibriumstill m / (e·a)
predatorsP* = (r/a)(1 − N*/K)
N* ≥ Kpredators die out
phase planean inward spiral

Populations Over Time

years
prey N
predators P × 10
carrying capacity K

Phase Plane

spiral
path of the two populations
equilibrium
start
Result
Enter the values above

Worked Techniques

The Equilibrium

The prey equilibrium is set by the predators, as before; the carrying capacity lowers the number of predators.

Example: K = 1000: N* = 300, P* = 40 × 0.7 = 28.
How Fast It Settles

The eigenvalues of the model at the equilibrium. A negative real part means the swings shrink; an imaginary part means they still oscillate while doing so.

Example: the swings shrink by a factor e every 8.3 years.
Can Predators Survive?

Even with the prey at their maximum K, each predator must gain more than it loses.

Example: K = 250 with N* = 300: predators die out.

Sources & Verification

References
  1. N. J. Gotelli, A Primer of Ecology, 4th ed., Sinauer, 2008 — chapter on predation and the chapter “Logistic Population Growth”.