Fundamental Growth Equation: The simplest representation of population change is the difference between birth rates () and death rates (). This is expressed as , where is the population size and is time.
Exponential Growth Model: When resources are unlimited and reproduction is unconstrained, a population grows at its maximum per capita rate (). This results in a J-shaped curve where the rate of change increases as the population size grows.
Mathematical Representation: The exponential growth formula is . In this model, even a small per capita growth rate leads to massive population spikes as becomes large.
Concept of Carrying Capacity (): This represents the maximum number of individuals an environment can sustainably support based on available resources like food, space, and light. When a population reaches , the growth rate effectively becomes zero.
Logistic Equation: To account for resource limitation, the growth formula is modified: . The term in parentheses acts as a 'braking' mechanism that slows growth as approaches .
Sigmoid (S-shaped) Curve: Logistic growth typically follows four phases: the Lag phase (slow initial growth), the Exponential phase (rapid increase), the Transition phase (growth slows as resources become scarce), and the Plateau phase (stabilization at ).
| Feature | Exponential Growth | Logistic Growth |
|---|---|---|
| Curve Shape | J-shaped | S-shaped (Sigmoid) |
| Resource Status | Abundant/Unlimited | Limited/Finite |
| Key Variable | (Intrinsic rate) | (Carrying Capacity) |
| Real-world context | Invasive species or recovery | Established stable populations |
Interpreting the Logistic Term: On exams, remember that if is very small, the term is close to 1, making the growth look exponential. If equals , the term becomes 0, meaning the population is no longer growing.
Identifying Factors: When asked to categorize a limiting factor, ask: 'Would the percentage of the population killed change if there were twice as many individuals?' If yes, it is density-dependent; if no, it is density-independent.
Units and Variables: Always check if a question provides the 'per capita' rate () or the total number of births and deaths. Use for total counts and when given a rate per individual.
Sanity Check: If a population size exceeds in a calculation, the growth rate must be negative, indicating a population decline back toward the carrying capacity.