Divide the susceptible equation by the removed equation, or differentiate the resulting invariant directly, to get . The initial data give the SIR susceptible-recovered identity
Population conservation then gives . Since , the Taylor expansion for small yields
At the end of the outbreak, the infectious count approaches zero. The positive root of the quadratic approximation is
For and a seed satisfying , this reduces to
The truncation also requires , hence a near-threshold regime . The seed must be small but positive: setting it identically to zero gives no epidemic. This is the near-threshold SIR final-size expansion, and the physical removed count is .
Figure 1.
Replenishment permits repeated waves; the closed SIR model has a final-size relation
. Original generic model calculations. The left panel shows a positive trajectory of the discrete recruitment model. The middle panel shows a closed SIR outbreak. The right compares the exact closed-model final-size root with its small-seed quadratic approximation near threshold. Details.

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