FA-65677 / Ecological population dynamics / Member archive

Stochastic growth rate and quasi-extinction: geometric mean · case 02

The geometric mean growth rate is reported on the log scale.

Member previewVariant 2 · 3 implementations · 7 checks per implementation

Case contract

Geometric mean growth exp(mean ln lambda) determines trend (declining <1, stable ==1, growing >1); arithmetic mean reported alongside; trajectory multiplies N by each lambda; quasi-extinction time is the first 1-based year with N < threshold or None; return [geo, arith, trajectory, hit, trend]; None for empty, non-positive lambdas or N0<=0.

Why this case matters

Population projections set harvest quotas, conservation status and pest-control timing; a wrong update order, boundary or rate conversion silently changes management advice.

One recorded failure

Sample boundary fixture

This sample comes from the broken implementation of a controlled reproducer.

Boundary fixture	Actual	Expected	Outcome
regression: steady growth	`[0.108807, 1.116667, [55.0, 66.0, 69.3], null, "declining"]`	`[1.114947, 1.116667, [55.0, 66.0, 69.3], null, "growing"]`	Failed

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