Table 2. Comparison of alternative models describing variation in population growth rate (PGR), assessing the effect of controlling for migration strategy and decomposing risk scores into sub-components by forest type, season, nesting or foraging and individual forest changes.
Model | No scaling | Quantitative scaling | Qualitative scaling | |||
AICc | Δ AICc | AICc | Δ AICc | AICc | Δ AICc | |
PGR∼migration+total risk | −285.5 | −278.9 | −284.7 | |||
PGR∼migration+coniferous risk+broadleaf risk+Mediterranean risk | −298.4 | −12.9 | −289.4 | −10.5 | −293.4 | −8.7 |
PGR∼migration+foraging risk +nesting risk | −285.5 | 0 | −280.3 | −1.4 | −284.3 | 0.4 |
PGR∼migration+summer foraging+winter foraging+nesting risk | −284.3 | 1.2 | −278.1 | 0.8 | −288.2 | −3.5 |
PGR∼coniferous risk+broadleaf risk+Mediterranean risk | −280.7 | 4.8 | −279.0 | −0.1 | −278.1 | 6.6 |
PGR∼summer foraging+winter foraging+nesting risk | −280.7 | 4.8 | −276.9 | 2 | −278.1 | 6.6 |
PGR∼foraging+nesting risk | −277.5 | 8 | −279.3 | −0.4 | −273.2 | 11.5 |
PGR∼total risk | −263.6 | 21.9 | −269.6 | 9.3 | −263.5 | 21.2 |
PGR∼migration+change 1 risk+change 2 risk+…+change 22 risk | −236.7 | 48.8 | −243.2 | 35.7 | −252.5 | 32.2 |
PGR∼change 1 risk+change 2 risk+…+change 22 risk | −230.2 | 55.3 | −245.8 | 33.1 | −249.2 | 35.5 |
Note that model fit was compared between models within the same scaling mechanism and that Δ AICc is calculated as the difference in AICc value from the baseline model of migration plus total risk; this is the most parsimonious formulation of risk score and all other models represent more complex formulations of this rather than containing independent data.