Table 2. Model comparisons for the different a priori hypotheses tested in this study.
ID model | Hypothesis | Variables | pD | REP | DIC |
---|---|---|---|---|---|
4 | distance to road (= distroad) | land cover + distroad | 20 | 85 | 1766 |
7 | distroad x covar | land cover + distroad + distroad:logging + distroad: woodlichen + distroad:water | 23 | 74 | 1766 |
6 | geog x covar | land cover + X + Y + Y:logging + Y:lichen woodland + Y:water ¶ | 24 | 71 | 1769 |
9 | distroad x covar + climate x covar | land cover + distroad + meanprec + meantemp + meantemp:logging + meantemp: lichen woodland + meantemp:water + distroad: lichen woodland + distroad:logging + distroad:water | 28 | 61 | 1769 |
8 | climate x covar | land cover + meanprec + meantemp + meantemp: logging + meantemp: lichen woodland + meantemp:water | 24 | 71 | 1795 |
3 |
|
X + Y + land cover ¶ | 21 | 80 | 1800 |
5 | climate | land cover + meanprec + meantemp | 21 | 81 | 1801 |
2 | land cover only | land cover § | 19 | 89 | 1803 |
1 | intercept only | intercept | 9 | 201 | 2094 |
§ land cover = intercept + wildfire + logging + lichen woodland + bare land dominated by lichen +
water + wetlands + coniferous stands PC1 + coniferous stands PC2 + deciduous +
mixed deciduous (see Table 1 for a definition of variables)
X and Y represent the geographic coordinates of centroids for each 100 km2 cell.
Geographic-driven selection is represented by model IDs 3 and 6, climate-driven selection by model IDs 5 and 8, and selection that is driven by distance to roads is represented by model IDs 4 and 7. Interaction effects between two variables are indicated by a colon (:). The hypothesis of an additive effect of climate and distance to roads is represented by model ID 9. Variable names: pD = the number of effective parameters; REP = the mean number of data points for each effective parameter; and DIC = Deviance Information Criteria. See Table 1 for a description of variables.