Table 2.
Model | K | LL | BIC | ΔBIC | w i | AUC |
---|---|---|---|---|---|---|
Individuala + landscapeb + weatherc | 29 | −4,196.2 | 8,649.4 | 0.0 | 0.97 | 0.72 |
Individual + weather | 27 | −4,208.6 | 8,656.5 | 7.1 | 0.03 | 0.71 |
Individual + landscape + vegetationd + weather | 33 | −4,185.7 | 8,663.7 | 14.3 | 0.00 | 0.72 |
Individual + vegetation + weather | 31 | −4,199.4 | 8,673.5 | 24.1 | 0.00 | 0.71 |
Individual + landscape + vegetation | 28 | −4,245.5 | 8,739.0 | 89.6 | 0.00 | 0.71 |
Landscape + weather | 21 | −4,279.6 | 8,745.3 | 95.9 | 0.00 | 0.70 |
Individual + vegetation | 26 | −4,258.8 | 8,748.0 | 98.6 | 0.00 | 0.70 |
Weather | 19 | −4,291.5 | 8,751.3 | 101.9 | 0.00 | 0.70 |
Individual + landscape | 24 | −4,272.7 | 8,758.0 | 108.6 | 0.00 | 0.70 |
Landscape + vegetation + weather | 25 | −4,269.5 | 8,760.6 | 111.2 | 0.00 | 0.70 |
Individual | 22 | −4,284.0 | 8,762.9 | 113.5 | 0.00 | 0.70 |
Vegetation + weather | 23 | −4,282.8 | 8,769.3 | 119.9 | 0.00 | 0.70 |
Landscape + vegetation | 20 | −4,333.6 | 8,844.3 | 194.9 | 0.00 | 0.69 |
Vegetation | 18 | −4,346.3 | 8,852.2 | 202.7 | 0.00 | 0.68 |
Landscape | 16 | −4,361.3 | 8,864.3 | 214.9 | 0.00 | 0.68 |
Year and date | 14 | −4,372.0 | 8,868.1 | 218.7 | 0.00 | 0.68 |
Constant | 3 | −4,723.0 | 9,472.6 | 823.2 | 0.00 | 0.51 |
Individual and social covariates; includes interactions between date and sex category.
Topography, structural, and burrow covariates; includes the local presence of minor roads and barrier fences.
Weather covariates; includes interactions between average daily maximum temperature and total recent rainfall.
Vegetation covariates; includes interactions between date and recent normalized difference vegetation index.