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. 2017 Jul 31;7(17):7010–7022. doi: 10.1002/ece3.3235

Table 2.

Final candidate set of models of activity center movement by desert tortoises in the Ivanpah Valley, California, U.S.A., 2013–2015. All models other than the constant model included the interacting effects of year and date. K is the number of model parameters, LL is the model log‐likelihood, BIC is the Bayesian information criteria, ΔBIC is the difference between BIC values for each model and that with the lowest BIC, w i is the model weight, and AUC is the area under the receiver operating curve (a measure of discriminatory ability)

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
a

Individual and social covariates; includes interactions between date and sex category.

b

Topography, structural, and burrow covariates; includes the local presence of minor roads and barrier fences.

c

Weather covariates; includes interactions between average daily maximum temperature and total recent rainfall.

d

Vegetation covariates; includes interactions between date and recent normalized difference vegetation index.