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. Author manuscript; available in PMC: 2023 Jan 1.
Published in final edited form as: Mol Ecol. 2020 Aug 2;29(17):3217–3233. doi: 10.1111/mec.15558

Table 2.

Linear mixed effect models with maximum likelihood population effects testing the influence of landscape resistance variables on genetic differentiation in devils, tumors, and tumor clusters 1 and 2. Model performance was evaluated by AICc averaged over 1,000 bootstrap iterations, with models with ΔAICc < 2 highlighted. Marginal R2 (mR2) is the proportion of overall variation explained by the model fixed effects and % Top Model is the percentage of times the model was the top performing model over 1,000 bootstraps, as determined by AICc support.

Variable K AICc ΔAICc mR2 % Top Model

Devils Roads 5 −7364.67 0.00 0.379 38.4
Precip. seasonality 4 −7359.56 4.66 0.269 1.7
Elevation relief ratio 4 −7358.72 5.49 0.253 6.8
Temp. annual range 4 −7357.35 6.87 0.255 0.0
Distance 2 −7357.64 5.97 0.249 52.7
Elevation 4 −7357.35 6.86 0.253 0.1
Annual precip. 4 −7355.11 9.11 0.255 0.0
Land cover 13 −7322.04 50.90 0.319 0.3

All tumors Elevation 4 −7083.89 0.00 0.015 67.7
Precip. seasonality 4 −7082.19 1.70 0.030 30.5
Annual precip. 4 −7080.23 3.67 0.020 1.4
Elevation relief ratio 4 −7072.25 11.64 0.012 0.3
Distance 2 −7070.41 13.48 0.009 0.1
Temp. annual range 4 −7069.27 14.62 0.006 0.0
Land cover 13 −7067.75 16.14 0.024 0.0
Roads 5 −7065.33 18.57 0.009 0.0

Tumor cluster 1 Elevation relief ratio 4 −7627.07 0.00 0.026 77.2
Annual precip. 4 −7625.59 1.48 0.019 11.5
Precip. seasonality 4 −7624.56 2.51 0.016 4.6
Distance 2 −7624.19 2.88 0.009 6.4
Elevation 4 −7623.73 3.35 0.021 0.2
Temp. annual range 4 −7623.67 3.40 0.009 0.0
Roads 5 −7622.07 5.01 0.020 0.1
Land cover 13 −7616.24 10.83 0.016 0.0

Tumor cluster 2 Elevation 4 −7972.78 0.00 0.025 77.6
Annual precip. 4 −7969.02 3.76 0.043 2.1
Elevation relief ratio 4 −7967.41 5.37 0.044 10.3
Precip. seasonality 4 −7965.74 7.04 0.024 8.6
Distance 2 −7959.39 13.39 0.007 0.5
Roads 5 −7958.98 13.80 0.047 0.9
Land cover 13 −7957.66 15.12 0.053 0.0
Temp. annual range 4 −7958.77 14.01 0.006 0.0