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. 2020 Jan 21;7:e8154. doi: 10.7717/peerj.8154

Table 2. Model performance of the final national scale (1–3 km) and the road (100–500 m) roadkill HSMs using roadkill background data.

Schoener’s D index scores represent the niche overlap between models using random and roadkill background data.

Model type N Feature types Regularisation multiplier AICc Full AUC Schoener’s D
National (1 km) 6,004 LQ 1 138,246 0.72 0.85
Major road (100 m) 788 LQ 1 22,054 0.5 0.9
B road (100 m) 368 LQH 4 10,186 0.6 0.84
Minor road (100 m) 1,476 LQH 4 44,442 0.71 0.93
All roads (100 m) 2,623 LQHPT 4 79,724 0.74 0.92