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. 2021 Oct 1;12:738471. doi: 10.3389/fphys.2021.738471

TABLE 1.

Comparison between generalized linear models built to explain the counts of surface episodes every 3 h in summer and winter, using different combinations of the environmental measures.

Summer
Fixed effect variables AIC X 2 R2 (%)
Hour+Tsur 3901.2 61.2 55.9
Hour+Tsur+Tsoil 3906.4 61.3 55.9
Tsur+Hour*Tsoil 3906.6 76.1 56.9
Hour*Tsur+Tsoil 3909.3 67.9 56.2
Hour*Tsur+Hour*Tsoil 3911.6 79.1 56.9
Hour+Tsoil 3929.5 34.0 53.6
Hour 3935.5 22.4 52.4

Winter

Fixed effect variables AIC X 2 R2 (%)
Hour*Tsoil+Tsur 1517.7 42.2 45.9
Hour+Tsoil+Tsur 1518.2 34.8 42.6
Hour+Tsur 1518.7 30.0 42.7
Hour*Tsur+Hour*Tsoil 1519.0 45.2 47.6
Hour 1522.4 22.5 41.9
Hour*Tsoil 1522.6 33.1 49.9
Hour*Tsur+Tsoil 1523.0 34.9 42.4
Hour+Tsoil 1523.6 25.4 46.1
Tsoil 1532.1 7.7 45.4
Tsur+Tsoil 1534.2 11.6 44.8
Tsur 1539.5 2.2 34.7

Asterisks represent interaction effect between variables. Models with interactions included the corresponding isolated terms. The final model (bold values) was chosen by lowest AIC (Akaike Information Criterion, see section “ Materials and Methods ). X2 - values were calculated against the null model. R2 - values account for the random structure. Datasets had 973 observations and 12 animals for summer and 227 observations and 9 animals for winter.