Table 2.
Linear mixed effect model results for cod (n = 8) heart rate, swimming depth, body acceleration and distance from the centre of the sea cage (origo). Correlations are given between sound measurements and heart rate, body acceleration and depth. Separate models were tested for each sound measurement
Response variable | Model type | Delta AICcnull | Random forest percent variance explained (%) | Covariate name | Coefficient | SE | P |
---|---|---|---|---|---|---|---|
1) Heart rate | All covariates | 2412 | 8.6 | Swimming depth | 0.270 | 0.110 | 0.012 |
Distance to origo | −0.002 | 0.040 | 0.96 | ||||
Body temperature | 0.015 | 0.200 | 0.94 | ||||
Behavioural factors excluded | 9945 | 2.8 | Body temperature | −10.700 | 0.970 | <0.001 | |
AELsp | −1.080 | 0.100 | <0.001 | ||||
AELcum | −0.027 | 0.001 | 0.048 | ||||
2) Swimming depth | All covariates | 1669 | 51.9 | Body temperature | −0.560 | 0.085 | <0.001 |
Distance to origo | −0.270 | 0.014 | <0.001 | ||||
Heart rate | 0.069 | 0.020 | <0.001 | ||||
Behavioural factors excluded | 1702 | 33.1 | Body temperature | −1.300 | 0.130 | <0.001 | |
SELcum | 0.002 | 0.021 | 0.93 | ||||
SELsp | −0.018 | 0.022 | 0.43 | ||||
3) Body acceleration | All covariates | No good models and all covariates were P > 0.05 | |||||
Behavioural factors excluded | No good models and all covariates were P > 0.05 | ||||||
4) Distance from origo | All covariates | 1269 | 45.7 | Swimming depth | −1.300 | 0.110 | <0.01 |
SELcum | 0.033 | 0.026 | 0.21 | ||||
Heart rate | −0.190 | 0.068 | <0.01 | ||||
Behavioural factors excluded | 1827 | 25.1 | Body temperature | 2.000 | 0.360 | <0.001 | |
Zero to peak sound pressure level (P0-pk) | −0.060 | 0.052 | 0.26 | ||||
SELcum | 0.100 | 0.048 | 0.031 |