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. 2019 May 16;7(1):coz020. doi: 10.1093/conphys/coz020

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