|
Covariates
|
R
2
|
ΔAIC
|
AUC before
|
AUC after
|
|---|
|
Whale 1
|
|
Jday + lat + SIE + ΔSIE + ΔSST + Δbath
|
0.546
|
0
|
0.9672
|
0.9527
|
|
SIE + ΔSIE
|
0.232
|
197
|
0.8526
|
0.8302
|
|
Whale 2
|
|
SIE + ΔSIE + SST + ΔSST + bath + Δbath
|
0.589
|
0
|
0.9690
|
0.9498
|
|
SIE + ΔSIE
|
0.107
|
223
|
0.7647
|
0.6621
|
|
Whale 3
|
|
Lat + SIE + ΔSIE + SST + ΔSST + bath + Δbath
|
0.762
|
0
|
0.9984
|
0.9974
|
|
SIE + ΔSIE
|
0.535
|
275
|
0.9523
|
0.9520
|
- All models predicted the MSSI and used a Gaussian distribution
-
Jday Julian day, lat latitude, SIE distance to the sea ice extent (km), ΔSIE change in distance to the SIE, SST sea surface temperature (C), ΔSST change in SST, bath bathymetry (km), Δbath change in bathymetry
