Table 1. Generalized additive mixed model output for the selected best model (presence/absence), reduced model (presence/absence), and the selected best spawning model.
n (models) | Full model | Reduced model | Spawning model |
---|---|---|---|
60 | 60 | 1 | |
s(sst) | 100% | 100% | 100% |
s(log(eke)) | 100% | 100% | — |
s(ssha) | 78% | 49% | 100% |
s(sst_sd) | 100% | — | — |
s(ssha_sd) | 93% | — | — |
s(bathy) | 100% | — | 100% |
s(log(chl)) | — | — | 100% |
s(uy10) | — | — | 100% |
s(bathy) | — | — | 100% |
s(bathyrms) | — | — | 100% |
s(moonphase) | — | — | 100% |
R-squared | 0.25 | 0.13 | 0.27 |
AUC | 0.794 | 0.703 | 0.72 |
AIC | 54055 | 49010 | 67258 |
The amount of times each term remained significant over 60 runs is represented by percentages.