Table 5. Statistics of the parsimonious GAMs applied to the acoustic survey data for the dependent variable “Female biomass” and analysis of deviance for GAMs covariates and their interactions of the final model fitted.
Parametric coefficients: Intercept | Approx. significance of s(Lon,Lat) | ||||||||||
Year | N | R 2 ad. | DE % | Estimate | SE | t value | Pr(>|t|) | edf | Ref.df | F | p-value |
2003 | 251 | 0.341 | 59.9 | 0.045 | 0.084 | 0.534 | 0.59400 | 43.15 | 54.40 | 3.406 | 1.43E-10 |
2004 | 272 | 0.541 | 73.7 | −0.118 | 0.077 | −1.537 | 0.12600 | 85.22 | 103.90 | 1.950 | 3.87E-05 |
2005 | 279 | 0.587 | 73.9 | −1.142 | 0.143 | −7.980 | 7.16E-14 | 50.53 | 53.78 | 5.128 | 2E-16 |
2006 | 276 | 0.431 | 70.6 | −0.366 | 0.112 | −3.265 | 0.00128 | 70.57 | 88.39 | 1.585 | 0.00408 |
2007 | 290 | 0.472 | 73.4 | −1.087 | 0.132 | −8.247 | 1.72E-14 | 77.70 | 96.29 | 1.914 | 5.37E-05 |
2008 | 273 | 0.726 | 89.4 | −1.501 | 0.274 | −5.481 | 1.44E-07 | 95.22 | 109.20 | 2.617 | 5.95E-09 |
2009 | 278 | 0.714 | 85.6 | −0.548 | 0.144 | −3.816 | 0.00018 | 90.17 | 107.10 | 3.164 | 2.67E-12 |
2010 | 276 | 0.576 | 77.3 | −0.369 | 0.101 | −3.663 | 0.00033 | 92.27 | 110.20 | 2.363 | 1.29E-07 |
Model formula: Female biomass , family: quasipoisson, link function: log.