Table 4 Statistics for generalized additive models (GAM) of net and gross primary production (NPP, GPP) in Chesapeake Bay using predictor variables (Table 3) as detailed for gam2 (Table 5). GCV = generalized cross-validation score; AIC = Akaike information criterion; RMSE = root mean square error.
Property | Time frame | N | R2 (adjusted) | % Deviance explained | GCV | AIC | RMSE |
---|---|---|---|---|---|---|---|
NPP | |||||||
OH | 1982–2004 | 183 | 0.985 | 98.9 | 0.00736 | −373.1 | 0.0757 |
MH | 281 | 0.971 | 97.6 | 0.00537 | −663.5 | 0.0661 | |
PH | 259 | 0.955 | 96.5 | 0.00807 | −478.8 | 0.0825 | |
GPP | |||||||
OH | 1995–2004 | 125 | 0.961 | 97.5 | 0.0217 | −141.8 | 0.1191 |
MH | 210 | 0.783 | 82.0 | 0.0263 | −172.4 | 0.1472 | |
PH | 190 | 0.740 | 79.5 | 0.0318 | −124.9 | 0.1575 |