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.

From: Seasonal to Inter-Annual Variability of Primary Production in Chesapeake Bay: Prospects to Reverse Eutrophication and Change Trophic Classification

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