Fig 1.
BUV site locations where habitat types were present.
The open grey circles indicate sites where that habitat variable did not cover at least 5% of the site and solid black circles indicate sites where that habitat covered at least 5% of the site. The solid line indicates the Green:old areas while the broken line indicates Green:new areas. Sites outside the bounded areas are open to fishing. MNP04 is the green area in the North and MNP10 in the South. The easting and northing axes are measured in units of meters.
Table 1.
The number of observations N with each of the attributes and the percentage of these observations where snapper presence was observed.
Fig 2.
Estimates for the coefficients in the Non-Spatial model.
Posterior means and 95% credible intervals.
Fig 3.
Posterior mean spatial random effects.
Each grid cell is 500 × 500m.
Fig 4.
Posterior mean spatial random effects surface for MNP04.
Each grid cell is 100 × 100m.
Fig 5.
Posterior mean spatial random effects surface for MNP10.
Each grid cell is 100 × 100m.
Table 2.
Posterior mean (95% Credible Intervals) for LL, MSE and AUC under the Spatial and Non-Spatial Models.
Table 3.
Posterior mean out-of-sample Log likelihood (LL), Mean Squared Errors (MSE) and Area Under the Curve (AUC) for the k-fold cross validation based on fitted parameter estimates under the Spatial and Non-Spatial Models.
Lower estimates of LL and MSE correspond to better predictive performance by a model; higher estimates of AUC corresponds to better predictive performance.