A spatio-temporal log-Gaussian Cox process with a shared spatial field is applied to nine sea cucumber surveys, and a new k-fold cross-validation with CRPS selects among 240 habitat models, finding transplanted Posidonia areas have higher intensity.
Residual analysis for spatial point processes (with discussion)
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Modelling benthic animals in space and time using Bayesian Point Process with cross validation: the case of Holoturians
A spatio-temporal log-Gaussian Cox process with a shared spatial field is applied to nine sea cucumber surveys, and a new k-fold cross-validation with CRPS selects among 240 habitat models, finding transplanted Posidonia areas have higher intensity.