Description
This repository contains data and R scripts used to model elasmobranch relative abundance (count data per BRUV deployment) throughout the Dutch Caribbean. The workflow focuses on testing how habitat and depth relate to observed counts for focal taxa, while accounting for broad spatial structure using a categorical “Location” term (treated as a random effect). Models are fitted with Bayesian inference using the INLA framework, followed by diagnostic checks (overdispersion, residual plots) and exploratory assessment of spatial autocorrelation in residuals (mapping + variograms). Posterior predictive simulations are used to evaluate dispersion and whether the fitted Poisson models can reproduce the observed proportion of zeros.
| Date made available | 24 Feb 2026 |
|---|---|
| Publisher | Wageningen University & Research |
| Temporal coverage | 2012 - 2017 |
| Geographical coverage | Dutch Caribbean |
Research output
- 1 Article
-
Anthropogenic disturbance modifies spatial patterns of reef sharks
Stoffers, T., van Rijn, J., de Graaf, M., Winter, H. V., Bervoets, T. Y., Bond, M. E., Duinmeijer, C. C., Heithaus, M., Needle, M., Papageorgiou, G., Poos, J. J., Schep, S., Tieskens, K. & Nagelkerke, L. A. J., 1 Apr 2026, In: Journal of Applied Ecology. 63, 4, 18 p., e70330.Research output: Contribution to journal › Article › Academic › peer-review
Open Access
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