Integration of presence-only data from several data sources. A case study on dolphins' spatial distribution
Here we have created a tutorial, using simulated data, to show how inlabru can be used to fit a model similar to the one in the paper:
"Integration of presence-only data from several data sources. A case study on dolphins' spatial distribution" by S. Martino; D. Pace et al accepted for publication in Ecography (DOI 10.1111/ecog.05843)
but based on simulated data.
The model merges together two datasets, one from "social media" and one from ferry.
To run the code you need to have a newer version of R (>4.0) and to install both inla and inlabru.
Install the last testing version of inla from the r-inla and the development version of inlabru from [GitHub][https://github.com/inlabru-org/inlabru].
See the website
The observed sighthings are also available here together with a text file describing the dataset.