# Acknowledgements

The data used in this tutorial was provided by the sources listed below.
All the data files have been modified slightly for the purposes of the tutorial.

- Samoa_constituencies.shp was sourced from the [PCRAFI](http://pcrafi.spc.int)
 (Pacific Risk Information System) website. Some attributes were removed or renamed
 from the original data file (gadm36_wsm_2.shp).

- Buildings_SE_Upolu_inundation.shp was provided by Earth Sciences New Zealand and was originally based off
  [OpenStreetmap](https://www.openstreetmap.org) data. It has been modified
  significantly: attributes removed, spatially filtered (i.e. rows removed),
  the 'ID' attribute data was replaced, and the centroid of the geometry was used.
  The data has then been combined with MaxEnv_All_Scenarios_50m.tif, which was also
  provided by Earth Sciences New Zealand.
