# 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.

- Buildings_SE_Upolu.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).

- MaxEnv_All_Scenarios_50m.tif and MaxEnv_All_Scenarios_10m.tif were provided by Earth Sciences New Zealand.
  They has been modified slightly to reduce the file size.

- Samoa_population.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).
  The population attribute was added based on [Pacific Data Hub](https://pacificdata.org)
  data licensed under the Open Data Commons Attribution License.
