In conducting this analysis in must be noted that no single source of data can be expected to be perfect, however researchers must understands the limits of sensible application. GBIF data is acknowledged to include various errors, and whilst they are making continued efforts to clean this data artifacts and other issues are still present. Through the use of filters the impact on such errors should however be minimal.