Applies the Anthromes-12k classification algorithm from Ellis et al. 2020 to a stars object of population and land-use data.
anthrome_classify(hyde, inputs)
| hyde | a stars object containing HYDE 3.2 data to apply the anthromes classification to. Must include columns for total population count and areal fractions of urban, rice, irrigation, crops, grazing lands as well as supporting data on potential vegetation and potential village status. |
|---|---|
| inputs | HYDE 3.2 fixed input data in stars format. |
a stars object containing the resulting anthrome classes with the same dimensions as hyde.
Ellis, E.C., Beusen, A.H. and Goldewijk, K.K., 2020. Anthropogenic biomes: 10,000 BCE to 2015 CE. Land, 9 (5), p.129.
anthrome_classify(hyde_med, inputs_med)#> stars object with 3 dimensions and 1 attribute #> attribute(s): #> anthrome #> Inhabited drylands :33235 #> Residential rainfed croplands: 6460 #> Wild drylands : 4204 #> Populated woodlands : 4093 #> Populated croplands : 3842 #> (Other) : 8880 #> NA's :27132 #> dimension(s): #> from to offset delta refsys point values x/y #> x 2509 2629 -180 0.0833333 WGS 84 FALSE NULL [x] #> y 600 720 89.9999 -0.0833333 WGS 84 FALSE NULL [y] #> time 1 6 NA NA NA NA 3000BC,...,2000AD