I found interesting the Corine definition for "3.3.3 Sparsely vegetated
areas" [1] : it refers to various scenarios, and specify a percentage
(10%-50%, or "less than 50%") for vegetation landcover.

In the similar American paper [2] mentioned in a previous post, we find for
barren land (page 18): "less than one-third of the area has vegetation or
other cover".

I think that using a vegetation percentage (less than ...) to define the
new tag should be the right choice; without this new tag, all is "scrub"...

[1]
https://land.copernicus.eu/user-corner/technical-library/corine-land-cover-nomenclature-guidelines/html/index-clc-333.html
[2] https://pubs.usgs.gov/pp/0964/report.pdf





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