Road surface data

Saw mention in the Weekly News of #geoai #opendata #osm #mapillary #gis #worldhumanitarianday | HeiGIT & HeiGIT (Heidelberg Institute for Geoinformation Technology) Humanitarian Data | 231 Datasets | HDX concerning AI interpretation of road surfaces / how many roads are paved / unpaved.

The Oz data seems to imply that the numbers for both are quiet close, which surprises me somewhat? Australia: Road Surface Data | Humanitarian Dataset | HDX

Corresponding data for our brothers & sisters across the water New Zealand: Road Surface Data | Humanitarian Dataset | HDX in case anybody wants to look closer?

Creating this thread also brought up a reference to New blog on road surfaces in NSW by @TreeTracks so would be interesting to see how they compare?

Thanks for the link Graeme, I look forward to reading it. Re the comparison between the new modelled data and the NSW road data in the treetracks blog… virtually every road in NSW, except for metro Sydney, has a surface tag in OSM, so the new study should give the same results as the blog since the new study seems to model surfaces based on OSM data (based on my super quick skim of the abstract). It’ll be even more useful in other Aus states where not so many road surfaces are mapped. We can probably expect to get good paved vs unpaved surface data on all Aus roads down the track based on either AI modelling or user interpretations of imagery. Cheers Ian

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This is a breakdown of the highways without a surface tag (as at 2025-08-20). I have excluded track and service where there is a service tag. Overall surface tagging is 92% complete.

Highway= Length (km) Fraction of highways of this type untagged Paved
residential 29,943 21% 85%
service 23,519 37% 20%
unclassified 23,019 5% 14%
tertiary 1,935 1% 54%
secondary 458 0% 76%
trunk 424 1% 98%
motorway_link 416 21% 100%
primary 349 1% 90%
motorway 182 2% 100%
living_street 172 28% 95%
trunk_link 130 23% 100%
primary_link 81 20% 100%
pedestrian 59 34% 91%
tertiary_link 57 27% 91%
secondary_link 52 18% 97%

EDIT: I have added a column showing the paved fraction of the highway (filtered as above) that have a surface tag. This is based on tags that cover 99.98% of values. Overall paved to unpaved is about 45:55.

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Thanks Andrew.

Sorry if I’m misunderstanding, but is that saying that there’s e.g only 424k of trunk road in Oz, & only 1% of them remaining to be tagged?

OK maybe my table was a little ambitious. There is 424 km of trunk without a surface tag. This is 1% of the total length of trunk roads (about 42,000 km).

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Just doing some searching for another topic & spotted https://www.bitre.gov.au/publications/2023/australian-infrastructure-and-transport-statistics-yearbook-2023/road which says “Australia’s total estimated paved road length was 427,000 kilometres in 2022” plus lots of other stats if anybody wants to go through them! :zany_face: