#1546: machine learning, landscapes, streets
, last check: Tue, 28 Apr 2026. Post history
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machine learning
The Digital Twin Sandbox Sentinel 2 collection is now available for everyone for machine learning models rapid prototyping
https://medium.com/sentinel-hub/digital-twin-sandbox-sentinel-2-collection-available-to-everyone-20f3b5de846e -
landscapes
"Pattern-based identification and mapping of landscape types using multi-thematic data," a paper on how to create numeric representations of multi-thematic categorical patterns and landscape type maps (PDF)
https://jakubnowosad.com/files/preprint/incoma-preprint.pdf | archive.org -
streets
"Street Network Models and Indicators for Every Urban Area in the World," a paper on modeling and analyzing OSM road and street networks worldwide, shares code, models, and indicators, providing four different contributions in this topic
https://osf.io/preprints/socarxiv/f2dqc_v1
Raf