🌳 Random Forests and Living Trees

English translation of my earlier article on applying satellite imagery and machine learning to map urban land cover.

What started as a local research project in Kryvyi Rih turned into something much larger — the results sparked a heated discussion among residents, officials, and industry representatives about the real condition of green buffers around large industrial sites.

The methodology developed during that work is still being used today — adapted for new environmental and urban projects.

🔗 https://www.datastory.org.ua/random-forests-and-living-trees/

#RemoteSensing #MachineLearning #LandCoverMapping #UrbanEcology #EnvironmentalMonitoring #RandomForest #GeospatialAnalysis #GIS #RStats #SAGAGIS #QGIS #IndependentResearch #OpenSource #EnvironmentalDataScience #KryvyiRih #LULC

🎥Don’t miss EvoLand’s 2nd webinar:

📅 Wed, 4 Dec | 14:00-15:30 CET
🏢14:00: Innovations in urban monitoring
🌊🏞️14:45: Advances in water & general land cover

📢 Save your spot https://evo-land.eu/evoland-webinars-navigating-the-future-of-land-monitoring/

#UrbanMonitoring #WaterManagement #LandCoverMapping

@EU_HaDEA @euenvironment @DLR @cnes