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GIS-based building-coverage map shows where lots exceed 25% coverage
Manassas Park Planning Commission · February 11, 2026
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Summary
Staff and GIS consultant Blue Raster used AI to map building footprints and found median lot coverage about 16%; higher coverage (25%+) is concentrated in smaller-lot neighborhoods such as Rosebud Court, which will inform possible lot-coverage policy discussions.
Community development staff and GIS consultants presented a demonstration building-coverage map that uses automated detection of building footprints to summarize lot coverage across the city.
"They have through artificial intelligence, as I've been…
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