Lifecycle controls reconciled87,484 physical sites
URBAN3-STYLE FISCAL SKYLINE
Annual revenue versus the infrastructure required to serve each place.
The citywide view sums every site into complete 250-meter cells instead of sampling outliers. A ±$500-per-site annual materiality band keeps near-break-even properties neutral instead of creating a red-green checkerboard.
Building the Long Beach lifecycle skylineLoading complete overview coverage
Complete 250 m overview · zoom in for sitesDrag to pan · Control/right-drag to rotate · connecting sites
Tax-supported lifecycle net / acre
-$18,936neutral ±$500/site$85,192
All sites aggregated—not an outlier sample · selected balance $18MWHAT V4 CORRECTS
Download v4.1 site dataThe overview now shows the city pattern—not a selection of parcel outliers.
One APN is counted once
Repeated geometry pieces are dissolved by APN before tax or assessed value is placed. Stacked components are then combined into physical sites.
107,622 shapes → 107,365 assessments → 87,484 sitesArterials are not a neighbor's private road
Local access follows frontage by street class. The rest of the full-network lifecycle reserve is shared by modeled service demand.
$116M local · $163M sharedNo low-zoom outlier sampling
Every site ledger is summed into 250-meter cells at city scale. Zoom 13 reveals the underlying sites, including explicit warnings on published sliver geometry.
1,988 cells · 121 cautioned sitesPrimary public sourcesAll street segments 2025 PCI memo Access vs mobility Utilities FY2025 Utility bill split Model lb-fiscal-productivity-v4.1.0 · SHA a3c0f45222dd