How the AI reads aerial imagery →
Scope and source dates
Origins: 4,402 city-clipped 2020 Census blocks. Routes and environmental context extend 3 km beyond Plano. Trees: AI predictions from 2022 NAIP. Heat: summer 2025 Landsat surfaces. Population: 2020 Census. Housing/demographics: 2020–2024 ACS; disability at tract level.
Gray means unavailable or incomplete. Smooth colors do not create finer observations. Housing values describe areas, not individual homes.
Earlier nine-layer pilot map
Preserved for reference. It covers the original four ZIPs and is not the current municipal analysis.
Open original nine-layer map ↗
Equations & source maps · Relevant static maps
More maps Saved maps and charts
Walking time and walking effort
Same graph, destinations and origins. Matched cost-percentile scales.Download PNGWhere area rankings change
Friction cost percentile minus time-only percentile. Blue improves; red worsens.Download PNGDo longer walks mean more effort?
All-category comparison. Differences show model behavior, not validated human preferences.Download PNGWalking effort across Plano
All available destination categories. Full municipal scope.Download PNGTrees beside walking paths
This path-level feature enters the routing cost.Trees in each area
GeoAI predicts trees from 2022 aerial imagery. Nearby tree cover informs each walking-edge cost; it is a shade proxy, not measured shade.Download PNGSummer surface temperature
Clear-sky summer 2025 Landsat composite. Surface temperature, not air temperature.Download PNGTraffic volume
Nearby mapped TxDOT AADT, normalized against Plano. Not a crash-risk measure.Download PNGPopulation density
2020 Census residents per land km². Full-block values; city-border fragments flagged in the master map.Download PNGArea median rent
2020–2024 ACS block-group estimates. Not current listings.Download PNGArea median home value
2020–2024 ACS owner-reported values. Not individual appraisals.Download PNGMapped walking paths
Actual mapped edges, with environmental context. Routes extend 3 km beyond Plano.Download PNG
Earlier experiments and four-ZIP maps