Buildings, POIs & Land Use — Bangkok Dashboard E

Filtered buildings
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Canonical inventory · active scope

POIs

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Deduplicated places and receptors

Mean height

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3-tier height provenance

Classified

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OSM + Overture + POI joined

Estimated floor area

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Footprint × estimated floors

Residential capacity

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Residential floor-area weight

Modeled population

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Awaiting coverage validation

Bangkok building evidence map

Building geometry = polygon fills / extrusions · circles = clustered or individual POIs

Loading spatial evidence…

District	Buildings	Mean h.	Classified

Use DOPA — as the control total.
Weight residential floor area at —, mixed use at —, and unknown buildings inside residential land use at —.
Normalize low/base/high scenarios independently so every control total is conserved.
Do not allocate when footprint coverage or administrative geometry is incomplete.