Rank within municipality

Unscored (Biarong)

Taller and darker = more vulnerable. Hover a barangay for its rank, tier and pillars.

Ranking

Pillars, equal weights

Exposure (HAND) · Sensitivity · Adaptive capacity

Predicted class · 150 m cells

ISF — informal settlement

Planned — subdivision or resettlement

Rural

Unscored (Biarong)

Top five by vulnerability

Survey point — one household

Zoomed out, the points gather into one badge per barangay, sized by its household count.

Each block is a real building footprint, coloured by the class of the 150 m cell it sits in and raised by the model's confidence. Faded buildings sit in a barangay with fewer than ten cells. Sites with no footprints staged fall back to enlarged cells.

Class shares here

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Sampling effort here

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Slovin n = 400 per AOI. Allocated across barangays by population weighted 4:3:2:1 on the vulnerability tier (Severe to Low), then split equally between the typology classes each barangay actually has. Every point sits inside a real building footprint, one household per building.

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Building the model…

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