Project Portfolio

A selection of spatial analyses and visualizations across urban, environmental, and mobility domains.

Tokyo & Jakarta Urban Heat Island
Remote Sensing
Landsat-8 Thermal IR

Tokyo & Jakarta Urban Heat Island

Land surface temperature radiometry mapping deriving +4.8°C thermal anomaly in built districts.

NYC & Jakarta POI Dot Density
Data Viz
DuckDB Spatial & Overture

NYC & Jakarta Retail Dot Density

120,000+ POI micro-clustering rendering without Modifiable Areal Unit Problem (MAUP) distortion.

15-Min City Tokyo vs Jabodetabek
Network GIS
Valhalla & OpenStreetMap

15-Min City: Tokyo vs Jabodetabek

Multi-modal transit reachability modeling revealing 84.2% vs 38.6% 8-minute rail access.

Live GIS Playground

Interact with real open geospatial data: Natural Earth vectors, OpenStreetMap land cover, and OpenRouteService pedestrian isochrones for Jakarta.

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