Climate
Urban Heat Island Map
Finds the hottest streets and where shade trees would help most
Advanced48h2–4
PythonSatellite dataLeaflet
16/20Map where safe bike lanes break and which gaps would connect the most people.
Build Bike Lane Gap Mapper for cyclists and urban planners in ~16h with 1–3 people. Stack: Leaflet + Python + OpenStreetMap.
Why it wins: Data-driven urban planning that judges can see on a map.
| Tech | Role | |
|---|---|---|
| Leaflet | Interactive maps | UI |
| Python | Backend / scripting | Backend |
| OpenStreetMap | Tooling | Tool |
Open-source projects you can build on. Links checked 2026-10-31.
Climate
Finds the hottest streets and where shade trees would help most
Plan a long drive with charging stops based on your car's real range
Climate
Enter an address and see flood, heat and air risks in plain language