Planetary, Oceanographic & Geospatial Interactive Visualizations
KMD (kmd-labs) crafts zero-friction, scientific data visualizations and interactive web applications for planetary, climate, oceanographic, and satellite datasets.
The team grew out of Viadrus AI, the 1st Polish team to win the European final of the 11th CASSINI Hackathon organized by the European Union Agency for the Space Programme (EUSPA). Our winning solution used satellite earth observation data to detect leaks in municipal water supply networks.
| Observatory | Live Demo | Repository | Description |
|---|---|---|---|
| Super El Niño | Live App ↗ | kmd-labs/el-nino |
Interactive 3D WebGL globe visualizing ENSO cycles, Walker Circulation, thermocline dynamics, and live NOAA OISST telemetry. |
| Baltic Watershed | Live App ↗ | kmd-labs/watershed |
3D drainage basin model tracking riverine nitrogen & phosphorus loads and historical Baltic Sea dead zones (HELCOM / EMODnet). |
| Golfstrom / AMOC | Live App ↗ | kmd-labs/golfstrom |
Atlantic Meridional Overturning Circulation & Gulf Stream velocity streamlines, ocean dynamics, and climate tipping points. |
| KMD Design System | Repository ↗ | kmd-labs/design-system |
Unified light-theme tokens, Angular UI primitives, and zero-friction CLI scaffolder for scientific visualization applications. |
- Framework & Runtimes: Angular 21 (standalone components, signals), TypeScript 5.9, Vite / esbuild
- 3D & Graphics: Three.js, WebGL Shaders, D3-Geo, Canvas 2D telemetry overlays
- Design Tokens: Unified Light Theme design system (
@kmd/design-system), glassmorphic HUD panels, Inter typography - Open Scientific Data: NOAA (OISST v2.1), Copernicus Marine, EMODnet Chemistry, HELCOM, Open-Meteo
Have complex planetary, satellite, or environmental data that needs to be visualized, or looking to collaborate?
- 🌐 Landing Page: https://kmd-labs.org/
- ✉️ Direct Inquiry: hello@kmd-labs.org
- 💼 LinkedIn: linkedin.com/company/kmd-lab
