About This Project
This dashboard visualizes results from a Machine Learning analysis
to predict porcini mushroom locations across Germany.
Data Sources
- GBIF - Global Biodiversity Information Facility (verified mushroom findings 2003-2024)
- BKG - Federal Agency for Cartography and Geodesy (forest data)
- UBA - German Environment Agency (pollution data)
ML Model
Random Forest Classifier trained on environmental features including soil pH, tree species composition, air quality, and symbiotic fungi presence.
Tech Stack
Python (Pandas, GeoPandas, Scikit-learn) | Leaflet.js | Chart.js | Vanilla JavaScript
Tip: Click on charts to filter the data!