Do Temperature, Drought, and Wind
Predict Wildfire Severity?

Montesinho Natural Park, Portugal — 517 fire records, two-stage ML analysis

Explorer Toggle between environmental drivers
Visual 1 Unsupervised clustering in PCA space — drag the weight slider
Visual 2 Do the clusters differ in fire severity?
Visual 3 Small vs large fire scatter plots by predictor
Visual 4 ROC curve comparison across all classifiers
Visual 5 Which features matter most to Random Forest?