1. The theory of fractal geometry 2. Introduction: characterising and mapping anomalies 3. Geochemical datasets 4. Novel multifractal classification models 5. Effectiveness and uncertainty in geochemical anomaly classification models 6. Spatial uncertainty in categorising geological data 7. General discussion and conclusions