seismic-picker-selection
Installation
SKILL.md
Seismic Event Detection & Phase Picking Method Selection Guide
Overview: Method Tradeoffs
When choosing an event detection and phase picking method, consider these key tradeoffs:
| Method | Generalizability | Sensitivity | Speed, Ease-of-Use | False Positives |
|---|---|---|---|---|
| STA/LTA | High | Low | Fast, Easy | Many |
| Manual | High | High | Slow, Difficult | Few |
| Deep Learning | High | High | Fast, Easy | Medium |
| Template Matching | Low | High | Slow, Difficult | Few |
- Generalizability: Ability to find arbitrary earthquake signals
- Sensitivity: Ability to find small earthquakes
Key insight: Each method has strengths and weaknesses. Purpose and resources should guide your choice.