SCIENCE UNDER AUTOMATION
PhaseNet-DAS
Applied to data from 11,241 catalogued earthquakes
What this result supports
Arrival picking uses existing sensors and labelled training data; it does not establish earthquake prediction.
Evidence record: primary_research. Checked: Not recorded.
Where this evidence is used
Seismology
- Maintain and calibrate sensor inputs: Provisional autonomy mapping for this requirement. Arrival picking uses existing sensors and labelled training data; it does not establish earthquake prediction.
- Detect seismic phase arrivals: Provisional autonomy mapping for this requirement. Arrival picking uses existing sensors and labelled training data; it does not establish earthquake prediction.
- Validate event locations and catalogue quality: Provisional autonomy mapping for this requirement. Arrival picking uses existing sensors and labelled training data; it does not establish earthquake prediction.
- Choose observations that distinguish models: Not tested by this source; capability remains unassessed.
- Deploy instruments under field conditions: Not tested by this source; capability remains unassessed.
- Validate geophysical predictions: Not tested by this source; capability remains unassessed.