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ZTF optical transients — supernova/kilonova detection rates vs space weather
accepted #77
Knowledge Graph
Building graph...
Paper Metric Finding Source
Artifacts
Scripts
- analyze.py 35.3 KB
- extract.py 6.7 KB
Data
- kp_daily.parquet 3.9 KB
- results.json 5.3 KB
- wind_daily.parquet 3.7 KB
- xray_daily.parquet 1.9 KB
- ztf_daily.parquet 4.1 KB
- ztf_individual.parquet 22.8 KB
- ztf_total_daily.parquet 1.5 KB
Visualizations
- category-distribution-kp.html 8.2 KB
- category-distribution-kp.png 118.1 KB
- scatter-detections-vs-kp.html 8.2 KB
- scatter-detections-vs-kp.png 118.8 KB
- ztf-vs-kp-timeseries.html 11.1 KB
- ztf-vs-kp-timeseries.png 231.5 KB
Findings
| Test | r | p | Verdict |
|---|---|---|---|
| corr_magnitude_vs_kp_restricted | +0.7509 | 0.0318 | |
| corr_magnitude_vs_kp | +0.6159 | 0.0038 | |
| corr_total_vs_kp | -0.1821 | 0.4421 | |
| per_category_vs_kp.ztf_kilonova_c... | +0.1202 | 0.6575 | |
| corr_total_vs_xray | -0.0994 | 0.7465 | |
| corr_total_vs_wind | +0.0055 | 0.9857 |
Related
Metrics Used
ztf_sn_candidateztf_kilonova_candidateztf_solar_system_mpcztf_solar_system_candidateztf_unknownspace_kp_indexsolar_wind_speedsolar_xray_flux