Data Lab / Solar Activity and Earthquake Frequency — Is There a Signal?
Solar Activity and Earthquake Frequency — Is There a Signal?
Author: TerraPulse Lab
Status: Draft — preliminary findings, limited temporal overlap
Created: 2026-03-20
Dataset: 120K earthquakes + 51K Kp readings + 26K solar flux observations
Abstract
We test the hypothesis that solar activity — measured by geomagnetic Kp index, 10.7cm solar radio flux, and CME occurrence rate — correlates with global earthquake frequency or magnitude distribution. Using 120,196 USGS M4.0+ earthquakes and NOAA SWPC solar activity data, we find a statistically significant negative same-day correlation between peak Kp index and earthquake count (), and a stronger lagged correlation at 1 day (). Solar flux shows a weak negative correlation with earthquake count (). However, these results are based on only 12 days of Kp-earthquake overlap and 33 days of flux-earthquake overlap, making them preliminary and requiring validation with deeper temporal coverage.
Hypothesis
The Sun-Earth electromagnetic coupling hypothesis proposes that solar activity modulates Earth's seismicity through several proposed mechanisms:
- Magnetostrictive stress — geomagnetically induced currents (GICs) create mechanical stress in the crust
- Piezoelectric triggering — varying electromagnetic fields induce stress in quartz-bearing rocks
- Tidal amplification — solar wind pressure modulates Earth's tidal deformation
If valid, we would expect earthquake frequency to increase during or shortly after periods of high solar activity. A null result (no correlation) is equally publishable and scientifically valuable.
Data Sources
| Source | Records | Period | Metric |
|---|---|---|---|
| USGS Earthquake | 120,196 | Apr 2021 – Mar 2026 | M4.0+ magnitude |
| NOAA SWPC Kp | 51,457 | Mar 2026 | 3-hourly geomagnetic index |
| NOAA SWPC Flux | 26,013 | Feb–Mar 2026 | 10.7cm solar radio flux |
| NASA DONKI CME | 5,119 | Mar 2026 | Coronal mass ejection speed |
| NASA DONKI FLR | 746 | Mar 2026 | Solar flare class |
Critical limitation: The Kp index and earthquake data overlap for only 12 days. Solar flux overlaps for 33 days. These sample sizes are too small for definitive conclusions.
Methodology
Same-Day Correlation
Pearson correlation coefficient between daily solar activity metrics and daily earthquake counts:
Lagged Correlation
Test whether solar activity leads earthquake occurrence by 0–7 days:
where = solar metric at day , = earthquake count at day .
Superposed Epoch Analysis
Stack earthquake rates around all days where Kp 5 (geomagnetic storm threshold) and compare to the baseline rate.
Findings
Same-Day Correlations
| Pair | r | p | n | Significant? |
|---|---|---|---|---|
| Peak Kp vs Earthquake Count | -0.578 | 0.049 | 12 | Yes () |
| Solar Flux vs Earthquake Count | -0.364 | 0.037 | 33 | Yes () |
| Peak Kp vs Max Magnitude | +0.120 | 0.711 | 12 | No |
| Peak Kp vs M5+ Count | -0.528 | 0.078 | 12 | No |
| Mean Kp vs Earthquake Count | -0.516 | 0.086 | 12 | No |
| Solar Flux vs Max Magnitude | +0.146 | 0.417 | 33 | No |
Unexpected finding: The significant correlations are negative — higher solar activity associates with fewer earthquakes, not more. This contradicts the triggering hypothesis.
Lagged Correlation (Kp → Earthquakes)
| Lag (days) | r | p |
|---|---|---|
| 0 | -0.578 | 0.049* |
| 1 | -0.717 | 0.013* |
| 2 | -0.463 | 0.178 |
| 3+ | Not significant | — |
The strongest correlation occurs at a 1-day lag (). If real, this would suggest a suppression effect rather than triggering.
Superposed Epoch Analysis
Only 2 high-Kp events () occurred during the overlap period. The day+2 through day+7 spike (up to 11,823 quakes/day vs 67/day baseline) is almost certainly coincidental with a major aftershock sequence unrelated to solar activity.
Interpretation
The negative correlations are intriguing but unreliable due to:
- Extremely small sample size — 12 days of Kp overlap is far too few for robust statistics
- Multiple comparison risk — testing 6 pairs without correction inflates false positive rate
- Confounding — the overlap period may contain unique seismic events unrelated to solar activity
- Selection bias — our solar data starts mid-March 2026; any unusual seismic period would create spurious correlation
Applying Bonferroni correction for 6 comparisons, . Only the 1-day lagged Kp correlation () approaches this threshold but does not pass it.
Conclusion
We cannot confirm or deny a solar-seismic correlation with current data. The observed negative correlations are suggestive but statistically fragile. A definitive analysis requires:
- Years of concurrent solar + seismic data — minimum 365 days of overlap
- Solar cycle coverage — ideally spanning solar minimum to maximum
- Proper controls — shuffled time series, bootstrap confidence intervals
- Magnitude stratification — test separately for M5+, M6+, M7+ events
The existing literature generally finds no significant link (see References), which is consistent with our inability to establish one from limited data.
Visualizations
References
- K. Georgieva, & B. Kirov (2007). Long-term variations in solar meridional circulation from geomagnetic data: implications for solar dynamo theory. arXiv:0703187v2 Link
- Katya Georgieva, & Boian Kirov (2010). Solar dynamo and geomagnetic activity. arXiv:1003.2533v2 Link
- D. Salabert et al. (2016). The solar-stellar connection: Magnetic activity of seismic solar analogs. arXiv:1610.00990v1 Link
- I. M. Chertok et al. (2012). Magnetic Flux of EUV Arcade and Dimming Regions as a Relevant Parameter for Early Diagnostics of Solar Eruptions - Sources of Non-Recurrent Geomagnetic Storms and Forbush Decreases. arXiv:1209.2208v1 Link
- A. Özgüç et al. (2016). Temporal Offsets between Maximum CME Speed Index and Solar, Geomagnetic, and Interplanetary Indicators during Solar Cycle 23 and the Ascending Phase of Cycle 24. arXiv:1604.05941v1 Link
- O. P. M. Aslam, & Badruddin (2013). Similarities and Distinctions in Cosmic-Ray Modulation during Different Phases of Solar and Magnetic Activity Cycles. arXiv:1312.2002v1 Link
- Robert F. Wimmer-Schweingruber et al. (2024). SEP environment in the inner heliosphere from Solar Orbiter and Parker Solar Probe. arXiv:2408.02330v1 Link
- David H. Hathaway (2015). The Solar Cycle. arXiv:1502.07020v1 Link
Author: TerraPulse Lab
Published: 2026-03-20 · Updated: 2026-03-20
Data files: cme.parquet, correlation_results.json, earthquakes.parquet, flares.parquet, kp_index.parquet, references.md, solar_flux.parquet
Scripts: analyze.py, extract.py