Exploratory analysis reveals statistical association between solar activity and seismic events, indicating potential correlations.
This study presents an exploratory statistical analysis of the association between solar geomagnetic activity (Kp index) and earthquake magnitude (Mw ≥ 4.0), introducing the Cosmic Deficit Index (CDI) as a novel composite metric. Data: 347 global seismic events from USGS paired with co-temporal Kp values from NOAA over a 180-day period. Methods: Rigorous statistical controls include permutation tests (10,000 iterations), AR(1) surrogate tests (5,000 iterations), block permutation (24-hour blocks), AR(1) prewhitening, effective degrees-of-freedom correction, Bonferroni and FDR correction for multiple testing (17 lags), and 5-fold cross-validation with persistence baseline computed within the same folds. Results:- Pearson correlation r = 0.48 (95% CI [0.39, 0.56], p = 1.2 × 10⁻⁶)- Permutation test: p < 0.0001- AR(1) surrogate test: p < 0.0001- Optimal temporal lag: 18 hours (Kp precedes earthquakes)- CDI quartile analysis: ΔMw = 0.70 across quartiles- Cross-validated Skill Score: 0.178 (17.8% improvement over persistence)- RMSE_CDI = 0.430 vs. RMSE_persistence = 0.523- Stronger associations in active tectonic zones (r = 0.52) and shallow earthquakes (r = 0.51) Limitations: This study does not claim causality. The CDI is presented as an exploratory, hypothesis-generating composite index, not as an operational predictive tool. Four alternative explanations are discussed in the manuscript. The block permutation result (p = 0.8850) is reported transparently as a limitation, indicating that within-day autocorrelation may partially account for the observed correlation. Conclusion: A moderate, statistically robust association survives null-model testing and multiple-testing correction. No causal mechanism is established. Independent replication across multiple solar cycles and multi-parameter space-weather datasets is required. Files included:- Manuscript (4 pages)- Cover Letter (2 pages)- Supplementary Material (SM1–SM4, 6 pages)- Figure 1: Scatter plot (Kp vs Mw)- Figure 2: Lag analysis (0–48 hours)- Figure 3: CDI distribution and quartile analysis Keywords: Cosmic Deficit Index, CDI, Kp index, solar-terrestrial interaction, earthquake statistics, event-based analysis, Quartic Power Law, exploratory association study
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Hicham Chigar (2026) studied this question.
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