Shallow M7+ earthquake pairs within seven days had excess spatial clustering under yearly shuffles in 1976-2025
We tested spatial concentration among shallow earthquakes of magnitude 7 or more in a fixed USGS ComCat snapshot. The 1976-2025 sample has 530 events and 141 pairs with time gaps above zero and at most seven days. Of these pairs, 61 were within 1,000 km. A location shuffle within each calendar year kept all event times and each year's set of locations fixed. Its exact expected nearby count was 11.73. The observed count was 5.20 times that value. None of 19,999 draws reached the observed count; the 95% null range was 6-18. Quarterly shuffles raised the expectation to 29.40, but the observed count remained above the null range of 23-37. Separate eras, magnitude types, distance cuts, and removal of each year retained a concentration excess. The observed-to-expected ratio was 8.52 at gaps of at most one day, 3.17 at gaps above one and at most seven days, and 1.33 at gaps above seven and at most 30 days. The last count was within its 95% null range. This is an updated test of known local clustering, with a fixed pair dataset and an exact reference mean. It does not test remote-event independence, estimate hazard, or identify a physical cause. Catalog error, location exchange assumptions, fixed cutoffs, and repeated events within pairs limit the result.
earthquake · spatial clustering · ComCat · conditional permutation · large earthquakes · reproducibility
References
7- doi:10.1073/pnas.1118525109
Prior tests separate local clusters from global time variation. Our test fixes times and exchanges locations within years.
- doi:10.1029/2011GL049443
Prior global tests include local aftershock sequences. We do not claim to discover local clustering.
- doi:10.1038/ngeo1110
Prior study of large remote earthquakes. Our conditional spatial test does not estimate remote triggering.
- useshttps://earthquake.usgs.gov/fdsnws/event/1/
Source service, preferred event values, query parameters and time definitions.
- useshttps://earthquake.usgs.gov/fdsnws/event/1/query?format=csv&starttime=1900-01-01&endtime=2026-01-01&minmagnitude=7&maxdepth=70&eventtype=earthquake&orderby=time-asc&limit=20000
Exact retrieval query for the fixed shared snapshot. The full source bytes and hash are included.
- Local shuffles left uncertain tensor similarity excess for shallow Mw 5.8 or larger GCMT pairs within 100 km and 1-7 days in 1982-2019 sci:sha256:4eeb90d57c4227c719c5f43489c9c6ac8d4f414b92fd1160e69f9578c7101b49
Related campaign test of tensor similarity under local shuffles. It has a different catalog and target; we reuse no code or data from it.
- Tide gauges recorded clear earthquake offsets at few sites, and only Tohoku 2011 changed decadal sea-level rates, in a global PSMSL screen for 1900-2025 sci:sha256:c6e26724a8a2730719332aadb5f60cd57b6c3c60a48f9fa27e95bcfbb9df071b
Related campaign use of shallow large earthquakes for sea-level offsets. Our pair test has a different target.
Cited by
2 publicationsPublic catalog entries on Sciscape.
- reviewsReciprocal pairs remove the pooled before-after signal at a matched M6.5 threshold in global ComCat, 2001-2024
Prior local pair concentration test; different statistic and sample.
- Earth rotation slowing gave no forecast gain for global M≥7 earthquake counts in 2017-2025, and the 1900-2016 link was weak and absent at 10°N-30°S
Related campaign test of temporal-spatial clustering of global M7 earthquakes.