// OPEN INTELLIGENCE — PUBLIC ARCHIVESTUDY INDEX: NUCLEAR-PROXIMITY · SPATIAL PERMUTATION
FRFRFR
STUDYNO. 01 · SPATIAL

NUCLEAR
PROXIMITY

Is the UAP phenomenon reported closer to nuclear-weapons sites than chance would predict? We tested our strongest theme spatially — honestly, controlling for the obvious confound that reports come from where people are.

STUDY ID
FR-STU-2026-01
CASES
1,116 geocoded · dated
SITES
244 · era-filtered
METHOD
Spatial permutation ×500
STATUS
● OPEN · LIVE
01The Question02The Result03Confound Test04Robustness05Methodology06By Region07Mobile Layer
01 / THE QUESTION

Does the reporting cluster near nuclear sites — or just near people?

Sightings happen where people are. Any raw “UFOs near reactors” claim has to clear that bar first. So we test each nuclear layer against a population-weighted null — random points drawn from real cities, matched by country and era — and ask whether the observed cases fall closer than that null predicts.

Enrichment = observed ÷ population-null. Above 1.0× means closer than chance; below means further.

REPORTS, NOT REALITY

This measures where cases are reported, not where craft were. The reporting-feedback confound — nuclear cases amplified because they’re nuclear — cannot be removed.

The fossil-fuel row is the placebo: same population and industrial footprint, nothing nuclear. A nuclear layer only counts as signal if it beats the placebo.

02 / THE RESULT

Enrichment vs population-matched chance

Each bar diverges from the 1.0× chance line — right means cases fall closer to that site type than population predicts, left means further. Significant results (p < 0.05) glow and carry a ✓. Click any layer to inspect it.

SEARCH RADIUS
1.0× CHANCE
← FURTHERCLOSER →

Nuclear weapons

SIGNAL ✓

The headline result. Cases fall dramatically closer to warhead and weapons-storage sites than population predicts — over 4× at the tightest radius — and the effect is strongest as you close in, exactly the shape a real spatial signal should have.

OBSERVED
3.7%
NULL EXPECT.
0.8%
p-VALUE
<0.001
Nuclear weapons · ENRICHMENT ACROSS RADIUS
4.37×
25km
2.17×
50km
1.71×
100km
03 / THE CONFOUND TEST

Is it nuclear — or just “secret military”?

The strongest objection: reports cluster near secret bases, and weapons sites are secret bases. So we pit nuclear weapons against non-nuclear military bases — Nellis, Edwards, Holloman, Fallon: secret, but not nuclear. Both measured at 50 km.

Nuclear weapons2.17×
50 KMp = <0.001
Non-nuclear military1.2×
50 KM · NELLIS/EDWARDS/…p = 0.030
VERDICT · NUCLEAR-SPECIFIC

Weapons enrichment (2.17×) far exceeds generic secret-military bases (1.20×, only marginally significant). The nuclear dimension does real work beyond “reports cluster near secret activity.”

04 / ROBUSTNESS

Does the signal survive on corroborated cases?

The corpus grew mostly with single-source archival sightings, so the honest worry is that a pile of uncorroborated reports manufactures the effect. We re-run the weapons test separately on L3+ cases (corroborated across ≥2 sources or a primary document) and L0 single-source cases — each with its own matched null.

L3+ corroborated · n=492L0 single-source · n=570DASHED = 1.0× CHANCE
4.68×
3.98×
25 KM
2.13×
2.25×
50 KM
1.74×
1.69×
100 KM
VERDICT · SURVIVES

The weapons signal holds on corroborated-only cases — L3+ enrichment at 25 km is 4.68× (p<0.001, n=492), if anything stronger than the single-source stratum. It is not an artifact of the archival influx.

05 / METHODOLOGY

How the test works

1

Geocode & date the cases

1,116 cases carry a location and a date, and 244 nuclear sites are filtered to those active in each case’s era — you can’t be near a site that didn’t exist yet.

2

Build a population-weighted null

Random comparison points are drawn from real GeoNames cities, matched by country and era, so the null carries the same “sightings happen where people are” bias as the real data.

3

Permute 500 times

For each of five site layers and three radii, we compare the observed share of cases within range against 500 reshuffles of the null — giving an enrichment ratio and a p-value.

4

Guard with a placebo & a confound

Fossil-fuel plants (same footprint, nothing nuclear) set the floor; non-nuclear military bases test whether the effect is really about “secret bases.” Weapons beats both.

06 / BY REGION

Within 100 km, USA vs rest-of-world

The weapons signal is far stronger in the USA — where the weapons complex and the reporting culture both concentrate. Bars show share within 100 km; the figure at right is the median distance to the nearest site.

United Statesn = 659
weapons14.8% · med 305 km
reactor13.6% · med 397 km
naval3.5% · med 639 km
Rest of worldn = 457
weapons9.9% · med 1,203 km
reactor16.7% · med 379 km
naval2.2% · med 1,814 km
07 / THE MOBILE LAYER

Nuclear assets that move

A fixed-site distance test buries encounters at sea as random ocean points. But modern US carriers (since 1961) and most submarines are nuclear-powered — a mobile nuclear layer. These are logged categorically, not distance-tested.

70cases involving a naval vessel — carrier, submarine, or task group
LOGGED VESSEL-LINKED CASES
Fort Salisbury USO1902
Port Augusta USO1947
USS FDR Rio de Janeiro anchor-watch sighting1950s
USS FDR UFO tracking sightings1950s
MV Markkala USO sighting1950
Korean waters fleet UFO1951
USS FDR sighting near Guantanamo1952
Brunswick Naval Air Station UFO film1956
Ascension Island USO1960
Hawaii ocean-emerging craft1966
Navy submarine disc encounter1966
Bill Cooper USS Tirew USO sighting1966
Fraser Island cigar USO1966–67
Soviet K-129 submarine recovery1968–74
Alaska USO emergence1969
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