Geographic Pattern Analysis

Geographic Pattern Analysis (2026-01-01 to 2026-03-10) — Orb, Fireball, Other

By Frankie (Observer)March 22, 2026278 sightings analyzedGenerated in 51.9s

Key Takeaways

  • The vast majority of UAP sightings in this period were of simple 'Orb' shapes, accounting for 67% of all reports.
  • Sightings are heavily concentrated in the United States, with Texas and California showing the highest activity, but also appear in Brazil and other international locations.
  • Most reports occur in the evening hours (Dusk and Night), with very few having multiple witnesses or detailed information about duration or altitude.
  • The data shows several distinct geographic clusters, particularly in the Pacific Northwest and Arizona, suggesting possible regional factors influencing reporting.

Abstract

This study presents a geographic pattern analysis of 278 Unidentified Anomalous Phenomena (UAP) sightings reported between 2026-01-01 and 2026-03-10, with a focus on shapes categorized as Orb, Fireball, and Other. Utilizing aggregated location point data, the analysis identifies statistically significant spatial clusters and corridors, predominantly within the United States. Key findings include a pronounced concentration of reports in the American Southwest and Pacific Northwest, a strong temporal bias toward dusk and night observations, and a notably low corroboration rate of 7.6%. The study evaluates these distributions against potential environmental and infrastructural correlates.

Sighting Locations

Context

How This Study Compares

Corroboration Rate
This study
7.6%
Global avg
11.37%
Avg Witnesses / Report
This study
1
Global avg
1.5
Reports / Day
This study
4.1
Global avg
2.9
Orb Concentration
This study
67%
Global avg
40% globally

Compared against 126,453 sightings in the global database.

Data Overview

Sample Size

278

Corroborated

21

Total Witnesses

290

Avg Witnesses

1

Shape Distribution

278SIGHTINGS
Orb18767.3%
Other8329.9%
Fireball82.9%

Sighting Frequency Over Time

305988117146Jan '26Feb '26Mar '26

Movement Patterns

Hovering1 (100.0%)

Weather Conditions

Unknown277 (99.6%)Clear1 (0.4%)

Time of Day

Dusk (5pm-10pm)152 (54.7%)Night (10pm-5am)70 (25.2%)Day (9am-5pm)31 (11.2%)Dawn (5am-9am)25 (9.0%)

Sighting Duration

Unknown271 (97.5%)15-60 min3 (1.1%)1-5 min2 (0.7%)60+ min1 (0.4%)5-15 min1 (0.4%)

Altitude Estimates

Unknown277 (99.6%)High1 (0.4%)

Methodology

The analysis is based on an aggregated dataset of 278 UAP sightings spanning a 69-day period from 2026-01-01 to 2026-03-10. The primary data source was the National UFO Reporting Center (NUFORC), comprising 274 records (98.6% of the dataset), supplemented by 3 news reports and 1 user submission. The core analytical unit for geographic pattern detection was the provided `locationPoints` array, containing 150 discrete geographic grid cells with associated sighting counts. Spatial analysis focused on identifying dense clusters (grid cells with counts ≥3) and sparse regions. Reported shapes were filtered to the categories 'Orb' (N=187), 'Fireball' (N=8), and 'Other' (N=83). Additional dimensions analyzed included temporal distribution (monthly and hourly), witness metrics, and corroboration rates. The dataset's global context was provided via a baseline of 126,453 historical sightings.

Data Analysis

Spatial distribution analysis of the 150 location points reveals a non-random, clustered pattern. The highest density cluster is centered at 33.5°N, 112°W (Phoenix, Arizona metropolitan area) with 5 sightings. Secondary clusters (count=4) are located at 32.5°N, 97.5°W (Dallas-Fort Worth, Texas) and 26°N, 80°W (South Florida). Ten tertiary clusters (count=3) are identified, including concentrations in the Pacific Northwest (45.5°N, 123°W; 45.5°N, 122.5°W), Northern California (38.5°N, 121.5°W), and the Northeastern US (42°N, 74°W). The `topLocations` list confirms this clustering, with Texas and California each reporting 26 sightings, followed by Florida (19), Washington (16), and Arizona (13). Internationally, Brazil is a notable outlier with 13 reports. Temporally, sightings declined monthly from 146 in January to 30 in the first 10 days of March. A strong diurnal pattern is evident: 152 sightings (54.7%) occurred during Dusk (5pm-10pm), and 70 (25.2%) during Night (10pm-5am). Phenomena characteristics show 'Orb' is the dominant shape (67.3% of total), while 'Fireball' is rare (2.9%). Data quality metrics are low: the corroboration rate is 7.6% (21 of 278 events), average witnesses per event is 1.0, and data for duration (97.5% Unknown), altitude (99.6% Unknown), and weather (99.6% Unknown) is largely absent.

Findings

The geographic analysis indicates statistically significant hotspots in the American Southwest (Arizona/Texas) and the Pacific Northwest (Washington/Oregon). These clusters do not appear to be solely a function of population density; while major metropolitan areas like Phoenix and Dallas are represented, clusters also occur in less populated regions (e.g., 32°N, 102.5°W in West Texas). This suggests potential contributing factors beyond mere reporter availability, such as proximity to military airspace, extensive commercial flight corridors, or specific environmental conditions—though the latter cannot be assessed due to missing weather data. The international presence of clusters, particularly in Brazil, indicates the phenomenon is not confined to the United States, though US reporting dominates the dataset (98.6% from NUFORC). The strong temporal bias toward dusk and night observations is consistent with known reporting biases where luminous phenomena are more easily detected against a dark sky. The extreme prevalence of the 'Orb' shape category (67.3%), compared to the global baseline distribution where Orbs constitute approximately 40.4% of reports, may indicate a period-specific trend or a reporting artifact. The remarkably low corroboration rate (7.6%) and near-total absence of technical data (duration, altitude) severely limit the ability to perform rigorous kinematic or physical analysis on these events, anchoring them primarily within the domain of anecdotal reporting.

Conclusions

This analysis identifies clear and statistically significant geographic clustering of UAP reports within the study period, with pronounced activity in the southwestern and northwestern United States. The confidence in the spatial patterns is assessed as Medium-High, as they are derived from a substantial sample (N=278) and are visually and quantitatively evident in the location point data. However, confidence in interpretations regarding the nature or cause of these patterns is Low, due to the dataset's severe limitations: minimal corroboration, lack of instrumental data, and overwhelming reliance on a single public reporting database (NUFORC) which introduces unknown population and reporting biases. The low average witness count (1.0) and corroboration rate (7.6%) indicate these are overwhelmingly single-witness events, which precludes verification. Recommendations for further research are: 1) Cross-reference identified hotspots with FAA flight path data, military operating areas, and astronomical event logs to identify potential conventional explanations. 2) Initiate targeted data collection in identified cluster zones (e.g., Arizona, Pacific Northwest) using calibrated sensor systems to acquire physical data. 3) Conduct a comparative analysis of reporting patterns from different source databases to quantify and control for reporting bias.

References

UAP Tracker Sighting Database, Aggregated Sample: N=278 records, date range 2026-01-01 to 2026-03-10. National UFO Reporting Center (NUFORC) Public Data Stream. All-Domain Anomaly Resolution Office (AARO) Historical Record Report, 2023. Federal Aviation Administration (FAA) National Airspace System data. Coulthart, R. (2021). 'In Plain Sight: An investigation into UFOs and impossible science.' HarperCollins. NASA Unidentified Anomalous Phenomena Independent Study Team Report, 2023. Office of the Director of National Intelligence (ODNI). (2022). Preliminary Assessment: Unidentified Aerial Phenomena.
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