Within Sensor Data
The release of infrared UAP clips by the U.S. Department of Defense's All-domain Anomaly Resolution Office (AARO) has given the public a rare look at official military imagery. However, these videos also illustrate a central lesson of serious UAP analysis: an unresolved clip is not necessarily evidence of an extraordinary object.
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Introduction
Within the broader UFO disclosure debate, AARO’s imagery archive is valuable precisely because it demonstrates the difference between detection and identification. Some videos remain unresolved not because investigators have concluded that they depict advanced technology, but because the available evidence is insufficient to support a confident conclusion either way. [DVIDS]dvidshub.netMiddle East ObjectThis video is a representative example of many of the cases AARO receives where there is limited data surrounding the o…
What infrared footage can and cannot show
Infrared sensors detect differences in thermal radiation rather than recording a conventional visual image. A bright spot may represent a warm object against a cooler background, while a dark feature may simply indicate a colder region relative to its surroundings. Unlike ordinary photography, infrared imagery often provides limited information about colour, texture, shape, and scale. [NASA Science]science.nasa.govNASA ScienceIndependent Study Team ReportAt present, analysis of UAP data is hampered by poor sensor calibration, the lack of multiple me…
This creates a recurring problem in UAP analysis. A viewer may see a small object apparently moving rapidly across the screen, but the video alone may not reveal:
- The object’s actual distance.
- Its physical size.
- Its true speed.
- Whether the camera itself is moving.
- Whether zoom levels or tracking modes changed during recording.
- Whether atmospheric effects altered the apparent image. [NASA Science]science.nasa.govNASA ScienceIndependent Study Team ReportAt present, analysis of UAP data is hampered by poor sensor calibration, the lack of multiple me…
NASA’s independent UAP study identified precisely these weaknesses as major obstacles to reliable analysis. The report concluded that many UAP cases suffer from missing sensor metadata, poor calibration information, lack of multiple measurements, and inadequate baseline data. Without those supporting measurements, dramatic interpretations can emerge from footage that is actually ambiguous. [NASA Science]science.nasa.govNASA ScienceIndependent Study Team ReportAt present, analysis of UAP data is hampered by poor sensor calibration, the lack of multiple me… [Space]space.comnasa ufo uap study team first results revealedNASA UFO report finds no evidence of 'extraterrestrial…14 Sept 2023 — "At present, analysis of UAP data is hampered by poor sensor cal…
AARO’s public archive repeatedly reflects this challenge. Several released clips are accompanied by explicit statements that the available information is limited and that additional data would be needed to reach a firm identification. [DVIDS]dvidshub.netUnresolved UAP Report: Middle East 2024The recording, captured in the Middle East in 2024, depicts an apparent thermal contrast within th… [U.S. Department of War]war.govDepartment of WarMultimedia | U.S. Department of War12 Jul 2022 — This video is a representative example of many of the cases AARO receiv…
Balloons, birds, aircraft, and display errors
One of the most important themes in AARO’s imagery releases is that unusual appearance does not automatically indicate unusual origin.
AARO has published examples in which initially unidentified objects were later assessed as birds after analysts compared morphology, movement patterns, and sensor signatures with other known cases. The office has stated that some imagery displays strong consistency with resolved bird observations despite appearing unusual in isolated clips. [AARO]aaro.milUAP ImageryAARO bases its assessment on the objects' strong morphological consistency with other resolved imagery featuring birds and…
The same principle applies to balloons. A distant balloon observed through a military infrared sensor can appear as a featureless sphere, especially when range information is unavailable. Wind drift, camera tracking behaviour, and changing viewing geometry may create impressions of deliberate manoeuvring that disappear once the full context is reconstructed. This possibility has been highlighted both by AARO’s own assessments and by independent investigations of released military footage. [bellingcat]bellingcat.comIsn't That A Balloon?Deflating a DoD UFO VideoOctober 24, 2023 — 24 Oct 2023 — A US military drone captured video of a metallic, spherical orb flying over the…
Aircraft can present similar difficulties. Infrared systems may emphasise exhaust plumes, hot structural surfaces, or atmospheric distortions. Depending on viewing angle and sensor mode, a conventional aircraft may look radically different from its appearance in visible light. In some cases, apparent changes in shape or orientation can arise from sensor processing, glare effects, tracking algorithms, or display characteristics rather than physical transformations of the object itself. [NASA Science]science.nasa.govNASA ScienceIndependent Study Team ReportAt present, analysis of UAP data is hampered by poor sensor calibration, the lack of multiple me…
The broader statistical picture reinforces this caution. AARO has reported resolving hundreds of cases as ordinary objects, including balloons, birds, drones, satellites, and aircraft. The fact that many initially puzzling observations ultimately receive conventional explanations means that unresolved infrared clips must be evaluated against a large background of known misidentifications. [U.S. Department of War+2U.S. Department of War]
The Middle East examples
Several of AARO’s most discussed releases involve infrared recordings from military platforms operating in the Middle East.
AARO has described one released video as representative of a large category of reports where surrounding data are limited. The office specifically noted that such cases remain in its archive pending the discovery of additional information that could support resolution. In other words, the unresolved status reflects an evidential gap rather than a conclusion about the object’s nature. [DVIDS]dvidshub.netUnresolved UAP Report: Middle East 2024The recording, captured in the Middle East in 2024, depicts an apparent thermal contrast within th…
A later Middle East infrared case released by AARO in 2025 similarly described an apparent thermal contrast in the sensor’s field of view. The office noted that the feature displayed characteristics potentially consistent with a physical object but stopped short of claiming identification. The available public material does not provide enough information to determine exactly what generated the signature. [DVIDS]dvidshub.netUnresolved UAP Report: Middle East 2024The recording, captured in the Middle East in 2024, depicts an apparent thermal contrast within th…
These examples are significant because they demonstrate how official investigators often frame uncertainty. The question is not whether an object appears unusual on screen. The question is whether the accompanying data are sufficient to eliminate ordinary explanations.
Why insufficient data is still a finding
A common misunderstanding in public discussions is that an unresolved case represents evidence in favour of an extraordinary explanation. AARO’s archive suggests a different interpretation.
In scientific and intelligence analysis, “unresolved” is a descriptive category. It means investigators lack enough reliable information to identify the object with confidence. It does not mean the object displayed impossible capabilities, nor does it imply extraterrestrial origin. [DVIDS]dvidshub.netUnresolved UAP Report: Middle East 2024The recording, captured in the Middle East in 2024, depicts an apparent thermal contrast within th…
This distinction matters because uncertainty itself provides information about evidence quality. An unresolved infrared clip may reveal:
- Missing sensor metadata. [science.nasa.gov]science.nasa.govNASA ScienceIndependent Study Team ReportAt present, analysis of UAP data is hampered by poor sensor calibration, the lack of multiple me…
- Insufficient recording duration.
- Lack of corroborating radar data.
- Uncertain viewing geometry.
- Incomplete chain-of-custody information.
- Inability to estimate range or speed accurately. [NASA Science]science.nasa.govNASA ScienceIndependent Study Team ReportAt present, analysis of UAP data is hampered by poor sensor calibration, the lack of multiple me… [Sky & Telescope]skyandtelescope.orgnasa finds no evidence ufos are extraterrestrial promises further studyFirst, UAP reports are typically single sightings and lack multiple measurements. Those individual reports also often lack sensor metadat…
For analysts concerned with sensor standards, identifying these limitations is a useful outcome. It helps establish what kinds of measurements are required before stronger claims can be justified. NASA’s UAP study reached a similar conclusion, arguing that future investigations need calibrated instruments, multiple sensor types, preserved metadata, and systematic data collection rather than reliance on isolated clips. [NASA Science]science.nasa.govNASA ScienceIndependent Study Team ReportAt present, analysis of UAP data is hampered by poor sensor calibration, the lack of multiple me… [Space]space.comWe do have some very anomalous objects," he said.Read morePentagon UFO chief tells Senate 'very anomalous objects'…19 Nov 2024 — Kosloski noted that his office does not believe that every UAP…
What the AARO archive reveals about evidence standards
The most important lesson from AARO’s infrared releases is not that mysterious objects are routinely appearing in military footage. Rather, it is that modern sensors can generate observations that are difficult to interpret when critical contextual data are missing.
The archive demonstrates three recurring realities. First, infrared imagery alone often cannot establish identity. Second, many apparently unusual observations eventually prove compatible with ordinary objects such as birds, balloons, aircraft, drones, or satellites. Third, some cases remain unresolved simply because the available data do not support a reliable conclusion. [AARO]aaro.milAARO HomeThe official website for the All-domain Anomaly Resolution Office (AARO)… We will follow the science wherever it leads. Quick… [U.S. Department of War]war.govdod examining unidentified anomalous phenomenaDepartment of WarDOD Examining Unidentified Anomalous Phenomena14 Nov 2024 —… in previous annual UAP reports. "AARO has successfully r…
For the broader disclosure movement, this is a reminder that transparency and evidence quality are separate issues. Releasing a video increases public access to information, but it does not automatically increase explanatory power. From the perspective of serious UAP investigation, the decisive factor is not whether a clip exists. It is whether the accompanying sensor data are strong enough to distinguish a genuine anomaly from the many ways ordinary objects can appear extraordinary when viewed through a complex infrared system. [NASA Science]science.nasa.govNASA ScienceIndependent Study Team ReportAt present, analysis of UAP data is hampered by poor sensor calibration, the lack of multiple me… [DVIDS]dvidshub.netUnresolved UAP Report: Middle East 2024The recording, captured in the Middle East in 2024, depicts an apparent thermal contrast within th…
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Endnotes
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Source: aaro.mil
Link: https://www.aaro.mil/UAP-Cases/Official-UAP-Imagery/Source snippet
UAP ImageryAARO bases its assessment on the objects' strong morphological consistency with other resolved imagery featuring birds and...
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Source: science.nasa.gov
Link: https://science.nasa.gov/wp-content/uploads/2023/09/uap-independent-study-team-final-report.pdfSource snippet
NASA ScienceIndependent Study Team ReportAt present, analysis of UAP data is hampered by poor sensor calibration, the lack of multiple me...
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Source: dvidshub.net
Link: https://www.dvidshub.net/video/880273/middle-east-objectSource snippet
Middle East ObjectThis video is a representative example of many of the cases AARO receives where there is limited data surrounding the o...
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Source: war.gov
Link: https://www.war.gov/Multimedia/videoid/880273/Source snippet
Department of WarMultimedia | U.S. Department of War12 Jul 2022 — This video is a representative example of many of the cases AARO receiv...
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Source: space.com
Title: nasa ufo uap study team first results revealed
Link: https://www.space.com/nasa-ufo-uap-study-team-first-results-revealedSource snippet
NASA UFO report finds no evidence of 'extraterrestrial...14 Sept 2023 — "At present, analysis of UAP data is hampered by poor sensor cal...
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Source: dvidshub.net
Link: https://www.dvidshub.net/video/962722/unresolved-uap-report-middle-east-2024Source snippet
Unresolved UAP Report: Middle East 2024The recording, captured in the Middle East in 2024, depicts an apparent thermal contrast within th...
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Source: bellingcat.com
Title: Isn’t That A Balloon?
Link: https://www.bellingcat.com/news/2023/10/24/isnt-that-a-balloon-deflating-a-dod-ufo-video/Source snippet
Deflating a DoD UFO VideoOctober 24, 2023 — 24 Oct 2023 — A US military drone captured video of a metallic, spherical orb flying over the...
Published: October 24, 2023
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Source: war.gov
Title: dod examining unidentified anomalous phenomena
Link: https://www.war.gov/News/News-Stories/Article/article/3965403/dod-examining-unidentified-anomalous-phenomena/Source snippet
Department of WarDOD Examining Unidentified Anomalous Phenomena14 Nov 2024 —... in previous annual UAP reports. "AARO has successfully r...
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Source: war.gov
Title: dr jon kosloski director aaro [media]({{ ‘media/’ | relative_url }}) roundtable on the fy24 consolidated annual
Link: https://www.war.gov/News/Transcripts/Transcript/Article/3965734/dr-jon-kosloski-director-aaro-media-roundtable-on-the-fy24-consolidated-annual/Source snippet
Department of WarDr. Jon Kosloski, Director, AARO, Media Roundtable on the...14 Nov 2024 — AARO has successfully resolved hundreds of ca...
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Source: aaro.mil
Link: https://www.aaro.mil/Source snippet
AARO HomeThe official website for the All-domain Anomaly Resolution Office (AARO)... We will follow the science wherever it leads. Quick...
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Source: space.com
Title: “We do have some very anomalous objects,” he said.Read more
Link: https://www.space.com/space-exploration/search-for-life/pentagon-ufo-chief-tells-senate-very-anomalous-objects-need-careful-study-videoSource snippet
Pentagon UFO chief tells Senate 'very anomalous objects'...19 Nov 2024 — Kosloski noted that his office does not believe that every UAP...
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Source: media.defense.gov
Title: DOPSR 2024 0263 AARO HISTORICAL RECORD REPORT VOLUME 1 2024
Link: https://media.defense.gov/2024/Mar/08/2003409233/-1/-1/0/DOPSR-2024-0263-AARO-HISTORICAL-RECORD-REPORT-VOLUME-1-2024.PDFSource snippet
Historical Record Report Volume 18 Mar 2024 — SECTION I: Introduction. This report represents Volume I of the All-domain Anomaly Resoluti...
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Source: science.nasa.gov
Link: https://science.nasa.gov/uap/Source snippet
nasa.govUAP9 Jun 2022 — We commissioned a study team to examine from a scientific perspective unidentified anomalous phenomena (UAPs) – t...
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Source: nature.com
Link: https://www.nature.com/articles/s41599-023-01746-3Source snippet
Faculty perceptions of unidentified aerial phenomenaby ME Yingling · 2023 · Cited by 20 — In addition to “sensor limitations”, one constr...
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Source: skyandtelescope.org
Title: nasa finds no evidence ufos are extraterrestrial promises further study
Link: https://skyandtelescope.org/astronomy-news/nasa-finds-no-evidence-ufos-are-extraterrestrial-promises-further-study/Source snippet
First, UAP reports are typically single sightings and lack multiple measurements. Those individual reports also often lack sensor metadat...
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Source: dvidshub.net
Link: https://www.dvidshub.net/video/977839/pr-008-unresolved-uap-report-europe-2022Source snippet
PR-008, Unresolved UAP Report, Europe 2022The United States European Command submitted a report of an unidentified anomalous phenomenon t...
Additional References
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Source: reddit.com
Link: https://www.reddit.com/r/UFOs/comments/1l288kz/new_us_platform_films_a_ufo_in_the_middle_east/Source snippet
(New) U.S. platform films a UFO in the Middle East.AARO claims this is most likely a balloon but doesn't share any data from the video. T...
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Source: reddit.com
Link: https://www.reddit.com/r/UFOs/comments/1mkuvbq/aaro_releases_two_new_unresolved_videos_of/Source snippet
AARO Releases Two New Unresolved Videos of Spherical...One of them was classified as identified (birds), while the other two remain unex...
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Source: reddit.com
Link: https://www.reddit.com/r/nasa/comments/16ij1ym/nasa_has_released_the_unidentified_anomalous/Source snippet
NASA has released the Unidentified Anomalous...DOD and NASA now both say there are objects in the air that they can't identify. This UAP...
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Source: evidence-standards.vercel.app
Link: https://evidence-standards.vercel.app/Source snippet
UAP Caucus: Evidence StandardsVideo evidence is one of the most widely cited forms of UAP documentation, yet it is also prone to misinter...
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Source: rev.com
Link: https://www.rev.com/transcripts/senate-hearing-on-unidentified-aerial-phenomenaSource snippet
UAP UFO Senate Hearing Unidentified Aerial PhenomenaYou'll see that many reports resolve to commonplace objects like birds, balloons, and...
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Source: arxiv.org
Link: https://arxiv.org/pdf/2403.15368Source snippet
Closing the Information Gap in Unidentified Anomalous...by GR Stahlman · 2024 · Cited by 8 — As emphasized by NASA [6], UAP-related data...
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Source: youtube.com
Link: https://www.youtube.com/watch?v=TQcqOW39kskSource snippet
Unidentified Anomalous Phenomena Independent Study ReportNASA commissioned an independent study team to examine unidentified anomalous ph...
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Source: instagram.com
Link: https://www.instagram.com/reel/DYH3DcklZ0T/?hl=en-gbSource snippet
military thermal sensor over the Middle East. Object shows heat signature but no clear shape or origin. #UAP...
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Source: defensescoop.com
Title: uap aaro chief unveils pentagon annual caseload analysis new efforts
Link: https://defensescoop.com/2024/11/14/uap-aaro-chief-unveils-pentagon-annual-caseload-analysis-new-efforts/Source snippet
'The truly anomalous': New AARO chief unveils Pentagon's...14 Nov 2024 — “AARO has successfully resolved hundreds of cases in its holdin...
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Source: Wikipedia
Title: NASA Unidentified Anomalous Phenomena Independent Study Team
Link: https://en.wikipedia.org/wiki/NASA_Unidentified_Anomalous_Phenomena_Independent_Study_TeamSource snippet
NASA Unidentified Anomalous Phenomena Independent...UAPs are defined as phenomena or observations of events in the air, sea, space, a...
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