AI system
- System
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UNEP IMEO Methane Alert and Response System (MARS): satellite plume detection and analysis with AI models, notification and satellite confirmation
- Model
-
Not assessed
- Release
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Not assessed
- Application developer
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UNEP International Methane Emissions Observatory (IMEO) - Role
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Not assessed
- Configuration
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Not assessed
- Inputs and outputs
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Not assessed
- Autonomy
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Not assessed
- Workflow
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Satellite detection of a persistent flare plume emitting since 2023. MARS alerts to operators with a newer facility able to take the diverted gas. UNEP confirmation through later satellite observation (as described for MARS cases generally).
- Human oversight
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Not assessed
- Relation to AI
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The trade press credits the mitigation to MARS alerts. Only UNEP's general page describes MARS as satellite-based with advanced AI models, so the AI contribution to this detection is not isolated. A single news item relaying the system operator documents the case. The named field operator declined to confirm closure of the specific source.
- AI contribution
-
The trade press credits the mitigation to MARS alerts. Only UNEP's general page describes MARS as satellite-based with advanced AI models, so the AI contribution to this detection is not isolated. A single news item relaying the system operator documents the case. The named field operator declined to confirm closure of the specific source.
Benefits
- Outcome identifiers
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Not assessed
- Benefit
-
the flare had released an estimated 1.7m tCO2e since 2023
- Category
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Reduced Carbon Emissions
- Status
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Not assessed
- Beneficiary groups
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People. Organizations. Society.
- Beneficiaries
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Not assessed
- Reach
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Not assessed
- Distribution and access
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Not assessed
- Duration
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Not assessed
- Expected?
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Yes
- Costs and harms
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Not assessed
Measurement
- Studies
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Not assessed
- Study design
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Not assessed
- Measurement
-
Not assessed
- Setting and sample
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Not assessed
- Measures
-
the flare had released an estimated 1.7m tCO2e since 2023
- Comparison
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the flare before gas was diverted
- Results
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Reference: an estimated 1.7m tCO2e since 2023. Result: operators diverted gas production to a newer facility.
- Additional value from AI
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Not assessed
- Limitations
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Not assessed
- Denominators
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Not assessed
- Materials for replication
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Not assessed
Money
- Kind of value
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Not assessed
- Amount
-
Not assessed
- Currency and prices
-
Not assessed
- Period and unit
-
Not assessed
- Realization
-
Not assessed
- Recipients and payers
-
Not assessed
- Gross or net
-
Not assessed
- Included costs
-
Not assessed
- Comparison
-
Not assessed
- Method
-
Not assessed
- Return and payback
-
Not assessed
People and places
- Participants
-
Developer:
UNEP International Methane Emissions Observatory (IMEO). Operator:
UNEP International Methane Emissions Observatory (notification); facility operators in Iraq (gas diversion); the article names Eni as operator of the Zubair field. - Jurisdictions
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Benefit: Zubair oil and gas field near Basra,
Iraq (location reported as apparent, not confirmed). Developer:
France. Operator:
France. - Ownership and control
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Not assessed
- Dependencies
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Not assessed
- Cross-border connections
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Not assessed
- Geopolitical implications
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Not assessed
Follow-up
- Conditions for replication
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Operator capacity and willingness to re-route gas rather than flare it. Satellite coverage to confirm cessation. Operator or government confirmation, absent here (Eni did not confirm the specific closure).
- Replication attempts
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3 follow-up entries. Benefit recurred: 3.
- Later findings
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Eni did not confirm closing the specific source and nothing dated after the 5 May 2026 article was found in the cited sources; the September 2026 UNEP snapshot lists no Iraqi source among its top 50.
- Availability
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Not assessed
- Institutional decision
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Not assessed
- Grounds
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Not assessed
- Action and result
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Not assessed
- Success criterion
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Not assessed
Evidence
- Source numbers
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AIBD-0344-source-0001–0004
- Citations
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Numbered references below.
- Language
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Not assessed
- Source relationships
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Independent, Developer
- Original evidence
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Not assessed
- Access and versions
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Not assessed
- Supported findings
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Not assessed
- Evidence links
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Not assessed
- Evidence strength
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Not assessed
- Missing evidence
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Not assessed
Grades
- Assessed benefits
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People. Organizations. Society.
- Depth
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People: Not assessed. Organizations: 1. Society: 2.
- Reasons
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People: No individual beneficiary is identified. Organizations: Operators are reported to have diverted gas to a newer facility. The operator did not confirm the specific closure, and no operational detail or cost is documented. Society: Reported as the largest source mitigated in 2026, after an estimated 1.7m tCO2e released since 2023. It is still one case among about 41 confirmed, and unconfirmed by the operator.
- Observed or intended
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Not assessed
- Rubric
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Not assessed
- Assessor and date
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Not assessed
- Alternative assessments
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Not assessed
- Fill
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Independently reported
Entry details
- Kind
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Not assessed
- Related entries
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Not assessed
- Field
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Climate change mitigation / methane emissions monitoring. Oil and gas production; intergovernmental observatory.
- Purpose
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Satellite-based detection and notification of large methane plumes so that operators mitigate them. This case was that purpose.
- Dates
-
Date basis unassessed: 2026 (precision unassessed). Updated: 22 October 2026.
- Stage
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Not assessed
- Version
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SHA-256: 5f1b2e0372d7…
References
- Other identifiers
-
Not assessed
- Category mappings
-
Not assessed
- Brief
-
Not assessed
- Revisions
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8 revisions. Latest: 22 October 2026.
Sources
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News report Independent author
Baker, S. (2026). UN satellite programme curbs more than 40 methane 'super-emitters' since 2023. The Chemical Engineer, 5 May 2026.
The largest source mitigated this year was a flare in Iraq, where operators diverted gas to a newer facility.
The flare had released an estimated 1.7m tCO2e since 2023.
The source appears to have been at a facility in the Zubair oil and gas field near Basra.
-
Press release Developer
UNEP (n.d.). Methane Alert and Response System (MARS). UNEP topics page.
Using data from more than 30 satellite instruments, coupled with scientific expertise and advanced AI models, IMEO notifies governments and companies of emissions
Collections: Security and threat-watching.