Environmental justice / air qualityenvironmental justice and air quality advocacyParticipation documented
Community-Empowered Air Quality Monitoring System
Pittsburgh, United States
The system was developed with a pollution-affected community to gather evidence, support advocacy, and rebalance power between residents and regulators.
data justiceenvironmental justicecitizen scienceproblem formulationdata collectionsystem designdeploymentevaluationgovernance
- Region
- North America
- Lead organization
- Carnegie Mellon University Robotics Institute / CREATE Lab
- Organization type
- university / research lab
- Technology group
- computer vision + sensing + predictive analytics
- Activity status
- published_case
- Start year
- 2017
- Last updated
- Mar 25, 2026
- Participation mode
- community collaboration + citizen sensing + data integration
- Participants
- Residents; community advocates; researchers; regulators
- Methods
- co-design; citizen sensing; crowdsourced reporting; data sharing; evaluation
- AI lifecycle stages
- problem formulation; data collection; system design; deployment; evaluation; governance
- Evidence summary
- The system was developed with a pollution-affected community to gather evidence, support advocacy, and rebalance power between residents and regulators.
- Atlas assessment
- Core · High confidence · evidence grade A
- Uncertainty
- Public evidence indicates that stakeholders directly shaped AI design, data, deployment, evaluation, or oversight; residual uncertainty concerns the exact degree of shared decision power rather than project existence.
- Participation group
- Co Production
- Technology description
- computer vision + sensing + predictive analytics
- Funding
- Not documented
- Region of activity
- local
- Verification status
- Live Verified
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