building best practices for an air quality sensor network · portland’s 20 minute neighborhoods....
TRANSCRIPT
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Building Best Practices for an Air Quality Sensor Network
Christine Kendrick, PhD City of Portland
Air Sensors International Conference
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Why air quality sensors?
• Respond to community concerns
• Could sensors be used to:
• Perform before and after assessments?
• Compare neighborhoods?
Portland’s 20 Minute Neighborhoods
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City of Portland’s Approach
• Technical and sustainability considerations:
• Sensor limitations
• Electronics waste minimization
• Co-located study design
• Sensor review
• Multi-Vendor Sensor Deployment
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Co-Located Deployments
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What would success look like…
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Apis & Oregon DEQ Co-Location
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SenSevere & Oregon DEQ Co-Location
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R2 range 0.15-0.31
Roadside Apis Deployment
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R2 range 0.89-0.96
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Sensor Integration…
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Lesson learning
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Need to overestimate costs of maintenance
Increase FTE for data analysis, integration, maintenance scheduling
Methods to evaluate local effects when you have limited reference data
Integration across sensor devices
Integration across sensor deployments
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Philip Orlando, Graduate ResearcherLinda A. George, Professor Environmental Science and Management
Collaboration Across Projects is Key
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Best Practices So Far
• Consider sustainability of sensors themselves
• Plan for maintenance and management costs
• Re-visit your original question often to identify what type of data you need to take action
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Questions?
www.smartcitypdx.com
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