Air Quality Data Commons - University of California, Davis...AQDC Features •Open access data...
Transcript of Air Quality Data Commons - University of California, Davis...AQDC Features •Open access data...
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Air Quality Data Commons
Abhijit RS, Environmental Defense Fund
Air Sensors International Conference
14 Sep 2018
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Current Situation
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Data Issues
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Opportunity
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Air Quality Data Commons (AQDC)
https://aqdatacommons.org
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Air Quality Data Commons (AQDC)
Centralized platform for AQ data storage
Standardized data structure
Compute infrastructure for data analysis
Open access data, open source software
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Air Quality Data Commons
Data Sources
• Low- & medium-cost AQ sensors
• Stationary and mobile
• Global geographic scope
• Integration of regulatory data (forthcoming)
Data Users
• Air Quality specialists & enthusiasts
• Researchers
• Academics
• Sensor Manufacturers
• Government Agencies
• Citizen Scientists
• Open source software contributors
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Air Quality Data Commons (AQDC)
AQDC Data Pipeline
Upload your data AQDC processes your data Visualize your data
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AQDC Application Architecture
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AQDC Features
• Open access data repository, open source software
• Cloud-native platform to store, analyze & collaborate on air quality data
• Data standardization
• Date & timestamp guidelines
• *Standardized Input Data Layer (SIDL)
• API and Browser-based access
• *Data quality – Rules Engine
• *Reject Data Store
• *Metadata repository
– Sensor data sheets
• Visualization - out of the box & self-serve
• *Data exploration & analysis tools
• Widgets for frequently performed analyses (forthcoming)