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

Transcript of Air Quality Data Commons - University of California, Davis...AQDC Features •Open access data...

Page 1: Air Quality Data Commons - University of California, Davis...AQDC Features •Open access data repository, open source software •Cloud-native platform to store, analyze & collaborate

Air Quality Data Commons

Abhijit RS, Environmental Defense Fund

Air Sensors International Conference

14 Sep 2018

Page 2: Air Quality Data Commons - University of California, Davis...AQDC Features •Open access data repository, open source software •Cloud-native platform to store, analyze & collaborate

Current Situation

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Data Issues

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Opportunity

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Air Sensor Workgroup

https://www.edf.org/asw

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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)

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Abhijit [email protected]

Thank You