SlideShare a Scribd company logo
1 of 15
Mobile Individual Measurements of Air Quality




              State of Social Media Summit
            Trouw Amsterdam, 28 Oct 2010
http://www.youtube.com/watch?v=rDSk-sVP7hE
http://www.youtube.com/watch?v=rDSk-sVP7hE
What is MIMAQ
•   Real time air quality monitoring

•   Mobile (personal) sensors

•   Carried by volunteering participants

•   Visualization on maps and mobile Augmented Reality
Project
•   Dec. 2009: proof of concept during Copenhagen
    Climate Summit

•   Mar-Oct 2010: pilot in Leiden, The Netherlands

•   Supported by Digitale Pioniers, ministry OCW
Purpose
•   Create a real time air quality monitoring network.

•   Make the invisible environment visible.

•   Find out how hyper-local, personal measurements are
    perceived by the audience (volunteers).

    •   Evaluation currently in progress.

•   Increase involvement of civillians in this expert area.
How does it work
•   The City Senspod device measures pollution levels.

•   Data samples are transferred via Bluetooth.

•   Results are displayed...

    •   on Google Maps

    •   on mobile devices (Augmented Reality view)

    •
                               Internet
Measurements
•   Every second a sample is taken, including:

    •   GPS location

    •   Levels of NOx and CO

    •   Temperature, Relative humidity

    •   Noise level in dBA

•   We chose NOx as indicator for air quality, also for its
    correlation with PM10 and PM2.5 levels*
    * Source: ECN Petten
Map view
•   Example plot
    during morning
    rush hour

•   NOx levels
    (red = high)

•   Red track
    corresponds
    with traffic
    congestion
Augmented Reality view
•   Layar Augmented Reality browser (iPhone, Android).

•   NOx levels are rendered as “clouds” in the air.
Results
•   About a month worth of raw data, collected by five
    City Senspods.

•   Implemented map view and AR view.

•   Approx. 60 volunteers
    involved.

•   Preliminary calibration
    and interpretation, work
    in progress...
Limitations
•   Sensor calibration!

•   Influence of temperature,
    humidity and O3

•   GPS accuracy
    (no valid data acquisition
    without GPS fix)
Highlights
•   Feedback from volunteers and test users

    •   Wow this is impressive, “Is this for real?”

    •   Thought provoking and fun.

    •   Positive action, creates awareness, empowering.

    •   Excellent case for education.

•   Interest from public services (e.g. fire brigade).

•   Mixed reactions from established policy makers.
Conclusions
•   Pollution measurement can be done on a qualitative
    level with simple, low-cost components.

•   Potentially provide real-time and early-warning
    information.

•   MIMAQ enables individuals to participate in
    environmental monitoring and use the data to fuel the
    public debate.

•   Measurements can be used to enrich any geo data.
Thank you!
•   Johannes la Poutré

•   Email:   johannes@mimaq.org

•   Web:     http://mimaq.org

•   Twitter: @mimaq




                         MIMAQ is supported by Kennisland, Digitale Pioniers

More Related Content

Similar to Mimaq Mobile Air Quality Assessment

Quality of Experience in Smart Environments
Quality of Experience in Smart EnvironmentsQuality of Experience in Smart Environments
Quality of Experience in Smart EnvironmentsPedro Costa
 
Smart Emission - Citizens measuring Air Quality - Overview
Smart Emission - Citizens measuring Air Quality - OverviewSmart Emission - Citizens measuring Air Quality - Overview
Smart Emission - Citizens measuring Air Quality - OverviewJust van den Broecke
 
Urban IoT for Smart Cities: New Pathways to Business and Location Intelligenc...
Urban IoT for Smart Cities: New Pathways to Business and Location Intelligenc...Urban IoT for Smart Cities: New Pathways to Business and Location Intelligenc...
Urban IoT for Smart Cities: New Pathways to Business and Location Intelligenc...George Percivall
 
IoT Meets Geo
IoT Meets GeoIoT Meets Geo
IoT Meets GeoRaj Singh
 
Dublin dashboard launch
Dublin dashboard launchDublin dashboard launch
Dublin dashboard launchrobkitchin
 
A Landscape of Citizen Observatories in Europe - EuroGEOSS Poster
A Landscape of Citizen Observatories in Europe - EuroGEOSS PosterA Landscape of Citizen Observatories in Europe - EuroGEOSS Poster
A Landscape of Citizen Observatories in Europe - EuroGEOSS PosterMargaret Gold
 
2016.07.05 Talk @Ciência 2016, Lisbon
2016.07.05 Talk @Ciência 2016, Lisbon2016.07.05 Talk @Ciência 2016, Lisbon
2016.07.05 Talk @Ciência 2016, LisbonAna Aguiar
 
Sensor SDI in PDOK with Smart Emission Platform
Sensor SDI in PDOK with Smart Emission PlatformSensor SDI in PDOK with Smart Emission Platform
Sensor SDI in PDOK with Smart Emission PlatformJust van den Broecke
 
Warning - Real Time Global Air Quality Display: case study of digital art and...
Warning - Real Time Global Air Quality Display: case study of digital art and...Warning - Real Time Global Air Quality Display: case study of digital art and...
Warning - Real Time Global Air Quality Display: case study of digital art and...Rodrigo Medeiros
 
GA 2015 Digital Earth Workshop
GA 2015 Digital Earth WorkshopGA 2015 Digital Earth Workshop
GA 2015 Digital Earth WorkshopKarl Donert
 
The role of geospatial information in a hyper connected society
The role of geospatial information in a hyper connected societyThe role of geospatial information in a hyper connected society
The role of geospatial information in a hyper connected societyMaria Antonia Brovelli
 
The role of geospatial information in a hyper connected society
The role of geospatial information in a hyper connected societyThe role of geospatial information in a hyper connected society
The role of geospatial information in a hyper connected societyMaria Antonia Brovelli
 
Bringing together smart things and people to realize smarter environments sho...
Bringing together smart things and people to realize smarter environments sho...Bringing together smart things and people to realize smarter environments sho...
Bringing together smart things and people to realize smarter environments sho...Diego López-de-Ipiña González-de-Artaza
 
Citizen science, vgi, geo crowd sourcing, big geo data how they matter to th...
Citizen science, vgi, geo  crowd sourcing, big geo data how they matter to th...Citizen science, vgi, geo  crowd sourcing, big geo data how they matter to th...
Citizen science, vgi, geo crowd sourcing, big geo data how they matter to th...Maria Antonia Brovelli
 
air Pollution monitoring and control
air Pollution monitoring and controlair Pollution monitoring and control
air Pollution monitoring and controlRohit566499
 
Dance monitoring final
Dance monitoring finalDance monitoring final
Dance monitoring finalMatthew Dance
 
Danish groundwater mapping – geological information building and disseminatio...
Danish groundwater mapping – geological information building and disseminatio...Danish groundwater mapping – geological information building and disseminatio...
Danish groundwater mapping – geological information building and disseminatio...Geological Survey of Sweden
 

Similar to Mimaq Mobile Air Quality Assessment (20)

Quality of Experience in Smart Environments
Quality of Experience in Smart EnvironmentsQuality of Experience in Smart Environments
Quality of Experience in Smart Environments
 
Smart Emission - Citizens measuring Air Quality - Overview
Smart Emission - Citizens measuring Air Quality - OverviewSmart Emission - Citizens measuring Air Quality - Overview
Smart Emission - Citizens measuring Air Quality - Overview
 
Urban IoT for Smart Cities: New Pathways to Business and Location Intelligenc...
Urban IoT for Smart Cities: New Pathways to Business and Location Intelligenc...Urban IoT for Smart Cities: New Pathways to Business and Location Intelligenc...
Urban IoT for Smart Cities: New Pathways to Business and Location Intelligenc...
 
IoT Meets Geo
IoT Meets GeoIoT Meets Geo
IoT Meets Geo
 
Dublin dashboard launch
Dublin dashboard launchDublin dashboard launch
Dublin dashboard launch
 
A Landscape of Citizen Observatories in Europe - EuroGEOSS Poster
A Landscape of Citizen Observatories in Europe - EuroGEOSS PosterA Landscape of Citizen Observatories in Europe - EuroGEOSS Poster
A Landscape of Citizen Observatories in Europe - EuroGEOSS Poster
 
2016.07.05 Talk @Ciência 2016, Lisbon
2016.07.05 Talk @Ciência 2016, Lisbon2016.07.05 Talk @Ciência 2016, Lisbon
2016.07.05 Talk @Ciência 2016, Lisbon
 
Sensor SDI in PDOK with Smart Emission Platform
Sensor SDI in PDOK with Smart Emission PlatformSensor SDI in PDOK with Smart Emission Platform
Sensor SDI in PDOK with Smart Emission Platform
 
Warning - Real Time Global Air Quality Display: case study of digital art and...
Warning - Real Time Global Air Quality Display: case study of digital art and...Warning - Real Time Global Air Quality Display: case study of digital art and...
Warning - Real Time Global Air Quality Display: case study of digital art and...
 
GA 2015 Digital Earth Workshop
GA 2015 Digital Earth WorkshopGA 2015 Digital Earth Workshop
GA 2015 Digital Earth Workshop
 
Smart Environment
Smart EnvironmentSmart Environment
Smart Environment
 
The role of geospatial information in a hyper connected society
The role of geospatial information in a hyper connected societyThe role of geospatial information in a hyper connected society
The role of geospatial information in a hyper connected society
 
The role of geospatial information in a hyper connected society
The role of geospatial information in a hyper connected societyThe role of geospatial information in a hyper connected society
The role of geospatial information in a hyper connected society
 
Bringing together smart things and people to realize smarter environments sho...
Bringing together smart things and people to realize smarter environments sho...Bringing together smart things and people to realize smarter environments sho...
Bringing together smart things and people to realize smarter environments sho...
 
Iscope-final
 Iscope-final Iscope-final
Iscope-final
 
Citizen science, vgi, geo crowd sourcing, big geo data how they matter to th...
Citizen science, vgi, geo  crowd sourcing, big geo data how they matter to th...Citizen science, vgi, geo  crowd sourcing, big geo data how they matter to th...
Citizen science, vgi, geo crowd sourcing, big geo data how they matter to th...
 
air Pollution monitoring and control
air Pollution monitoring and controlair Pollution monitoring and control
air Pollution monitoring and control
 
iscope
iscopeiscope
iscope
 
Dance monitoring final
Dance monitoring finalDance monitoring final
Dance monitoring final
 
Danish groundwater mapping – geological information building and disseminatio...
Danish groundwater mapping – geological information building and disseminatio...Danish groundwater mapping – geological information building and disseminatio...
Danish groundwater mapping – geological information building and disseminatio...
 

Recently uploaded

Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Mattias Andersson
 
TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024Lonnie McRorey
 
Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Scott Keck-Warren
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr BaganFwdays
 
Unleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubUnleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubKalema Edgar
 
DevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenDevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenHervé Boutemy
 
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxMerck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxLoriGlavin3
 
"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii SoldatenkoFwdays
 
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024BookNet Canada
 
Commit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easyCommit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easyAlfredo García Lavilla
 
How to write a Business Continuity Plan
How to write a Business Continuity PlanHow to write a Business Continuity Plan
How to write a Business Continuity PlanDatabarracks
 
H2O.ai CEO/Founder: Sri Ambati Keynote at Wells Fargo Day
H2O.ai CEO/Founder: Sri Ambati Keynote at Wells Fargo DayH2O.ai CEO/Founder: Sri Ambati Keynote at Wells Fargo Day
H2O.ai CEO/Founder: Sri Ambati Keynote at Wells Fargo DaySri Ambati
 
Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!Manik S Magar
 
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks..."LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...Fwdays
 
DevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsDevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsSergiu Bodiu
 
Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Commit University
 
Search Engine Optimization SEO PDF for 2024.pdf
Search Engine Optimization SEO PDF for 2024.pdfSearch Engine Optimization SEO PDF for 2024.pdf
Search Engine Optimization SEO PDF for 2024.pdfRankYa
 
Scanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsScanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsRizwan Syed
 
Powerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time ClashPowerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time Clashcharlottematthew16
 

Recently uploaded (20)

Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?
 
TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024
 
Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024
 
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptxE-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan
 
Unleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubUnleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding Club
 
DevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenDevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache Maven
 
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxMerck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
 
"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko
 
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
 
Commit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easyCommit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easy
 
How to write a Business Continuity Plan
How to write a Business Continuity PlanHow to write a Business Continuity Plan
How to write a Business Continuity Plan
 
H2O.ai CEO/Founder: Sri Ambati Keynote at Wells Fargo Day
H2O.ai CEO/Founder: Sri Ambati Keynote at Wells Fargo DayH2O.ai CEO/Founder: Sri Ambati Keynote at Wells Fargo Day
H2O.ai CEO/Founder: Sri Ambati Keynote at Wells Fargo Day
 
Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!
 
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks..."LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
 
DevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsDevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platforms
 
Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!
 
Search Engine Optimization SEO PDF for 2024.pdf
Search Engine Optimization SEO PDF for 2024.pdfSearch Engine Optimization SEO PDF for 2024.pdf
Search Engine Optimization SEO PDF for 2024.pdf
 
Scanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsScanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL Certs
 
Powerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time ClashPowerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time Clash
 

Mimaq Mobile Air Quality Assessment

  • 1. Mobile Individual Measurements of Air Quality State of Social Media Summit Trouw Amsterdam, 28 Oct 2010
  • 4. What is MIMAQ • Real time air quality monitoring • Mobile (personal) sensors • Carried by volunteering participants • Visualization on maps and mobile Augmented Reality
  • 5. Project • Dec. 2009: proof of concept during Copenhagen Climate Summit • Mar-Oct 2010: pilot in Leiden, The Netherlands • Supported by Digitale Pioniers, ministry OCW
  • 6. Purpose • Create a real time air quality monitoring network. • Make the invisible environment visible. • Find out how hyper-local, personal measurements are perceived by the audience (volunteers). • Evaluation currently in progress. • Increase involvement of civillians in this expert area.
  • 7. How does it work • The City Senspod device measures pollution levels. • Data samples are transferred via Bluetooth. • Results are displayed... • on Google Maps • on mobile devices (Augmented Reality view) • Internet
  • 8. Measurements • Every second a sample is taken, including: • GPS location • Levels of NOx and CO • Temperature, Relative humidity • Noise level in dBA • We chose NOx as indicator for air quality, also for its correlation with PM10 and PM2.5 levels* * Source: ECN Petten
  • 9. Map view • Example plot during morning rush hour • NOx levels (red = high) • Red track corresponds with traffic congestion
  • 10. Augmented Reality view • Layar Augmented Reality browser (iPhone, Android). • NOx levels are rendered as “clouds” in the air.
  • 11. Results • About a month worth of raw data, collected by five City Senspods. • Implemented map view and AR view. • Approx. 60 volunteers involved. • Preliminary calibration and interpretation, work in progress...
  • 12. Limitations • Sensor calibration! • Influence of temperature, humidity and O3 • GPS accuracy (no valid data acquisition without GPS fix)
  • 13. Highlights • Feedback from volunteers and test users • Wow this is impressive, “Is this for real?” • Thought provoking and fun. • Positive action, creates awareness, empowering. • Excellent case for education. • Interest from public services (e.g. fire brigade). • Mixed reactions from established policy makers.
  • 14. Conclusions • Pollution measurement can be done on a qualitative level with simple, low-cost components. • Potentially provide real-time and early-warning information. • MIMAQ enables individuals to participate in environmental monitoring and use the data to fuel the public debate. • Measurements can be used to enrich any geo data.
  • 15. Thank you! • Johannes la Poutré • Email: johannes@mimaq.org • Web: http://mimaq.org • Twitter: @mimaq MIMAQ is supported by Kennisland, Digitale Pioniers

Editor's Notes