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Measurement Strategies
May 9, 2016
Rio de Janeiro
#ResilientRio
• Personal interest
• Raising awareness
• Open data city policy
• Activism
• Gain knowledge
• Concerns
• For fun
Why measure?
Experience in Amsterdam
Topics & Scenarios
Amsterdam
Smart Citizen
project
Smart Citizen Kit
Reasons to join the project
Other
7%
Social experiment
18%
Technology
20%
Air polution
55%
Interview results prior to participation:
Biggest hurdles
Other
7%
Social experiment
18%
Technology
20%
Air polution
55%
CO/NO2
sensornetwerk
website
Lessons learned
• Sensitivity / Specificity
• Location
• Sample rate
• Open Hardware
• Affordability
• How to involve others
• Calibration
• Comparison
• Dependencies
• Think non-sensor too
• What other resources do we have?
• Data is story telling
Sensitivity / Specificity
Location
Sample rate
If you can’t open it…
Different ways to achieve the same goal
Instructables
PublicLab http://www.cs.cmu.edu/~zhuxj/astro/html/spectrometer.html
Affordable
K30 CO2 sensorGroove Air Quality Sensor
How can others help?
Calibration
https://en.wikipedia.org/wiki/Calibration_curve
Comparison
http://citydashboard.waag.org/
Dependencies
DHT11 - Temperature Humidity sensor
Think non-sensor
Similar projects?
http://datacanvas.org/sense-your-city/
What other resources do you have?
• Knowledge of citizens
• Official measuring institutes
• Historical data
Resource: WHO
http://www.who.int/topics/environmental_pollution/en/
Resource: SMAC
http://www.rio.rj.gov.br/web/smac#
Resource: crowd sensing
https://www.waag.org/nl/project/making-sense
• scistarter.com
Platforms
Data is story telling!
Be creative!
http://genomicgastronomy.com/work/2011-2/smog-tasting/
Do’s
• Sensitivity / Specificity: choose the right sensor
• Location: pick a stable environment
• Sample rate: measure often enough
• Open Hardware: make something hackable
• Affordability: enable others to join in
• How to involve others: enable others to join in
• Calibration: expose the sensor to extremes
• Comparison: compare with other sources
• Dependencies: measure secondary factors too
• Think non-sensor too: use the wisdom of the crowd
• Data is story telling: make data meaningful
Iterative hacking process
Waag Society - CC-BY-SA 3.0
These slides are
licensed under
CC - BY - SA 3.0

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Smart Citizens measurement strategies - Do's and Don'ts