iclei: session a2 joining forces!...tech: ai using python & docker on gbdx & aws cloud...
TRANSCRIPT
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ICLEI: Session A2 Joining forces! Chris van Diemen 26 June 2019
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Overview Intro Who are we? What drives us?
Work How do we do it? From local to global Examples
Wrap up.
Time: ~10 minutes
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“Life is like a box
of chocolates...”
Tom Hanks,
Forrest Gump
(1994)
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“to any girl who feels,
there is some chance for
romance”
- Emma Stone,
La La Land (2016)
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Who is Chris?
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Who is Chris?
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The beginning The very best ideas are born out of frustration. - Richard Branson
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Every week 3 million people move to the city. (UN, 2015)
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Stedelijk groen neemt af
Amsterdam: 11% decline in 13 years
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Mission To revolutionize the way we value nature, bring transparency to local government, and regenerate our cities.
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The team!
URBAN
ECOLOGICAL
ENGINEERING
Nadine Galle
DATA
SCIENCE
Chris van Diemen
REMOTE
SENSING &
GEOMATICS
Jim Groot
SUSTAINABLE
DEVELOPMENT
GOALS
Anjelika Romeo-Hall
MACHINE
LEARNING AND
SENSORS
Florence van der Hoven
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How?
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High resolution Satellite imagery
Green City Watch Indicators
Photo: Hamza Javaid
The right solution
in the right location
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From Local Knowledge to a Global Standard
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Use Open Source Technology Invest in Stakeholder Engagement
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The Netherlands
California
Australia
Indonesia
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Example: Indonesia
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JAKARTA, INDONESIA
Bare ground detection for irrigation planning
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JAKARTA, INDONESIA
Bare ground detection for irrigation planning
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Data Input ±30 cm resolution 8-band WorldView-3 satellite imagery with global coverage
OpenStreetMap data Extension (mini pilot): Drone imagery
Algorithms & Cloud Stage: Feasibility tests done
Tech: AI using Python & Docker on GBDX & AWS cloud platforms, open
source, open access
Visualizations Stage: Initial Mockup
Tech: Open-source visualizations with R shiny & Javascript
nodejs/kepler.gl
Jakarta Monas park, Jakarta
Technology Solution
Monas park, Jakarta
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Implementation Activities
Kickoff
Development & Operation (feedback loop)
Dissemination
May 2020
Indicator Brainstorm: Engage government counterparts
Study: Review literature & scalabIlity measures
Indicator Prioritization: Govt discussions + scalability
Modelling: Execute and optimize AI algorithms
Evaluation: Verify with OSM, human eye & Drone data
Data understanding: Produce pilot visualizations
Final product: Code + Online, interactive app
Launch: May 2020, Event in Indonesia
User feedback: Govt + WB engagement for operations
Rapid Iterative
Prototyping 2-4 week cycles (i.e. CRISP-DM)
Jan 2020
Aug 2019
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CALIFORNIA
Enforcement
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Other examples
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THE NETHERLANDS
Green roof management effectiveness
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Green roof management effectiveness
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Green roof management effectiveness
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SYDNEY, AUSTRALIA
Biodiversity SDG 15.4, 15.5
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Biodiversity SDG 15.4, 15.5
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Building wildlife corridors on existing green spaces
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Spreading the word
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NOW: Local Governments for Sustainability! Let’s work together :D
Chris van Diemen. . . . . . . . [email protected]
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Chris van Diemen. . . . . . . . [email protected]
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“Feel that right there? You are in
the middle of the world man” Mahershala Ali,
Moonlight (2016)
Chris van Diemen. . . . . . . . [email protected]