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Code for America Local Government track, Esri Developer Summit. Recent Azavea projects for local government applications.
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10% Research ProgramPro Bono ProgramTime-to-Give-Back ProgramEmployee-focused Culture Projects with Social Value
Who is Azavea?
25 people- software engineers- spatial analysts- project managers
Spatial Analysis
High Performance Geoprocessing
User Experience
R&D
Why am I here?
PhillyHistory.org
Our story starts in the City Archives, where the collections present challenges…
The first of which was
ORGANIZATION. With images stored in boxes based on the city unit they
represented (Streets, Schools, etc.), finding any particular image was a significant
challenge.
The second was PRESERVATION. The oldest negatives are combustible, and newer ones are prone
to warping.
The third was ACCESS. To access an image, a visitor would have to go to the archives and have a valid research reason for entrance. Approximately 100 people per year
did this.
Certain images and/or photos on this page are the copyrighted property of 123RF Limited, its Contributors or Licensed Partners and are being used with permission under license. These images and/or photos may not be copied or downloaded without permission from 123RF Limited
The last was FUNDING. Addressing these challenges was unlikely to be an inexpensive endeavor.
Images that tell the story of a city
Digitization
Public Website
E-Commerce
Location
PhillyTreeMap
Stormwater Billing
Source: U.S. Environmental Protection Agency, Washington, D.C. "Protecting Water Quality from Urban Runoff."
Schuylkill River
Regular Flow
Schuylkill River
Flood of June 2006
Usage Runoff
Stormwater Modeling Game
Stormwater Modeling Game
Stormwater Modeling Game
Small Business Siting Tools
Tax Incentives Commercial Corridor
Health Public Transit Car Share Open Space Farmers’ Markets Street Network Density Recycling Participation Walkability
Siting Decision Factors
Not a new idea… Ian McHarg
Not a new idea … Map Algebra
Desktop GIS
x 5 x 2x 3x 1
+ ++
=
Generate Output Heat Map
The Web is different from the Desktop Lots of simultaneous
users
Stateless environment
HTML+JS+CSS
Users are less skilled
Users are less patient
ArcGIS Server Flex, Silverlight and JS
API’s
Publish tasks and models
Caching
Optimized MSD files
But wait … there’s a problem 10 – 60 second calculation time
Multiple simultaneous users …
… that are impatient
Sustainable Business Network
Distributed Geoprocessing
Success!!
Reduced from 10-60 seconds to
<500 milliseconds
Walkshed.org
Walkshed.org
OMB Watch: Federal Spending Equity
GPU Processing Research
GPUs
GPU geoprocessing research
Crime Data Mining
Animation
Crime Analysis, Early Warning and Forecasting
Risk Forecasting
Communities
Berlin
Berlin
Amsterdam
Madrid
Baghdad
Pretoria
Kinshasa
Build Communities
Learn about OSM & hold a map party
Share data and apps on ArcGIS Online
Host a Hack-a-thon, DataCamp, etc.
Apply for Code for America
Lobby your local government for open data policies
Many Thanks!© Photo used with permission from Alphafish, via Flickr.com