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More Than Dots on a Map:
Distributed Real-time Geoprocessing with GeoTrellis




 Robert Cheetham
 cheetham@azavea.com
     @azavea
     @rcheetham
Land

Water

People
Simulation

Modeling

Forecasting
A Story
Ian McHarg
+        +        +

x5           x1       x3       x2




     =




                       Overlays
Dana Tomlin
Idrisi
advanced
spatial analysis
  on the web
advanced
spatial analysis
  on the web
Web Mapping
Web Mapping
Desktop GIS
Performance

Scalability
+
Big Data – Cities




              Big Data – Digital City
Big Data - Science
Big Data – Social Media
Raster file I/O

Distributed Processing



                   Targets
R&D
R&D
GPUs
R&D
−   High performance
−   Simple concurrency / distribution
−   Near real-time response
−   Elastic
−   Resilient
−   Compose models (op chaining)
−   Play well with others



                      Objectives
− New raster file (ARG)
− Raster functions
    − Local
    − Neighborhood (simple)
    − Zonal
−   Integer and float support
−   Some vector
−   Tiling (large rasters)
−   Fast performance
−   Benchmarking suite

                   What’s done
Business Siting
Business Siting
Simulation Modeling
Stormwater Game
Digital Humanities
Crime Analysis and Forecasting
Counting Carbon
Regional/State:     84 ms

National:           84 ms

Large Country     115 ms

Continental       271 ms

Planet          1.2 – 2.0 s
− Extended neighborhoods
  − Euclidean distance
  − Cost distance
  − Viewshed
− More vector functions
− Routing and travelshed
− Integration libraries




            What’s not done
+
−   0.6 April 2012
−   0.7 Sept 2012
−   0.8 Feb 2013
−   0.9 Spring/Summer 2013
    −   Caching
    −   Interpolation
    −   Euclidean Distance
    −   Cost Distance
    −   Raster-to-Vector
    −   PostGIS integration
    −   GeoServer integration
    −   Javascript client
    −   More, better docs       Roadmap
    −   Pyramidding
IRC: #geotrellis on freenode

geotrellis-user@googlegroups.com

      GeoTrellis.github.com

                  Get Involved
I am very excited
advanced
spatial analysis
  on the web
advanced
spatial analysis
  on the web
[vote early and often]



        FOSS4G-NA 2013
Good Book
4:00 pm
[is hiring]
http://azavea.com/jobs

cheetham@azavea.com
  Twitter: @rcheetham

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