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Collaborative Open Access to Geospatial Analysis
Andrew Turner
Chief Technology Officer & Neogeographer

@ajturner
andrew@geoiq.com
Geospatial Analysis with
Hurricanes Katrina and Rita   Long Production Cycles
Crisis Reporting
Realtime emergent information
sources
Our Mission: On-demand      in the hands of everyone,
                            exploration and collaboration
realtime interactive maps
Collaboration




                flickr: chadcat
Access

Visualize

Analyze
Citizens


 Enterprise              Organizations




Developers               Media


              Research
a few GeoIQ features...
• Data upload                                • Stream updating
• Data Parsing                               • Mobile web interface
• Web Feeds                                  • Native mobile applications
• Dataset Aggregation                        • Drawing and annotation
• Geocoding                                  • Geographic Maps
• Geojoin                                    • User defined basemaps
• Data Permissions                           • Charts (Pie, Line, etc.)
• Group Management                           • REST and Javascript API Integration
• Data Cleanup                               • Facebook integration
• Metadata management                        • OGC Web Services
• Tagging                                    • PNG and PDF Map Export
• Data export                                • Multisite Catalog Federation
• Dataset caching                            • White Label Customization
• External Relational Database integration   • Featured Maps
• User Authentication                        • External Analysis Integration
• LDAP Integration                           • Stats and Tracking
• Thematic Visualization                     • Graceful Map Degradation
• Spatial, Tabular, Statistical Analysis
• User-defined analysis
                                              “GIS” in all but name
http://geocommons.com
1m+ geographic attributes
  100k+ unique datasets
      billions of features.
         4m+ downloads
     15m+ maps served




 http://geocommons.com
Collaborative Data
Possible Comparative Analysis Combinations?



                        = 499,999,500,000



                         well... close enough


           Collaborative Data
http://geocommons.com/maps/
Mapping Health   77282
http://geocommons.com/maps/
Mapping Traffic + Caffeine   82402
Mapping Zombie Outbreaks
Mapping Socially
An Open Stack




flickr: alfr3do
GeoiQ Social                  GeoiQ Explorer                                       GeoiQ Mobile




                 REST and Javascript API                                                                            Distributed Job Queues




                                                                                                  Map Rendering
   Streaming                                                                                                                    Spatial



                                                                     Search Index
                                                   Management




                                                                                     Management
                          Spatial Data



                                                   Spatial Data



                                                                      Geospatial
    Services




                                                                                                     Engine
                                                                                                                             Analysis




                                                                                        User
                             ETL




                                                                                                                   Tabular                       Custom
                                                                                                                             Workers
   Streaming
    Analysis
                                                                                                                                Image


Federated Data                                                                       Distributed
                           GeoiQ Connect                                                                               Hadoop             External Analysis
   Network                                                                           Object Store
                             PostgreSQL
                  MySQL




                                                         Mongo
                                          Oracle




                                                                  HBase




                                                                                                                                HDFS

OpenStreetMap




                                                                                                                  Open-Source Stack
jQuery'&''              ModestMaps))                                               Ac#onScript+
 Backbone.js'             &)Polymaps)                                               &+Appcelerator+

 GeoiQ Social                  GeoiQ Explorer                                        GeoiQ Mobile                      AMQP%
                                                                                                                       &%Redis%

WebSockets*      REST and Javascript API
                   Ruby%on%   Lucene&
                                                                                                   Mapnik'
                                                                                                                     Distributed Job Queues
 Socket.io*                   Rails%                                 &&Solr&
                                                                                                                              Ruby%&%




                                                                                                   Map Rendering
  Streaming                                                                                                                      Spatial



                                                                     Search Index
                                                   Management




                                                                                      Management
                          Spatial Data



                                                   Spatial Data                                                               OSGeo%


                                                                      Geospatial
 Node.js(&(
   Services




                                                                                                      Engine
                                                                                                                                Analysis




                                                                                         User
                             ETL




 MongoDB(                                                                                                           Tabular                      Custom
                                                                                                                                Workers
   Streaming                                   PostgreSQL+
    Analysis
                                                                                                                                  Image


Federated Data                                                                        Distributed
                           GeoiQ Connect                                                                                Hadoop            External Analysis
   Network                                                                            Object Store                      HBase&
                             PostgreSQL
                  MySQL




                                                         Mongo
                                          Oracle




                                                                  HBase




                                                                                                                                  HDFS

OpenStreetMap




                                                                                                                   Open-Source Stack
Open-Architecture
Open-Standards

•REST, GeoJSON
•OpenSearch-Geo
•GeoRSS, Atom, KML
•OAuth, LDAP
•OGC WFS, WMS, CSW


•Usable Interface
•Web Services
•Download button

                     flickr: dolinski
Open-Data

•OpenStreetMap
•TIGER/Line
•GeoNames
•World Bank
•UN
•IADB
•US Government
•100k+ open-source
 datasets


                     flickr: ajturner
GeoCommons GeoCoder
GeoCommons GeoCoder
issuemap.org
github.com/geoiq/issuemap
Modest maps
Open Visualization   Polymaps
Mapnik
  OpenStreetMap
  TileStache




developer.geoiq.com/tools/acetate/
labels


                                     points


                                     roads
  Mapnik
  OpenStreetMap
  TileStache

                                     areas


developer.geoiq.com/tools/acetate/
                                     terrain
Spatial Operations
Buffer, Intersect, Aggregation
Correlation, Prediction, Custom

Tools: geos, JTS, PostGIS
Spa$al&Aggrega$on:+Group+data+by+arbitrary+geographic+boundaries




                                 (Proprietary+and+confiden0al)
Spa$al&Correla$on:+Rela0onship+between+mul0ple+datasets+by+geography




                                   (Proprietary+and+confiden0al)
Spa$al&Buffer&and&Distance&Filter:+Radius+buffer+from+a+point,+line+or+polygon




                                       (Proprietary+and+confiden0al)
Intersec$on:+Overlap+between+two+polygonal+areas,+lines+or+points




                                Use&Cases:
                                • Locate+that+a+social+media+
                                  men0ons+happened+within+a+
                                  geoCfence
                                • Track+mobile+traffic+entering+
                                  a+zip+code




                                 (Proprietary+and+confiden0al)
User;Defined&Analysis:+Custom+equa0ons+via+intui0ve+wizard+interface




                                  (Proprietary+and+confiden0al)
Traceable&Analyses:+Analysis+and+Filter+versions+can+be+tracked+back
Realtime Social Media Indicators
http://geocommons.com/maps/51058
Deploy to the Edge
                     flickr: oddboy
Deploy to the Edges

 Web!
                             GeoIQ Cloud

        GeoCommons

                                           Intranet!


                                   Enterprise
                                   Databases
                       GeoIQ
                      Enterprise    Business
                                   Operations
Open-Source Deployment



                              App Servers


    Deployed as a
     Single VM




                                            Data Stores



       Workers   Data Store                               Clustered Cloud
                                                            Deployment
Make(a(map(in(GeoIQ(                                     Track(Field(Annota;ons((




            SelfCService(Mobile(App(Crea;on(in(Minutes(




Publish(to(mobile(   Layer(Control(   Filter((by(Loca;on(   Field(Annota;ons(   Real(;me(upda;ng(
Search and Rescue
Distributed Operations   https://vimeo.com/30435757
Citizens


 Enterprise              Organizations




Developers               Media


              Research
http://maps.worldbank.org
Development Aid
http://www.iadb.org/mapamericas
IADB MapAmericas
WWF Climascope
Climate Science
http://marine.tokelau.grida.no/
Expert & Citizen Sourced
            Science Data
Social Governance
Join the Community
http://geocommons.com
phone
Andrew Turner                             slideshare.net/ajturner
Chief Technology Officer & Neogeographer   github.com/geoiq
                                          github.com/geocommons
@ajturner
andrew@geoiq.com

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