Geospatial Big Data. Greg Scott Inter-Regional Advisor Global Geospatial Information Management United Nations Statistics Division. ggim.un.
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1 Geospatial Big Data Greg Scott Inter-Regional Advisor Global Geospatial Information Management United Nations Statistics Division Positioning geospatial information to address global challenges ggim.un.org
2 UN-GGIM: A global geospatial initiative Formal inter-governmental UN Committee of Experts to: Discuss, enhance and coordinate Global Geospatial Information Management activities by involving Member States at the highest level. Reports to ECOSOC Make joint decisions and set directions on the use of geospatial information within national and global policy frameworks Work with Governments to improve policy, institutional arrangements, and legal frameworks Address global issues and contribute collective knowledge as a community with shared interests and concerns Develop effective strategies to build geospatial capacity in developing countries Positioning geospatial information to address global challenges ggim.un.org
3 You cannot measure, monitor and manage sustainable development without geography, place and location Positioning geospatial information to address global challenges ggim.un.org
4 Big Data Data whose scale, diversity, and complexity require new architecture, techniques, algorithms, and analytics to manage it and extract value and hidden knowledge from it Positioning geospatial information to address global challenges ggim.un.org
5 Positioning geospatial information to address global challenges ggim.un.org
6 Positioning geospatial information to address global challenges ggim.un.org
7 Positioning geospatial information to address global challenges ggim.un.org
8 Geospatial Big Data A World of Real-time Streaming Data 7,000 Billion Sensors by 2020! Location!! Positioning geospatial information to address global challenges ggim.un.org
9 Positioning geospatial information to address global challenges ggim.un.org
10 Ordnance Survey (OS) MasterMap Database 460 million features Over 10,000 changes are made per day Positioning geospatial information to address global challenges ggim.un.org
11 October 2004 Slide 11 Restrict ed - Strategy
12 May 2012 Slide 12 Restrict ed - Strategy
13 NOAA Integrated Ocean Observing System: 2500 online Sensors (OGC SOS), millions of observations OGC 2014 Open Geospatial Consortium
14 Example: EarthServer OGC 2014 Open Geospatial Consortium Baumann, 2013
15 The World Takes Shape with Global Daily Acquisitions 1 Aug Jan 2014 Digital Globe captures 3.2 million square km of imagery a day and delivers it to the customer hours after collection DigitalGlobe Proprietary and Business Confidential 15
16 Creating 3D Models San Beijing, Francisco, China USA Financial Birds Nest District Saab Proprietary and Company Confidential MCIA Presentation Oct 14, 2014 UNCLASSIFIED DigitalGlobe Proprietary and Business Confidential 16
17 DigitalGlobe Proprietary and Business Confidential
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20 Satellite Images: Not just photos The Landsat Data Cube Locate 2014
21 Satellite Images: Not just photos The Landsat Data Cube Locate 2014
22 Cubing Landsat images The Landsat Data Cube Locate 2014
23 Application National Flood Risk Information Portal Water Observations from Space - GA The Landsat Data Cube Locate 2014
24 Continental Scale NFRIP results NFRIP water detection 15 Years of data from LS5 & LS7( ) 25m Nominal Pixel Resolution Approx. 133,000 individual source ARG- 25 scenes in approx. 12,400 passes Entire archive of 1,312,087 ARG25 tiles => 21x10 12 pixels visited 3 hrs at NCI (elapsed time) to compute. The Landsat Data Cube Locate 2014
25 GlobeLand30 - Statistics Statistics of 2010 Global land cover types 2010 年全球地表覆盖类型统计 Europe Asia North America Africa Oceania South America
26 GlobeLand30 - Statistics Global land water body distribution 全球陆表水体的空间格局
27 GlobeLand30 - Statistics Global land water body distribution 全球陆表水体的空间格局 8.59% Europe 7.40% Asia 41.62% 33.80% North America Africa LEGEND The ratio of water area 1.31% Oceania 7.28% South America
28 GlobeLand30 - Statistics The incremental ratio of the global built-up areas from 2000 to 年 2010 年全球城乡建设用地面积增量占比 10.00% Europe 15.00% Asia 26.03% 43.44% North America Africa LEGEND Incremental ratio 2.00% Oceania 4.00% South America
29 HERE Platform Delivers Dynamic Digital Maps Real World Index HERE Enterprise CDMPS Rohan Fernando 30 Sep
30 HERE Global Digital Mapping Capabilities 196 COUNTRIES WITH MAPS 1B+ TRAFFIC PROBES A DAY 33 COUNTRIES WITH REAL- TIME TRAFFIC 395 FIELD CARS DRIVING THE ROADS 370 CITIES WITH NATURAL GUIDANCE 80K FLOOR BY FLOOR VENUE MAPS 75M PLACES OF INTEREST 470M WIFI POSITIONS HERE Enterprise CDMPS Rohan Fernando 30 Sep 2014 rohan.fernando@here.com
31 Street Level Imagery + LiDAR = Spatially Accurate 3D Capturing high resolution street level imagery. Capturing full 3D street level LiDAR. Fusing imagery with LiDAR for spatially accurate 3D representations HERE Enterprise CDMPS Rohan Fernando 30 Sep 2014 rohan.fernando@here.com
32 HERE - Capturing Anonymous Cell and WiFi Locations for accurate Positional API Reference IMPORTANT Note: HERE, a Nokia Company, regards protection of information privacy as being of paramount importance. HERE does not intercept or record any digital data communications messages whatsoever. The only information used is the radio transmitter identity such as Global Positioning System Satellite identifier, Cell Tower Identifier Number and WiFi Transmitter Service Set Identifier. HERE Enterprise CDMPS Rohan Fernando 30 Sep 2014 rohan.fernando@here.com
33 HERE - Global Traffic in Real-Time 33 HERE Enterprise CDMPS Rohan Fernando 30 Sep 2014 rohan.fernando@here.com
34 Positioning geospatial information to address global challenges ggim.un.org
Foundation Geospatial Information to serve National and Global Priorities
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