Big data is becoming more prevalent and readily available. It contains a wealth of information with great potential. However, these datasets are massive and difficult to process. This presentation will demonstrate, through examples, how the public and private sectors use modern data transformation technology to produce some interesting and useful results with big data, as well as integrating it with other data for viewing by a broader audience.
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2013 Geospatial Data and Project Management Track, Mobile Big Data by Genie Hays
1.
2. ABOUT LIZARDTECH
• Wavelet-based technologies
Los Alamos National Laboratory
• Manage and distribute massive, high-resolution
geospatial content
imagery – MG2, MG3, MG4, JPEG 2000
LiDAR – MG4
3. ABOUT LIZARDTECH
•IMAGERY
GeoExpress – compression and
manipulation
Express Server – distribution
GeoViewer – accessibility
free for Windows, iOS, and Android
•LIDAR
Compressor – reduce point clouds by 25%
GeoViewer – accessibility
free for Windows, iOS, and Android
•SDK
Free third party integration tools
Windows, iOS, Linux, Solaris
4.
5. Manatee County Data
• 5 TBs of current and historical data
• 80% of data currently inaccessible
• More space for future datasets
• No budget for new hardware
9. Manatee County Aerial Download in JavaScript Viewer
http://www.mymanatee.org/gisapps/mapviewer
10. “Streaming compressed imagery allows for
efficient retrieval and delivery of all of our
archives to 3rd party applications, saves weeks
of staff time, and frees up 1 TB of enterprise
storage allowing us to grow at a slower rate.”
Jeffrey Pace; GIS Spatial Database
Administrator;
Manatee County;
Bradenton, Florida
11.
12. USACE Albuquerque Data
• USGS Topos
• Black & White DOQQs
• Historic Photography
• Edge-matched Tiles
• Multi-gigabyte Mosaics
13. USACE Albuquerque Delivery Criteria
• Cloud-cached Imagery
• Archived Data
• ArcGIS Server
• ArcIMS
• Geocortex Essentials
14. 2011 Dixon’s Apple Orchard, Cochiti Lake, NM Pre-Fire
Geocortex IMF web GIS viewer
15. 2011 Dixon’s Apple Orchard, Cochiti Lake, NM Post Fire
Geocortex IMF web GIS viewer
16. “WMS enables us to serve all of our
compressed archive data out of the same
enterprise web map services as those coming
from cloud services, making for a
comprehensive distribution environment.”
John Peterson
Geospatial Unit Leader
U.S. Army Corp of Engineers
Albuquerque District
Albuquerque, NM
17.
18. New Jersey Office of GIS Data
• GeoTIFFs
• RGB and Infrared
• USDA NAIP
• Historical B&Ws
• USGS Topo Maps
19. New Jersey Office of GIS Delivery Criteria
• Development time
• Functionality
• Performance
• Software reliability
• Platform support
22. “Our project was to provide a simpler way of
streaming the State of New Jersey
orthophotography for our users.”
John Macready
Geographic Information Specialist
New Jersey Office of Information Technology
23. Questions
• Does LizardTech provide imagery?
No, but we do have relationships with many
data collectors and providers,
who provide MrSID as a deliverable.
There are several publicly available resources.
• Does LizardTech process imagery?
No. However, many of our business partners do process data.
We are happy to put you in touch with them.
• What file types can be served with Express Server?
Input file formats: MrSID, JPEG 2000, NITF 2.1, Geospatial PDF
Output file formats: PNG, GIF, TIFF, JPEG, BMP or “bitmap”
24. Takeaways
• A fast and easily
accessible format
• Natively supported and
interoperable
• Mobile availability