BigData Earth Completes Project on High-resolution (1 meter) Vegetation Mapping for 48 Contiguous U.S. States

Jun 13, 2016 -- Through wider collaborations in acquisition, storage and processing, BigData Earth Pty Ltd have access to the comprehensive, orthorectified digital aerial imagery from the USDA National Agriculture Imagery Program (NAIP) and performed advanced imagery feature extraction. The latest NAIP input imagery acquired in 2015, 2014 and 2013 growing seasons (at 1m-resolution and for  48 contiguous U.S. States) has been analyzed. This is the first time that large-scale vegetation mapping is done at such a detailed level.

A number of key features of the NAIP aerial imagery are important for the classification of vegetation, including (1) consistent 1m high resolution; (2) new acquisitions in 2015, 2014, and 2013 growing seasons; (3) including R/G/B/NIR bands; and (4) virtually zero or minimized cloud covers. By comparison, it is hard to find high-resolution satellite imagery sources that can offer all of these advantages, especially for a very large territory.

Both pixel- and object-based image classification techniques, vegetation indices, and newly developed machine learning and classification methods have been actively explored for this feature extraction task. Also leveraging affordable data storage (more than a petabyte – 1,000 terabytes – in terms of the size of all temporary files during image processing) and high-performance computing, the BigData Earth team has achieved a very high accuracy of vegetation classification so that an objective, visual assessment becomes possible.

Unique data sets on the percentage (%, or the density) of vegetation across various geographical areas, such as 5-Digit ZIP Code, Census Block Group, and Census Track, are produced. In addition, 1m-resolution state-level imagery mosaics or basemaps (both natural-color and color infrared composites) are being offered. This project demonstrates excellent application opportunities using modern Earth Observation and geospatial big data analytics.   

About BigData Earth

BigData Earth ( http://www.bigdataearth.com/) is a Data Technology R&D company and explores location-centric business applications worldwide using geospatial big data analytics and global Earth Observation.



Read the complete story ...


Review Article Be the first to review this article
Harris

Airbus

Featured Video
Jobs
GIS Analyst II for Air Worldwide at Boston, MA
Business Partner Manager for Cityworks - Azteca Systems, LLC at Sandy, UT
Mechanical Engineer for IDEX Corporation at West Jordan,, UT
Senior Structural Engineer for Design Everest at San Francisco, CA
Upcoming Events
RoboUniverse San Diego at San Diego CA - Dec 14 - 15, 2016
DGI 2017 at QEII Centre London United Kingdom - Jan 23 - 25, 2017
Geospatial World Forum 2017 Hyderabad at Hyderabad International Convention Center P.O Bag 1101, Cyberabad Post Office Hyderabad Telangana India - Jan 23 - 25, 2017
Trimble
Teledyne Optech
University of Denver GIS Masters Degree Online
CADalog.com - Countless CAD add-ons, plug-ins and more.



Internet Business Systems © 2016 Internet Business Systems, Inc.
595 Millich Dr., Suite 216, Campbell, CA 95008
+1 (408)-337-6870 — Contact Us, or visit our other sites:
AECCafe - Architectural Design and Engineering EDACafe - Electronic Design Automation TechJobsCafe - Technical Jobs and Resumes  MCADCafe - Mechanical Design and Engineering ShareCG - Share Computer Graphic (CG) Animation, 3D Art and 3D Models
  Privacy Policy