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Advances in the use of eCognition for forest research and applications Dr. Pete Bunting
Contents ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Individual Tree Analysis
Individual Tree Analysis
Forest Mask ,[object Object],[object Object],[object Object],[object Object]
Indexes and Indices for Forest Discrimination ,[object Object],[object Object],[object Object]
Forest Discrimination Methodology ,[object Object],[object Object],[object Object],[object Object],[object Object]
Forest Discrimination Methodology ,[object Object],[object Object]
Individual Tree Analysis
Hill and Valley Model ,[object Object],[object Object],[object Object],[object Object]
Individual Tree Analysis
Splitting the Forest into Crowns We locate the bright areas of the crown and grow to the crown edge.
Using a Global Variable ,[object Object],Without With Setup variable Loop until reach the required value Increment the variable
Individual Tree Analysis
Merging Small Objects ,[object Object],[object Object]
Individual Tree Analysis
Classifying Tree Crowns ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Individual Tree Analysis
Examples of Merging Crowns Bright point merging Including small objects Before After Before After Relative Border Relative size Before After Before After
 
 
Parco Nazionale d’Abruzzo, Lazio e Molise, Italy www.definiens.com
Object Variables: Mean-lit Spectra ,[object Object],[object Object],[object Object],[object Object],Level 2 Level 1
Object Variables for Tree Species Classification Object Mean Object Variables
An example of tree species classification in Australia Stereo Air-Photo Eucalyptus populnea Eucalyptus melanaphloia
LiDAR Height CASI reflectance LiDAR HSCOI CASI band ratio CASI Tree Crowns ,[object Object],[object Object],[object Object],[object Object],Species Map of crowns from CASI data Biomass Map Stem Locations Integration of CASI/LIDAR Data Branch Locations
Automated delineation of forest communities
Landsat / AIRSAR Classification ,[object Object],[object Object],[object Object],[object Object],[object Object]
Comparison to Landsat CASI Species Crown Cover
Identifying thresholds
eCognition Process
Classification of Communities ,[object Object],[object Object]
Future Work…
Long-term change observed from LiDAR, Injune August 2000 – Optech ALTM1020 April 2009 – Riegl LMS-Q560 0m 30m Height Jorg Hacker, Ariborne Research Australia, Alex Lee/John Armston
LiDAR v TLS
Thank you for listening [email_address]

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E Cognition User Summit2009 Pbunting University Wales Forestry

Notas del editor

  1. Species, cover, shannon, Simpson
  2. 8% decrease in rainfall..