• DocumentCode
    2229805
  • Title

    Study of morphological crown control in LiDAR-derived canopy height model

  • Author

    Dan Zhao ; Yong Pang ; Li, Zengyuan ; Lina Bai

  • Author_Institution
    Inst. of Forest Resources Inf. Tech., Beijing, China
  • fYear
    2012
  • fDate
    22-27 July 2012
  • Firstpage
    5927
  • Lastpage
    5930
  • Abstract
    Canopy height model (CHM) is an important model of LiDAR application in forestry. The quality of CHM directly or indirectly influences the subsequent forest parameters extraction and estimation. However, some abnormal changes of elevation exist in CHM regularly. This study tried to get crown area in CHM ignoring the negative influence from these changes using morphological crown control. The morphological crown control determined crown areas by a morphological closing operator with two thresholds. The results showed that our method could give the crown areas well. The thresholds´ setting was discussed and they were mainly decided by the crown base height of the tree in object area and the CHM´s resolution.
  • Keywords
    geophysical image processing; geophysical techniques; remote sensing by laser beam; vegetation; LiDAR application; LiDAR-derived canopy height model; crown areas; forest parameter estimation; forest parameter extraction; morphological closing operator; morphological crown control; Filling; Forestry; Histograms; Indexes; Laser radar; Remote sensing; Vegetation; Canopy height model; LiDAR; crown control; morphological closing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Geoscience and Remote Sensing Symposium (IGARSS), 2012 IEEE International
  • Conference_Location
    Munich
  • ISSN
    2153-6996
  • Print_ISBN
    978-1-4673-1160-1
  • Electronic_ISBN
    2153-6996
  • Type

    conf

  • DOI
    10.1109/IGARSS.2012.6352259
  • Filename
    6352259