• DocumentCode
    3376507
  • Title

    The application of object based analysis of high spatial resolution imagery for mapping large coral reef systems in the West Pacific at geomorphic and benthic community spatial scales

  • Author

    Roelfsema, Chris ; Phinn, Stuart ; Jupiter, Stacy ; Comley, James ; Beger, Marie ; Paterson, Eric

  • Author_Institution
    Center for Remote Sensing & Spatial Inf. Sci., Univ. of Queensland, Brisbane, QLD, Australia
  • fYear
    2010
  • fDate
    25-30 July 2010
  • Firstpage
    4346
  • Lastpage
    4349
  • Abstract
    Coral reef habitat maps at various spatial scales and extent are needed for monitoring and management purposes in coral reef environments. This paper will demonstrate object based analysis for coral reef habitat mapping at reef type, geomorphic zone and benthic community spatial scales, on single reefs or reef systems in Western Pacific. For the study sites, archived high spatial resolution Quickbird and/or Ikonos imagery were acquired and radiometric and atmospheric corrected. Georeferenced benthic photos along transects were acquired for calibration and validation purposes. Hierarchical mapping from reef, to geomorphic zone, then community scales, was completed using object based segmentation and semi-automated labeling through membership rules using field data for calibration and validation. The resulting hierarchal maps for reef type, geomorphic zone and benthic community, had varying accuracies 60-80% for each spatial scale.
  • Keywords
    environmental management; environmental monitoring (geophysics); geophysical image processing; image classification; image segmentation; oceanographic regions; oceanographic techniques; Ikonos imagery; Quickbird imagery; West Pacific Ocean; benthic community spatial scales; coral reef systems; environmental management; environmental monitoring; geomorphic zone; habitat mapping; high spatial resolution imagery; object based analysis; object based segmentation; semiautomated labeling; Accuracy; Communities; Image analysis; Image segmentation; Pixel; Remote sensing; Spatial resolution; Coral Reefs; Habitat Mapping; Object Based Image Analysis; high spatial resolution imagery;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Geoscience and Remote Sensing Symposium (IGARSS), 2010 IEEE International
  • Conference_Location
    Honolulu, HI
  • ISSN
    2153-6996
  • Print_ISBN
    978-1-4244-9565-8
  • Electronic_ISBN
    2153-6996
  • Type

    conf

  • DOI
    10.1109/IGARSS.2010.5654126
  • Filename
    5654126