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Canopy Height Estimation in French Guiana with LiDAR ICESat/GLAS Data Using Principal Component Analysis and Random Forest Regressions.

Ibrahim FayadNicolas N. BaghdadiJean-Stéphane BaillyNicolas BarbierValéry GondMahmoud El HajjFrédéric FabreBernard Bourgine
Published in: Remote. Sens. (2014)
Keyphrases
  • random forest
  • data sets
  • principal component analysis
  • small number
  • training data
  • data analysis
  • dimensionality reduction
  • computer vision
  • decision trees
  • prior knowledge
  • data points
  • feature set
  • training samples