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Effect of feature standardization on reducing the requirements of field samples for individual tree species classification using ALS data

  • Published:2022-02 Issue: Volume:184 Page:189-202
  • ISSN:0924-2716
  • Container-title:ISPRS Journal of Photogrammetry and Remote Sensing
  • language:en
  • Short-container-title:ISPRS Journal of Photogrammetry and Remote Sensing

Author:

Rana Parvez,St-Onge Benoit,Prieur Jean-François,Cristina Budei Brindusa,Tolvanen Anne,Tokola Timo

Publisher

Elsevier BV

Subject

Computers in Earth Sciences,Computer Science Applications,Engineering (miscellaneous),Atomic and Molecular Physics, and Optics

Reference64 articles.

1. Exploring multispectral ALS data for tree species classification;Axelsson;Remote Sens.,2018

2. DEM generation from laser scanner data using adaptive TIN models;Axelsson;Int. Arch. Photogramm. Remote Sens.,2000

3. A matching procedure to improve k-NN estimation of forest attribute maps;Baffetta;For. Ecol. Manage.,2012

4. Improving remote species identification through efficient training data collection;Baldeck;Remote Sens.,2014

5. Tree species classification using within crown localization of waveform LiDAR attributes;Blomley;ISPRS J. Photogramm. Remote Sens.,2017

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