Terrain and canopy surface modelling from LiDAR data for tree species classification
Paper
Paper/Presentation Title | Terrain and canopy surface modelling from LiDAR data for tree species classification |
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Presentation Type | Paper |
Authors | Zhang, Zhenyu (Author), Liu, Xiaoye (Author), Peterson, Jim (Author) and Wright, Wendy (Author) |
Editors | Ruzicka, Jan and Ruzickova, Katerina |
Journal or Proceedings Title | Symposium GIS Ostrava 2012: Surface Models for Geosciences Proceedings |
Number of Pages | 13 |
Year | 2012 |
Place of Publication | Ostrava, Czech Republic |
ISBN | 9788024826677 |
Web Address (URL) of Paper | http://gis.vsb.cz/GIS_Ostrava/GIS_Ova_2012/sbornik/papers/zhang.pdf |
Conference/Event | Symposium GIS Ostrava 2012: Surface Models for Geosciences |
Event Details | Symposium GIS Ostrava 2012: Surface Models for Geosciences Event Date 23 to end of 25 Jan 2012 Event Location Ostrava, Czech Republic |
Abstract | It has been recognised that airborne LiDAR (light detection and ranging) offers advantages over the interpretation of aerial photographs and processing of multi-spectral and/or hyperspectral remote sensing data in forest classification. LiDAR with capability of canopy penetration yields such high density sampling that detailed terrain and canopy surface models can be derived. Recent success in forest classification using LiDAR derived products including terrain and canopy surface models has been reported in many studies. However, there is still considerable scope for further improvement in classification accuracy by taking |
Keywords | LiDAR, LiDAR intensity, canopy surface model, support vector machines, forest classification |
ANZSRC Field of Research 2020 | 401304. Photogrammetry and remote sensing |
Public Notes | © VSB - Technical University of Ostrava. |
Byline Affiliations | Australian Centre for Sustainable Catchments |
Monash University | |
Institution of Origin | University of Southern Queensland |
Book Title | GIS Ostrava 2012: Surface Models for Geosciences |
https://research.usq.edu.au/item/q1v47/terrain-and-canopy-surface-modelling-from-lidar-data-for-tree-species-classification
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