Classification of Australian Native Forest Species Using Hyperspectral Remote Sensing and Machine-Learning Classification Algorithms

Mapping forest species is highly relevant for many ecological and forestry applications. In Australia, the classification of native forest species using remote sensing data remains a particular challenge since there are many eucalyptus species that belong to the same genus and, thus, exhibit similar...

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Bibliographic Details
Published in:IEEE journal of selected topics in applied earth observations and remote sensing Vol. 7; no. 6; pp. 2481 - 2489
Main Authors: Shang, Xiao, Chisholm, Laurie A.
Format: Journal Article
Language:English
Published: Piscataway IEEE 01.06.2014
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:
Accuracy
Algorithms
Canopies
Classification
Communities
Comparative studies
Forestry
Indigenous species
Leaves
Predation
Radio frequency
Remote sensing
Support vector machines
Vegetation
Vegetation mapping
Australia
ISSN:1939-1404, 2151-1535
Online Access:Get full text
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