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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Vydané v:	IEEE journal of selected topics in applied earth observations and remote sensing Ročník 7; číslo 6; s. 2481 - 2489
Hlavní autori:	Shang, Xiao, Chisholm, Laurie A.
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Piscataway IEEE 01.06.2014 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Predmet:	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
On-line prístup:	Získať plný text
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