Hyperspectral discrimination of tropical rain forest tree species at leaf to crown scales

We investigated the utility of high spectral and spatial resolution imagery for the automated species-level classification of individual tree crowns (ITCs) in a tropical rain forest (TRF). Laboratory spectrometer and airborne reflectance spectra (161 bands, 437–2434 nm) were acquired from seven spec...

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Veröffentlicht in:	Remote sensing of environment 2005-06, Vol.96 (3), p.375-398
Hauptverfasser:	Clark, Matthew L., Roberts, Dar A., Clark, David B.
Format:	Artikel
Sprache:	eng
Schlagworte:	Animal, plant and microbial ecology Applied geophysics Biological and medical sciences Earth sciences Earth, ocean, space Exact sciences and technology Fundamental and applied biological sciences. Psychology General aspects. Techniques High spatial and spectral resolution Hyperspectral sensors Individual tree crown classification Internal geophysics Linear discriminant analysis Maximum likelihood Multispectral data Spectral angle mapper Teledetection and vegetation maps Tree floristic classification Tropical rain forest
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