Vol. 9, No. 2, 31-41, 2010
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Hyperspectral detection of marine clay in coastal waters using the spectral angle method
Jyrki Tuominen, Tarmo Lipping, Viljo Kuosmanen, and Sari Repka
Abstract
Clay
induced turbidity is the major cause of complex changes in the ecosystem of
coastal water areas. The accuracy of the algorithms for the
assessment of the clay concentration may suffer significantly from the presence
of other substances like Algal chlorophyll or dissolved organic matter, highly
influencing the optical properties of the water. The objective of this
study was to develop an accurate and robust algorithm for the clay
concentration retrieval using high spectral resolution hyperspectral
data. In order to provide necessary information for the spectral analysis of the
water samples, a controlled experiment was arranged. Carefully
weighted clay portions were diluted in water and reflectance
spectra were recorded using a field spectrometer. Traditionally simple algorithms
are used to estimate the remotely sensed water quality
variables. In this paper a novel algorithm based on
the principle of spectral angle measure is presented. The accuracy of the
proposed algorithm was just slightly better compared
to the band-ratio algorithm, but it is more robust against the effects of other
optically detectable substances and noise.
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History
Submitted: 4 Mar 2010
Revised: 22 Oct 2010
Accepted: 26 Nov 2010
Published: 9 Dec 2010
Responsible editor: Rainer Reuter
Citation
Tuominen J, T Lipping, V Kuosmanen & S Repka, 2010.
Hyperspectral detection of marine clay in coastal waters using the spectral angle method.
EARSeL eProceedings, 9(2): 31-41
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ISSN 1729-3782
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