Journal of The Remote Sensing Society of Japan
Online ISSN : 1883-1184
Print ISSN : 0289-7911
ISSN-L : 0289-7911
Paper
Estimation of the Origin of Suspended Solids in Brackish Lake by PLS MethodUsing Spectroradiometer Observation Data
Yasuhiro OOMORIToshiaki KOZUToyoshi SHIMOMAIYoshikazu SAMPEIKoji SETO
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JOURNAL FREE ACCESS

2012 Volume 32 Issue 3 Pages 137-148

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Abstract
Suspended Solids (SS) in brackish lakes are mainly originated from planktons, terrestrial organic matter, and bottom sediments. Total Organic Carbon (TOC) content and mass ratio of TOC to total nitrogen (C/N) in the SS from each origin is known to be different from others. Multi-wavelength remote sensing of these quantities is studied using a set of spectroradiometer data. The ISE-PLS method is applied to avoid multicollinearity in multiple regression method and to improve the accuracy in the estimation of TOC content and C/N. TOC content and C/N is found to be well estimated by the ISE-PLS method. Moreover, a case analysis using LANDSAT-5 TM observation data shows reasonable TOC content and C/N maps in Lake Shinji, a brackish lake in Shimane Prefecture, Japan.
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© 2012 The Remote Sensing Society of Japan
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