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Spatial variability in surface sediment composition characterised by near-infrared (NIR) reflectance spectroscopy
Authors:Tom Korsman  Mats B Nilsson  Karin Landgren  Ingemar Renberg
Institution:(1) Department of Environmental Health, Umeå University, S-901 87 Umeå, Sweden;(2) Department of Forest Ecology, SLU, S-901 83 Umeå, Sweden
Abstract:Near-infrared (NIR) spectral data were obtained from 165 surface sediment samples from a northern Swedish humic, mesotrophic lake (0.5 km2). The NIR spectra, together with data on water depth and loss-on-ignition (LOI), allow an evaluation of the source of spatial variance in sediment characteristics. The results show that water depth and organic matter (LOI) account for 20 and 16%, respectively, of the variance in the NIR-absorbance data. More importantly, the spatial variance in the spectral data suggest that NIR analysis of lake sediments mainly reflect sediment properties that cannot simply be explained by depth or amount of organic matter. The influence of inlets and land-use (e.g. clear-cutting) on sediment characteristics was more pronounced in the spectral data than would be expected from the LOI data. This is explained by differences in the chemical composition of the organic matter, as revealed by NIR spectroscopy, rather than in the amount of organic matter or depth-related sedimentation properties (e.g. particle size or density). This initial attempt to characterise sediment properties using NIR suggests that NIR analysis might become a valuable complementary tool to traditional sediment characterisation.
Keywords:lake sediments  near infrared (NIR) spectroscopy  sediment characteristics  loss-on-ignition  paleolimnology  northern Sweden
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