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Quantification of surface suspended sediments along a river dominated coast with NOAA AVHRR and SeaWiFS measurements: Louisiana, USA.
Walker, N.D., and Myint, S.
International Journal of Remote Sensing, v. 23, no. 16, p. 3229-3249.
The ability to quantify suspended sediment concentrations accurately over
both time and space using satellite data has been a goal of many
environmental ressearchers over the past few decades. This study utilizes
data acquired by the NOAA Advanced Very High Resolution Radiometer (AVHRR)
and the Orbview-2 Sea-viewing wide field-of-view (SeaWiFS) ocean colour
sensor, coupled with field measurements to develop statistical models for
the estimation of near-surface suspended sediments and suspended solids.
'Ground truth' water samples were obtained via helicopter, small boat and
automatic water sampler withing a few hours of satellite overpasses. The
NOAA AVHRR atmospheric correction was modified for the high levels of
turbidity along the Louisiana coast. Models were developed based on the
field measurements and reflectance/radiance measurements in the visible
and near infrared Channels of NOAA-14 and Orbview-2 SeaWiFS. The best
models for predicting the surface suspended sediment concentrations were
obtained with a NOAA AVHRR Channel 1 (580-680 nm) cubic model, Channel 2
(725-1100 nm) linear model and SeaWiFS Channel 6 (660-680 nm) power model.
The suspended sediment models developed using SeaWiFS Channel 5 (545-565
nm) were inferior, a result that we attribute mainly to the atmospheric
correction technique, the shallow depth of the water samples and
absorption effects from non-sediment water constituents.
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