International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Vol XXXV, Part B7. Istanbul 2004
radiance or reflectance (Ritchie et al. 1976,
1990; Curran and Novo 1988) because the
amount of reflected radiance tends to saturate as
suspended sediment concentrations increase.
The point of saturation is wavelength
dependent, with the shorter wavelength
saturating at lower concentrations.
If the range of suspended sediments is
between 0 and 50 mg/l, reflectance from almost
any wavelength will be significantly related to
suspended sediment concentrations (Ritchie and
Schiebe 2000). As the range of suspended
sediments increases to 200 mg/l or higher,
curvilinear relationships have to be developed
with reflectance in the longer wavelength.
Significant relationships have been shown
between suspended sediments and radiance or
reflectance from spectral wave bands or
combinations of wave bands on satellite
sensors. Ritchie et al. (1976) using in situ
studies concluded that wavelengths between
700 and 800 nm were most useful for
determining suspended sediments in surface
waters. Many studies have developed
algorithms for the relationship between the
concentration of suspended sediments and
radiance or reflectance (Mobasheri, 2003). A
few studies have taken the next step and used
these algorithms to estimate suspended
sediments for another time or place (Ritchie and
Cooper 1988).
Variations of sediment type (grain size and
refractive index) and changing illumination
conditions affect the reflectance signal of
coastal waters and limit the accuracy of
sediment-concentration estimations from
remote-sensing measurements (Doxaran et al.,
2003).
: The six MODIS channels centered at
0.55, 0.66, 0.86, 1.24, 1.64, and 2.1 m are being
used for aerosol retrieving algorithm and
deriving aerosol models and aerosol optical
depths. Water leaving reflectance is assumed to.
be zero in the 0.86-, 1.24-, 1.64-, and 2.13- m
channels (Rong-Rong et al, 2003). The
reflectance at channel 1 and 4 was assumed to
be the typical clear water reflectance. Any
unaccounted elevated values of the water
leaving reflectance were interpreted as an
increase in the optical thickness of the fine
aerosol particles. Sediments and shallow waters
provided such unaccounted high reflectance and
resulted in systematic overestimate of the
aerosol optical thickness. It is believed that the
main differences between the two types of
waters are located in the 0.4-0.7 m spectral
range (Rong-Rong et al., 2003) where the turbid
water has significantly larger reflectance than
the clear water. This formed the basis for the
detection of turbid water and SSC estimation
Algorithms. The penetration depths at the level
of 90% light attenuation is as high as 40meters
for channel 3 and as low as less than a
millimeter for channel 7 (Mobasheri, 1995).
Thus, the turbidity in water can affect reflect-
ance in visible channels and even at 0.86 u.
However, for the longer wavelengths
(1.2, 1.6, and 2.1 p) the penetration depths of
sunlight into the water are very small,
eliminating the possibility of the reflection by
sediments. On the other hand, the blue channel
(0.47 p) is very sensitive to atmospheric
molecular scattering, but less sensitive to the
additional reflection by sediments. For coastal
waters, this channel is not nearly as sensitive as
the 0.551 channel to sediment reflection
because of strong absorption by dissolved
organic matters (yellow substances) at 0.471. In
summary, the MODIS measurements over the
ocean at 0.47, 1.2, 1.6, and 2.1 p are influenced
mainly by aerosol scattering and absorption and
can be used to derive the atmospheric spectral
power law (Rong-Rong, et al; ‘ 2003).
Measurements at 0.55-0.86 p are influenced
both by the aerosol and the sediments. The
excess reflectance at 0.55-0.86 p beyond the
power law values can be associated to the
presence of sediments and consequently is used
for their detection in this work.
2- Methodology and Data Collection
Bahmansheer River is situated at the
southwest of Iran and is 80 km long parallel to
Arvand River, which is the border of Iran and
Iraq (fig 1). This river carries large amount of
sediments to the Persian Gulf (varies with tide). |
The tidal current influences the water level even
at the junction of this river with the Arvand
River some 80 km far from its estuary.
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