An algorithm for the retrieval of suspended sediment concentrations in the Irish Sea from SeaWiFS ocean colour satellite imagery

被引:80
作者
Binding, CE [1 ]
Bowers, DG [1 ]
Mitchelson-Jacob, EG [1 ]
机构
[1] Univ Wales, Sch Ocean Sci, Menai Bridge LL59 5EY, Anglesey, Wales
关键词
D O I
10.1080/0143116021000024131
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
A study was conducted in the Irish Sea with the aim of deriving an algorithm for the retrieval of suspended sediment concentrations from ocean colour imagery obtained from the Sea-viewing Wide Field-of-view Sensor (SeaWiFS). In situ observations of the diffuse attenuation coefficient, K-d, and irradiance reflectance, R, were obtained at wavelengths coincident with the SeaWiFS visible wavebands using a Profiling Reflectance Radiometer (PRR600, Biospherical Instruments Inc., San Diego). Results showed that surface reflectance at 665 nm (R-665), rather than variations in the intrinsic colour of the ocean ( using colour ratios), was the most widely applicable method of obtaining suspended sediment concentrations from ocean colour imagery in this region. The derived algorithm enabled the estimation of mineral suspended sediment (MSS) concentrations from ocean colour in the Irish Sea, accurate to within 1 mg l(-1) ( see equation below). Furthermore, the application of this algorithm to a SeaWiFS image of the Irish Sea accurately reproduced known regions of high turbidity with realistic MSS concentrations. MSS= 0.0441R(665)(2)+ 1.1392R(665)+ 1.7459 (R-2 = 0.9105, n= 124, RMS error= 0.907) Specific absorption and scattering coefficients were derived for all optically active in-water constituents, namely yellow substance (YS), mineral suspended sediments ( MSS) and phytoplankton pigments ( C). An optical model based on the empirically derived absorption and scattering coefficients reproduced the observed relationship between MSS and R665. Model results highlighted the relative insensitivity of reflectance at 665 nm to variations in the concentrations of other in-water constituents, suggesting that the algorithm may be applicable to the Irish Sea throughout the year.
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收藏
页码:3791 / 3806
页数:16
相关论文
共 35 条
[1]  
ALDRIDGE JN, 2001, IN PRESS CONTINENTAL
[2]   Inherent optical properties of the Irish Sea determined from underwater irradiance measurements [J].
Bowers, DG ;
MitchelsonJacob, EG .
ESTUARINE COASTAL AND SHELF SCIENCE, 1996, 43 (04) :433-447
[3]   The distribution of fine suspended sediments in the surface waters of the Irish Sea and its relation to tidal stirring [J].
Bowers, DG ;
Boudjelas, S ;
Marker, GEL .
INTERNATIONAL JOURNAL OF REMOTE SENSING, 1998, 19 (14) :2789-2805
[4]   Absorption spectra of inorganic particles in the Irish Sea and their relevance to remote sensing of chlorophyll [J].
Bowers, DG ;
Harker, GEL ;
Stephan, B .
INTERNATIONAL JOURNAL OF REMOTE SENSING, 1996, 17 (12) :2449-2460
[5]  
BOWERS DG, 2001, IN PRESS CONTINENTAL
[6]   VARIABILITY IN THE CHLOROPHYLL-SPECIFIC ABSORPTION-COEFFICIENTS OF NATURAL PHYTOPLANKTON - ANALYSIS AND PARAMETERIZATION [J].
BRICAUD, A ;
BABIN, M ;
MOREL, A ;
CLAUSTRE, H .
JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS, 1995, 100 (C7) :13321-13332
[7]  
BRICAUD A, 1981, LIMNOL OCEANOGR, V26, P43
[8]   OPTICAL-EFFICIENCY FACTORS OF SOME PHYTOPLANKTERS [J].
BRICAUD, A ;
MOREL, A ;
PRIEUR, L .
LIMNOLOGY AND OCEANOGRAPHY, 1983, 28 (05) :816-832
[9]   THE RADIOMETRIC DETERMINATION OF TOTAL PIGMENT AND SESTON AND ITS POTENTIAL USE IN SHELF SEAS [J].
BROWN, J ;
SIMPSON, JH .
ESTUARINE COASTAL AND SHELF SCIENCE, 1990, 31 (01) :1-9
[10]   MARINE HUMIC AND FULVIC-ACIDS - THEIR EFFECTS ON REMOTE-SENSING OF OCEAN CHLOROPHYLL [J].
CARDER, KL ;
STEWARD, RG ;
HARVEY, GR ;
ORTNER, PB .
LIMNOLOGY AND OCEANOGRAPHY, 1989, 34 (01) :68-81