Technical Papers
Apr 7, 2014

Estimating Suspended Sediment Concentration in Streams by Diffuse Light Attenuation

Publication: Journal of Hydraulic Engineering
Volume 140, Issue 8

Abstract

A light attenuation sensor system (LASS) for measurements in waters is described in this paper. The LASS records irradiance at multiple levels in the water column to provide a measure of the diffuse light attenuation coefficient which is strongly affected by suspended sediment. Dimensional analysis and geometric optical theory are used to relate the irradiance attenuation to sediment properties through a dimensionless product. The latter is termed as a light attenuation number for suspended sediment in waters. The LASS and dimensional analysis results are validated in the laboratory using fluvial sediments collected from a third-order stream and monodisperse quartz sediment. The attenuation coefficient estimated with LASS data varied nonlinearly with total suspended sediment concentration due to particle shadowing and multiple scattering at large optical depths. The light attenuation coefficient for each sediment type is well described as a function of total suspended sediment concentration by empirical power law relationships, which provides confidence in the functioning of LASS. Light attenuation curves for different sediment types collapsed onto a single curve when replotted according to dimensionless numbers arising from the dimensional analysis, which confers confidence in the analysis for future research and application. A successful field demonstration of LASS in a small stream highlights its potential application in hydraulic and ecological research as well as future avenues of research to improve the sensor.

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Acknowledgments

We would like to thank the undergraduate and graduate students who assisted with lab and field data collection. We are thankful for the comments of one of the anonymous reviewers and the associate editor who have greatly improved the quality of this paper. We acknowledge National Science Foundation project #0918856 and the University of Kentucky, Department of Civil Engineering for financial support of the students.

References

Babin, M., and Stramski, D. (2004). “Variations in the mass-specific absorption coefficient of mineral particles suspended in water.” Limnol. Oceanogr., 49(3), 756–767.
Bohren, C. F., and Huffman, D. R. (2008). Absorption and scattering of light by small particles, Wiley, New York.
Bunt, J. A., Larcombe, P., and Jago, C. F. (1999). “Quantifying the response of optical backscatter devices and transmissometers to variations in suspended particulate matter.” Cont. Shelf Res., 19(9), 1199–1220.
Chang, H. H. (1988). Fluvial processes in river engineering, Wiley, New York.
Chao, X., Jia, Y., Shields, D. F., Wang, S. S., and Cooper, C. M. (2009). “Numerical simulation of sediment-associated water quality processes for a Mississippi delta lake.” Ecohydrology, 2(3), 350–359.
Christian, D., and Sheng, Y. P. (2003). “Relative influence of various water quality parameters on light attenuation in Indian River Lagoon.” Estuar. Coast. Shelf Sci., 57(5), 961–971.
Clavano, W. R., Boss, E., and Karp-Boss, L. (2007). “Inherent optical properties of nonspherical marine-like particles—From theory to observation.” Oceanogr. Mar. Biol. Annu. Rev., 45, 1–38.
Clifford, N. J., Richards, K. S., Brown, R. A., and Lane, S. N. (1995). “Laboratory and field assessment of an infrared turbidity probe and its response to particle size and variation in suspended sediment concentration.” Hydrol. Sci. J., 40(6), 771–791.
Davies-Colley, R. J., and Nagels, J. W. (2008). “Predicting light penetration into river waters.” J. Geophys. Res. Biogeosci., 113(G3), G03028.
Davies-Colley, R. J., and Smith, D. G. (2001). “Turbidity, suspended sediment, and water clarity: A review.” JAWRA J. Am. Water Resour. Assoc., 37(5), 1085–1101.
Davies-Colley, R. J., Vant, W. N., and Smith, D. G. (2003). Colour and clarity of natural waters: Science and management of optical water quality, Blackburn Press, New Jersey, 310p.
Downing, J. P., and Beach, R. A. (1989). “Laboratory apparatus for calibrating optical suspended solids sensors.” Mar. Geol., 86(2–3), 243–249.
Doxaran, D., et al. (2009). “Spectral variations of light scattering by marine particles in coastal waters, from visible to near infrared.” Limnol. Oceanogr., 54(4), 1257–1271.
Fox, J. F., Davis, C. M., and Martin, D. K. (2010). “Sediment source assessment in a lowland watershed using nitrogen stable isotopes.” J. Am. Water Resour. Assoc., 46(6), 1192–1204.
Ford, W. I., and Fox, J. F. (2014). “Model of particulate organic carbon transport in an agriculturally impacted stream.” Hydrol. Process., 28(3), 662–675.
Glasgow, H. B., Burkholder, J. M., Reed, R. E., Lewitus, A. J., and Kleinman, J. E. (2004). “Real-time remote monitoring of water quality: A review of current applications, and advancements in sensor, telemetry, and computing technologies.” J. Exp. Mar. Biol. Ecol., 300(1–2), 409–448.
Gray, J. R., and Gartner, J. W. (2009). “Technological advances in suspended-sediment surrogate monitoring.” Water Resour. Res., 45(4), W00D29.
Harnett, C. K., Schueler, M. T., Blumenthal, N. R., Hopf, K. L., Fox, J. F., and Pulugurtha, S. (2011). “Calibration and field deployment of low-cost fluid flow-rate sensors using a wireless network.” IEEE Trans. Instrum. Meas., 60(2), 633–641.
Hart, J. K., and Martinez, K. (2006). “Environmental sensor networks: A revolution in the earth system science?” Earth-Sci. Rev., 78(3–4), 177–191.
Hill, P. S., Boss, E., Newgard, J. P., Law, B. A., and Milligan, T. G. (2011). “Observations of the sensitivity of beam attenuation to particle size in a coastal bottom boundary layer.” J. Geophys. Res. Oceans, 116(C2), C02023.
Horsburgh, J. S., Spackman Jones, A., Stevens, D. K., Tarboton, D. G., and Mesner, N. O. (2010). “A sensor network for high frequency estimation of water quality constituent fluxes using surrogates.” Environ. Modell. Software, 25(9), 1031–1044.
Julian, J. P., Doyle, M. W., Powers, S. M., Stanley, E. H., and Riggsbee, J. A. (2008a). “Optical water quality in rivers.” Water Resour. Res., 44(10), W10411.
Julian, J. P., Doyle, M. W., and Stanley, E. H. (2008b). “Empirical modeling of light availability in rivers.” J. Geophys. Res., 113(G3), G03022.
Kirk, J. T. O. (1981). “A Monte Carlo study of the nature of the underwater light field in, and the relationships between optical properties of, turbid yellow waters.” Aust. J. Mar. Freshwater Res., 32(4), 533–539.
Kirk, J. T. O. (1984). “Dependence of relationship between inherent and apparent optical properties of water on solar altitude.” Limnol. Oceanogr., 29(2), 350–356.
Kirk, J. T. O. (1994). Light and photosynthesis in aquatic ecosystems, Cambridge University Press, Cambridge, U.K.
Kohavi, R. (1995). “A study of cross-validation and bootstrap for accuracy estimation and model selection.” Int. Joint Conf. on Artificial Intelligence, Computer Science Dept., Stanford Univ., Stanford, CA, 14(2), 1137–1145.
Larios, D. F., Barbancho, J., Sevillano, J. L., Molina, F. J., and Leon, C. (2012). “Energy efficient wireless sensor network communications based on computational intelligent data fusion for environmental monitoring.” Commun. IET, 6(14), 2189–2197.
Liu, W.-C., Hsu, M.-H., Chen, S.-Y., Wu, C.-R., and Albert, Y. K. (2005). “Water column light attenuation in Danshuei river estuary, Taiwan.” J. Am. Water Resour. Assoc., 41(2), 425–435.
Mishra, D. R., Narumalani, S., Rundquist, D., and Lawson, M. (2005). “Characterizing the vertical diffuse attenuation coefficient for downwelling irradiance in coastal waters: Implications for water penetration by high resolution satellite data.” J. Photogramm. Remote Sens., 60(1), 48–64.
Mobley, C. D. (1994). Light and water: Radiative transfer in natural waters, Academic Press, San Diego.
Naiman, R. J., and Bilby, R. E., eds. (1998). River ecology and management: Lessons from the Pacific coastal ecoregion, Springer, New York.
Neukermans, G., Loisel, H., Mériaux, X., Astoreca, R., and McKee, D. (2012). “In situ variability of mass-specific beam attenuation and backscattering of marine particles with respect to particle size, density, and composition.” Limnol. Oceanogr., 57(1), 124–144.
Phlips, E. J., Aldridge, F. J., Schelske, C. L., and Crisman, T. L. (1995b). “Relationships between light availability, chlorophyll a, and tripton in a large, shallow subtropical lake.” Limnol. Oceanogr., 40(2), 416–421.
Phlips, E. J., Cichra, M., Aldridge, F. J., Jembeck, J., Hendrickson, J., and Brody, R. (2000). “Light availability and variations in phytoplankton standing crops in a nutrient-rich blackwater river.” Limnol. Oceanogr., 45(4), 916–929.
Phlips, E. J., Lynch, T. C., and Badylak, S. (1995a). “Chlorophyll a, tripton, color, and light availability in a shallow tropical inner-shelf lagoon, Florida Bay.” Mar. Ecol. Prog. Ser., 127(1), 223–234.
Pollack, J. B., and Cuzzi, J. N. (1980). “Scattering by nonspherical particles of size comparable to a wavelength: A new semi-empirical theory and its application to tropospheric aerosols.” J. Atmos. Sci., 37(4), 868–881.
Rundel, P. W., Graham, E. A., Allen, M. F., Fisher, J. C., and Harmon, T. C. (2009). “Environmental sensor networks in ecological research.” New Phytol., 182(3), 589–607.
Squires, M. M., and Lesack, L. F. (2003). “Spatial and temporal patterns of light attenuation among lakes of the Mackenzie Delta.” Freshwater Biol., 48(1), 1–20.
Stavn, R. H. (2012). “Mass-specific scattering cross sections of suspended sediments and aggregates: Theoretical limits and applications.” Opt. Express, 20(1), 201–219.
Stramski, D., Babin, M., and Wozniak, S. B. (2007). “Variations in the optical properties of terrigenous mineral-rich particulate matter suspended in seawater.” Limnol. Oceanogr., 52(6), 2418–2433.
Sunita, M., Malik, J., and Mor, S. (2012). “Comprehensive study of applications of wireless sensor network.” Int. J. Adv. Res. Comput. Sci. Software Eng., 2(11), 56–60.
van de Hulst, H. C. (1981). Light scattering: By small particles, Dover, New York.
Van Duin, E. H. S., et al. (2001). “Modeling underwater light climate in relation to sedimentation, resuspension, water quality and autotrophic growth.” Hydrobiologia, 444(1–3), 25–42.
Vannote, R. L., Minshall, G. W., Cummins, K. W., Sedell, J. R., and Cushing, C. E. (1980). “The river continuum concept.” Can. J. Fish. Aquat. Sci., 37(1), 130–137.
Walling, D. E., Collins, A. L., Jones, P. A., Leeks, G. J. L., and Old, G. (2006). “Establishing fine-grained sediment budgets for the Pang and Lambourn LOCAR catchments, U.K.” J. Hydrol., 330(1–2), 126–141.
Wang, N., Zhang, N., and Wang, M. (2006). “Wireless sensors in agriculture and food industry—Recent development and future perspective.” Comput. Electron. Agric., 50(1), 1–14.
Williams, N. D., Walling, D. E., and Leeks, G. J. L. (2008). “An analysis of the factors contributing to the settling potential of fine fluvial sediment.” Hydrol. Processes, 22(20), 4153–4162.
Wozniak, S. B., et al. (2010). “Optical variability of seawater in relation to particle concentration, composition, and size distribution in the nearshore marine environment at Imperial Beach, California.” J. Geophys. Res. Oceans, 115(C8), C08027.
Yick, J., Mukherjee, B., and Ghosal, D. (2008). “Wireless sensor network survey.” Comput. Netw., 52(12), 2292–2330.

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Go to Journal of Hydraulic Engineering
Journal of Hydraulic Engineering
Volume 140Issue 8August 2014

History

Received: Jun 4, 2013
Accepted: Feb 12, 2014
Published online: Apr 7, 2014
Published in print: Aug 1, 2014
Discussion open until: Sep 7, 2014

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Authors

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Robert L. Stewart, S.M.ASCE
Graduate Associate, Civil Engineering Dept., Univ. of Kentucky, Lexington, KY 40506.
James F. Fox, M.ASCE [email protected]
Associate Professor, Civil Engineering Dept., Univ. of Kentucky, Lexington, KY 40506 (corresponding author). E-mail: [email protected]
Cindy K. Harnett
Associate Professor, Electrical Engineering Dept., Univ. of Louisville, Lexington, KY 40506.

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