Time series separation and reconstruction technique to estimate daily suspended sediment concentrations

Journal of Hydrologic Engineering

Volumn 19, Issue 2, 2014, Pages 328-338

  Mohamoud, Yusuf M ^a  

^a U S ENVIRONMENTAL PROTECTION AGENCY   (United States)

Author keywords

Sediment rating curve.; Suspended sediment; Time series separation and reconstruction

Indexed keywords

ANTHROPOGENIC SOURCES; BIOLOGICAL IMPAIRMENTS; MODEL EFFICIENCY; RECONSTRUCTION TECHNIQUES; SEDIMENT CONCENTRATION; SEDIMENT RATING CURVES; SUSPENDED SEDIMENT CONCENTRATIONS; TEMPORAL RESOLUTION;

EFFICIENCY; ESTIMATION; SEPARATION; SUSPENDED SEDIMENTS; TIME SERIES;

SEDIMENTS;

CONCENTRATION (COMPOSITION); RATING CURVE; RECONSTRUCTION; SUSPENDED SEDIMENT; TIME SERIES;

EID: 84892847714     PISSN: 10840699     EISSN: None     Source Type: Journal    
DOI: 10.1061/(ASCE)HE.1943-5584.0000814     Document Type: Article

References (42)

1. Asselman, N. E. M. (2000). "Fitting and interpretation of sediment rating curves." J. Hydrol., 234(3-4), 228-248.
2. Besser, J.M., Brumbaugh,W. G., Allert, A. L., Poulton, B. C., Schmitt, C. J., and Ingersoll, C. G. (2009). "Ecological impacts of lead mining on Ozark streams: Toxicity of sediment and pore water." Ecotoxicol. Environ. Saf., 72(2), 516-526.
3. Bicknell, B. R., Imhoff, J. C., Kittle, J. L. Jr., Schmitt, C. J., and Donigian, A. S., Jr. (2001). "Hydrological simulation program-Fortran (HSPF). User's manual for release 12." U.S. EPA National Exposure Research Laboratory, Athens, GA.
4. Bilotta, G. S., and Brazier, R. E. (2008). "Understanding the influence of suspended solids on water quality and aquatic biota." Water Res., 42(12), 2849-2861.
5. Cohn, T. A., Caulder, D. L., Gilroy, E. J., Zynjuk, L. D., and Summers, R. M. (1992). "The validity of a simple statistical model for estimating fluvial constituent loads: An empirical study involving nutrient loads entering Chesapeake Bay." Water Resour. Res., 28(9), 2353-2363.
6. Crawford, C. G. (1991). "Estimation of suspended-sediment rating curves and mean suspended-sediment loads." J. Hydrol., 129(1-4), 331-348.
7. Crowder, D. W., Demissie, M., and Markus, M. (2007). "The accuracy of sediment loads when log-transformation produces nonlinear sediment load-discharge relationships." J. Hydrol., 336(3-4), 250-268.
8. Dodds, W. K., and Whiles, M. R. (2004). "Factors related to quality and quantity of suspended particles in rivers: General continent-scale patterns in the United States." Environ. Manage., 33(3), 355-367.
9. Droppo, I. G., Liss, S. N., Williams, D., Nelson, T., Jaskot, C., and Trapp, B. (2009). "Dynamic existence of waterborne pathogens within river sediment compartments. Implications for water quality regulatory affairs." Environ. Sci. Technol., 43(6), 1737-1743.
10. Edwards, T. K., and Glysson, G. D. (1999). "Field methods for measurement of fluvial sediment." Chapter C2, U.S. geological survey techniques of water-resources investigations, book 3, U.S. Geological Survey, Reston, VA.
11. Ferguson, R. I. (1986). "River loads underestimated by rating curves." Water Resour. Res., 22(1), 74-76.
12. Flanagan, M. T. (2010). "Michael Thomas Flanagan's Java scientific library." http://www.ee.ucl.ac.uk/~mflanaga/ (Jun. 2010).
13. Francke, T., López-Tarazón, J., and Schröder, B. (2008). "Estimation of suspended sediment concentration and yield using linear models, random forests and quantile regression forests." Hydrol. Process., 22(25), 4892-4904.
14. Glysson, G. D. (1987). "Sediment-transport curves." U.S. Geological Survey, Open-File Rep., U.S. Geological Survey, Reston, VA, 87-218.
15. Gray, J. R., and Glysson, G. D. (2003). "Introduction to the proceedings of federal interagency workshop on turbidity and other sediment surrogates." Proc., 5th Interagency Workshop on Turbidity and Other Sediment Surrogates, U.S. Geological Survey, Reston, VA.
16. Hoffman, A. R., Armstrong, D. E., Lathrop, R. C., and Penn, M. R. (2009). "Characteristics and influence of phosphorus accumulated in the bed sediments of a stream located in an agricultural watershed." Aquat. Geochem., 15(3), 371-389.
17. Horowitz, A. J. (2003). "An evaluation of sediment rating curves for estimating suspended sediment concentrations in subsequent flux calculations." Hydrol. Process., 17(17), 3387-3409.
18. Khanchoul, K., and Jansson, M. B. (2008). "Sediment rating curves on stage and seasonal means in discharge classes for the Mellah Wadi, Algeria." Geografiska Annaler: Series A, Phys. Geogr., 90(3), 227-236.
19. Kronvang, B., Laubel, A., Larsen, S. E., and Friberg, N. (2003). "Pesticides and heavy metals in Danish streambed sediment." Hydrobiologia, 494(1-3), 93-101.
20. Lohani, A. K., Goel, K., and Bhatia, K. K. S. (2007). "Deriving stage- discharge-sediment concentration relationships using fuzzy logic." Hydrol. Sci. J., 52(4), 793-807.
21. Marsalek, J., Rochfort, Q., Brownlee, B., Mayer, T., and Servos,M. (1999). "An exploratory study of urban runoff toxicity." Water Sci. Technol., 39(12), 33-39.
22. Miller, C. R. (1951). "Analysis of flow duration sediment rating curve method of computing sediment yield." Rep., U.S. Bureau of Reclamation, Washington, DC.
23. Mohamoud, Y. M. (2008). "Prediction of daily flow duration curves and streamflow for ungauged catchments using regional flow duration curves." Hydrol. Sci. J., 53(4), 706-724.
24. Mossa, J. (1989). "Hysteresis and nonlinearity of discharge-sediment relationships in the Atchafalaya and lower Mississippi." Sediment and the Environment, Baltimore Symp., International Association of Hydrological Sciences, Wallingford, U.K., 184 (), 105-112.
25. Nagy, H. M., Watanabe, K., and Hirano, M. (2002). "Prediction of load concentration in rivers using artificial neural network model." J. Hydraul. Eng., 10.1061/(ASCE)0733-9429(2002)128:6(588), 588-595.
26. Nash, J. E., and Sutcliffe, J. V. (1970). "River flow forecasting through conceptual models: Part I: A discussion of principles." J. Hydrol., 10(3), 282-290.
27. Partal, T., and Cigizoglu, H. K. (2008). "Estimation and forecasting of daily suspended sediment data using wavelet-neural networks." J. Hydrol., 358(3-4), 317-331.
28. Piest, R. F. (1963). "Long term sediment yields from small watersheds." International Association of Hydrological Sciences, Wallingford, U.K..
29. Rajaee, T., Nourani, V., Zounemat-Kermani, M., and Kisi, O. (2011). "River suspended sediment load prediction: Application of ANN and wavelet conjunction model." J. Hydrol. Eng., 10.1061/(ASCE)HE .1943-5584.0000347, 613-627.
30. Rasmussen, P. P., Gray, J. R., Glysson, G. D., and Ziegler, A. C. (2009). "Guidelines and procedures for computing time-series suspendedsediment concentrations and loads from in-stream turbidity-sensor and streamflow data." Chapter C4, U.S. geological survey techniques and methods, book 3, U.S. Geological Survey, Reston, VA.
31. Schnabel, S., and Maneta, M. (2005). "Comparison of a neural network and a regression model to estimate suspended sediment in a semiarid basin." Geomorphological processes and human impacts in river basins, R. J. Batalla and C. Garcia, eds., 299, IAHS, Wallingford, U.K, 91-100.
32. Sichingabula, H. M. (1998). "Factors controlling variations in suspended sediment concentration for single-valued sediment rating curves, Fraser River, British Columbia, Canada." Hydrol. Process., 13(9), 1035-1050.
33. Singh, K. P., and Durgunoglu, A. (1989). "Developing accurate and reliable stream sediment yields." Sediment and the environment, 184, International Association of Hydrological Sciences, Wallingford, U.K, 193-199.
34. Smith, C. J., and Croke, B. F. (2005). "Sources of uncertainty in estimating suspended sediment load." Sediment budgets 2, Proc., Symp. S1 Held during the 7th IAHS Scientific Assembly, International Association of Hydrological Sciences, Wallingford, U.K, 136-143.
35. Sutherland, A. B., and Meyer, J. L. (2007). "Effects of increased suspended sediment on growth rate and gill condition of two southern Appalachian minnows." Environ. Biol. Fishes, 80(4), 389-403.
36. Syvitski, J. P. M., Morehead, M. D., Bahr, D., and Mulder, T. (2000). "Estimating fluvial sediment transport: The rating parameters." Water Resour. Res., 36(9), 2747-2760.
37. U.S. Environmental Protection Agency (USEPA). (1999). "Protocol for developing sediment TMDLs." EPA 841-B-99-004, U.S. Environmental Protection Agency, Office of Water, Washington, DC.
38. U.S. Environmental Protection Agency (USEPA). (2002). "National water quality inventory: 2000 Report." EPA-841-R-02-001, U.S. Environmental Protection Agency, Office of Water, Washington, DC.
39. U.S. Environmental Protection Agency USEPA. (2007). "An approach for using load duration curves in the development of TMDLs." EPA 841-B-07-006, U.S. Environmental Protection Agency, Office ofWater, Washington, DC.U.S. Environmental Protection Agency, Office ofWater, Washington, DC
40. Walling, D. E. (1977a). "Assessing the accuracy of suspended sediment rating curves for a small basin." Water Resour. Res., 13(3), 531-538.
41. Walling, D. E. (1977b). "Limitations of the rating curve technique for estimating suspended sediment loads, with particular reference to British rivers. Erosion and solid matter transport in inland waters." Proc., Paris Symp., International Association of Hydrological Sciences, Wallingford, U.K, 122, 34-48.
42. Wheatcroft, R. A., Goni, M. A., Hatten, J. A., Pasternack, G. B., and Warrick, J. A. (2010). "The role of effective discharge in the ocean delivery of particulate organic carbon by small, mountainous river systems." Limnol. Oceanogr., 55(1), 161-171.