Comparison of different methods estimating annual sediment loads in river cross sections based on irregularly measured data
SU Jing-jun1, LI Xu-yong1, WU Zhen2
1. State Key Laboratory of Urban and Regional Ecology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing 100085, China;
2. Environmental Protection Center, Ministry of Transport, Beijing 100013, China
By comparing the performance of averaging method, Beale ratio method and regression method, a framework focusing on estimating annual sedimentloads based on concentrated sampling during high flow period, was proposed. The main results were:1) the Beale ratio method and flow-weighted concentration method could provide more robust and accurate estimation results regardless of the sampling frequency. The Beale ratio method performed better when samples were sparse rather than when samples were sufficient. 2) The application of regression method was conditional, heavily depending on the significance of flow-sediment correlations. Increasing storm samples in the entire calculation dataset could improve the estimation accuracy. This study could provide a useful option in designing water sampling procedures and estimating pollutant loadings in watersheds characterized by pulsed runoffs.
苏静君, 李叙勇, 吴震. 利用实测值估算断面泥沙年负荷的方法比较[J]. 中国环境科学, 2017, 37(1): 218-228.
SU Jing-jun, LI Xu-yong, WU Zhen. Comparison of different methods estimating annual sediment loads in river cross sections based on irregularly measured data. CHINA ENVIRONMENTAL SCIENCECE, 2017, 37(1): 218-228.
Johnes P J. Uncertainties in annual riverine phosphorus load estimation:Impact of load estimation methodology, sampling frequency, baseflow index and catchment population density[J]. Journal of Hydrology, 2007,332(1/2):241-258.
Dolan D M, Yui A K, Geist R D. Evaluation of river load estimation methods for total phosphorus[J]. Journal of Great Lakes Research, 1981,7(3):207-214.
[4]
Richards R P, Holloway J. Monte Carlo studies of sampling strategies for estimating tributary loads[J]. Water Resources Research, 1987,23(23):1939-1948.
[5]
Williams M R, King K W, Macrae M L, et al. Uncertainty in nutrient loads from tile-drained landscapes:Effect of Sampling frequency, calculation algorithm, and compositing strategy[J]. Journal of Hydrology, 2015,530:306-316.
[6]
Webb B W, Phillips J M, Walling D E, et al. Load estimation methodologies for British Rivers and their relevance to the Lois Racs(R) Programme[J]. Science of The Total Environment, 1997,194-195:379-389.
Quilbé R, Rousseau A N, Duchemin M, et al. Selecting a calculation method to estimate sediment and nutrient loads in streams:Application to the Beaurivage River (Québec, Canada)[J]. Journal of Hydrology, 2006,326(1-4):295-310.
Beale E. Some uses of computers in operational research[J]. Industrielle Organisation, 1962,31(1):27-28.
[11]
Mukhopadhyay B, Smith E H. Comparison of statistical methods for estimation of nutrient load to surface reservoirs for sparse data set:Application with a modified model for phosphorus availability[J]. Water Research, 2000,34(12):3258-3268.
[12]
Park Y S, Engel B A. Analysis for regression model behavior by sampling strategy for annual pollutant load estimation[J]. Journal of Environmental Quality, 2015,44(6):1843-1851.
Thomas R B, Lewis J. An evaluation of flow-stratified sampling for estimating suspended sediment loads[J]. Journal of Hydrology, 1995,170(1):27-45.
[21]
Littlewood I, Marsh T. Annual freshwater river mass loads from great britain, 1975-1994:Estimation algorithm, database and monitoring network issues[J]. Journal of Hydrology, 2005, 304(1):221-237.
[22]
Cassidy R, Jordan P. Limitations of instantaneous water quality sampling in surface-water catchments:comparison with near-continuous phosphorus time-series data[J]. Journal of Hydrology, 2011,405(1/2):182-193.
[23]
Withers P J A, Jarvie H P. Delivery and cycling of phosphorus in rivers:A review[J]. Science of The Total Environment, 2008, 400(1-3):379-395.
Walling D E, Webb B W. The Reliability of Suspended Sediment Load Data, Erosion and Sediment Transport Measurement[C]//Proceedings of the Florence Symposium. IAHS Publication, 1981,133:177-194.
[26]
Walling D E, Webb B W. The Reliability of rating curve estimates of suspended sediment yield:Some further comments[C]//Proceedings of the Porto Alegre Symposium, Sediment Budgets[C]. IAHS Publication, 1988,174:337-350.
[27]
Horowitz A J. An Evaluation of sediment rating curves for estimating suspended sediment concentrations for subsequent flux calculations[J]. Hydrological processes, 2003,17(17):3387- 3409.
[28]
ParkYS, Engel B A. Use of pollutant load regression models with various sampling frequencies for annual load estimation[J]. Water, 2014,6(6):1685-1697.
[29]
Su J, van Bochove E, Thériault G, et al. Effects of snowmelt on phosphorus and sediment losses from agricultural watersheds in eastern canada[J]. Agricultural water management, 2011,98(5):867-876.