An un-mixing model to study watershed erosion processes

Advances in Water Resources

Volumn 31, Issue 1, 2008, Pages 96-108

  Fox, J F ^a   Papanicolaou, A N ^b  

^a UNIVERSITY OF KENTUCKY   (United States)

^b UNIVERSITY OF IOWA   (United States)

Author keywords

Bayesian; Fingerprinting; Probabilistic; Sediment transport; Soil erosion; Un mixing model

Indexed keywords

EROSION; MARKOV PROCESSES; MATHEMATICAL MODELS; MONTE CARLO METHODS; SEDIMENT TRANSPORT; SENSITIVITY ANALYSIS; SLOPE STABILITY; TRANSPORT PROPERTIES;

BAYESIAN MARKOV CHAIN MONTE CARLO FRAMEWORK; FINGERPRINTING; UN-MIXING MODEL;

WATERSHEDS;

EROSION; MARKOV PROCESSES; MATHEMATICAL MODELS; MONTE CARLO METHODS; SEDIMENT TRANSPORT; SENSITIVITY ANALYSIS; SLOPE STABILITY; TRANSPORT PROPERTIES; WATERSHEDS;

BAYESIAN ANALYSIS; MARKOV CHAIN; MONTE CARLO ANALYSIS; NUMERICAL MODEL; PROBABILITY; SEDIMENT TRANSPORT; SOIL EROSION; WATERSHED;

IDAHO; NORTH AMERICA; UNITED STATES;

EID: 36049018963     PISSN: 03091708     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.advwatres.2007.06.008     Document Type: Article

References (35)

1. Alonso C.V., and Bennett S.J. Predicting headcut migration in concentrated flows typical of upland areas. Water Resour Res 38 12 (2002) 39-1-39-15
2. 13C on experimental field plots in the Venezuelan Andes. Catena 58 2 (2004) 125-150
3. Billheimer D. Compositional receptor modeling. Environmetrics 12 (2001) 451-467
4. Brewer MJ, Dunn SM, Soulsby C. A Bayesian model for compositional data analysis. In: Proceedings of Compstat, Berlin, 2002. p. 105-10.
5. Collins A.L., Walling D.E., and Leeks G.J.L. Use of composite fingerprints to determine the provenance of the contemporary suspended sediment load transported by rivers. Earth Surf Process Landforms 23 (1998) 31-52
6. DeGroot M.H., and Schervish M.J. Probability and statistics. 3rd ed. (2002), Addison Wesley, Boston
7. Faure G. Principles of isotope geology. 2nd ed. (1986), John Wiley & Sons, New York
8. Fox JF. Fingerprinting using biogeochemical tracers to investigate watershed processes. PhD thesis, University of Iowa, Iowa City, 2005.
9. Fox J.F., and Papanicolaou A.N. The use of carbon and nitrogen stable isotopes to study watershed erosion processes. J Am Water Resour Assoc 43 4 (2007) 1-18
10. 13C, and C/N signatures of eroded-soil. Presented at RCEM 2005 conference, Champagne, IL, 2005.
11. Gill J. Bayesian methods (2002), Chapman & Hall, Boca Raton
12. Gruszowski K.E., Foster I.D.L., Lees J.A., and Charlesworth S.M. Sediment sources and transport pathways in a rural catchment, Herefordshire, UK. Hydrol Process 17 (2003) 2665-2681
13. Heaton T.H.E. Isotopic studies of nitrogen pollution in the hydrosphere and atmosphere: a review. Chem Geol (Isot Geosci Sect) 59 (1986) 87-102
14. Hunt A.G., and Papanicolaou A.N. Tests of predicted downstream transport of clasts in turbulent flow. Adv Water Resour 26 (2003) 1205-1211
15. Lunn D.J., Thomos A., Best N., and Spiegelhalter D. WinBUGS - a Bayesian modeling framework: concepts, structure, and extensibility. Stat Comput 10 (2000) 325-337
16. McCool D.K., George G.O., Freckleton M., Douglas C.L., and Papendick R.I. Topographic effect on erosion from cropland in the Northwestern Wheat Region. Trans Am Soc Agric Eng 36 4 (1993) 1067-1071
17. McCool D., Pannkuk C., Saxton K., and Kalita P. Winter runoff and erosion on northwestern USA cropland. Int J Sediment Res 15 2 (2000) 149-161
18. Montgomery J.A., Busacca A.J., Frazier B.E., and McCool D.K. Evaluating soil movement using cesium-137 and the revised universal soil loss equation. Soil Sci Soc Am J 61 2 (1997) 571-579
19. Motha J.A., Wallbrink P.J., Hairsine P.B., and Grayson R.B. Tracer properties of eroded sediment and source material. Hydrol Process 16 (2002) 1983-2000
20. Nagle D., and Ritchie B. Wheat field erosion rates and channel bottom sediment sources in an intensively cropped Northeastern Oregon drainage basin. Land Degrad Dev 15 (2004) 15-26
21. Pansu M., Gautheyrou J., and Loyer J.Y. Soil analysis (2001), A.A. Balkema Publishers, Lisse
22. Papanicolaou AN, Knapp D, Strom K. Bedload predictions using the concept of virtual velocity: applications. In: Proceedings of the ASCE/EWRI and IAHR international conference on hydraulic measurements and experimental methods, Estes Park, CO, vol. 202. 2002. p. 23-9.
23. Papanicolaou A.N., Fox J.F., and Marshall J. Sediment source fingerprinting in the Palouse River Watershed, USA. Int J Sediment Res 18 2 (2003) 278-284
24. Phillips J.M., Russell M.A., and Walling D.E. Time-integrated sampling of fluvial suspended sediment: a simple methodology for small catchments. Hydrol Process 14 (2000) 2589-2602
25. Renard KG, Foster GR, Weesies GA, McCool DK, Yoder DC. Predicting soil erosion by water: a guide to conservation planning with the Revised Universal Soil Loss equation (RUSLE). Agr Hndbk No 703, US Dept of Agr, 1997.
26. Slattery MC, Burt TP, Walden J. The application of mineral magnetic measurements to quantify within-storm variations in suspended sediment sources. In: Leibundgut CH (editor), Tracer technologies for hydrological systems. IAHS Publication No 229, IAHS Press: Wallingford; 1995. p. 143-51.
27. Smith RE, Williams JR. Simulation of surface water hydrology. In: CREAMS, A field scale model for chemicals, runoff, and erosion from agricultural management systems. Cons Res Rpt 26. Agr Res Serv, US Dept Agr, Washington, DC, 1980. p. 15.
28. Soulsby C., Petrya J., Brewerb M.J., Dunnc S.M., Otta B., and Malcolma I.A. Identifying and assessing uncertainty in hydrological pathways: a novel approach to end member mixing in a Scottish agricultural catchment. J Hydrol 274 (2003) 109-128
29. Spiegelhalter D., Thomas A., Best N., and Lunn D. WinBUGS user manual version 1.4 (2000), MRC Biostatistics Unit, Institute of Public Health, UK
30. 15N extracted from groundwater determined by continuous-flow elemental analyzer/isotope ratio mass spectrometry. Rapid Commun Mass Spectrom 14 (2000) 1266-1268
31. Theurer FD, Clarke CD. Wash load component for sediment yield modeling. In: Proceedings of the fifth interagency sedimentation conference, 1991.
32. Valero-Garces B.L., Navas A., Machin J., and Walling D. Sediment sources and siltation in mountain reservoirs: a case study from the central Spanish Pyrenees. Geomorphology 28 (1999) 23-41
33. Vanden Bygaart A.J., and Protz R. Bomb-fallout Cs-137 as a marker of geomorphic stability in dune sands and soils, Pinery Provincial Park, Ontario, Canada. Earth Surf Process Landforms 26 (2001) 689-700
34. Walling D.E., and Amos C.M. Source, storage and mobilisation of fine sediment in a chalk stream system. Hydrol Process 13 (1999) 323-340
35. Wondzell S.M., and King J.G. Postfire erosional processes in the Pacific Northwest and Rocky Mountain regions. Forest Ecol Manage 178 (2003) 75-87