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Volumn 387, Issue 3-4, 2010, Pages 221-232

Hydrological model uncertainty assessment in southern Africa

Author keywords

A priori parameter estimation; Hydrological models; Uncertainty

Indexed keywords

CLIMATE DATA; DATA SCARCITY; DEGREE OF UNCERTAINTY; ECONOMIC DEVELOPMENT; HUMAN RESOURCES; HYDROLOGICAL MODELS; INTER-DEPENDENCIES; MODEL RESPONSE; PARAMETER UNCERTAINTY; PARAMETER VALUES; PHYSIOGRAPHIC REGIONS; PRIORI PARAMETER ESTIMATION; PROBABILITY ESTIMATE; RAINFALL-RUNOFF MODELS; SETTING PARAMETERS; SOURCES OF UNCERTAINTY; SOUTH AFRICA; TIME STEP; UNCERTAINTY; UNCERTAINTY BOUNDS; UNCERTAINTY ESTIMATION; USER ATTITUDES; WATER RESOURCES ASSESSMENT;

EID: 78049281362     PISSN: 00221694     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jhydrol.2010.04.010     Document Type: Article
Times cited : (45)

References (35)
  • 1
    • 78049253716 scopus 로고    scopus 로고
    • AGIS, Agricultural Geo-Referenced Information System. (accessed March 2008).
    • AGIS, 2007. Agricultural Geo-Referenced Information System. (accessed March 2008). http://www.agis.agric.za.
    • (2007)
  • 2
    • 33644526990 scopus 로고    scopus 로고
    • A manifesto for the equifinalty thesis
    • Beven K. A manifesto for the equifinalty thesis. J. Hydrol. 2006, 320:18-36.
    • (2006) J. Hydrol. , vol.320 , pp. 18-36
    • Beven, K.1
  • 3
    • 0027009437 scopus 로고
    • The future of distributed models: model calibration and uncertainty prediction
    • Beven K., Binley A.M. The future of distributed models: model calibration and uncertainty prediction. Hydrol. Process. 1992, 6:279-298.
    • (1992) Hydrol. Process. , vol.6 , pp. 279-298
    • Beven, K.1    Binley, A.M.2
  • 4
    • 0035426008 scopus 로고    scopus 로고
    • Equifinality, data assimilation, and uncertainty estimation in mechanistic modelling of complex environmental systems using the GLUE methodology
    • Beven K., Freer J. Equifinality, data assimilation, and uncertainty estimation in mechanistic modelling of complex environmental systems using the GLUE methodology. J. Hydrol. 2001, 249:11-29.
    • (2001) J. Hydrol. , vol.249 , pp. 11-29
    • Beven, K.1    Freer, J.2
  • 5
    • 78049313839 scopus 로고    scopus 로고
    • Preparation and Production of a Series of GIS-Based Maps to Identify Areas where Groundwater Contributes to Baseflow. GEOSS Report No. G2005/02-1. Stellenbosch, South Africa.
    • Conrad, J., 2005. Preparation and Production of a Series of GIS-Based Maps to Identify Areas where Groundwater Contributes to Baseflow. GEOSS Report No. G2005/02-1. Stellenbosch, South Africa.
    • (2005)
    • Conrad, J.1
  • 6
    • 0029659801 scopus 로고    scopus 로고
    • Bayesian estimation on uncertainty in runoff prediction and the value of data: an application of the GLUE approach
    • Freer J.E., Beven K.J., Ambroise B. Bayesian estimation on uncertainty in runoff prediction and the value of data: an application of the GLUE approach. Water Resour. Res. 1996, 32:2161-2173.
    • (1996) Water Resour. Res. , vol.32 , pp. 2161-2173
    • Freer, J.E.1    Beven, K.J.2    Ambroise, B.3
  • 7
    • 78049315592 scopus 로고    scopus 로고
    • Southern African FRIEND - The Application of Rainfall-Runoff Models in the SADC Region. Water Research Commission, Report No. 235/1/97. Pretoria, South Africa.
    • Hughes, D.A., 1997. Southern African FRIEND - The Application of Rainfall-Runoff Models in the SADC Region. Water Research Commission, Report No. 235/1/97. Pretoria, South Africa.
    • (1997)
    • Hughes, D.A.1
  • 8
    • 2142706808 scopus 로고    scopus 로고
    • Incorporating ground water recharge and discharge functions into an existing monthly rainfall-runoff model
    • Hughes D.A. Incorporating ground water recharge and discharge functions into an existing monthly rainfall-runoff model. Hydrol. Sci. J. 2004, 49(2):297-311.
    • (2004) Hydrol. Sci. J. , vol.49 , Issue.2 , pp. 297-311
    • Hughes, D.A.1
  • 9
    • 33745765712 scopus 로고    scopus 로고
    • Water resources estimation in less developed regions - issues of uncertainty associated with a lack of data. In: Prediction in Ungauged Basins: Promises and Progress, Proceedings of symposium S7, 7th IAHS Scientific Assembly, Foz do Iguaçu, Brazil, April 2005. IAHS Publ.
    • Hughes, D.A., 2006. Water resources estimation in less developed regions - issues of uncertainty associated with a lack of data. In: Prediction in Ungauged Basins: Promises and Progress, Proceedings of symposium S7, 7th IAHS Scientific Assembly, Foz do Iguaçu, Brazil, April 2005. IAHS Publ. 303, pp. 72-79.
    • (2006) , vol.303 , pp. 72-79
    • Hughes, D.A.1
  • 10
    • 77949600131 scopus 로고    scopus 로고
    • Unsaturated zone fracture flow contributions to stream flow: evidence for the process in South Africa and its importance
    • Hughes D.A. Unsaturated zone fracture flow contributions to stream flow: evidence for the process in South Africa and its importance. Hydrol. Process. 2010, 24:767-774.
    • (2010) Hydrol. Process. , vol.24 , pp. 767-774
    • Hughes, D.A.1
  • 11
    • 33747331958 scopus 로고    scopus 로고
    • A generic database and spatial interface for the application of hydrological and water resource models
    • Hughes D.A., Forsyth D.A. A generic database and spatial interface for the application of hydrological and water resource models. Comput. Geosci. 2006, 32:1389-1402.
    • (2006) Comput. Geosci. , vol.32 , pp. 1389-1402
    • Hughes, D.A.1    Forsyth, D.A.2
  • 12
    • 0028174434 scopus 로고
    • A semi-distributed, variable time interval model of catchment hydrology - structure and parameter estimation procedures
    • Hughes D.A., Sami K. A semi-distributed, variable time interval model of catchment hydrology - structure and parameter estimation procedures. J. Hydrol. 1994, 155:265-291.
    • (1994) J. Hydrol. , vol.155 , pp. 265-291
    • Hughes, D.A.1    Sami, K.2
  • 13
    • 33750442551 scopus 로고    scopus 로고
    • Regional calibration of the Pitman model for the Okavango River
    • Hughes D.A., Andersson L., Wilk J., Savenije H.H.G. Regional calibration of the Pitman model for the Okavango River. J. Hydrol. 2006, 331:30-42.
    • (2006) J. Hydrol. , vol.331 , pp. 30-42
    • Hughes, D.A.1    Andersson, L.2    Wilk, J.3    Savenije, H.H.G.4
  • 14
    • 47249130304 scopus 로고    scopus 로고
    • Towards revised physically-based parameter estimation methods for the Pitman monthly rainfall-runoff model
    • Kapangaziwiri E., Hughes D.A. Towards revised physically-based parameter estimation methods for the Pitman monthly rainfall-runoff model. Water SA 2008, 32(2):183-191.
    • (2008) Water SA , vol.32 , Issue.2 , pp. 183-191
    • Kapangaziwiri, E.1    Hughes, D.A.2
  • 15
    • 33646510313 scopus 로고    scopus 로고
    • Bayesian analysis of input uncertainty in hydrological modelling. 1: theory
    • Kavetski D., Kuczera G., Franks S.W. Bayesian analysis of input uncertainty in hydrological modelling. 1: theory. Water Resour. Res. 2006, 42:W03407. 10.1029/2005WR004368.
    • (2006) Water Resour. Res. , vol.42
    • Kavetski, D.1    Kuczera, G.2    Franks, S.W.3
  • 16
    • 2142847337 scopus 로고    scopus 로고
    • Hydrology laboratory research modeling system (HL-RMS) of the US national weather service
    • Koren V., Reed S., Smith M., Zhang Z., Seo D.-J. Hydrology laboratory research modeling system (HL-RMS) of the US national weather service. J. Hydrol. 2004, 291:297-318.
    • (2004) J. Hydrol. , vol.291 , pp. 297-318
    • Koren, V.1    Reed, S.2    Smith, M.3    Zhang, Z.4    Seo, D.-J.5
  • 17
    • 0002705510 scopus 로고
    • On the dynamics of the coefficient of water percolation in soils and on the necessity for studying it from a dynamic point of view for purposes of amelioration. In: Trans. 6th Int. Soc. Soil Sci., Russian Part A
    • Kostiakov, A.N., 1932. On the dynamics of the coefficient of water percolation in soils and on the necessity for studying it from a dynamic point of view for purposes of amelioration. In: Trans. 6th Int. Soc. Soil Sci., Russian Part A, pp. 17-21.
    • (1932) , pp. 17-21
    • Kostiakov, A.N.1
  • 18
    • 78049246813 scopus 로고    scopus 로고
    • Estimation of Flow Characteristics of Ungauged Catchments: Case Study in Zimbabwe. Unpublished PhD Thesis, Univ. of Wageningen, Netherlands.
    • Mazvimavi, D., 2003. Estimation of Flow Characteristics of Ungauged Catchments: Case Study in Zimbabwe. Unpublished PhD Thesis, Univ. of Wageningen, Netherlands.
    • (2003)
    • Mazvimavi, D.1
  • 19
    • 78049267434 scopus 로고
    • Surface Water Resources of South Africa 1990, Water Research Commission Reports No. 298/1.1/94 to 298/6.1/94. Pretoria, South Africa.
    • Midgley, D.C., Pitman, W.V., Middleton, B.J., 1994. Surface Water Resources of South Africa 1990, vols. I-VI. Water Research Commission Reports No. 298/1.1/94 to 298/6.1/94. Pretoria, South Africa.
    • (1994) , vol.1-6
    • Midgley, D.C.1    Pitman, W.V.2    Middleton, B.J.3
  • 20
    • 33947533125 scopus 로고    scopus 로고
    • What do we mean by 'uncertainty'? The need for a consistent wording about uncertainty assessment in hydrology
    • Montanari A. What do we mean by 'uncertainty'? The need for a consistent wording about uncertainty assessment in hydrology. Hydrol. Process. 2007, 21:841-845. 10.1002/hyp. 6623.
    • (2007) Hydrol. Process. , vol.21 , pp. 841-845
    • Montanari, A.1
  • 21
    • 0014776873 scopus 로고
    • River flow forecasting through conceptual models. Part I - a discussion of principles
    • Nash J.E., Sutcliffe J.V. River flow forecasting through conceptual models. Part I - a discussion of principles. J. Hydrol. 1970, 10:282-290.
    • (1970) J. Hydrol. , vol.10 , pp. 282-290
    • Nash, J.E.1    Sutcliffe, J.V.2
  • 22
    • 33745445005 scopus 로고    scopus 로고
    • Ignorance is bliss: or seven reasons not to use uncertainty analysis
    • Pappenberger F., Beven K. Ignorance is bliss: or seven reasons not to use uncertainty analysis. Water Resour. Res. 2006, 42:W05302. 10.1029/2005WR004820.
    • (2006) Water Resour. Res. , vol.42
    • Pappenberger, F.1    Beven, K.2
  • 23
    • 78049258039 scopus 로고
    • A Mathematical Model for Generating River Flows from Meteorological Data in South Africa. Report No. Hydrological Research Unit, University of the Witwatersrand, Johannesburg, South Africa.
    • Pitman, W.V., 1973. A Mathematical Model for Generating River Flows from Meteorological Data in South Africa. Report No. 2/73. Hydrological Research Unit, University of the Witwatersrand, Johannesburg, South Africa.
    • (1973) , Issue.2-73
    • Pitman, W.V.1
  • 24
    • 36048959827 scopus 로고    scopus 로고
    • Identification of uncertainty sources in distributed hydrological modelling: case study of the Grote Nete catchment in Belgium
    • Rubarenzya M.H., Willems P., Berlemont J. Identification of uncertainty sources in distributed hydrological modelling: case study of the Grote Nete catchment in Belgium. Water SA 2007, 33(5):633-642.
    • (2007) Water SA , vol.33 , Issue.5 , pp. 633-642
    • Rubarenzya, M.H.1    Willems, P.2    Berlemont, J.3
  • 25
    • 0030136087 scopus 로고    scopus 로고
    • A comparison of recharge estimates to a fractured sedimentary aquifer in South Africa from a chloride mass balance and an integrated surface-subsurface model
    • Sami K., Hughes D.A. A comparison of recharge estimates to a fractured sedimentary aquifer in South Africa from a chloride mass balance and an integrated surface-subsurface model. J. Hydrol. 1996, 179:111-136.
    • (1996) J. Hydrol. , vol.179 , pp. 111-136
    • Sami, K.1    Hughes, D.A.2
  • 26
    • 55749083716 scopus 로고    scopus 로고
    • Assessment of rainfall-runoff model input uncertainties on simulated runoff in southern Africa. In: Quantification and Reduction of Predictive Uncertainty for Sustainable Water Resource Management, Proceedings of Symposium HS2004 at IUGG2007, Perugia, July 2007. IAHS Publ.
    • Sawunyama, T., Hughes, D.A., 2007. Assessment of rainfall-runoff model input uncertainties on simulated runoff in southern Africa. In: Quantification and Reduction of Predictive Uncertainty for Sustainable Water Resource Management, Proceedings of Symposium HS2004 at IUGG2007, Perugia, July 2007. IAHS Publ. 313, pp. 98-106.
    • (2007) , vol.313 , pp. 98-106
    • Sawunyama, T.1    Hughes, D.A.2
  • 28
    • 0034794967 scopus 로고    scopus 로고
    • Bayesian recursive parameter estimation for hydrologic models
    • Thiemann M., Trosset M., Gupta H., Sorooshian S. Bayesian recursive parameter estimation for hydrologic models. Water Resour. Res. 2001, 37(10):2521-2535.
    • (2001) Water Resour. Res. , vol.37 , Issue.10 , pp. 2521-2535
    • Thiemann, M.1    Trosset, M.2    Gupta, H.3    Sorooshian, S.4
  • 29
    • 1542757127 scopus 로고    scopus 로고
    • A shuffled complex evolution Metropolis algorithm for optimization and uncertainty assessment of hydrologic model parameters
    • Vrugt J.A., Gupta H.V., Bouten E., Sorooshian S. A shuffled complex evolution Metropolis algorithm for optimization and uncertainty assessment of hydrologic model parameters. Water Resour. Res. 2003, 39(8). 10.1029/2002WR001642.
    • (2003) Water Resour. Res. , vol.39 , Issue.8
    • Vrugt, J.A.1    Gupta, H.V.2    Bouten, E.3    Sorooshian, S.4
  • 30
    • 14944365603 scopus 로고    scopus 로고
    • Improved treatment of uncertainty in hydrologic modeling: combining the strengths of global optimization and data assimilation
    • Vrugt J.A., Diks C.G.H., Gupta H.V., Bouten E., Verstraten J.M. Improved treatment of uncertainty in hydrologic modeling: combining the strengths of global optimization and data assimilation. Water Resour. Res. 2005, 41(1). 10.1029/2004WR003059.
    • (2005) Water Resour. Res. , vol.41 , Issue.1
    • Vrugt, J.A.1    Diks, C.G.H.2    Gupta, H.V.3    Bouten, E.4    Verstraten, J.M.5
  • 31
    • 33846799316 scopus 로고    scopus 로고
    • Numerical and visual evaluation of hydrological and environmental models using the Monte Carlo analysis toolbox
    • Wagener T., Kollat J. Numerical and visual evaluation of hydrological and environmental models using the Monte Carlo analysis toolbox. Environ. Modell. Software 2007, 22:1021-1033. 10.1016/j.envsoft.2006.06.017.
    • (2007) Environ. Modell. Software , vol.22 , pp. 1021-1033
    • Wagener, T.1    Kollat, J.2
  • 32
    • 26444531130 scopus 로고    scopus 로고
    • Identification of hydrologic models for operational purposes
    • Wagener T., McIntyre N. Identification of hydrologic models for operational purposes. Hydrol. Sci. J. 2005, 50(5):735-751.
    • (2005) Hydrol. Sci. J. , vol.50 , Issue.5 , pp. 735-751
    • Wagener, T.1    McIntyre, N.2
  • 34
    • 34248171887 scopus 로고    scopus 로고
    • Regionalization of constraints on expected watershed response for improved predictions in ungauged basins
    • Yadav M., Wagener T., Gupta H. Regionalization of constraints on expected watershed response for improved predictions in ungauged basins. Adv. Water Resour. 2007, 30:1756-1774. 10.1016/j.advwatres.2007.01.005.
    • (2007) Adv. Water Resour. , vol.30 , pp. 1756-1774
    • Yadav, M.1    Wagener, T.2    Gupta, H.3
  • 35
    • 0032579570 scopus 로고    scopus 로고
    • Multi-objective global optimization for hydrologic models
    • Yapo P.O., Gupta H., Sorooshian S. Multi-objective global optimization for hydrologic models. J. Hydrol. 1998, 204:83-97.
    • (1998) J. Hydrol. , vol.204 , pp. 83-97
    • Yapo, P.O.1    Gupta, H.2    Sorooshian, S.3


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