메뉴 건너뛰기




Volumn 380, Issue 3-4, 2010, Pages 277-288

Watershed model calibration using multi-objective optimization and multi-site averaging

Author keywords

Chesapeake Bay; GWLF watershed model; Multi objective optimization; Multi site averaging; Parameter estimation; Watershed model calibration

Indexed keywords

CALIBRATION SITE; CHESAPEAKE BAY; CUMULATIVE ERRORS; LOADING FUNCTION; MARYLAND; MODEL PARAMETERS; MODEL PERFORMANCE; MULTI-SITE; MULTI-SITE AVERAGING; MULTIPLE CALIBRATION; MULTIPLE OBJECTIVES; OPTIMIZATION ALGORITHMS; PARAMETER VALUES; PREDICTION ERRORS; RIVER BASINS; TOTAL NITROGEN; TOTAL PHOSPHORUS; UNITED STATES OF AMERICA; WATERSHED MODELS; WEIGHTED AVERAGES; WEIGHTED AVERAGING;

EID: 72249089302     PISSN: 00221694     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jhydrol.2009.11.003     Document Type: Article
Times cited : (57)

References (51)
  • 2
    • 33144465732 scopus 로고    scopus 로고
    • Mapping watershed boundaries using digital elevation data: implications for landcover analysis of nutrient discharge
    • Baker M.E., Weller D.E., and Jordan T.E. Mapping watershed boundaries using digital elevation data: implications for landcover analysis of nutrient discharge. Photogramm. Eng. Rem. S. 72 (2006) 159-168
    • (2006) Photogramm. Eng. Rem. S. , vol.72 , pp. 159-168
    • Baker, M.E.1    Weller, D.E.2    Jordan, T.E.3
  • 3
    • 34447102221 scopus 로고    scopus 로고
    • Multi-objective automatic calibration of SWAT using NSGA-II
    • Bekele E.G., and Nicklow J.W. Multi-objective automatic calibration of SWAT using NSGA-II. J. Hydrol. 341 (2007) 165-176
    • (2007) J. Hydrol. , vol.341 , pp. 165-176
    • Bekele, E.G.1    Nicklow, J.W.2
  • 4
    • 0033762270 scopus 로고    scopus 로고
    • Uniqueness of place and process representations in hydrological modelling
    • Beven K.J. Uniqueness of place and process representations in hydrological modelling. Hydrol. Earth. Syst. Sci. 4 2 (2000) 203-213
    • (2000) Hydrol. Earth. Syst. Sci. , vol.4 , Issue.2 , pp. 203-213
    • Beven, K.J.1
  • 5
    • 38349170698 scopus 로고    scopus 로고
    • Empirical models based on the universal soil loss equation fail to predict sediment discharges from Chesapeake Bay catchments
    • Boomer K.B., Weller D.E., and Jordan T.E. Empirical models based on the universal soil loss equation fail to predict sediment discharges from Chesapeake Bay catchments. J. Environ. Qual. 37 (2008) 79-89
    • (2008) J. Environ. Qual. , vol.37 , pp. 79-89
    • Boomer, K.B.1    Weller, D.E.2    Jordan, T.E.3
  • 7
    • 0034508765 scopus 로고    scopus 로고
    • Toward improved calibration of hydrologic models: combining the strength of manual and automatic methods
    • Boyle D.P., Gupta H.V., and Sorooshian S. Toward improved calibration of hydrologic models: combining the strength of manual and automatic methods. Water Resour. Res. 36 (2000) 3663-3674
    • (2000) Water Resour. Res. , vol.36 , pp. 3663-3674
    • Boyle, D.P.1    Gupta, H.V.2    Sorooshian, S.3
  • 8
    • 0005725066 scopus 로고
    • Standards for digital elevation models
    • American Society for Photogrammetry and Remote Sensing and American Congress on Surveying and Mapping, Falls Church, Virginia
    • Caruso, V., 1987. Standards for digital elevation models. In: ASPRS-ACSM Annual Convention. American Society for Photogrammetry and Remote Sensing and American Congress on Surveying and Mapping, Falls Church, Virginia, vol. 4, pp. 159-166.
    • (1987) ASPRS-ACSM Annual Convention , vol.4 , pp. 159-166
    • Caruso, V.1
  • 9
    • 0034792476 scopus 로고    scopus 로고
    • Effects of climate change on streamflow and nutrient loading
    • Chang H., Evans B., and Easterling D. Effects of climate change on streamflow and nutrient loading. J. Am. Water Resour. Assoc. 37 (2001) 973-986
    • (2001) J. Am. Water Resour. Assoc. , vol.37 , pp. 973-986
    • Chang, H.1    Evans, B.2    Easterling, D.3
  • 10
    • 0001855531 scopus 로고
    • An overview of the Rhode River watershed research program
    • Correll D.L. (Ed), Smithsonian Institution, Edgewater, MD
    • Correll D.L. An overview of the Rhode River watershed research program. In: Correll D.L. (Ed). Watershed Research in Eastern North America - A Workshop to Compare Results (1977), Smithsonian Institution, Edgewater, MD 105-123
    • (1977) Watershed Research in Eastern North America - A Workshop to Compare Results , pp. 105-123
    • Correll, D.L.1
  • 11
    • 0033213932 scopus 로고    scopus 로고
    • Effects of precipitation and air temperature on nitrogen discharges from Rhode River watersheds
    • Correll D.L., Jordan T.E., and Weller D.E. Effects of precipitation and air temperature on nitrogen discharges from Rhode River watersheds. Water Air Soil Poll. 115 (1999)
    • (1999) Water Air Soil Poll. , vol.115
    • Correll, D.L.1    Jordan, T.E.2    Weller, D.E.3
  • 12
    • 0032911098 scopus 로고    scopus 로고
    • Effects of precipitation and air temperature on phosphorus fluxes from Rhode River watersheds
    • Correll D.L., Jordan T.E., and Weller D.E. Effects of precipitation and air temperature on phosphorus fluxes from Rhode River watersheds. J. Environ. Qual. 28 (1999) 144-154
    • (1999) J. Environ. Qual. , vol.28 , pp. 144-154
    • Correll, D.L.1    Jordan, T.E.2    Weller, D.E.3
  • 13
    • 4244171617 scopus 로고    scopus 로고
    • Review of Watershed Water Quality Models. US Army Corps of Engineers
    • Tech. Rep. W-99-1
    • Deliman, P.N., Glick, R.H., Ruiz, C.E., 1999. Review of Watershed Water Quality Models. US Army Corps of Engineers, Tech. Rep. W-99-1.
    • (1999)
    • Deliman, P.N.1    Glick, R.H.2    Ruiz, C.E.3
  • 14
    • 0038036700 scopus 로고    scopus 로고
    • Methodologies for calibration and predictive analysis of a watershed model
    • Doherty J., and Johnston J.M. Methodologies for calibration and predictive analysis of a watershed model. J. Am. Water Resour. Assoc. 39 2 (2003) 251-265
    • (2003) J. Am. Water Resour. Assoc. , vol.39 , Issue.2 , pp. 251-265
    • Doherty, J.1    Johnston, J.M.2
  • 15
    • 0026445234 scopus 로고
    • Effective and efficient global optimization for conceptual rainfall-runoff models
    • Duan Q., Sorooshian S., and Gupta V.K. Effective and efficient global optimization for conceptual rainfall-runoff models. Water Resour. Res. 28 (1992) 1015-1031
    • (1992) Water Resour. Res. , vol.28 , pp. 1015-1031
    • Duan, Q.1    Sorooshian, S.2    Gupta, V.K.3
  • 16
    • 34247570378 scopus 로고    scopus 로고
    • A comparison of alternative multiobjective calibration strategies for hydrological modeling
    • 10.1029/2006WR005098
    • Fenicia F., Savenije H.H.G., Matgen P., and Pfister L. A comparison of alternative multiobjective calibration strategies for hydrological modeling. Water Resour. Res. 43 (2007) W03434 10.1029/2006WR005098
    • (2007) Water Resour. Res. , vol.43
    • Fenicia, F.1    Savenije, H.H.G.2    Matgen, P.3    Pfister, L.4
  • 17
    • 32944468015 scopus 로고    scopus 로고
    • Cultural eutrophication in the Choptank and Patuxent River estuaries of Chesapeake Bay
    • Fisher T.R., Hagy III J.D., Boynton W.R., and Williams M.R. Cultural eutrophication in the Choptank and Patuxent River estuaries of Chesapeake Bay. Limnol. Oceanogr. 51 (2006) 435-447
    • (2006) Limnol. Oceanogr. , vol.51 , pp. 435-447
    • Fisher, T.R.1    Hagy III, J.D.2    Boynton, W.R.3    Williams, M.R.4
  • 18
    • 0002063955 scopus 로고
    • Eutrophication in the sea
    • Colombo G., Ferrari I., Cecchereli V.U., and Rossi R. (Eds), Olsen & Olsen, Fredensborg
    • Gray J.S. Eutrophication in the sea. In: Colombo G., Ferrari I., Cecchereli V.U., and Rossi R. (Eds). Marine Eutrophication and Population Dynamics (1992), Olsen & Olsen, Fredensborg 3-15
    • (1992) Marine Eutrophication and Population Dynamics , pp. 3-15
    • Gray, J.S.1
  • 19
    • 0031922634 scopus 로고    scopus 로고
    • Toward improved calibration of hydrologic models: multiple and noncommensurable measures of information
    • Gupta H.V., Sorooshian S., and Yapo P.O. Toward improved calibration of hydrologic models: multiple and noncommensurable measures of information. Water Resour. Res. 34 (1998) 751-763
    • (1998) Water Resour. Res. , vol.34 , pp. 751-763
    • Gupta, H.V.1    Sorooshian, S.2    Yapo, P.O.3
  • 21
    • 0022151973 scopus 로고
    • An event-based procedure for estimating monthly sediment yields
    • Haith D.A. An event-based procedure for estimating monthly sediment yields. Trans. ASAE 28 6 (1985) 1916-1920
    • (1985) Trans. ASAE , vol.28 , Issue.6 , pp. 1916-1920
    • Haith, D.A.1
  • 22
    • 0023363185 scopus 로고
    • Generalized watershed loading functions for streamflow nutrients
    • Haith D.A., and Shoemaker L.L. Generalized watershed loading functions for streamflow nutrients. Water Resour. Bull. 23 (1987) 471-478
    • (1987) Water Resour. Bull. , vol.23 , pp. 471-478
    • Haith, D.A.1    Shoemaker, L.L.2
  • 24
    • 4143112403 scopus 로고    scopus 로고
    • Development of a 2001 national land-cover database for the United States
    • Homer C., Huang C., Yang L., Wylie B., and Coan M. Development of a 2001 national land-cover database for the United States. Photogramm. Eng. Rem. S. 70 (2004) 829-840
    • (2004) Photogramm. Eng. Rem. S. , vol.70 , pp. 829-840
    • Homer, C.1    Huang, C.2    Yang, L.3    Wylie, B.4    Coan, M.5
  • 25
    • 0026284398 scopus 로고
    • Inputs of sediment and carbon to an estuarine ecosystem: influence of land use
    • Howarth R.W., Fruci J.R., and Sherman D. Inputs of sediment and carbon to an estuarine ecosystem: influence of land use. Ecol. Appl. 1 1 (1991) 27-39
    • (1991) Ecol. Appl. , vol.1 , Issue.1 , pp. 27-39
    • Howarth, R.W.1    Fruci, J.R.2    Sherman, D.3
  • 27
    • 0031149728 scopus 로고    scopus 로고
    • Effects of agriculture on discharges of nutrients from coastal plain watersheds of Chesapeake Bay
    • Jordan T.J., Correll D.L., and Weller D.E. Effects of agriculture on discharges of nutrients from coastal plain watersheds of Chesapeake Bay. J. Environ. Qual. 26 (1997) 836-848
    • (1997) J. Environ. Qual. , vol.26 , pp. 836-848
    • Jordan, T.J.1    Correll, D.L.2    Weller, D.E.3
  • 28
    • 0030693830 scopus 로고    scopus 로고
    • Relating nutrient discharges from watersheds to land use and streamflow variability
    • Jordan T.J., Correll D.L., and Weller D.E. Relating nutrient discharges from watersheds to land use and streamflow variability. Water Resour. Res. 33 (1997) 2579-2590
    • (1997) Water Resour. Res. , vol.33 , pp. 2579-2590
    • Jordan, T.J.1    Correll, D.L.2    Weller, D.E.3
  • 29
    • 0038383601 scopus 로고    scopus 로고
    • Sources of nutrient inputs to the Patuxent River estuary
    • Jordan T.E., Weller D.E., and Correll D.L. Sources of nutrient inputs to the Patuxent River estuary. Estuaries 26 (2003) 226-243
    • (2003) Estuaries , vol.26 , pp. 226-243
    • Jordan, T.E.1    Weller, D.E.2    Correll, D.L.3
  • 31
    • 4143132094 scopus 로고    scopus 로고
    • Confidence intervals for a spatially generalized, continuous simulation flood frequency model for Great Britain
    • 10.1029/2003WR002428
    • Lamb R., and Kay A.L. Confidence intervals for a spatially generalized, continuous simulation flood frequency model for Great Britain. Water Resour. Res. 40 (2004) W07501 10.1029/2003WR002428
    • (2004) Water Resour. Res. , vol.40
    • Lamb, R.1    Kay, A.L.2
  • 32
    • 0034024198 scopus 로고    scopus 로고
    • Modeling the hydrochemistry of the Choptank River basin using GWLF and Arc/Info: 1. Model calibration and validation
    • Lee K.-Y., Fisher T.R., Jordan T.E., Correll D.L., and Weller D.E. Modeling the hydrochemistry of the Choptank River basin using GWLF and Arc/Info: 1. Model calibration and validation. Biogeochemistry 49 (2000) 143-173
    • (2000) Biogeochemistry , vol.49 , pp. 143-173
    • Lee, K.-Y.1    Fisher, T.R.2    Jordan, T.E.3    Correll, D.L.4    Weller, D.E.5
  • 33
    • 0035691169 scopus 로고    scopus 로고
    • Modeling the hydrochemistry of the Choptank River basin using GWLF and Arc/Info: 2. Model application
    • Lee K.-Y., Fisher T.R., and Rochelle-Newall R. Modeling the hydrochemistry of the Choptank River basin using GWLF and Arc/Info: 2. Model application. Biogeochemistry 56 (2001) 311-348
    • (2001) Biogeochemistry , vol.56 , pp. 311-348
    • Lee, K.-Y.1    Fisher, T.R.2    Rochelle-Newall, R.3
  • 34
    • 0034739246 scopus 로고    scopus 로고
    • Automatic calibration of a conceptual rainfall-runoff model using multiple objectives
    • Madsen H. Automatic calibration of a conceptual rainfall-runoff model using multiple objectives. J. Hydrol. 235 (2000) 276-288
    • (2000) J. Hydrol. , vol.235 , pp. 276-288
    • Madsen, H.1
  • 35
    • 0037300813 scopus 로고    scopus 로고
    • Parameter estimation in distributed hydrological catchment modelling using automatic calibration with multiple objectives
    • Madsen H. Parameter estimation in distributed hydrological catchment modelling using automatic calibration with multiple objectives. Adv. Water Resour. 26 (2003) 205-216
    • (2003) Adv. Water Resour. , vol.26 , pp. 205-216
    • Madsen, H.1
  • 36
    • 0018468345 scopus 로고
    • A comparison of three methods for selecting values of input variables in the analysis of output from a computer code
    • McKay M.D., Beckman R.J., and Conover W.J. A comparison of three methods for selecting values of input variables in the analysis of output from a computer code. Technometrics 21 2 (1979) 239-245
    • (1979) Technometrics , vol.21 , Issue.2 , pp. 239-245
    • McKay, M.D.1    Beckman, R.J.2    Conover, W.J.3
  • 37
    • 43049134812 scopus 로고    scopus 로고
    • Spatial proximity, physical similarity, regression and ungaged catchments: a comparison of regionalization approaches based on 913 French catchments
    • 10.1029/2007WR006240
    • Oudin L., Andréassian V., Perrin C., Michel C., and Le Moine N. Spatial proximity, physical similarity, regression and ungaged catchments: a comparison of regionalization approaches based on 913 French catchments. Water Resour. Res. 44 (2008) W03413 10.1029/2007WR006240
    • (2008) Water Resour. Res. , vol.44
    • Oudin, L.1    Andréassian, V.2    Perrin, C.3    Michel, C.4    Le Moine, N.5
  • 38
    • 34247397090 scopus 로고    scopus 로고
    • Multi-objective calibration of a river water quality model-information content of calibration data
    • Rode M., Suhr, and Wriedt U.G. Multi-objective calibration of a river water quality model-information content of calibration data. Ecol. Model. 204 (2007) 129-142
    • (2007) Ecol. Model. , vol.204 , pp. 129-142
    • Rode, M.1    Suhr2    Wriedt, U.G.3
  • 39
    • 0021890326 scopus 로고
    • Eutrophication - the future marine coastal nuisance?
    • Rosenberg R. Eutrophication - the future marine coastal nuisance?. Mar. Pollut. Bull. 16 (1985) 227-231
    • (1985) Mar. Pollut. Bull. , vol.16 , pp. 227-231
    • Rosenberg, R.1
  • 40
    • 0036810680 scopus 로고    scopus 로고
    • Modeling the hydrochemistry of the Cannonsville watershed with Generalized Watershed Loading Functions (GWLF)
    • Schneiderman E.M., Pierson D.C., Lounsbury D.G., and Zion M.S. Modeling the hydrochemistry of the Cannonsville watershed with Generalized Watershed Loading Functions (GWLF). J. Am. Water Resour. Assoc. 38 (2002) 1323-1347
    • (2002) J. Am. Water Resour. Assoc. , vol.38 , pp. 1323-1347
    • Schneiderman, E.M.1    Pierson, D.C.2    Lounsbury, D.G.3    Zion, M.S.4
  • 41
    • 0004035622 scopus 로고    scopus 로고
    • US EPA (US Environmental Protection Agency, EPA 841-B-99-007. Office of Water , Washington, DC
    • US EPA (US Environmental Protection Agency), 1999. Protocols for Developing Nutrient TMDLs. EPA 841-B-99-007. Office of Water (4503 F), Washington, DC.
    • (1999) Protocols for Developing Nutrient TMDLs
  • 42
    • 0004103992 scopus 로고
    • USDA-NRCS US Department of Agriculture-Natural Resources Conservation Service, Data Use Information. National Cartography and GIS Center, Fort Worth, Texas
    • USDA-NRCS (US Department of Agriculture-Natural Resources Conservation Service), 1995. Soil Survey Geographic (SSURGO) Data Base: Data Use Information. National Cartography and GIS Center, Fort Worth, Texas.
    • (1995) Soil Survey Geographic (SSURGO) Data Base
  • 43
    • 1242299669 scopus 로고    scopus 로고
    • Multi-objective autocalibration for semi-distributed water quality models
    • 10.1029/2003WR002284
    • van Griensven A., and Bauwens W. Multi-objective autocalibration for semi-distributed water quality models. Water Resour. Res. 39 12 (2003) 1348 10.1029/2003WR002284
    • (2003) Water Resour. Res. , vol.39 , Issue.12 , pp. 1348
    • van Griensven, A.1    Bauwens, W.2
  • 44
    • 14244251362 scopus 로고    scopus 로고
    • Application and evaluation of ESWAT on the Dender basin and the Wister lake basin
    • van Griensven A., and Bauwens W. Application and evaluation of ESWAT on the Dender basin and the Wister lake basin. Hydrol. Process. 19 3 (2005) 827-838
    • (2005) Hydrol. Process. , vol.19 , Issue.3 , pp. 827-838
    • van Griensven, A.1    Bauwens, W.2
  • 45
    • 35348958826 scopus 로고    scopus 로고
    • A global and efficient multi-objective auto-calibration and uncertainty estimation method for water quality catchment models
    • van Griensven A., and Meixner T. A global and efficient multi-objective auto-calibration and uncertainty estimation method for water quality catchment models. J. Hydroinform. 9 4 (2007) 277-291
    • (2007) J. Hydroinform. , vol.9 , Issue.4 , pp. 277-291
    • van Griensven, A.1    Meixner, T.2
  • 46
    • 0029412324 scopus 로고
    • Monthly water balance of ungauged catchments obtained by geographical regionalization
    • Vandewiele G.L., and Elias A. Monthly water balance of ungauged catchments obtained by geographical regionalization. J. Hydrol. 170 (1995) 277-291
    • (1995) J. Hydrol. , vol.170 , pp. 277-291
    • Vandewiele, G.L.1    Elias, A.2
  • 47
    • 1542442237 scopus 로고    scopus 로고
    • Effective and efficient algorithm for multiobjective optimization of hydrologic models
    • Vrugt J.A., Gupta H.V., Bastidas L.A., Bouten W., and Sorooshian S. Effective and efficient algorithm for multiobjective optimization of hydrologic models. Water Resour. Res. 39 (2003) 1-19
    • (2003) Water Resour. Res. , vol.39 , pp. 1-19
    • Vrugt, J.A.1    Gupta, H.V.2    Bastidas, L.A.3    Bouten, W.4    Sorooshian, S.5
  • 48
    • 33644505802 scopus 로고    scopus 로고
    • Parameter estimation and regionalization for continuous rainfall-runoff models including uncertainty
    • Wagener T., and Wheater H.S. Parameter estimation and regionalization for continuous rainfall-runoff models including uncertainty. J. Hydrol. 320 (2006) 132-154
    • (2006) J. Hydrol. , vol.320 , pp. 132-154
    • Wagener, T.1    Wheater, H.S.2
  • 49
    • 0019707668 scopus 로고
    • On the validation of models
    • Willmott C.J. On the validation of models. Phys. Geogr. 2 (1981) 184-194
    • (1981) Phys. Geogr. , vol.2 , pp. 184-194
    • Willmott, C.J.1
  • 51
    • 0032579570 scopus 로고    scopus 로고
    • Multi-objective global optimization for hydrologic models
    • Yapo P.O., Gupta H.V., and Sorooshian S. Multi-objective global optimization for hydrologic models. J. Hydrol. 204 (1998) 83-97
    • (1998) J. Hydrol. , vol.204 , pp. 83-97
    • Yapo, P.O.1    Gupta, H.V.2    Sorooshian, S.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.