메뉴 건너뛰기




Volumn 11, Issue 4, 2006, Pages 371-378

Modified K-NN model for stochastic streamflow simulation

Author keywords

Colorado River; Nonlinear systems; Simulation; Streamflow

Indexed keywords

COMPUTER SIMULATION; POLYNOMIALS; PROBABILITY; RANDOM PROCESSES; STREAM FLOW; TIME SERIES ANALYSIS;

EID: 33745250716     PISSN: 10840699     EISSN: None     Source Type: Journal    
DOI: 10.1061/(ASCE)1084-0699(2006)11:4(371)     Document Type: Article
Times cited : (98)

References (35)
  • 1
    • 0026359531 scopus 로고
    • "Application of nonparametric regression to groundwater level prediction"
    • CJCEB80315-1468
    • Adamoski, K., and Feluch, W. (1991). "Application of nonparametric regression to groundwater level prediction." Can. J. Civ. Eng.CJCEB80315-1468, 18, 600-606.
    • (1991) Can. J. Civ. Eng. , vol.18 , pp. 600-606
    • Adamoski, K.1    Feluch, W.2
  • 6
    • 1542547283 scopus 로고    scopus 로고
    • "Seasonal to interannual ensemble streamflow forecasts for Ceara, Brazil: Applications of a mutlivariate, semi-parametric algorithm"
    • WRERAQ0043-1397
    • DeSouza, F. A., and Lall, U. (2003). "Seasonal to interannual ensemble streamflow forecasts for Ceara, Brazil: Applications of a mutlivariate, semi-parametric algorithm." Water Resour. Res.WRERAQ0043-1397, 39, 1307-1320.
    • (2003) Water Resour. Res. , vol.39 , pp. 1307-1320
    • DeSouza, F.A.1    Lall, U.2
  • 7
    • 0022787922 scopus 로고
    • "Periodic gamma-autoregressive process for operational hydrology"
    • WRERAQ0043-1397
    • Fernandez, B., and Salas, J. D. (1986). "Periodic gamma-autoregressive process for operational hydrology." Water Resour. Res.WRERAQ0043-1397, 22(10), 1385-1396.
    • (1986) Water Resour. Res. , vol.22 , Issue.10 , pp. 1385-1396
    • Fernandez, B.1    Salas, J.D.2
  • 8
    • 28244445173 scopus 로고    scopus 로고
    • "A technique for incorporating large-scale climate information in basin-scale ensemble streamflow forecasts"
    • WRERAQ0043-1397
    • Grantz, K., Rajagopalan, B., Clark, M., and Zagona, E. (2006). "A technique for incorporating large-scale climate information in basin-scale ensemble streamflow forecasts." Water Resour. Res.WRERAQ0043-1397, 41, W10410.
    • (2006) Water Resour. Res. , vol.41
    • Grantz, K.1    Rajagopalan, B.2    Clark, M.3    Zagona, E.4
  • 9
    • 1542646371 scopus 로고    scopus 로고
    • "A nonparametric model for stochastic generation of daily rainfall occurence"
    • WRERAQ0043-139710.1029/2003WR002182
    • Harrold, T. I., Sharma, A., and Sheather, S. J. (2003a). "A nonparametric model for stochastic generation of daily rainfall occurence." Water Resour. Res.WRERAQ0043-139710.1029/2003WR002182, 39(10), 1300.
    • (2003) Water Resour. Res. , vol.39 , Issue.10 , pp. 1300
    • Harrold, T.I.1    Sharma, A.2    Sheather, S.J.3
  • 10
    • 1242322109 scopus 로고    scopus 로고
    • "A nonparametric model for stochastic generation of daily rainfall amounts"
    • WRERAQ0043-139710.1029/2003WR002570
    • Harrold, T. I., Sharma, A., and Sheather, S. J. (2003b). "A nonparametric model for stochastic generation of daily rainfall amounts." Water Resour. Res.WRERAQ0043-139710.1029/2003WR002570, 39(12), 1343.
    • (2003) Water Resour. Res. , vol.39 , Issue.12 , pp. 1343
    • Harrold, T.I.1    Sharma, A.2    Sheather, S.J.3
  • 11
    • 0025680247 scopus 로고
    • "A comparison of index-sequential and AR(1) generated hydrologic sequences"
    • JHYDA70022-1694
    • Kendall, D. B., and Dracup, J. A. (1991). "A comparison of index-sequential and AR(1) generated hydrologic sequences." J. Hydrol.JHYDA70022-1694, 122, 335-352.
    • (1991) J. Hydrol. , vol.122 , pp. 335-352
    • Kendall, D.B.1    Dracup, J.A.2
  • 12
    • 0000470953 scopus 로고
    • "Recent advances in nonparametric function estimation: Hydraulic applications"
    • REGEEP8755-120910.1029/95RG00343
    • Lall, U. (1995). "Recent advances in nonparametric function estimation: Hydraulic applications." Rev. Geophys.REGEEP8755-120910.1029/95RG00343, 33, 1093-1102.
    • (1995) Rev. Geophys. , vol.33 , pp. 1093-1102
    • Lall, U.1
  • 13
    • 0027384436 scopus 로고
    • "Kernel flood frequency estimators: Bandwidth selection and kernel choice"
    • WRERAQ0043-139710.1029/92WR02466
    • Lall, U., Moon, Y.-I., and Bosworth, K. (1993). "Kernel flood frequency estimators: Bandwidth selection and kernel choice." Water Resour. Res.WRERAQ0043-139710.1029/92WR02466, 29(4), 1003-1015.
    • (1993) Water Resour. Res. , vol.29 , Issue.4 , pp. 1003-1015
    • Lall, U.1    Moon, Y.-I.2    Bosworth, K.3
  • 14
    • 0029659664 scopus 로고    scopus 로고
    • "A nonparametric wet/dry spell model for resampling daily precipitation"
    • Res. WRERAQ0043-139710.1029/96WR00565
    • Lall, U., Rajagopalan, B., and Tarboton, D. G. (1996). "A nonparametric wet/dry spell model for resampling daily precipitation." Water Resour. Res.WRERAQ0043-139710.1029/96WR00565, 32(9), 2803-2823.
    • (1996) Water Resour. , vol.32 , Issue.9 , pp. 2803-2823
    • Lall, U.1    Rajagopalan, B.2    Tarboton, D.G.3
  • 15
    • 0029663871 scopus 로고    scopus 로고
    • "A nearest neighbor bootstrap for resampling hydrologic time series"
    • WRERAQ0043-139710.1029/95WR02966
    • Lall, U., and Sharma, A. (1996). "A nearest neighbor bootstrap for resampling hydrologic time series." Water Resour. Res.WRERAQ0043-139710.1029/95WR02966, 32(3), 679-693.
    • (1996) Water Resour. Res. , vol.32 , Issue.3 , pp. 679-693
    • Lall, U.1    Sharma, A.2
  • 17
    • 0030425298 scopus 로고    scopus 로고
    • "Synthetic hydrology - Where's the hydrology"
    • K. S. Tickle, I. C. Goulter, C. Xii, S. A. Wasimi, and F. Douchart, eds., Balkema, Rotterdam, The Netherlands
    • McMahon, T. A., Pretto, P. B., and Chew, F. H. S. (1996). "Synthetic hydrology - Where's the hydrology." Stochastic Hydraulics '96, K. S. Tickle, I. C. Goulter, C. Xii, S. A. Wasimi, and F. Douchart, eds., Balkema, Rotterdam, The Netherlands, 3-14.
    • (1996) Stochastic Hydraulics '96 , pp. 3-14
    • McMahon, T.A.1    Pretto, P.B.2    Chew, F.H.S.3
  • 18
    • 0028592358 scopus 로고
    • "Kernel function estimator for flood frequency analysis"
    • WRERAQ0043-139710.1029/94WR01217
    • Moon, Y.-I., and Lall, U. (1994). "Kernel function estimator for flood frequency analysis." Water Resour. Res.WRERAQ0043-139710.1029/ 94WR01217, 30(11), 3095-3103.
    • (1994) Water Resour. Res. , vol.30 , Issue.11 , pp. 3095-3103
    • Moon, Y.-I.1    Lall, U.2
  • 19
    • 0031463589 scopus 로고    scopus 로고
    • "Index sequential hydrologic modeling for hydropower capacity estimation"
    • JWRAF51093-474X
    • Ouarda, T., Labadie, J. W., and Fontane, D. G. (1997). "Index sequential hydrologic modeling for hydropower capacity estimation." J. Am. Water Resour. Assoc.JWRAF51093-474X, 33(6), 1337-1349.
    • (1997) J. Am. Water Resour. Assoc. , vol.33 , Issue.6 , pp. 1337-1349
    • Ouarda, T.1    Labadie, J.W.2    Fontane, D.G.3
  • 20
    • 11144254866 scopus 로고    scopus 로고
    • "Long-term salinity prediction with uncertainty analysis: Application for Colorado River above Glenwood Springs, CO"
    • MS thesis, Univ. of Colorado, Boulder, Colo
    • Prairie, J. R. (2002). "Long-term salinity prediction with uncertainty analysis: Application for Colorado River above Glenwood Springs, CO." MS thesis, Univ. of Colorado, Boulder, Colo.
    • (2002)
    • Prairie, J.R.1
  • 21
    • 11844268023 scopus 로고    scopus 로고
    • "Statistical nonparametric model for natural salt estimation"
    • JOEEDU0733-937210.1061/(ASCE)0733-9372(2005)131:1(130)
    • Prairie, J., Rajagopalan, B., Fulp, T., and Zagona, E. (2005). "Statistical nonparametric model for natural salt estimation." J. Environ. Eng.JOEEDU0733-937210.1061/(ASCE)0733-9372(2005)131:1(130), 131(1), 130-138.
    • (2005) J. Environ. Eng. , vol.131 , Issue.1 , pp. 130-138
    • Prairie, J.1    Rajagopalan, B.2    Fulp, T.3    Zagona, E.4
  • 22
    • 0842318871 scopus 로고    scopus 로고
    • "Locally weighted polynomial estimation of spatial precipitation"
    • ZZZZZZ1480-8943
    • Rajagopalan, B., and Lall, U. (1998). "Locally weighted polynomial estimation of spatial precipitation." J. Geogr. Inf. Decis. Anal.ZZZZZZ1480-8943, 2(3), 48-57.
    • (1998) J. Geogr. Inf. Decis. Anal. , vol.2 , Issue.3 , pp. 48-57
    • Rajagopalan, B.1    Lall, U.2
  • 23
    • 0032848078 scopus 로고    scopus 로고
    • "A k-nearest-neighbor simulator for daily precipitation and other weather variables"
    • WRERAQ0043-139710.1029/1999WR900028
    • Rajagopalan, B., and Lall, U. (1999). "A k-nearest-neighbor simulator for daily precipitation and other weather variables." Water Resour. Res.WRERAQ0043-139710.1029/1999WR900028, 35(10), 3089-3101.
    • (1999) Water Resour. Res. , vol.35 , Issue.10 , pp. 3089-3101
    • Rajagopalan, B.1    Lall, U.2
  • 24
    • 0001952432 scopus 로고    scopus 로고
    • "Multivariate nonparametric resampling scheme for simulation of daily weather variables"
    • Rajagopalan, B., Lall, U., Tarboton, D. G., and Bowles, D. S. (1997). "Multivariate nonparametric resampling scheme for simulation of daily weather variables." J. Stochastic Hydrol. Hydrauli., 11(1), 65-93.
    • (1997) J. Stochastic Hydrol. Hydrauli. , vol.11 , Issue.1 , pp. 65-93
    • Rajagopalan, B.1    Lall, U.2    Tarboton, D.G.3    Bowles, D.S.4
  • 25
    • 0001805672 scopus 로고
    • "Analysis and modeling of hydrologic time series"
    • D. R. Maidment, ed., McGraw-Hill, New York
    • Salas, J. D. (1985). "Analysis and modeling of hydrologic time series." Handbook of hydrology, D. R. Maidment, ed., McGraw-Hill, New York, 19.1-19.72.
    • (1985) Handbook of Hydrology
    • Salas, J.D.1
  • 27
    • 0036661732 scopus 로고    scopus 로고
    • "A nonparametric approach for representing interannual dependence in monthly streamflow sequences"
    • WRERAQ0043-139710.1029/2001WR000953
    • Sharma, A., and O'Neill, R. (2002). "A nonparametric approach for representing interannual dependence in monthly streamflow sequences." Water Resour. Res.WRERAQ0043-139710.1029/2001WR000953, 38(7), 5.1-5.10.
    • (2002) Water Resour. Res. , vol.38 , Issue.7
    • Sharma, A.1    O'Neill, R.2
  • 28
    • 0030619326 scopus 로고    scopus 로고
    • "Streamflow simulation: A nonparametric approach"
    • WRERAQ0043-139710.1029/96WR02839
    • Sharma, A., Tarboton, D. G., and Lall, U. (1997). "Streamflow simulation: A nonparametric approach." Water Resour. Res.WRERAQ0043-139710.1029/96WR02839, 33(2), 291-308.
    • (1997) Water Resour. Res. , vol.33 , Issue.2 , pp. 291-308
    • Sharma, A.1    Tarboton, D.G.2    Lall, U.3
  • 29
  • 30
    • 0025898196 scopus 로고
    • "Long-range streamflow forecasting using nonparametric regression"
    • WARBAQ0043-1370
    • Smith, J. A. (1991). "Long-range streamflow forecasting using nonparametric regression." Water Resour. Bull.WARBAQ0043-1370, 27(1), 39-46.
    • (1991) Water Resour. Bull. , vol.27 , Issue.1 , pp. 39-46
    • Smith, J.A.1
  • 31
    • 0034789277 scopus 로고    scopus 로고
    • "A hybrid stochastic model for multiseason streamflow simulation"
    • WRERAQ0043-1397
    • Srinivas, V. V., and Srinivasan K. (2001). "A hybrid stochastic model for multiseason streamflow simulation." Water Resour. Res.WRERAQ0043-1397, 37(10), 2537-2549.
    • (2001) Water Resour. Res. , vol.37 , Issue.10 , pp. 2537-2549
    • Srinivas, V.V.1    Srinivasan, K.2
  • 32
    • 0019902426 scopus 로고
    • "Synthetic streamflow generation, 1, Model verification and validation"
    • WRERAQ0043-1397
    • Stedinger, J. R., and Taylor, M. R. (1982). "Synthetic streamflow generation, 1, Model verification and validation." Water Resour. Res.WRERAQ0043-1397, 18(4), 909-918.
    • (1982) Water Resour. Res. , vol.18 , Issue.4 , pp. 909-918
    • Stedinger, J.R.1    Taylor, M.R.2
  • 33
    • 0031982615 scopus 로고    scopus 로고
    • "Disaggregation procedures for stochastic hydrology based on nonparametric density estimation"
    • WRERAQ0043-139710.1029/97WR02429
    • Tarboton, D. G., Sharma, A., and Lall, U. (1998). "Disaggregation procedures for stochastic hydrology based on nonparametric density estimation." Water Resour. Res.WRERAQ0043-139710.1029/97WR02429, 34(1), 107-119.
    • (1998) Water Resour. Res. , vol.34 , Issue.1 , pp. 107-119
    • Tarboton, D.G.1    Sharma, A.2    Lall, U.3
  • 34
    • 17144438118 scopus 로고    scopus 로고
    • "A technique for generating regional climate scenarios using a nearest neighbor bootstrap"
    • WRERAQ0043-139710.1029/2002WR001769
    • Yates, D., Gangopadhyay, S., Rajagopalan, B., and Strzepek, K. (2003). "A technique for generating regional climate scenarios using a nearest neighbor bootstrap." Water Resour. Res.WRERAQ0043-139710.1029/2002WR001769, 39(7), 1199.
    • (2003) Water Resour. Res. , vol.39 , Issue.7 , pp. 1199
    • Yates, D.1    Gangopadhyay, S.2    Rajagopalan, B.3    Strzepek, K.4
  • 35
    • 0003461416 scopus 로고
    • Water Resources Publication, Colorado State Univ., Fort Collins, Colo
    • Yevjevich, V. M. (1972). Stochastic processes in hydrology, Water Resources Publication, Colorado State Univ., Fort Collins, Colo.
    • (1972) Stochastic Processes in Hydrology
    • Yevjevich, V.M.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.