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Volumn 46, Issue 3, 2010, Pages

A multisite seasonal ensemble streamflow forecasting technique

Author keywords

[No Author keywords available]

Indexed keywords

COLORADO BASIN RIVER FORECAST CENTERS; COLORADO RIVER BASIN; DISAGGREGATION TECHNIQUES; EFFICIENT PLANNING; LEAD TIME; MULTI-MODEL ENSEMBLE; MULTI-SITE; NON-PARAMETRIC; OPERATIONAL MODEL; PRINCIPAL COMPONENT REGRESSION; RESOURCE CONSERVATION; RIVER NETWORK; SNOW WATER EQUIVALENT; SPATIAL LOCATION; SPRING SEASON; STREAMFLOW FORECAST; STREAMFLOW FORECASTING; STREAMFLOW PREDICTION;

EID: 79952221259     PISSN: 00431397     EISSN: None     Source Type: Journal    
DOI: 10.1029/2009WR007965     Document Type: Article
Times cited : (31)

References (45)
  • 1
    • 30044442989 scopus 로고    scopus 로고
    • Using NWSRFS ESP for making early outlooks of seasonal runoff volumes into Lake Powell, paper presented at Hydrology of Arid and Semi-Arid Regions
    • San Diego, Calif., 9-13 Jan
    • Brandon, D. G. (2005), Using NWSRFS ESP for making early outlooks of seasonal runoff volumes into Lake Powell, paper presented at Hydrology of Arid and Semi-Arid Regions, Am. Meteorol. Soc., San Diego, Calif., 9-13 Jan.
    • (2005) Am. Meteorol. Soc.
    • Brandon, D.G.1
  • 2
    • 3543073552 scopus 로고    scopus 로고
    • A winter precipitation 'dipole' in the western United States associated with multidecadal ENSO variability
    • DOI 10.1029/2003GL018726
    • Brown, D. P., and A. C. Comrie (2004), A winter precipitation "dipole" in the western United States associated with multidecadal ENSO variability, Geophys. Res. Lett., 31, L09203, doi:10.1029/2003GL018726. (Pubitemid 39026599)
    • (2004) Geophysical Research Letters , vol.31 , Issue.9
    • Brown, D.P.1    Comrie, A.C.2
  • 3
    • 0030425351 scopus 로고    scopus 로고
    • Climate variability and snow pack in the western United States
    • doi:10.1175/1520-0442(1996) 0092.0.CO;2
    • Cayan, D. R. (1996), Climate variability and snow pack in the western United States, J. Climatol., 9, 928-948, doi:10.1175/1520-0442(1996) 0092.0.CO;2.
    • (1996) J. Climatol. , vol.9 , pp. 928-948
    • Cayan, D.R.1
  • 4
    • 0034994185 scopus 로고    scopus 로고
    • Historical effects of El Nino and La Nina events on the seasonal evolution of the montane snowpack in the Columbia and Colorado River Basins
    • DOI 10.1029/2000WR900305
    • Clark, M. P., M. C. Serreze, and G. J. McCabe (2001), Historical effects of El Nino and La Nina events on the seasonal evolution of the montane snowpack in the Columbia and Colorado River basins, Water Resour. Res., 37, 741-757, doi:10.1029/2000WR900305. (Pubitemid 32526072)
    • (2001) Water Resources Research , vol.37 , Issue.3 , pp. 741-757
    • Clark, M.P.1    Serreze, M.C.2    McCabe, G.J.3
  • 5
    • 34250263445 scopus 로고
    • Smoothing noisy data with spline functions: Estimating the correct degree of smoothing by the method of generalized cross validation
    • doi:10.1007/BF01404567
    • Craven, P., and G. Wahba (1978), Smoothing noisy data with spline functions: Estimating the correct degree of smoothing by the method of generalized cross validation, Numer. Math., 31, 377-403, doi:10.1007/BF01404567.
    • (1978) Numer. Math. , vol.31 , pp. 377-403
    • Craven, P.1    Wahba, G.2
  • 6
    • 12144258630 scopus 로고    scopus 로고
    • A global dataset of Palmer Drought Severity Index for 1870-2002: Relationship with soil moisture and effects of surface warming
    • DOI 10.1175/JHM-386.1
    • Dai, A., K. E. Trenberth, and T. Qian (2004), A global dataset of palmer drought severity index for 1870-2002: Relationship with soil moisture and effects of surface warming, J. Hydrometeorol., 5, 1117-1130, doi:10.1175/JHM-386.1. (Pubitemid 40112597)
    • (2004) Journal of Hydrometeorology , vol.5 , Issue.6 , pp. 1117-1130
    • Dai, A.1    Trenberth, K.E.2    Qian, T.3
  • 7
    • 0028667877 scopus 로고
    • The relationships between US streamflow and La Nina events
    • DOI 10.1029/94WR00751
    • Dracup, J. A., and E. Kahya (1994), The relationships between U.S. streamflow and La Nina events, Water Resour. Res., 30, 2133-2142, doi:10.1029/94WR00751. (Pubitemid 286188)
    • (1994) Water Resources Research , vol.30 , Issue.7 , pp. 2133-2141
    • Dracup, J.A.1    Kahya, E.2
  • 9
    • 0000111087 scopus 로고    scopus 로고
    • ENSO Influence on Intraseasonal Extreme Rainfall and Temperature Frequencies in the Contiguous United States: Observations and Model Results
    • Gershunov, A., and T. P. Barnett (1998), ENSO influence on intraseasonal extreme rainfall and temperature frequencies in the contiguous United States: Observations and model results, J. Climatol., 11, 1575-1586, doi:10.1175/1520-0442(1998)011〈1575:EIOIER〉2.0.CO;2. (Pubitemid 128500336)
    • (1998) Journal of Climate , vol.11 , Issue.7 , pp. 1575-1586
    • Gershunov, A.1    Barnett, T.P.2
  • 10
    • 28244445173 scopus 로고    scopus 로고
    • A technique for incorporating large-scale climate information in basin-scale ensemble streamflow forecasts
    • DOI 10.1029/2004WR003467, W10410
    • Grantz, K., B. Rajagopalan, M. Clark, and E. Zagona (2005), A technique for incorporating large-scale climate information in basin-scale ensemble streamflow forecasts, Water Resour. Res., 41, W10410, doi:10.1029/2004WR003467. (Pubitemid 41705695)
    • (2005) Water Resources Research , vol.41 , Issue.10
    • Grantz, K.1    Rajagopalan, B.2    Clark, M.3    Zagona, E.4
  • 11
    • 18544371178 scopus 로고    scopus 로고
    • The rationale behind the success of multi-model ensembles in seasonal forecasting - I. Basic concept
    • DOI 10.1111/j.1600-0870.2005.00103.x
    • Hagedorn, R., F. J. Doblas-Reyes, and T. N. Palmer (2005), The rationale behind the success of multi-model ensembles in seasonal forecasting. Part I: Basic concept, Tellus, Ser. A, 57, 219-233, doi:10.1111/j.1600-0870.2005.00103. x. (Pubitemid 40659620)
    • (2005) Tellus, Series A: Dynamic Meteorology and Oceanography , vol.57 , Issue.3 , pp. 219-233
    • Hagedorn, R.1    Doblas-Reyes, F.J.2    Palmer, T.N.3
  • 12
    • 0033370059 scopus 로고    scopus 로고
    • Effects of climate change on hydrology and water resources in the Columbia River Basin
    • Hamlet, A. F., and D. P. Lettenmaier (1999), Effects of climate change on hydrology and water resources in the Columbia River Basin, J. Am. Water Resour. Assoc., 35, 1597-1623, doi:10.1111/j.1752-1688.1999.tb04240.x. (Pubitemid 30049352)
    • (1999) Journal of the American Water Resources Association , vol.35 , Issue.6 , pp. 1597-1623
    • Hamlet, A.F.1    Lettenmaier, D.P.2
  • 14
    • 0037304429 scopus 로고    scopus 로고
    • ENSO and PDO effects on hydroclimatic variations of the upper colorado river basin
    • DOI 10.1175/1525-7541(2003)004<0005:EAPEOH>2.0.CO;2
    • Hidalgo, H. G., and J. A. Dracup (2003), ENSO and PDO effects on hydroclimatic variations of the Upper Colorado River Basin, J. Hydrometeorol., 4, 5-23. (Pubitemid 36400558)
    • (2003) Journal of Hydrometeorology , vol.4 , Issue.1 , pp. 5-23
    • Hidalgo, H.G.1    Dracup, J.A.2
  • 15
    • 0036649088 scopus 로고    scopus 로고
    • Relationships between climate variability and winter temperature extremes in the United States
    • doi:10.1175/1520-0442(2002) 015〈1555:RBCVAW〉2.0.CO;2
    • Higgins, R. W., A. Leetmaa, and V. E. Kousky (2002), Relationships between climate variability and winter temperature extremes in the United States, J. Climatol., 15, 1555-1572, doi:10.1175/1520-0442(2002) 015〈1555:RBCVAW〉2.0.CO;2.
    • (2002) J. Climatol. , vol.15 , pp. 1555-1572
    • Higgins, R.W.1    Leetmaa, A.2    Kousky, V.E.3
  • 16
    • 33845601158 scopus 로고    scopus 로고
    • Oceanic-atmospheric variability and western U.S. snowfall
    • DOI 10.1029/2006GL026600
    • Hunter, T., G. A. Tootle, and T. C. Piechota (2006), Oceanic-atmospheric variability and western U.S. snowfall, Geophys. Res. Lett., 33, L13706, doi:10.1029/2006GL026600. (Pubitemid 44945955)
    • (2006) Geophysical Research Letters , vol.33 , Issue.13
    • Hunter, T.1    Tootle, G.2    Piechota, T.3
  • 18
    • 0027830161 scopus 로고
    • US streamflow patterns in relation to the El Nino/Southern Oscillation
    • DOI 10.1029/93WR00744
    • Kahya, E., and J. A. Dracup (1993), U.S. streamflow patterns in relation to the El Nino/Southern Oscillation, Water Resour. Res., 29, 2491-2504, doi:10.1029/93WR00744. (Pubitemid 24397574)
    • (1993) Water Resources Research , vol.29 , Issue.8 , pp. 2491-2503
    • Kahya, E.1    Dracup, J.A.2
  • 19
    • 84860340081 scopus 로고
    • The influences of type 1 El Nino and la Nina events on streamflows in the Pacific southwest of the United States
    • Kahya, E., and J. A. Dracup (1994), The influences of type 1 El Nino and La Nina events on streamflows in the Pacific southwest of the United States, J. Climatol., 29, 2491-2504.
    • (1994) J. Climatol. , vol.29 , pp. 2491-2504
    • Kahya, E.1    Dracup, J.A.2
  • 20
    • 0029768948 scopus 로고    scopus 로고
    • The NCEP/NCAR 40-year reanalysis project
    • doi:10.1175/1520-0477(1996) 077〈0437:TNYRP〉2.0.CO;2
    • Kalnay, E., et al. (1996), The NCEP/NCAR 40-year reanalysis project, Bull. Am. Meteorol. Soc., 77, 437-471, doi:10.1175/1520-0477(1996) 077〈0437:TNYRP〉2.0.CO;2.
    • (1996) Bull. Am. Meteorol. Soc. , vol.77 , pp. 437-471
    • Kalnay, E.1
  • 21
    • 0033520451 scopus 로고    scopus 로고
    • Improved weather and seasonal climate forecasts from multimodel superensemble
    • DOI 10.1126/science.285.5433.1548
    • Krishnamurti, T. N., C. M. Kishtawal, T. E. LaRow, D. R. Bachiochi, Z. Zhang, C. E. Williford, S. Gadgil, and S. Surendran (1999), Improved weather and seasonal climate forecasts from multi-model superensemble, Science, 285, 1548-1550, doi:10.1126/science.285.5433.1548. (Pubitemid 29420575)
    • (1999) Science , vol.285 , Issue.5433 , pp. 1548-1550
    • Krishnamurti, T.N.1    Kishtawal, C.M.2    LaRow, T.E.3    Bachiochi, D.R.4    Zhang, Z.5    Eric Williford, C.6    Gadgil, S.7    Surendran, S.8
  • 23
    • 0000470953 scopus 로고
    • Recent advances in nonparametric function estimation: Hydraulic applications
    • doi:10.1029/95RG00343
    • Lall, U. (1995), Recent advances in nonparametric function estimation: Hydraulic applications, Rev. Geophys., 33, 1093-1102, doi:10.1029/95RG00343.
    • (1995) Rev. Geophys. , vol.33 , pp. 1093-1102
    • Lall, U.1
  • 24
    • 0029663871 scopus 로고    scopus 로고
    • A nearest neighbor bootstrap for resampling hydrologic time series
    • DOI 10.1029/95WR02966
    • Lall, U., and A. Sharma (1996), A nearest neighbor bootstrap for time series resampling, Water Resour. Res., 32, 679-693, doi:10.1029/95WR02966. (Pubitemid 26351903)
    • (1996) Water Resources Research , vol.32 , Issue.3 , pp. 679-693
    • Lall, U.1    Sharma, A.2
  • 26
    • 6344219900 scopus 로고    scopus 로고
    • Variability and potential sources of predictability of North American runoff
    • DOI 10.1029/2003WR002789
    • Maurer, E. P., D. P. Lettenmaier, and N. J. Mantua (2004), Variability and potential sources of predictability of North American runoff, Water Resour. Res., 40, W09306, doi:10.1029/2003WR002789. (Pubitemid 39385271)
    • (2004) Water Resources Research , vol.40 , Issue.9
    • Maurer, E.P.1    Lettenmaier, D.P.2    Mantua, N.J.3
  • 27
    • 0033570696 scopus 로고    scopus 로고
    • Decadal variations in the strength of ENSO teleconnections with precipitation in the western United States
    • DOI 10.1002/(SICI)1097-0088(19991115)19:13<1399::AID-JOC457>3.0. CO;2-A
    • McCabe, G. J., and M. D. Dettinger (1999), Decadal variations in the strength of ENSO teleconnections with precipitation in the western United States, Int. J. Climatol., 19, 1399-1410, doi:10.1002/(SICI)1097-0088 (19991115)19:13〈1399::AID-JOC457〉3.0.CO;2-A. (Pubitemid 30054519)
    • (1999) International Journal of Climatology , vol.19 , Issue.13 , pp. 1399-1410
    • McCabe, G.J.1    Dettinger, M.D.2
  • 28
    • 0036003012 scopus 로고    scopus 로고
    • Primary modes and predictability of year-to-year snowpack variations in the western United States from teleconnections with Pacific Ocean climate
    • doi:10.1175/1525-7541(2002)003〈0013:PMAPOY〉2.0.CO;2
    • McCabe, G. J., and M. D. Dettinger (2002), Primary modes and predictability of year-to-year snowpack variations in the western United States from teleconnections with Pacific Ocean climate, J. Hydrometeorol., 3, 13-25, doi:10.1175/1525-7541(2002)003〈0013:PMAPOY〉2.0.CO;2.
    • (2002) J. Hydrometeorol. , vol.3 , pp. 13-25
    • McCabe, G.J.1    Dettinger, M.D.2
  • 29
    • 34447098908 scopus 로고    scopus 로고
    • Generating streamflow forecasts for the Yakima River Basin using large-scale climate predictors
    • DOI 10.1016/j.jhydrol.2007.03.024, PII S002216940700203X
    • Opitz-Stapleton, S., S. Gangopadhyay, and B. Rajagopalan (2007), Generating streamflow forecasts for the Yakima River Basin using large-scale climate predictors, J. Hydrol., 341, 131-143, doi:10.1016/j.jhydrol.2007.03.024. (Pubitemid 47030442)
    • (2007) Journal of Hydrology , vol.341 , Issue.3-4 , pp. 131-143
    • Opitz-Stapleton, S.1    Gangopadhyay, S.2    Rajagopalan, B.3
  • 30
    • 9444251021 scopus 로고    scopus 로고
    • Evaluation of official western U.S. seasonal water supply outlooks, 1922-2002
    • DOI 10.1175/1525-7541(2004)005<0896:EOOWUS>2.0.CO;2
    • Pagano, T., and D. Garen (2004), Evaluation of official western U.S. seasonal water supply outlooks, 1922-2002, J. Hydrometeorol., 5, 896-909, doi:10.1175/1525-7541(2004)005〈0896:EOOWUS〉2.0.CO;2. (Pubitemid 39565672)
    • (2004) Journal of Hydrometeorology , vol.5 , Issue.5 , pp. 896-909
    • Pagano, T.1    Garen, D.2    Sorooshian, S.3
  • 31
    • 0031581524 scopus 로고    scopus 로고
    • Western US streamflow and atmospheric circulation patterns during El Nino-Southern Oscillation
    • DOI 10.1016/S0022-1694(97)00043-7, PII S0022169497000437
    • Piechota, T. C., J. A. Dracup, and R. G. Fovell (1997), Western US streamflow and atmospheric circulation patterns during El Nino-Southern Oscillation, J. Hydrol., 201, 249-271, doi:10.1016/S0022-1694(97)00043-7. (Pubitemid 28037763)
    • (1997) Journal of Hydrology , vol.201 , Issue.1-4 , pp. 249-271
    • Piechota, T.C.1    Dracup, J.A.2    Fovell, R.G.3
  • 33
    • 11844268023 scopus 로고    scopus 로고
    • Statistical nonparametric model for natural salt estimation
    • DOI 10.1061/(ASCE)0733-9372(2005)131:1(130)
    • Prairie, J., B. Rajagopalan, T. Fulp, and E. Zagona (2005), Statistical nonparametric model for natural salt estimation, J. Environ. Eng., 131(1), 130-138, doi:10.1061/(ASCE)0733-9372(2005)131:1(130). (Pubitemid 40098636)
    • (2005) Journal of Environmental Engineering , vol.131 , Issue.1 , pp. 130-138
    • Prairie, J.R.1    Rajagopalan, B.2    Fulp, T.J.3    Zagona, E.A.4
  • 34
    • 34247602978 scopus 로고    scopus 로고
    • A stochastic nonparametric technique for space-time disaggregation of streamflows
    • DOI 10.1029/2005WR004721
    • Prairie, J., B. Rajagopalan, U. Lall, and T. Fulp (2007), A stochastic nonparametric technique for space-time disaggregation of streamflows, Water Resour. Res., 43, W03432, doi:10.1029/2005WR004721. (Pubitemid 46682802)
    • (2007) Water Resources Research , vol.43 , Issue.3
    • Prairie, J.1    Rajagopalan, B.2    Lall, U.3    Fulp, T.4
  • 35
    • 0036646424 scopus 로고    scopus 로고
    • Categorical climate forecasts through regularization and optimal combination of multiple GCM ensembles
    • Rajagopalan, B., U. Lall, and S. Zebiak (2002), Optimal categorical climate forecasts through multiple GCM ensemble combination and regularization, Mon. Weather Rev., 130, 1792-1811, doi:10.1175/1520-0493(2002) 130〈1792:CCFTRA〉2.0.CO;2. (Pubitemid 34825245)
    • (2002) Monthly Weather Review , vol.130 , Issue.7 , pp. 1792-1811
    • Rajagopalan, B.1    Lall, U.2    Zebiak, S.E.3
  • 37
    • 0026358733 scopus 로고
    • Surface climate and streamflow variability in the western United States and their relationship to large-scale circulation indices
    • doi:10.1029/91WR00690
    • Redmond, K. T., and R. W. Koch (1991), Surface climate and streamflow variability in the western United States and their relationship to large-scale circulation indices, Water Resour. Res., 27, 2381-2399, doi:10.1029/91WR00690.
    • (1991) Water Resour. Res. , vol.27 , pp. 2381-2399
    • Redmond, K.T.1    Koch, R.W.2
  • 38
    • 33750321692 scopus 로고    scopus 로고
    • A multimodel ensemble forecast framework: Application to spring seasonal flows in the Gunnison River Basin
    • DOI 10.1029/2005WR004653
    • Regonda, S. K., B. Rajagopalan, M. Clark, and E. Zagona (2006), A multimodel ensemble forecast framework: Application to spring seasonal flows in the Gunnison River Basin, Water Resour. Res., 42, W09404, doi:10.1029/ 2005WR004653. (Pubitemid 44619765)
    • (2006) Water Resources Research , vol.42 , Issue.9
    • Regonda, S.K.1    Rajagopalan, B.2    Clark, M.3    Zagona, E.4
  • 40
    • 63149155792 scopus 로고    scopus 로고
    • Long lead-time streamflow forecasting of the North Platte River incorporating oceanic-atmospheric climate variability
    • doi:10.1016/j.jhydrol.2008.11.047
    • Soukup, T., O. Aziz, G. Tootle, T. Piechota, and S. Wulff (2009), Long lead-time streamflow forecasting of the North Platte River incorporating oceanic-atmospheric climate variability, J. Hydrol., 368, 131-142, doi:10.1016/j.jhydrol.2008.11.047.
    • (2009) J. Hydrol. , vol.368 , pp. 131-142
    • Soukup, T.1    Aziz, O.2    Tootle, G.3    Piechota, T.4    Wulff, S.5
  • 41
    • 0031982615 scopus 로고    scopus 로고
    • Disaggregation procedures for stochastic hydrology based on nonparametric density estimation
    • Tarboton, D. G., A. Sharma, and U. Lall (1998), Disaggregation procedures for stochastic hydrology based on nonparametric density estimation, Water Resour. Res., 34, 107-119, doi:10.1029/97WR02429. (Pubitemid 28031193)
    • (1998) Water Resources Research , vol.34 , Issue.1 , pp. 107-119
    • Tarboton, D.G.1    Sharma, A.2    Lall, U.3
  • 45
    • 17144438118 scopus 로고    scopus 로고
    • A nearest neighbor bootstrap technique for generating regional climate scenarios for integrated assessments
    • doi:10.1029/2002WR001769
    • Yates, D., S. Gangopadhyay, B. Rajagopalan, and K. Strzepek (2003), A nearest neighbor bootstrap technique for generating regional climate scenarios for integrated assessments, Water Resour. Res., 39(7), 1199, doi:10.1029/2002WR001769.
    • (2003) Water Resour. Res. , vol.39 , Issue.7 , pp. 1199
    • Yates, D.1    Gangopadhyay, S.2    Rajagopalan, B.3    Strzepek, K.4


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