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Volumn 57, Issue , 2013, Pages 41-51

Generalized martingale model of the uncertainty evolution of streamflow forecasts

Author keywords

Forecast improvement; Forecast uncertainty; Martingale model of forecast evolution; Normal quantile transform; Rolling horizon reservoir operation

Indexed keywords

FORECAST IMPROVEMENTS; FORECAST UNCERTAINTY; INTERMEDIATE PERIODS; MARTINGALE MODEL OF FORECAST EVOLUTIONS; RESERVOIR OPERATION; STATISTICAL DISTRIBUTION; STREAMFLOW FORECAST; STREAMFLOW FORECASTING;

EID: 84877358392     PISSN: 03091708     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.advwatres.2013.03.008     Document Type: Article
Times cited : (67)

References (29)
  • 1
    • 33847624519 scopus 로고    scopus 로고
    • An integrated hydrologic Bayesian multimodel combination framework: confronting input, parameter, and model structural uncertainty in hydrologic prediction
    • Ajami N.K., Duan Q.Y., Sorooshian S. An integrated hydrologic Bayesian multimodel combination framework: confronting input, parameter, and model structural uncertainty in hydrologic prediction. Water Resour Res 2007, 43(1). 10.1029/2005WR004745.
    • (2007) Water Resour Res , vol.43 , Issue.1
    • Ajami, N.K.1    Duan, Q.Y.2    Sorooshian, S.3
  • 2
    • 58149089051 scopus 로고    scopus 로고
    • Sustainable water resource management under hydrological uncertainty
    • Ajami N.K., Hornberger G.M., Sunding D.L. Sustainable water resource management under hydrological uncertainty. Water Resour Res 2008, 44(11). 10.1029/2007WR006736.
    • (2008) Water Resour Res , vol.44 , Issue.11
    • Ajami, N.K.1    Hornberger, G.M.2    Sunding, D.L.3
  • 3
    • 78650284666 scopus 로고    scopus 로고
    • Decision support system for optimizing reservoir operations using ensemble streamflow predictions
    • Alemu E.T., Palmer R.N., Polebitski A., Meaker B. Decision support system for optimizing reservoir operations using ensemble streamflow predictions. J Water Res PL-ASCE 2011, 137(1):72-82. 10.1061/(ASCE)WR.1943-5452.0000088.
    • (2011) J Water Res PL-ASCE , vol.137 , Issue.1 , pp. 72-82
    • Alemu, E.T.1    Palmer, R.N.2    Polebitski, A.3    Meaker, B.4
  • 4
    • 84855281627 scopus 로고    scopus 로고
    • Hydro-economic assessment of hydrological forecasting systems
    • Boucher M.A., Tremblay D., Delorme L., Perreault L., Anctil F. Hydro-economic assessment of hydrological forecasting systems. J Hydrol 2012, 416:133-144. 10.1016/j.jhydrol.2011.11.042.
    • (2012) J Hydrol , vol.416 , pp. 133-144
    • Boucher, M.A.1    Tremblay, D.2    Delorme, L.3    Perreault, L.4    Anctil, F.5
  • 5
    • 36048989073 scopus 로고    scopus 로고
    • Daily optimized model for long-term operation of the Three Gorges-Gezhouba cascade power stations
    • Cao G.J., Cai Z.G., Liu Z.W., Wang G.Q. Daily optimized model for long-term operation of the Three Gorges-Gezhouba cascade power stations. Sci China Ser E 2007, 50:98-110. 10.1007/s11431-007-6010-x.
    • (2007) Sci China Ser E , vol.50 , pp. 98-110
    • Cao, G.J.1    Cai, Z.G.2    Liu, Z.W.3    Wang, G.Q.4
  • 6
    • 0035425619 scopus 로고    scopus 로고
    • Assessment of Folsom lake response to historical and potential future climate scenarios: 1 Forecasting
    • Carpenter T.M., Georgakakos K.P. Assessment of Folsom lake response to historical and potential future climate scenarios: 1 Forecasting. J Hydrol 2001, 249(1-4):148-175. 10.1016/S0022-1694(01)00417-6.
    • (2001) J Hydrol , vol.249 , Issue.1-4 , pp. 148-175
    • Carpenter, T.M.1    Georgakakos, K.P.2
  • 7
    • 0002344794 scopus 로고
    • 1977 Rietz lecture - bootstrap methods - another look at the Jackknife
    • Efron B. 1977 Rietz lecture - bootstrap methods - another look at the Jackknife. Ann Stat 1979, 7(1):1-26. 10.1214/aos/1176344552.
    • (1979) Ann Stat , vol.7 , Issue.1 , pp. 1-26
    • Efron, B.1
  • 8
    • 0028437967 scopus 로고
    • Modeling the evolution of demand forecasts with application to safety stock analysis in production distribution-systems
    • Heath D.C., Jackson P.L. Modeling the evolution of demand forecasts with application to safety stock analysis in production distribution-systems. IIE Trans 1994, 26(3):17-30. 10.1080/07408179408966604.
    • (1994) IIE Trans , vol.26 , Issue.3 , pp. 17-30
    • Heath, D.C.1    Jackson, P.L.2
  • 9
    • 37449028272 scopus 로고    scopus 로고
    • A simple method for effective multi-site generation of stochastic hydrologic time series
    • Ilich N., Despotovic J. A simple method for effective multi-site generation of stochastic hydrologic time series. Stoch Environ Res Risk Assess 2007, 10.1007/s00477-007-0113-6.
    • (2007) Stoch Environ Res Risk Assess
    • Ilich, N.1    Despotovic, J.2
  • 10
    • 77956277531 scopus 로고    scopus 로고
    • Skill in streamflow forecasts derived from large-scale estimates of soil moisture and snow
    • Koster R.D., Mahanama S.P.P., Livneh B., Lettenmaier D.P., Reichle R.H. Skill in streamflow forecasts derived from large-scale estimates of soil moisture and snow. Nature Geosci 2010, 3(9):613-616. 10.1038/ngeo944.
    • (2010) Nature Geosci , vol.3 , Issue.9 , pp. 613-616
    • Koster, R.D.1    Mahanama, S.P.P.2    Livneh, B.3    Lettenmaier, D.P.4    Reichle, R.H.5
  • 11
    • 0031259696 scopus 로고    scopus 로고
    • Transformation and normalization of variates with specified distributions
    • Krzysztofowicz R. Transformation and normalization of variates with specified distributions. J Hydrol 1997, 197(1-4):286-292. 10.1016/S0022-1694(96)03276-3.
    • (1997) J Hydrol , vol.197 , Issue.1-4 , pp. 286-292
    • Krzysztofowicz, R.1
  • 12
    • 77956191833 scopus 로고    scopus 로고
    • Dynamic control of flood limited water level for reservoir operation by considering inflow uncertainty
    • Li X.A., Guo S.L., Liu P., Chen G.Y. Dynamic control of flood limited water level for reservoir operation by considering inflow uncertainty. J Hydrol 2010, 391(1-2):126-134. 10.1016/j.jhydrol.2010.07.011.
    • (2010) J Hydrol , vol.391 , Issue.1-2 , pp. 126-134
    • Li, X.A.1    Guo, S.L.2    Liu, P.3    Chen, G.Y.4
  • 13
    • 1342268261 scopus 로고    scopus 로고
    • Predictability of seasonal runoff in the Mississippi river basin
    • Maurer E.P., Lettenmaier D.P. Predictability of seasonal runoff in the Mississippi river basin. J Geophys Res ATMOS 2003, 108(D16). 10.1029/2002JD002555.
    • (2003) J Geophys Res ATMOS , vol.108 , Issue.D16
    • Maurer, E.P.1    Lettenmaier, D.P.2
  • 14
    • 1442266683 scopus 로고    scopus 로고
    • Potential effects of long-lead hydrologic predictability on Missouri river main-stem reservoirs
    • Maurer E.P., Lettenmaier D.P. Potential effects of long-lead hydrologic predictability on Missouri river main-stem reservoirs. J Clim 2004, 17(1):174-186. 10.1175/1520-0442(2004)017<0174:PEOLHP>2.0.CO;2.
    • (2004) J Clim , vol.17 , Issue.1 , pp. 174-186
    • Maurer, E.P.1    Lettenmaier, D.P.2
  • 15
    • 26844488641 scopus 로고    scopus 로고
    • Deseasonalisation of hydrological time series through the normal quantile transform
    • Montanari A. Deseasonalisation of hydrological time series through the normal quantile transform. J Hydrol 2005, 313(3-4):274-282. 10.1016/j.jhydrol.2005.03.008.
    • (2005) J Hydrol , vol.313 , Issue.3-4 , pp. 274-282
    • Montanari, A.1
  • 16
    • 70349669074 scopus 로고    scopus 로고
    • The role of monthly updated climate forecasts in improving intraseasonal water allocation
    • Sankarasubramanian A., Lall U., Devineni N., Espinueva S. The role of monthly updated climate forecasts in improving intraseasonal water allocation. J Appl Meteorol Climatol 2009, 48(7):1464-1482. 10.1175/2009JAMC2122.1.
    • (2009) J Appl Meteorol Climatol , vol.48 , Issue.7 , pp. 1464-1482
    • Sankarasubramanian, A.1    Lall, U.2    Devineni, N.3    Espinueva, S.4
  • 17
    • 0030619326 scopus 로고    scopus 로고
    • Streamflow simulation: a nonparametric approach
    • Sharma A., Tarboton D.G., Lall U. Streamflow simulation: a nonparametric approach. Water Resour Res 1997, 33(2):291-308. 10.1029/96WR02839.
    • (1997) Water Resour Res , vol.33 , Issue.2 , pp. 291-308
    • Sharma, A.1    Tarboton, D.G.2    Lall, U.3
  • 18
    • 0024431968 scopus 로고
    • An improved methodology for short-term operation of a single multipurpose reservoir
    • Simonovic S.P., Burn D.H. An improved methodology for short-term operation of a single multipurpose reservoir. Water Resour Res 1989, 25(1):1-8. 10.1029/WR025i001p00001.
    • (1989) Water Resour Res , vol.25 , Issue.1 , pp. 1-8
    • Simonovic, S.P.1    Burn, D.H.2
  • 19
    • 1842731044 scopus 로고    scopus 로고
    • Using normal quantile plot to select an appropriate transformation to achieve normality
    • Tan W.D., Gan F.F., Chang T.C. Using normal quantile plot to select an appropriate transformation to achieve normality. Comput Stat Data Anal 2004, 45(3):609-619. 10.1016/S0167-9473(03)00009-4.
    • (2004) Comput Stat Data Anal , vol.45 , Issue.3 , pp. 609-619
    • Tan, W.D.1    Gan, F.F.2    Chang, T.C.3
  • 20
    • 78149316161 scopus 로고    scopus 로고
    • Decision support for dam release during floods using a distributed biosphere hydrological model driven by quantitative precipitation forecasts
    • Valeriano O.C.S., Koike T., Yang K., Graf T., Li X., Wang L., Han X.J. Decision support for dam release during floods using a distributed biosphere hydrological model driven by quantitative precipitation forecasts. Water Resour Res 2010, 46. 10.1029/2010WR009502.
    • (2010) Water Resour Res , vol.46
    • Valeriano, O.C.S.1    Koike, T.2    Yang, K.3    Graf, T.4    Li, X.5    Wang, L.6    Han, X.J.7
  • 21
    • 0023524102 scopus 로고
    • Generalized storage reliability yield relationships
    • Vogel R.M., Stedinger J.R. Generalized storage reliability yield relationships. J Hydrol 1987, 89(3-4):303-327. 10.1016/0022-1694(87)90184-3.
    • (1987) J Hydrol , vol.89 , Issue.3-4 , pp. 303-327
    • Vogel, R.M.1    Stedinger, J.R.2
  • 22
    • 79954571046 scopus 로고    scopus 로고
    • Analysis of the effect of regional lateral inflow on the flood peak of the Three Gorges Reservoir
    • Wang B.W., Tian F.Q., Hu H.P. Analysis of the effect of regional lateral inflow on the flood peak of the Three Gorges Reservoir. Sci China Ser E 2011, 54(4):914-923. 10.1007/s11431-011-4330-3.
    • (2011) Sci China Ser E , vol.54 , Issue.4 , pp. 914-923
    • Wang, B.W.1    Tian, F.Q.2    Hu, H.P.3
  • 23
    • 80053175870 scopus 로고    scopus 로고
    • Data mining methods for hydroclimatic forecasting
    • Wei W.W., Watkins D.W. Data mining methods for hydroclimatic forecasting. Adv Water Resour 2011, 34(11):1390-1400. 10.1007/s11431-011-4330-3.
    • (2011) Adv Water Resour , vol.34 , Issue.11 , pp. 1390-1400
    • Wei, W.W.1    Watkins, D.W.2
  • 24
    • 41949124639 scopus 로고    scopus 로고
    • Can multi-model combination really enhance the prediction skill of probabilistic ensemble forecasts?
    • Weigel A.P., Liniger M.A., Appenzeller C. Can multi-model combination really enhance the prediction skill of probabilistic ensemble forecasts?. Q J R Meteorol Soc 2008, 134(630):241-260. 10.1002/qj.210.
    • (2008) Q J R Meteorol Soc , vol.134 , Issue.630 , pp. 241-260
    • Weigel, A.P.1    Liniger, M.A.2    Appenzeller, C.3
  • 25
    • 84856020748 scopus 로고    scopus 로고
    • Hyperresolution global land surface modeling: meeting a grand challenge for monitoring Earth's terrestrial water
    • Wood E.F., et al. Hyperresolution global land surface modeling: meeting a grand challenge for monitoring Earth's terrestrial water. Water Resour Res 2011, 47. 10.1029/2010WR010090.
    • (2011) Water Resour Res , vol.47
    • Wood, E.F.1
  • 26
    • 0035425621 scopus 로고    scopus 로고
    • Assessment of Folsom Lake response to historical and potential future climate scenarios 2. Reservoir management
    • Yao H., Georgakakos A. Assessment of Folsom Lake response to historical and potential future climate scenarios 2. Reservoir management. J Hydrol 2001, 249(1-4):176-196. 10.1016/S0022-1694(01)00418-8.
    • (2001) J Hydrol , vol.249 , Issue.1-4 , pp. 176-196
    • Yao, H.1    Georgakakos, A.2
  • 27
    • 79952189882 scopus 로고    scopus 로고
    • Effect of streamflow forecast uncertainty on real-time reservoir operation
    • Zhao T.T.G., Cai X.M., Yang D.W. Effect of streamflow forecast uncertainty on real-time reservoir operation. Adv Water Resour 2011, 34(4):495-504. 10.1016/j.advwatres.2011.01.004.
    • (2011) Adv Water Resour , vol.34 , Issue.4 , pp. 495-504
    • Zhao, T.T.G.1    Cai, X.M.2    Yang, D.W.3
  • 28
    • 84863020787 scopus 로고    scopus 로고
    • Identifying effective forecast horizon for real-time reservoir operation under a limited inflow forecast
    • Zhao T.T.G., Yang D.W., Cai X.M., Zhao J.S., Wang H. Identifying effective forecast horizon for real-time reservoir operation under a limited inflow forecast. Water Resour Res 2012, 48. 10.1029/2011WR010623.
    • (2012) Water Resour Res , vol.48
    • Zhao, T.T.G.1    Yang, D.W.2    Cai, X.M.3    Zhao, J.S.4    Wang, H.5
  • 29
    • 84876740811 scopus 로고    scopus 로고
    • Improved dynamic programming for reservoir operation optimization with a concave objective function
    • Zhao T.T.G., Cai X.M., Lei X.H., Wang H. Improved dynamic programming for reservoir operation optimization with a concave objective function. J Water Resour Plann Manage 2012, 138(6):590-596. 10.1061/(ASCE)WR.1943-5452.0000205.
    • (2012) J Water Resour Plann Manage , vol.138 , Issue.6 , pp. 590-596
    • Zhao, T.T.G.1    Cai, X.M.2    Lei, X.H.3    Wang, H.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.