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Volumn 22, Issue 17, 2008, Pages 3488-3499

Bayesian dynamic modelling for nonstationary hydroclimatic time series forecasting along with uncertainty quantification

Author keywords

Bayesian dynamic models; Devil's Lake; Forecasting; Nonstationarity; Uncertainty

Indexed keywords

ARCTIC ENGINEERING; ATMOSPHERIC PRESSURE; BAYESIAN NETWORKS; CATCHMENTS; CLIMATOLOGY; EARTH SCIENCES; FORECASTING; INFORMATION MANAGEMENT; REGRESSION ANALYSIS; TIME SERIES ANALYSIS; WATER; WATER RESOURCES;

EID: 50449088991     PISSN: 08856087     EISSN: 10991085     Source Type: Journal    
DOI: 10.1002/hyp.6951     Document Type: Article
Times cited : (25)

References (38)
  • 1
    • 85006228721 scopus 로고
    • Efficient similarity search in sequence databases
    • Foundations of Data Organization and Algorithms: 4th International Conference, FODO '93 Chicago, Illinois, USA, October 13-15, 1993 Proceedings, Lomet DB ed, Springer Verlag: Berlin;
    • Agrawal R, Faloutsos C, Swami A. 1993. Efficient similarity search in sequence databases. In Foundations of Data Organization and Algorithms: 4th International Conference, FODO '93 Chicago, Illinois, USA, October 13-15, 1993 Proceedings, Lomet DB (ed.). Lecture Notes in Computer Science, No. 730. Springer Verlag: Berlin; 69-84.
    • (1993) Lecture Notes in Computer Science , vol.730 , pp. 69-84
    • Agrawal, R.1    Faloutsos, C.2    Swami, A.3
  • 2
    • 50449098543 scopus 로고    scopus 로고
    • Dramatic fluctuations of Devil's Lake, North Dakota: Climate connections and forecasts
    • US Army Corps of Engineers, Institute of Water Resources Project Completion Report;
    • Baldwin CK, Lall U. 2000. Dramatic fluctuations of Devil's Lake, North Dakota: climate connections and forecasts. Utah Water Research Laboratory, Utah State University, Logan, UT 84322-8200, US Army Corps of Engineers, Institute of Water Resources Project Completion Report; 41,
    • (2000) Utah Water Research Laboratory, Utah State University, Logan, UT 84322-8200 , pp. 41
    • Baldwin, C.K.1    Lall, U.2
  • 3
    • 0034484835 scopus 로고    scopus 로고
    • Long-lead prediction of Pacific SSTs via Bayesian dynamic modeling
    • Berliner LM, Wikle CK, Cressie N. 2000. Long-lead prediction of Pacific SSTs via Bayesian dynamic modeling. Journal of Climate 13(22): 3953-3968.
    • (2000) Journal of Climate , vol.13 , Issue.22 , pp. 3953-3968
    • Berliner, L.M.1    Wikle, C.K.2    Cressie, N.3
  • 4
    • 0343187325 scopus 로고    scopus 로고
    • Recent developments in Bayesian inference with applications in hydrology
    • E. Parent, et al eds, UNESCO Press: Paris;
    • Berger J, Insua DR. 1998. Recent developments in Bayesian inference with applications in hydrology. In Statistical and Bayesian Methods in Hydrological Sciences, E. Parent, et al (eds). UNESCO Press: Paris; 43-62.
    • (1998) Statistical and Bayesian Methods in Hydrological Sciences , pp. 43-62
    • Berger, J.1    Insua, D.R.2
  • 5
    • 0022137825 scopus 로고
    • Kalman filter estimation and prediction of daily stream flows: 1. Review, algorithm, and simulation experiments
    • Bergman MJ, Delleur JW. 1985. Kalman filter estimation and prediction of daily stream flows: 1. Review, algorithm, and simulation experiments. Water Resources Bulletin WARBAQ 21(5): 815-826.
    • (1985) Water Resources Bulletin WARBAQ , vol.21 , Issue.5 , pp. 815-826
    • Bergman, M.J.1    Delleur, J.W.2
  • 6
    • 50449094616 scopus 로고    scopus 로고
    • Bernier J. 1994. Statistical detection of changes in geophysical series. In Engineering Risk in Natural Resources Management with Special References to Hydrosystems Under Changes of Physical or Climatic Environment, Duckstein L, Parent E (eds), Kluwer Academic Publishers: Netherlands, NATO ASI Series E: Applied Sciences 275: 343-357.
    • Bernier J. 1994. Statistical detection of changes in geophysical series. In Engineering Risk in Natural Resources Management with Special References to Hydrosystems Under Changes of Physical or Climatic Environment, Duckstein L, Parent E (eds), Kluwer Academic Publishers: Netherlands, NATO ASI Series E: Applied Sciences 275: 343-357.
  • 7
    • 0034970115 scopus 로고    scopus 로고
    • Space-time modeling of water table depth using a regionalized time series model and the Kalman filter
    • Bierkens MFP, Knotters M, Hoogland T. 2001. Space-time modeling of water table depth using a regionalized time series model and the Kalman filter. Water Resources Research 37(5): 1277-1290.
    • (2001) Water Resources Research , vol.37 , Issue.5 , pp. 1277-1290
    • Bierkens, M.F.P.1    Knotters, M.2    Hoogland, T.3
  • 10
    • 0037298763 scopus 로고    scopus 로고
    • The assimilation of remotely sensed soil brightness temperature imagery into a land surface model using ensemble Kalman filtering: A case study based on ESTAR measurements during SGP97
    • Crow WT, Wood EF. 2003. The assimilation of remotely sensed soil brightness temperature imagery into a land surface model using ensemble Kalman filtering: a case study based on ESTAR measurements during SGP97. Advances in Water Resources 26(2): 137-149.
    • (2003) Advances in Water Resources , vol.26 , Issue.2 , pp. 137-149
    • Crow, W.T.1    Wood, E.F.2
  • 11
    • 0031429699 scopus 로고    scopus 로고
    • Surface observed global land precipitation variations during 1900-88
    • Dai A, Fung IY, Del Genio AD. 1997. Surface observed global land precipitation variations during 1900-88. Journal of Climate 10: 2943-2962.
    • (1997) Journal of Climate , vol.10 , pp. 2943-2962
    • Dai, A.1    Fung, I.Y.2    Del Genio, A.D.3
  • 13
    • 0030485373 scopus 로고    scopus 로고
    • Subsurface quasi-decadal fluctuations in the North Atlantic
    • Houghton RW. 1996. Subsurface quasi-decadal fluctuations in the North Atlantic. Journal of Climate 9: 1363-1373.
    • (1996) Journal of Climate , vol.9 , pp. 1363-1373
    • Houghton, R.W.1
  • 14
    • 0029509024 scopus 로고
    • Transient eddy forcing of the rotational flow during northern winter
    • Hurrell JW. 1995a. Transient eddy forcing of the rotational flow during northern winter. Journal of Atmospheric Science 52: 2286-2301.
    • (1995) Journal of Atmospheric Science , vol.52 , pp. 2286-2301
    • Hurrell, J.W.1
  • 15
    • 0029479274 scopus 로고
    • Decadal trends in the North Atlantic Oscillation regional temperatures and precipitation
    • Hurrell JW. 1995b. Decadal trends in the North Atlantic Oscillation regional temperatures and precipitation. Science 269: 676-679.
    • (1995) Science , vol.269 , pp. 676-679
    • Hurrell, J.W.1
  • 16
    • 0029777750 scopus 로고    scopus 로고
    • Influence of variations in extratropical wintertime teleconnections on Northern Hemisphere temperatures
    • Hurrell JW. 1996. Influence of variations in extratropical wintertime teleconnections on Northern Hemisphere temperatures. Geophysical Research Letters 23: 665-669.
    • (1996) Geophysical Research Letters , vol.23 , pp. 665-669
    • Hurrell, J.W.1
  • 17
    • 3042845094 scopus 로고    scopus 로고
    • Climate variability: North Atlantic and Arctic Oscillation (NAO/AO)
    • Holton J, Pyle J, Curry J eds, Academic Press
    • Hurrell JW. 2000. Climate variability: North Atlantic and Arctic Oscillation (NAO/AO). In Encyclopedia of Atmospheric Sciences, Holton J, Pyle J, Curry J (eds). Academic Press: 439-445.
    • (2000) Encyclopedia of Atmospheric Sciences , pp. 439-445
    • Hurrell, J.W.1
  • 18
    • 0030878288 scopus 로고    scopus 로고
    • Decadal variations in climate associated with the North Atlantic oscillation
    • Hurrell JW, Loon HV. 1997. Decadal variations in climate associated with the North Atlantic oscillation. Climatic Change 36: 301-326.
    • (1997) Climatic Change , vol.36 , pp. 301-326
    • Hurrell, J.W.1    Loon, H.V.2
  • 19
    • 0035889651 scopus 로고    scopus 로고
    • Dynamics of sediment discharge in relation to land-use and hydro-climatology in a humid tropical watershed in Costa Rica
    • Krishnaswamy J, Halpin PN, Richter DD, Korfmacher K. 2001. Dynamics of sediment discharge in relation to land-use and hydro-climatology in a humid tropical watershed in Costa Rica. Journal of Hydrology 253: 91-109.
    • (2001) Journal of Hydrology , vol.253 , pp. 91-109
    • Krishnaswamy, J.1    Halpin, P.N.2    Richter, D.D.3    Korfmacher, K.4
  • 23
    • 33646799122 scopus 로고    scopus 로고
    • Bayesian dynamic modeling for monthly Indian summer monsoon rainfall using ENSO and EQUINOO
    • DOI: 10.1029/2005JD006539
    • Maity R, Nagesh Kumar D. 2006. Bayesian dynamic modeling for monthly Indian summer monsoon rainfall using ENSO and EQUINOO. Journal of Geophysical Research 111: D07104. DOI: 10.1029/2005JD006539.
    • (2006) Journal of Geophysical Research , vol.111
    • Maity, R.1    Nagesh Kumar, D.2
  • 24
    • 34447313094 scopus 로고    scopus 로고
    • Hydroclimatic teleconnection between global sea surface temperature and rainfall over India at subdivisional monthly scale
    • DOI: 10.1002/hyp.6300
    • Maity R, Nagesh Kumar D. 2007. Hydroclimatic teleconnection between global sea surface temperature and rainfall over India at subdivisional monthly scale. Hydrological Processes. 21(14): 1802-1813. DOI: 10.1002/hyp.6300.
    • (2007) Hydrological Processes , vol.21 , Issue.14 , pp. 1802-1813
    • Maity, R.1    Nagesh Kumar, D.2
  • 26
    • 0030175526 scopus 로고    scopus 로고
    • Recent decreases in Arctic summer ice cover and linkages to atmospheric circulation anomalies
    • Maslanik JA, Serreze MC, Barry R G. 1996. Recent decreases in Arctic summer ice cover and linkages to atmospheric circulation anomalies. Geophysical Research Letters 23: 1677-1680.
    • (1996) Geophysical Research Letters , vol.23 , pp. 1677-1680
    • Maslanik, J.A.1    Serreze, M.C.2    Barry, R.G.3
  • 31
    • 0035101863 scopus 로고    scopus 로고
    • An application of the Kalman filtering technique for streamflow forecasting in the upper Murray basin
    • Schreider SY, Young PC, Jakeman AJ. 2001. An application of the Kalman filtering technique for streamflow forecasting in the upper Murray basin. Mathematical and Computer Modelling 33: 733-743.
    • (2001) Mathematical and Computer Modelling , vol.33 , pp. 733-743
    • Schreider, S.Y.1    Young, P.C.2    Jakeman, A.J.3
  • 32
    • 0000257089 scopus 로고    scopus 로고
    • The association between the BWA index and winter surface temperature variability over eastern Canada and west Greenland
    • Shabbar A, Higuchi K, Skinner W, Knox JL. 1997. The association between the BWA index and winter surface temperature variability over eastern Canada and west Greenland. International Journal of Climatology 17: 1195-1210.
    • (1997) International Journal of Climatology , vol.17 , pp. 1195-1210
    • Shabbar, A.1    Higuchi, K.2    Skinner, W.3    Knox, J.L.4
  • 33
    • 0029472240 scopus 로고
    • Relation of glacier variations to climate changes in Iceland
    • Sigurdsson O, Jonsson T. 1995. Relation of glacier variations to climate changes in Iceland. Annals of Glaciology 21: 263-270.
    • (1995) Annals of Glaciology , vol.21 , pp. 263-270
    • Sigurdsson, O.1    Jonsson, T.2
  • 34
    • 0029503106 scopus 로고
    • Dynamic contribution to hemispheric mean temperature trends
    • Wałlace JM, Zhang Y, Renwick JA. 1995. Dynamic contribution to hemispheric mean temperature trends. Science 270: 780-783.
    • (1995) Science , vol.270 , pp. 780-783
    • Wałlace, J.M.1    Zhang, Y.2    Renwick, J.A.3
  • 35
    • 0029768393 scopus 로고    scopus 로고
    • Recent decrease of sea level pressure in the central Arctic
    • Wałsh JE, Chapman WL, Shy TL. 1996. Recent decrease of sea level pressure in the central Arctic. Journal of Climate 9: 480-486.
    • (1996) Journal of Climate , vol.9 , pp. 480-486
    • Wałsh, J.E.1    Chapman, W.L.2    Shy, T.L.3
  • 36
    • 0033080350 scopus 로고    scopus 로고
    • Decadal changes in the atmospheric circulation and associated surface climate variations in the Northern Hemisphere winter
    • Watanabe M, Nitta T. 1999. Decadal changes in the atmospheric circulation and associated surface climate variations in the Northern Hemisphere winter. Journal of Climate 12: 494-510.
    • (1999) Journal of Climate , vol.12 , pp. 494-510
    • Watanabe, M.1    Nitta, T.2
  • 38
    • 85056007160 scopus 로고
    • Tests for fit in time series
    • Whittle P. 1952. Tests for fit in time series, Biometrika 39: 309-318.
    • (1952) Biometrika , vol.39 , pp. 309-318
    • Whittle, P.1


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