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Volumn 15, Issue 11, 2011, Pages 3343-3354

Long-range forecasting of intermittent streamflow

Author keywords

[No Author keywords available]

Indexed keywords

ADDITIVE MODELS; AUSTRALIA; CLIMATE INDEX; COVARIATES; INDIAN OCEAN; LOGISTIC REGRESSIONS; LONG-RANGE FORECASTING; NON-LINEAR; NONSTATIONARY; QUEENSLAND; RIGHT-SKEWED DISTRIBUTIONS; SEA SURFACE TEMPERATURES; SEASONALITY; SEMI ARID; SEMIARID CATCHMENTS; STATISTICAL MODELS; T DISTRIBUTION;

EID: 80755125311     PISSN: 10275606     EISSN: 16077938     Source Type: Journal    
DOI: 10.5194/hess-15-3343-2011     Document Type: Article
Times cited : (23)

References (89)
  • 2
    • 4444379723 scopus 로고    scopus 로고
    • Linking science and decision-making: Features and experience from environmental river flow setting
    • DOI 10.1016/j.envsoft.2003.08.019, PII S1364815204000295
    • Acreman, M.: Linking science and decision-making: features and experience from environmental river flow setting, Environ. Modell. Softw., 20, 99-109, 2005. (Pubitemid 39188035)
    • (2005) Environmental Modelling and Software , vol.20 , Issue.2 , pp. 99-109
    • Acreman, M.1
  • 3
    • 0016355478 scopus 로고
    • A new look at the statistical model identification
    • Akaike, H.: A new look at the statistical model identification, IEEE T. Automat. Contr., 19, 716-723, 1974.
    • (1974) IEEE T. Automat. Contr. , vol.19 , pp. 716-723
    • Akaike, H.1
  • 5
    • 47049097486 scopus 로고    scopus 로고
    • Toward long-lead operational forecasts of drought: An experimental study in the Murray-Darling River Basin
    • Barros, A. P. and Bowden, G. J.: Toward long-lead operational forecasts of drought: An experimental study in the Murray-Darling River Basin, J. Hydrol., 357, 349-367, 2008.
    • (2008) J. Hydrol. , vol.357 , pp. 349-367
    • Barros, A.P.1    Bowden, G.J.2
  • 6
    • 0037202448 scopus 로고    scopus 로고
    • Generalized additive modelling and zero inflated count data
    • DOI 10.1016/S0304-3800(02)00194-1, PII S0304380002001941
    • Barry, S. C. and Welsh, A. H.: Generalized additive modelling and zero inflated count data, Ecol. Model., 157, 179-188, 2002. (Pubitemid 35255414)
    • (2002) Ecological Modelling , vol.157 , Issue.2-3 , pp. 179-188
    • Barry, S.C.1    Welsh, A.H.2
  • 7
    • 34247898861 scopus 로고    scopus 로고
    • Bankruptcy prediction by generalized additive models
    • DOI 10.1002/asmb.658
    • Berg, D.: Bankruptcy prediction by generalized additive models, Appl. Stoch. Model. Bus., 23, 129-143, 2007. (Pubitemid 46693373)
    • (2007) Applied Stochastic Models in Business and Industry , vol.23 , Issue.2 , pp. 129-143
    • Berg, D.1
  • 8
    • 46449097707 scopus 로고    scopus 로고
    • Seasonal climate summary southern hemisphere (autumn 2007): La Niña emerges as a distinct possibility in 2007
    • Braganza, K.: Seasonal climate summary southern hemisphere (autumn 2007): La Niña emerges as a distinct possibility in 2007, Aust. Meteorol. Mag., 57, 191-198, 2008.
    • (2008) Aust. Meteorol. Mag. , vol.57 , pp. 191-198
    • Braganza, K.1
  • 9
    • 0001303282 scopus 로고
    • On the economic value of seasonal-precipitation forecasts: The fallowing/planting problem
    • Brown, B. G., Katz, R. W., and Murphy, A. H.: On the economic value of seasonal-precipitation forecasts: the fallowing/planting problem, B. Am. Meteorol. Soc., 67, 833-841, 1986.
    • (1986) B. Am. Meteorol. Soc. , vol.67 , pp. 833-841
    • Brown, B.G.1    Katz, R.W.2    Murphy, A.H.3
  • 10
    • 60349094057 scopus 로고    scopus 로고
    • The value of probabilistic prediction
    • Buizza, R.: The value of probabilistic prediction, Atmos. Sci. Lett., 9, 36-42, 2008.
    • (2008) Atmos. Sci. Lett. , vol.9 , pp. 36-42
    • Buizza, R.1
  • 11
    • 45549100142 scopus 로고    scopus 로고
    • Evidence of impacts from rising temperature on inflows to the Murray-Darling Basin
    • doi:10.1029/2008GL033390, 2008.
    • Cai, W. and Cowan, T.: Evidence of impacts from rising temperature on inflows to the Murray-Darling Basin, Geophys. Res. Lett., 35, L07701, doi:10.1029/2008GL033390, 2008.
    • Geophys. Res. Lett , vol.35
    • Cai, W.1    Cowan, T.2
  • 12
    • 68949103484 scopus 로고    scopus 로고
    • Recent unprecedented skewness towards positive Indian Ocean Dipole occurrences and its impact on Australian rainfall
    • doi:10.1029/2009GL037604
    • Cai, W., Cowan, T., and Sullivan, A.: Recent unprecedented skewness towards positive Indian Ocean Dipole occurrences and its impact on Australian rainfall, Geophys. Res. Lett., 36, L011705, doi:10.1029/2009GL037604, 2009.
    • (2009) Geophys. Res. Lett. , vol.36
    • Cai, W.1    Cowan, T.2    Sullivan, A.3
  • 13
    • 0032579575 scopus 로고    scopus 로고
    • El Nino/Southern Oscillation and Australian rainfall, streamflow and drought: Links and potential for forecasting
    • DOI 10.1016/S0022-1694(97)00121-2, PII S0022169497001212
    • Chiew, F. H. S., Piechota, T. C., Dracup, J. A., and McMahon, T. A.: El Nino/Southern Oscillation and Australian rainfall, streamflow and drought: Links and potential for forecasting, J. Hydrol., 192, 138-149, 1998. (Pubitemid 28159056)
    • (1998) Journal of Hydrology , vol.204 , Issue.1-4 , pp. 138-149
    • Chiew, F.H.S.1    Piechota, T.C.2    Dracup, J.A.3    McMahon, T.A.4
  • 14
    • 0037428040 scopus 로고    scopus 로고
    • Use of seasonal streamflow forecasts in water resources management
    • DOI 10.1016/S0022-1694(02)00292-5, PII S0022169402002925
    • Chiew, F. H. S., Zhou, S. L., and McMahon, T. A.: Use of seasonal streamflow forecasts in water resources management, J. Hydrol., 270, 135-144, 2003. (Pubitemid 36093350)
    • (2003) Journal of Hydrology , vol.270 , Issue.1-2 , pp. 135-144
    • Chiew, F.H.S.1    Zhou, S.L.2    McMahon, T.A.3
  • 15
    • 70350601498 scopus 로고    scopus 로고
    • Estimating climate change impact on runoff across southeast Australia: Method, results, and implications of the modeling method
    • doi:10.1029/2008WR007338
    • Chiew, F. H. S., Teng, J., Vaze, J., Post, D. A., Perraud, J. M., Kirono, D. G. C., and Viney, N. R.: Estimating climate change impact on runoff across southeast Australia: Method, results, and implications of the modeling method, Water Resour. Res., 45, W10414, doi:10.1029/2008WR007338, 2009.
    • (2009) Water Resour. Res. , vol.45
    • Chiew, F.H.S.1    Teng, J.2    Vaze, J.3    Post, D.A.4    Perraud, J.M.5    Kirono, D.G.C.6    Viney, N.R.7
  • 16
    • 72149133064 scopus 로고    scopus 로고
    • Multisite seasonal forecast of arid river flows using a dynamic model combination approach
    • doi:10.1029/2008WR007510
    • Chowdhury, S. and Sharma, A.: Multisite seasonal forecast of arid river flows using a dynamic model combination approach, Water Resour. Res., 45, W10428, doi:10.1029/2008WR007510, 2009.
    • (2009) Water Resour. Res. , vol.45
    • Chowdhury, S.1    Sharma, A.2
  • 17
    • 0034028998 scopus 로고    scopus 로고
    • A generalized seasonal model for flow duration curve
    • DOI 10.1002/(SICI)1099-1085(20000430)14:6<1053::AID-HYP996>3.0. CO;2-B
    • Cigizoglu, H. K. and Bayazit, M.: A generalized seasonal model for flow duration curve, Hydrol. Process., 14, 1053-1067, 2000. (Pubitemid 30319948)
    • (2000) Hydrological Processes , vol.14 , Issue.6 , pp. 1053-1067
    • Cigizoglu, H.K.1    Bayazit, M.2
  • 18
    • 0033096077 scopus 로고    scopus 로고
    • Seasonal climate summary southern hemisphere (winter 1998): Transition toward a cool episode (La Niña)
    • Collins, D.: Seasonal climate summary southern hemisphere (winter 1998): transition toward a cool episode (La Niña), Aust. Meteorol. Mag., 48, 52-62, 1999.
    • (1999) Aust. Meteorol. Mag. , vol.48 , pp. 52-62
    • Collins, D.1
  • 19
    • 0032982188 scopus 로고    scopus 로고
    • Long range forecasting of low rainfall
    • DOI 10.1002/(SICI)1097-0088(199904)19:5<463::AID-JOC364>3.0.CO;2-0
    • Cordery, I.: Long range forecasting of low rainfall, Int. J. Climatol., 19, 463-470, 1999. (Pubitemid 29273578)
    • (1999) International Journal of Climatology , vol.19 , Issue.5 , pp. 463-470
    • Cordery, I.1
  • 20
    • 0032325661 scopus 로고    scopus 로고
    • Seasonal climate summary southern hemisphere (autumn 1998): Decline of a warm episode (El Niño)
    • Courtney, J.: Seasonal climate summary southern hemisphere (autumn 1998): decline of a warm episode (El Niño), Aust. Meteorol. Mag., 47, 339-346, 1998. (Pubitemid 128184067)
    • (1998) Australian Meteorological Magazine , vol.47 , Issue.4 , pp. 339-346
    • Courtney, J.1
  • 22
    • 0034349594 scopus 로고    scopus 로고
    • Global characteristics of streamflow seasonality and variability
    • Dettinger, M. D. and Diaz, H. F.: Global characteristics of streamflow seasonality and variability, J. Hydrometeorol., 1, 289-310, 2000.
    • (2000) J. Hydrometeorol. , vol.1 , pp. 289-310
    • Dettinger, M.D.1    Diaz, H.F.2
  • 23
    • 33845344345 scopus 로고    scopus 로고
    • Rainfall and streamflow response to El Niño Southern Oscillation: A case study in a semiarid catchment, Australia
    • DOI 10.1623/hysj.51.6.1006
    • Dutta, S. C., Ritchie, J. W., Freebairn, D. M., and Abawi, Y.: Rainfall and streamflow response to El Nino Sothern Oscillation: a case study in a semiarid catchment, Australia, Hydrolog. Sci., 51, 1006-1020, 2006. (Pubitemid 44873461)
    • (2006) Hydrological Sciences Journal , vol.51 , Issue.6 , pp. 1006-1020
    • Dutta, S.C.1    Ritchie, J.W.2    Freebairn, D.M.3    Abawi, G.Y.4
  • 24
    • 25444532788 scopus 로고    scopus 로고
    • Flexible smoothing with B-splines and penalties
    • Eilers, P. H. C. and Marx, B. D.: Flexible smoothing with B-splines and penalties, Stat. Sci., 11, 89-101, 1996.
    • (1996) Stat. Sci. , vol.11 , pp. 89-101
    • Eilers, P.H.C.1    Marx, B.D.2
  • 25
    • 0027063189 scopus 로고
    • El Nino/Southern Oscillation modification to the structure of the monsoon and tropical cyclone activity in the Australasian region
    • Evans, J. L. and Allan, R. J.: El Niño/Southern Oscillation modification to the structure of the monsoon and tropical cyclone activity in the Australasian region, Int. J. Climatol., 12, 611-623, 1992. (Pubitemid 23374408)
    • (1992) International Journal of Climatology , vol.12 , Issue.6 , pp. 611-623
    • Evans, J.L.1    Allan, R.J.2
  • 26
    • 0039988139 scopus 로고    scopus 로고
    • Time series forecasting with neural networks: A comparative study using the airline data
    • Faraway, J. and Chatfield, C.: Time series forecasting with neural networks: a comparative study using the airline data, Appl. Stat., 47, 231-250, 1998.
    • (1998) Appl. Stat. , vol.47 , pp. 231-250
    • Faraway, J.1    Chatfield, C.2
  • 27
    • 0034046519 scopus 로고    scopus 로고
    • Markov models for time series with mixed distribution
    • DOI 10.1002/(SICI)1099-095X(200005/06)11:3<327::AID-ENV412>3.0. CO;2-R
    • Grunwald, G. K. and Jones, R. H.: Markov models for time series with mixed distribution, Environmentrics, 11, 327-339, 2000. (Pubitemid 30343233)
    • (2000) Environmetrics , vol.11 , Issue.3 , pp. 327-339
    • Grunwald, G.K.1    Jones, R.H.2
  • 28
    • 0037202446 scopus 로고    scopus 로고
    • Generalized linear and generalized additive models in studies of species distributions: Setting the scene
    • DOI 10.1016/S0304-3800(02)00204-1, PII S0304380002002041
    • Guisan, A., Edwards, T. C., and Hastie, T.: Generalized linear and generalized additive models in studies of species distributions: setting the scene, Ecol. Model., 157, 89-100, 2002. (Pubitemid 35255408)
    • (2002) Ecological Modelling , vol.157 , Issue.2-3 , pp. 89-100
    • Guisan, A.1    Edwards Jr., T.C.2    Hastie, T.3
  • 30
    • 0029530075 scopus 로고
    • A probabilistic forecast contest and the difficulty in assessing short-range forecast uncertainty
    • Hamill, T. M. and Wilks, D. S.: A probabilistic forecast contest and the difficulty in assessing short-range forecast uncertainty, Weather Forecast., 10, 620-631, 1995. (Pubitemid 26475297)
    • (1995) Weather & Forecasting , vol.10 , Issue.3 , pp. 620-631
    • Hamill, T.M.1    Wilks, D.S.2
  • 32
    • 84972488102 scopus 로고
    • Generalized additive models (with discussion)
    • Hastie, T. and Tibshirani, R.: Generalized additive models (with discussion), Stat. Sci., 1, 297-310, 1986.
    • (1986) Stat. Sci. , vol.1 , pp. 297-310
    • Hastie, T.1    Tibshirani, R.2
  • 33
    • 37349048166 scopus 로고    scopus 로고
    • How do probabilistic seasonal climate forecasts compare with other innovations that Australian farmers are encouraged to adopt?
    • DOI 10.1071/AR06200
    • Hayman, P., Crean, J., Mullen, J., and Parton, K.: How do probabilistic seasonal climate forecasts compare with other innovations that Australian farmers are encouraged to adopt?, Aust. J. Agr. Res., 58, 975-984, 2007. (Pubitemid 350303902)
    • (2007) Australian Journal of Agricultural Research , vol.58 , Issue.10 , pp. 975-984
    • Hayman, P.1    Crean, J.2    Mullen, J.3    Parton, K.4
  • 35
    • 0034385564 scopus 로고    scopus 로고
    • Generalized additive modelling of mixed distribution markov models with application to Melbourne's rainfall
    • Hyndman, R. J. and Grunwald, G. K.: Generalized additive modelling of mixed distribution markov models with application to Melbourne's rainfall, Aust. NZ. J. Stat., 42, 145-158, 2000.
    • (2000) Aust. NZ. J. Stat. , vol.42 , pp. 145-158
    • Hyndman, R.J.1    Grunwald, G.K.2
  • 37
    • 0035471264 scopus 로고    scopus 로고
    • On the identification of ENSOinduced rainfall and runoff variability: A comparison of methods and indices
    • Kiem, A. S. and Franks, S. W.: On the identification of ENSOinduced rainfall and runoff variability: a comparison of methods and indices, Hydrolog. Sci. J./Journal des Sciences Hydrologiques, 46, 715-728, 2001.
    • (2001) Hydrolog. Sci. J./Journal des Sciences Hydrologiques , vol.46 , pp. 715-728
    • Kiem, A.S.1    Franks, S.W.2
  • 38
    • 66949142868 scopus 로고    scopus 로고
    • Climatic drivers of victorian streamflow: Is ENSO the dominant influence?
    • Kiem, A. S. and Verdon-Kidd, D. C.: Climatic Drivers of Victorian Streamflow: Is ENSO the Dominant Influence?, Aust. J. Water Resour., 13, 17-29, 2009.
    • (2009) Aust. J. Water Resour. , vol.13 , pp. 17-29
    • Kiem, A.S.1    Verdon-Kidd, D.C.2
  • 39
    • 0020971827 scopus 로고
    • Why should a forecaster and a decision maker use Bayes theorem
    • Krzysztofowicz, R.: Why should a forecaster and a decision maker use Bayes theorem, Water Resour. Res., 19, 327-336, 1983.
    • (1983) Water Resour. Res. , vol.19 , pp. 327-336
    • Krzysztofowicz, R.1
  • 40
    • 0035426007 scopus 로고    scopus 로고
    • The case for probabilistic forecasting in hydrology
    • DOI 10.1016/S0022-1694(01)00420-6, PII S0022169401004206
    • Krzysztofowicz, R.: The case for probabilistic forecasting in hydrology, J. Hydrol., 249, 2-9, 2001. (Pubitemid 32664992)
    • (2001) Journal of Hydrology , vol.249 , Issue.1-4 , pp. 2-9
    • Krzysztofowicz, R.1
  • 41
    • 0000840186 scopus 로고
    • Testing the null hypothesis of stationarity against the alternative of a unit root
    • Kwiatkowski, D., Phillips, P., Schmidt, P., and Shin, Y.: Testing the null hypothesis of stationarity against the alternative of a unit root, J. Econometr., 54, 78, 1992.
    • (1992) J. Econometr. , vol.54 , pp. 78
    • Kwiatkowski, D.1    Phillips, P.2    Schmidt, P.3    Shin, Y.4
  • 42
    • 0035971773 scopus 로고    scopus 로고
    • Comparisons of two-part models with competitors
    • DOI 10.1002/sim.790
    • Lachenbruch, P. A.: Comparisons of two-part models with competitors, Stat. Med., 20, 1215-1234, 2001. (Pubitemid 32396654)
    • (2001) Statistics in Medicine , vol.20 , Issue.8 , pp. 1215-1234
    • Lachenbruch, P.A.1
  • 43
    • 0036630603 scopus 로고    scopus 로고
    • Areas beneath the relative operating characteristics (ROC) and relative operating levels (ROL) curves: Statistical significance and interpretation
    • DOI 10.1256/003590002320603584
    • Mason, S. and Graham, N.: Areas beneath the relative operating characteristics (roc) and relative operating levels (rol) curves: Statistical significance and interpretation, Q. J. Roy. Meteorol. Soc., 128, 2145-2166, 2002. (Pubitemid 34995960)
    • (2002) Quarterly Journal of the Royal Meteorological Society , vol.128 , Issue.584 PART B , pp. 2145-2166
    • Mason, S.J.1    Graham, N.E.2
  • 45
    • 33846554136 scopus 로고    scopus 로고
    • Association between Australian rainfall and the Southern Annular Mode
    • DOI 10.1002/joc.1370
    • Meneghini, B., Simmonds, I., and Smith, I. N.: Association between Australian rainfall and the Southern Annular Mode, Int. J. Climatol., 27, 109-121, 2007. (Pubitemid 46157866)
    • (2007) International Journal of Climatology , vol.27 , Issue.1 , pp. 109-121
    • Meneghini, B.1    Simmonds, I.2    Smith, I.N.3
  • 48
    • 80755135257 scopus 로고    scopus 로고
    • NCAR: Research Application Program: verification: Forecast verification utilities, R package version 1.31, 2010.
    • NCAR: Research Application Program: verification: Forecast verification utilities, R package version 1.31, 2010.
  • 49
    • 33745445005 scopus 로고    scopus 로고
    • Ignorance is bliss: Or seven reasons not to use uncertainty analysis
    • DOI 10.1029/2005WR004820
    • Pappenberger, F. and Beven, K. J.: Ignorance is bliss: Or seven reasons not to use uncertainty analysis, Water Resour. Res., 42, W05302, doi:10.1029/2005WR004820, 2006. (Pubitemid 43955900)
    • (2006) Water Resources Research , vol.42 , Issue.5
    • Pappenberger, F.1    Beven, K.J.2
  • 50
    • 0033117429 scopus 로고    scopus 로고
    • Long-range streamflow forecasting using El-Nino Southern Oscillation indicators
    • DOI 10.1061/(ASCE)1084-0699(1999)4:2(144)
    • Piechota, T. C. and Dracup, J. A.: Long-range streamflow forecasting using El Nino-Southern Oscillation indicators, J. Hydrol. Eng.-ASCE, 4, 144-151, 1999. (Pubitemid 29340858)
    • (1999) Journal of Hydrologic Engineering , vol.4 , Issue.2 , pp. 144-151
    • Piechota, T.C.1    Dracup, J.A.2
  • 51
    • 0031761092 scopus 로고    scopus 로고
    • Seasonal streamflow forecasting in eastern Australia and the El Nino-Southern Oscillation
    • Piechota, T. C., Chiew, F. H. S., Dracup, J. A., and McMahon, T. A.: Seasonal streamflow forecasting in eastern Australia and the El Niño-Southern Oscillation, Water Resour. Res., 34, 3035-3044, 1998. (Pubitemid 28494936)
    • (1998) Water Resources Research , vol.34 , Issue.11 , pp. 3035-3044
    • Piechota, T.C.1    Chiew, F.H.S.2    Dracup, J.A.3    McMahon, T.A.4
  • 53
    • 66949134020 scopus 로고    scopus 로고
    • Regional projections of future seasonal and annual changes in rainfall and temperature over Australia based on skill-selected AR4 models
    • Pitman, A. J. and Perkins, S. E.: Regional projections of future seasonal and annual changes in rainfall and temperature over Australia based on skill-selected AR4 models, Earth Interact., 12, 1-50, 2008.
    • (2008) Earth Interact. , vol.12 , pp. 1-50
    • Pitman, A.J.1    Perkins, S.E.2
  • 54
    • 80755175583 scopus 로고    scopus 로고
    • R Development Core Team: R: A language and environment for statistical computing, R Foundation for Statistical Computing, 2011.
    • R Development Core Team: R: A language and environment for statistical computing, R Foundation for Statistical Computing, 2011.
  • 56
    • 33845682173 scopus 로고    scopus 로고
    • Using the Box-Cox t distribution in GAMLSS to model skewness and kurtosis
    • DOI 10.1191/1471082X06st122oa
    • Rigby, R. A. and Stasinopoulos, D. M.: Using the Box-Cox t distribution in GAMLSS to model skewness and kurtosis, Stat. Modell., 6, 209-229, 2006. (Pubitemid 44946575)
    • (2006) Statistical Modelling , vol.6 , Issue.3 , pp. 209-229
    • Rigby, R.A.1    Stasinopoulos, D.M.2
  • 57
    • 28044433652 scopus 로고    scopus 로고
    • Skill of medium-range hydrological ensemble predictions
    • DOI 10.1175/JHM436.1
    • Roulin, E. and Vannitsem, S.: Skill of medium-range hydrological ensemble predictions, J. Hydrometeorol., 6, 729-744, 2005. (Pubitemid 41685200)
    • (2005) Journal of Hydrometeorology , vol.6 , Issue.5 , pp. 729-744
    • Roulin, E.1    Vannitsem, S.2
  • 58
    • 34447108364 scopus 로고    scopus 로고
    • Forecasting streamflows in Australia using the tropical Indo-Pacific thermocline as predictor
    • DOI 10.1016/j.jhydrol.2007.04.021, PII S0022169407002569
    • Ruiz, J. E., Cordery, I., and Sharma, A.: Forecasting streamflows in Australia using the tropical Indo-Pacific thermocline as predictor, J. Hydrol., 341, 156-164, 2007. (Pubitemid 47030444)
    • (2007) Journal of Hydrology , vol.341 , Issue.3-4 , pp. 156-164
    • Ruiz, J.E.1    Cordery, I.2    Sharma, A.3
  • 59
    • 0042039710 scopus 로고    scopus 로고
    • Structure of SST and surface wind variability during Indian Ocean Dipole mode events: COADS observations
    • DOI 10.1175/1520-0442(2003)016<2735:SOSASW>2.0.CO;2
    • Saji, N. H. and Yamagata, T.: Structure of SST and surface wind variability during Indian Ocean dipole mode events: COADS observations, J. Climate, 16, 2735-2751, 2003. (Pubitemid 37172217)
    • (2003) Journal of Climate , vol.16 , Issue.16 , pp. 2735-2751
    • Saji, N.H.1    Yamagata, T.2
  • 60
    • 0034728368 scopus 로고    scopus 로고
    • On the misuses of artificial neural networks for prognostic and diagnostic classification in oncology
    • DOI 10.1002/(SICI)1097-0258(20000229)19:4<541::AID-SIM355>3.0.CO;2- V
    • Schwarzer, G., Vach, W., and Schumacher, M.: On the misuses of artificial neural networks for prognostic and diagnostic classification in oncology, Stat. Med., 19, 541-561, 2000. (Pubitemid 30126883)
    • (2000) Statistics in Medicine , vol.19 , Issue.4 , pp. 541-561
    • Schwarzer, G.1    Vach, W.2    Schumacher, M.3
  • 61
    • 0034694864 scopus 로고    scopus 로고
    • Seasonal to interannual rainfall probabilistic forecasts for improved water supply management: Part 3 - A nonparametric probabilistic forecast model
    • DOI 10.1016/S0022-1694(00)00348-6, PII S0022169400003486
    • Sharma, A.: Seasonal to interannual rainfall probabilistic forecasts for improved water supply management: Part 3 -A nonparametric probabilistic forecast model, J. Hydrol., 239, 249-258, 2000. (Pubitemid 32010451)
    • (2000) Journal of Hydrology , vol.239 , Issue.1-4 , pp. 249-258
    • Sharma, A.1
  • 62
    • 0001665758 scopus 로고    scopus 로고
    • A nonparametric approach for daily rainfall simulation
    • Sharma, A. and Lall, U.: A nonparametric approach for daily rainfall simulation, Math. Comput. Simul., 48, 361-372, 1998.
    • (1998) Math. Comput. Simul. , vol.48 , pp. 361-372
    • Sharma, A.1    Lall, U.2
  • 63
    • 0034694808 scopus 로고    scopus 로고
    • Seasonal to interannual rainfall probabilistic forecasts for improved water supply management: Part 2 - Predictor identification of quarterly rainfall using ocean-atmosphere information
    • DOI 10.1016/S0022-1694(00)00347-4, PII S0022169400003474
    • Sharma, A., Luk, K. C., Cordery, I., and Lall, U.: Seasonal to interannual rainfall probabilistic forecasts for improved water supply management: Part 2 -Predictor identification of quarterly rainfall using ocean-atmosphere information, J. Hydrol., 239, 240-248, 2000. (Pubitemid 32010450)
    • (2000) Journal of Hydrology , vol.239 , Issue.1-4 , pp. 240-248
    • Sharma, A.1    Luk, K.C.2    Cordery, I.3    Lall, U.4
  • 64
    • 0034127203 scopus 로고    scopus 로고
    • Artificial neural networks and long-range precipitation prediction in California
    • Silverman, D. and Dracup, J. A.: Artificial neural networks and long-range precipitation prediction in California, J. Appl. Meteorol., 39, 57-66, 2000. (Pubitemid 30203327)
    • (2000) Journal of Applied Meteorology , vol.39 , Issue.1 , pp. 57-66
    • Silverman, D.1    Dracup, J.A.2
  • 65
    • 0030300289 scopus 로고    scopus 로고
    • IQQM - A hydrologic modelling tool for water resource and salinity management
    • PII S0266983896000196
    • Simons, M., Podger, G., and Cooke, R.: IQQM-A hydrologic modelling tool for water resource and salinity management, Environ. Softw., 11, 185-192, 1996. (Pubitemid 126698736)
    • (1996) Environmental Software , vol.11 , Issue.1-3 , pp. 185-192
    • Simons, M.1    Podger, G.2    Cooke, R.3
  • 66
    • 63149155792 scopus 로고    scopus 로고
    • Long lead-time streamflow forecasting of the North Platte River incorporating oceanic-atmospheric climate variability
    • Soukup, T. L., Aziz, O. A., Tootle, G. A., Piechota, T. C., andWulff, S. S.: Long lead-time streamflow forecasting of the North Platte River incorporating oceanic-atmospheric climate variability, J. Hydrol., 368, 131-142, 2009.
    • (2009) J. Hydrol. , vol.368 , pp. 131-142
    • Soukup, T.L.1    Aziz, O.A.2    Tootle, G.A.3    Piechota, T.C.4    Andwulff, S.S.5
  • 67
    • 40549109271 scopus 로고    scopus 로고
    • Generalized additive models for location scale and shape (GAMLSS) in R
    • Stasinopoulos, D. and Rigby, R.: Generalized additive models for location scale and shape (GAMLSS) in R, J. Stat. Softw., 23, 1-46, 2007.
    • (2007) J. Stat. Softw. , vol.23 , pp. 1-46
    • Stasinopoulos, D.1    Rigby, R.2
  • 68
    • 0346895076 scopus 로고    scopus 로고
    • Floodplain-river ecosystems: Lateral connections and the implications of human interference
    • DOI 10.1016/S0169-555X(03)00160-0
    • Thoms, M. C.: Floodplain-river ecosystems: lateral connections and the implications of human interference, Geomorphology, 56, 335-349, 2003. (Pubitemid 37529237)
    • (2003) Geomorphology , vol.56 , Issue.3-4 , pp. 335-349
    • Thoms, M.C.1
  • 69
    • 0242349281 scopus 로고    scopus 로고
    • Identifying spatial and temporal patterns in the hydrological character of the Condamine-Balonne River, Australia, using multivariate statistics
    • DOI 10.1002/rra.737, Environmental Flows for River Systems
    • Thoms, M. C. and Parsons, M.: Identifying spatial and temporal patterns in the hydrological character of the Condamine-Balonne river, Australia, using multivariate statistics, River Res. Appl., 19, 443-457, 2003. (Pubitemid 37348208)
    • (2003) River Research and Applications , vol.19 , Issue.5-6 , pp. 443-457
    • Thoms, M.C.1    Parsons, M.2
  • 70
    • 0037092727 scopus 로고    scopus 로고
    • Does soil moisture influence climate variability and predictability over Australia?
    • Timbal, B., Power, S., Colman, R., Viviand, J., and Lirola, S.: Does soil moisture influence climate variability and predictability over Australia?, J. Climate, 15, 1230-1238, 2002. (Pubitemid 34657995)
    • (2002) Journal of Climate , vol.15 , Issue.10 , pp. 1230-1238
    • Timbal, B.1    Power, S.2    Colman, R.3    Viviand, J.4    Lirola, S.5
  • 71
    • 4544361705 scopus 로고    scopus 로고
    • Suwannee river long range streamflow forecasts based on seasonal climate predictors
    • Tootle, G. A. and Piechota, T. C.: Suwannee River long range streamflow forecasts based on seasonal climate predictors, J. Am. Water Resour. Assoc., 40, 523-532, 2004. (Pubitemid 39250939)
    • (2004) Journal of the American Water Resources Association , vol.40 , Issue.2 , pp. 523-532
    • Tootle, G.A.1    Piechota, T.C.2
  • 72
    • 0035870108 scopus 로고    scopus 로고
    • Indices of El Niño evolution
    • Trenberth, K. E. and Stepaniak, D. P.: Indices of El Niño evolution, J. Climate, 14, 1697-1701, 2001.
    • (2001) J. Climate , vol.14 , pp. 1697-1701
    • Trenberth, K.E.1    Stepaniak, D.P.2
  • 74
    • 58149183668 scopus 로고    scopus 로고
    • Describing long-term trends in precipitation using generalized additive models
    • Underwood, F. M.: Describing long-term trends in precipitation using generalized additive models, J. Hydrol., 364, 285-297, 2009.
    • (2009) J. Hydrol. , vol.364 , pp. 285-297
    • Underwood, F.M.1
  • 75
    • 17444397134 scopus 로고    scopus 로고
    • Influence of Indian Ocean sea-surface temperature variability on winter rainfall across eastern Australia
    • Verdon, D. C. and Franks, S. W.: Indian Ocean sea surface temperature variability and winter rainfall: Eastern Australia, Water Resour. Res., 41, 335-345, 2005a. (Pubitemid 40538603)
    • (2005) IAHS-AISH Publication , Issue.295 , pp. 335-345
    • Verdon, D.C.1    Franks, S.W.2
  • 76
    • 17444397134 scopus 로고    scopus 로고
    • Influence of Indian Ocean sea-surface temperature variability on winter rainfall across eastern Australia
    • Verdon, D. C. and Franks, S. W.: Influence of Indian Ocean seasurface temperature variability on winter rainfall across eastern Australia, Regional Hydrological Impacts of Climatic Change -Impact assessment and decision making, Brazil, 335-345, 2005b. (Pubitemid 40538603)
    • (2005) IAHS-AISH Publication , Issue.295 , pp. 335-345
    • Verdon, D.C.1    Franks, S.W.2
  • 77
    • 0033559150 scopus 로고    scopus 로고
    • Western Pacific interannual variability associated with the El-Nino-Southern Oscillation
    • Wang, C., Weisberg, R. H., and Virmani, J. I.: Western pacific interannual variability associated with the El Nino-Southern Oscillation, J. Geophys. Res., 104, 5131-5149, 1999. (Pubitemid 29271002)
    • (1999) Journal of Geophysical Research C: Oceans , vol.104 , Issue.3 , pp. 5131-5149
    • Wang, C.1    Weisberg, R.H.2    Virmani, J.I.3
  • 78
    • 34548502685 scopus 로고    scopus 로고
    • Sensitivity of Australian rainfall to inter-El Niño variations
    • DOI 10.1175/JCLI4228.1
    • Wang, G. and Hendon, H. H.: Sensitivity of Australian rainfall to Inter-El Niño variations, J. Climate, 20, 4211-4226, 2007. (Pubitemid 47377681)
    • (2007) Journal of Climate , vol.20 , Issue.16 , pp. 4211-4226
    • Wang, G.1    Hendon, H.H.2
  • 79
    • 67650292897 scopus 로고    scopus 로고
    • A Bayesian joint probability modeling approach for seasonal forecasting of streamflows at multiple sites
    • doi:10.1029/2008WR007355
    • Wang, Q. J., Robertson, D. E., and Chiew, F. H. S.: A Bayesian joint probability modeling approach for seasonal forecasting of streamflows at multiple sites, Water Resour. Res., 45, W05407, doi:10.1029/2008WR007355, 2009.
    • (2009) Water Resour. Res. , vol.45
    • Wang, Q.J.1    Robertson, D.E.2    Chiew, F.H.S.3
  • 80
    • 79551577487 scopus 로고    scopus 로고
    • A transitionphase teleconnection of the Pacific quasi-decadal oscillation
    • Wang, S. Y., Gillies, R. R., Hipps, L. E., and Jin, J.: A transitionphase teleconnection of the Pacific quasi-decadal oscillation, Clim. Dynam., 36, 1-13, 2010.
    • (2010) Clim. Dynam. , vol.36 , pp. 1-13
    • Wang, S.Y.1    Gillies, R.R.2    Hipps, L.E.3    Jin, J.4
  • 81
    • 77954402492 scopus 로고    scopus 로고
    • An upper limit to seasonal rainfall predictability?
    • Westra, S. and Sharma, A.: An Upper Limit to Seasonal Rainfall Predictability?, J. Climate, 23, 3332-3351, 2010.
    • (2010) J. Climate , vol.23 , pp. 3332-3351
    • Westra, S.1    Sharma, A.2
  • 83
    • 33746801903 scopus 로고    scopus 로고
    • Why do we still use stepwise modelling in ecology and behaviour?
    • DOI 10.1111/j.1365-2656.2006.01141.x
    • Whittingham, M. J., Stephens, P. A., Bradbury, R. B., and Freckleton, R. P.: Why do we still use stepwise modelling in ecology and behaviour?, J. Animal Ecol., 75, 1182-1189, 2006. (Pubitemid 44175184)
    • (2006) Journal of Animal Ecology , vol.75 , Issue.5 , pp. 1182-1189
    • Whittingham, M.J.1    Stephens, P.A.2    Bradbury, R.B.3    Freckleton, R.P.4
  • 84
    • 0344891136 scopus 로고
    • A decision-analytic study of the joint value of seasonal precipitation and temperature forecasts in a choice-of-crop problem
    • Wilks, D. S. and Murphy, A. H.: A decision-analytic study of the joint value of seasonal precipitation and temperature forecasts in a choice-of-crop problem, Atmos.-Ocean, 24, 353-368, 1986.
    • (1986) Atmos.-Ocean , vol.24 , pp. 353-368
    • Wilks, D.S.1    Murphy, A.H.2
  • 88
    • 0035248647 scopus 로고    scopus 로고
    • Hydrological implications of the Southern Oscillation: Variability of the rainfall-runoff relationship
    • Wooldridge, S. A., Franks, S. W., and Kalma, J. D.: Hydrological implications of the Southern Oscillation: variability of the rainfall-runoff relationship, Hydrolog. Sci. J., 46, 73-88, 2001. (Pubitemid 32286065)
    • (2001) Hydrological Sciences Journal , vol.46 , Issue.1 , pp. 73-88
    • Wooldridge, S.A.1    Franks, S.W.2    Kalma, J.D.3
  • 89
    • 17944392669 scopus 로고
    • A stochastic model for daily river flows in an arid region
    • Yakowitz, S. J.: A stochastic model for daily river flows in an arid region, Water Resour. Res., 9, 1271-1285, 1973.
    • (1973) Water Resour. Res. , vol.9 , pp. 1271-1285
    • Yakowitz, S.J.1


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