SEARCH

SEARCH BY CITATION

References

  • Allan RJ. 1983. Monsoon and teleconnection variability over Australasia during the Southern Hemisphere summers of 1973–77. Monthly Weather Review 111(1): 113142.
  • Asefa T, Kemblowski MW, Lall U, Urroz G. 2005. Support vector machines for nonlinear state space reconstruction: Application to the Great Salt Lake time series. Water Resources Research 41: W12422. DOI: 10.1029/2004WR003785.
  • Asefa T, Kemblowski MW, McKee M, Khalil A. 2006. Multi-time scale stream flow predictions: The support vector machines approach. Journal of Hydrology 318(1–4): 716.
  • Asefa T, Kemblowski MW, Urroz G, McKee M, Khalil A. 2004. Support vectors–based groundwater head observation networks design. Water Resources Research 40: W11509. DOI: 10.1029/2004WR 003304.
  • Boser BE, Guyon I, Vapnik V. 1992. A training algorithm for optimal margin classifiers, 5th Annual ACM Workshop on Computational Learning Theory. ACM, Pittsburgh: 144152.
  • Breiman L. 1996. Bagging predictors. Machine Learning 24(2): 123140.
  • Chang CP. 2004. East Asian Monsoon. World Scientific: Singapore.
  • Chang FJ, Chang YT. 2006. Adaptive neuron-fuzzy inference system for prediction of water level in reservoir. Advances in Water Resources 29: 110.
  • Chen CS, Chen YL. 2003. The rainfall characteristics of Taiwan. Monthly Weather Review 131(7): 13231341.
  • Chen GTJ, Chen SY, Yan MH. 1983. The winter diurnal circulation and its influence on precipitation over the coastal area of Northern Taiwan. Monthly Weather Review 111(11): 22692274.
  • Chiew FHS, Piechota TC, Dracup JA, McMahon TA. 1998. El Ni no–Southern Oscillation and Australian rainfall, streamflow and drought: Links and potential for forecasting. Journal of Hydrology 204(1): 138149.
  • Chowdhury S, Sharma A. 2009. Long range NINO3.4 predictions using pair wise dynamic combinations of multiple models. Journal of Climate. DOI: 10.1175/2008JCLI2210.1.
  • Chu JL, Kang H, Tam CY, Park CK, Chen CT. 2008. Seasonal forecast for local precipitation over northern Taiwan using statistical downscaling. Journal of Geophysical Research 113: D12118. DOI: 10.1029/2007JD009424.
  • Colman AW, Davey MK. 2003. Statistical prediction of global sea surface temperature anomalies. International Journal of Climatology 23: 16771697.
  • Dibike BY, Velickov S, Solomatine D, Abbot BM. 2001. Model induction with support vector machines: introduction and applications. Journal of Computing in Civil Engineering 15(3): 208216.
  • Ding YH. 1993. A Study on the Excessively Heavy Rainfall Over the Yangtze-Huaihe River Basin in 1991 (in Chinese). China Meteorological Press: Vol. 2–4: 254.
  • Efron B, Tibshirani RJ. 1993. An Introduction to the Bootstrap. Chapman & Hall: New York.
  • Eldaw AK, Salas JD, Garcia LA. 2003. Long-range forecasting of the Nile River flows using climatic forcing. Journal of Applied Meteorology 42(7): 890904.
  • Fowler HJ, Kilsby CG. 2002. Rainfall and the North Atlantic Oscillation: a case study of climate variability in northern England. International Journal of Climatology 22: 843866.
  • Gentle JE, Härdle W, Mori Y. 2004. Handbook of Computational Statistics. Springer: Berlin.
  • Goldberg DE. 1989. Genetic Algorithms in Search, Optimization, and Machine Learning. Addison-Wesley: Boston.
  • Gunn SR. 1997. Support Vector Machines for Classification and Regression, Technical Report. Image Speech and Intelligent Systems Research Group, University of Southampton: Southampton.
  • Hamlet AF, Huppert D, Lettenmaier DP. 2002. Economic value of long-lead streamflow forecasts for Columbia River hydropower. Journal of Water Resources Planning and Management 128(2): 91101.
  • Hamlet AF, Lettenmaier DP. 1999. Columbia River stream-flow forecasting based on ENSO and PDO climate signals. Journal of Water Resources Planning and Management 125(6): 333341.
  • Harshburger B, Hengchun Y, Dzialoski J. 2002. Observational evidence of the influence of Pacific SSTs on winter precipitation and spring stream discharge in Idaho. Journal of Hydrology 264(1): 157169.
  • Hua XG, Ni YQ, Ko JM, Wong KY. 2007. Modeling of temperature–frequency correlation using combined principal component analysis and support vector regression technique. Journal of Computing in Civil Engineering 21(2): 122135.
  • Huang WC, Chou CC. 2005. Drought early warning system in reservoir operation: Theory and practice. Water Resources Research 41: W11406. DOI: 10.1029/2004WR003830.
  • Huang WC, Yuan L, Lee C. 2002. Linking genetic algorithms with stochastic dynamic programming to the long-term operation of a multireservoir system. Water Resources Research 38(12): 1304. DOI: 10.1029/2001WR001122.
  • Karamouz M, Zahraie B. 2004. Seasonal streamflow forecasting using snow budget and El Niño–Southern Oscillation climate signals: application to the Salt River Basin in Arizona. Journal of Hydrological Engineering 9(6): 523533.
  • Khan MS, Coulibaly P. 2006. Application of support vector machine in lake water level prediction. Journal of Hydrologic Engineering 11(3): 199205.
  • Kim YO, Palmer RN. 1997. Value of seasonal flow forecasts in bayesian stochastic programming. Journal of Water Resources Planning and Management 123(6): 327335.
  • Landman WA, Goddard L. 2002. Statistical recalibration of GCM forecasts over southern Africa using model output statistics. Journal of Climate 15(15): 20382055.
  • Liong SY, Sivapragasam C. 2002. Flood stage forecasting with support vector machines. Journal of the American Water Resources Association 38(1): 173186.
  • Liu ZJ, Valdes JB, Entekhabi D. 1998. Merging and error analysis of regional hydrometeorologic anomaly forecasts conditioned on climate precursors. Water Resources Research 34(8): 19591969.
  • Meehl GA, Arblaster JM. 2002. The tropospheric biennial oscillation and Asian-Australian monsoon rainfall. Journal of Climate 15(7): 722744.
  • Piechota TC, Dracup JA. 1999. Long-range streamflow forecasting using El Niño-southern oscillation indicators. Journal of Hydrological Engineering 4(2): 144151.
  • Raftery AE, Geneiting T, Balabdaoui F, Polakowski M. 2005. Using Bayesian Model Averaging to calibrate forecast ensembles. Monthly WeatherReview 133: 11551174.
  • Roeckner E, Arpe K, Bengtsson L, Christoph M, Claussen M, Dümenil L, Esch M, Giorgetta M, Schlese U, Schulzweida U. 1996. The Atmospheric General Circulation Model ECHAM-4: Model Description and Simulation of Present-Day Climate. Max-Planck-Institute for Meteorology report No. 218: 90.
  • Sharma A. 2000. Seasonal to interannual rainfall probabilistic forecasts for improved water supply management: Part 1–A strategy for system predictor identification. Journal of Hydrology 239(1–4): 232239.
  • Shiau JT, Lee HC. 2005. Derivation of optimal hedging rules for a water-supply reservoir through comprising programming. Water Resources Management 19: 111132.
  • Shu YT. 2003. Study on Transfer of Tou-Chien Creek's Agricultural Water in Drought Period (in Chinese). Master Thesis. Chung Hua University: Hsinchu.
  • Souza Filho FA, Lall U. 2003. Seasonal to interannual ensemble streamflow forecasts for Ceara, Brazil: applications of a multi-variate, semiparametric algorithm. Water Resources Research 39(11): 13071325. DOI:10.1029/2002WR001373.
  • Thissen U, van Brakel R, de Weijer AP, Melssen WJ, Buydens LMC. 2003. Using support vector machines for time series prediction. Chemometrics and Intelligent Laboratory Systems 69: 3549.
  • Vapnik V. 1998. Statistical Learning Theory. John Wiley: Hoboken.
  • Wang B. 2006. The Asian Monsoon. Springer: New York.
  • Westphal KS, Vogel RM, Kirshen P, Chapra SC. 2003. Decision support system for adaptive water supply management. Journal of Water Resources Planning and Management 129(3): 165177.
  • Wheeler M, Kiladis GN, Webster PJ. 2000. Large-scale dynamical fields associated with convectively coupled equatorial waves. Journal of Atmospheric Sciences 57(5): 613640.
  • Wilks DS. 1995. Forecast verification, Statistical Methods in the Atmosphere Sciences. Academic Press: San Diego, CA; 233283.
  • Winston WL, Venkataramanan M. 2003. Introduction to Mathematical Programming. Brooks/Cole: Pacific Grove.
  • Wu R, Hu ZZ, Kirtman BP. 2003. Evolution of ENSO-related rainfall anomalies in East Asia. Journal of Climate 16(22): 37423758.
  • Xu K, Brown C, Kwon HH, Lall U, Zhang J, Hayashi S, Chen Z. 2007. Climate teleconnections to Yangtze river seasonal streamflow at the Three Gorges Dam, China. International Journal of Climatology 27(6): 771780.
  • Xue YK, Sun S, Lau JM, Ji J, Poccard I, Kang HS, Zhang R, Wu G, Zhang J, Schaake J, Jiao Y. 2005. Multiscale variability of the river runoff system in China and its link to precipitation and sea surface temperature. Journal of Hydrometeorology 6(4): 550570.
  • Yang S, Lau KM, Kim KM. 2002. Variations of the East Asian jet stream and Asian–Pacific–American winter climate anomalies. Journal of Climate 15(3): 306325.
  • Yu PS, Chen ST, Chang IF. 2006. Support vector regression for real-time flood stage forecasting. Journal of Hydrology 328(3–4): 704716.
  • Yu XY, Liong SY. 2007. Forecasting of hydrology time series with ridge regression in feature space. Journal of Hydrology 332(3–4): 290302.
  • Yu PS, Yang TC, Wu CK. 2002. Impact of climate change on water resources in southern Taiwan. Journal of Hydrology 260: 161175.