STOCHASTIC GENERATION OF CLIMATE DATA : A REVIEW

[1]  T. A. Buishand,et al.  Stochastic Modelling of Daily Rainfall sequences , 1979 .

[2]  Dennis P. Lettenmaier,et al.  A hierarchical stochastic model of large‐scale atmospheric circulation patterns and multiple station daily precipitation , 1992 .

[3]  Michael F. Hutchinson.  Robust calibration of seasonally varying stochastic weather models using periodic smoothing splines , 1990 .

[4]  C. W. Richardson,et al.  Normalization of Rainfall Across Different Time Steps , 1993 .

[5]  Upmanu Lall,et al.  A k‐nearest‐neighbor simulator for daily precipitation and other weather variables , 1999 .

[6]  H. Loáiciga,et al.  Climate-change impacts in a regional karst aquifer, Texas, USA , 2000 .

[7]  Statistical modeling of daily rainfall occurrences , 1987 .

[8]  B. Sansó,et al.  Venezuelan Rainfall Data Analysed by Using a Bayesian Space–time Model , 1999 .

[9]  B. Sansó,et al.  A stochastic model for tropical rainfall at a single location , 1999 .

[10]  O. D. Jimoh,et al.  The optimum order of a Markov chain model for daily rainfall in Nigeria , 1996 .

[11]  A Nonhomogeneous Markov Model for Daily Precipitation , 1996 .

[12]  P. Purdue,et al.  Stochastic Models for Precipitation , 1977 .

[14]  C. W. Richardson.  Stochastic simulation of daily precipitation, temperature, and solar radiation , 1981 .

[15]  Peter Guttorp,et al.  A Hidden Markov Model for Space‐Time Precipitation , 1991 .

[16]  A. Karr,et al.  Parameter Estimation for a Model of Space‐Time Rainfall , 1985 .

[17]  T. Chapman.  Stochastic models for daily rainfall in the Western Pacific , 1997 .

[18]  Thomas A. McMahon,et al.  Stochastic generation of monthly flows for ephemeral streams , 1980 .

[19]  F. D. Valle,et al.  Natural climatic changes and solar cycles: an analysis of hydrological time series , 2000 .

[20]  Robert L. Wilby,et al.  NON‐STATIONARITY IN DAILY PRECIPITATION SERIES: IMPLICATIONS FOR GCM DOWN‐SCALING USING ATMOSPHERIC CIRCULATION INDICES , 1997 .

[21]  Henrik Madsen,et al.  Prediction in partial duration series with generalized pareto‐distributed exceedances , 1992 .

[22]  András Bárdossy,et al.  Modeling daily rainfall using a semi-Markov representation of circulation pattern occurrence , 1991 .

[23]  R. Braddock,et al.  Seasonal changes in interrelationships between climatic variables , 1990 .

[24]  G. Schwarz.  Estimating the Dimension of a Model , 1978 .

[25]  P. Gleick.  Climate change, hydrology, and water resources , 1989 .

[26]  D. Wilks.  Multisite generalization of a daily stochastic precipitation generation model , 1998 .

[27]  T. A. McMahon,et al.  Stochastic Simulation of Daily Rainfall for Australian Stations , 1983 .

[28]  M. Hutchinson,et al.  Methods of generation of weather sequences. , 1987 .

[29]  Murugesu Sivapalan,et al.  Tests of a space‐time model of daily rainfall in southwestern Australia based on nonhomogeneous random cascades , 2000 .

[30]  Michael F. Hutchinson,et al.  Stochastic space-time weather models from ground-based data , 1995 .

[31]  Dennis P. Lettenmaier,et al.  A Markov Renewal Model for Rainfall Occurrences , 1987 .

[32]  G. McCabe,et al.  Simulation of precipitation by weather type analysis , 1991 .

[33]  George Kuczera,et al.  Modelling Long Term Persistence in Rainfall Time Series: Sydney Rainfall Case Study , 1999 .

[34]  T. J. Chang,et al.  Daily Precipitation Modeling by Discrete Autoregressive Moving Average Processes , 1984 .

[35]  Upmanu Lall,et al.  A Nearest Neighbor Bootstrap For Resampling Hydrologic Time Series , 1996 .

[36]  M. Small,et al.  The Relationship Between a Continuous‐Time Renewal Model and a Discrete Markov Chain Model of Precipitation Occurrence , 1986 .

[37]  R. Katz.  On Some Criteria for Estimating the Order of a Markov Chain , 1981 .

[38]  O. D. Jimoh,et al.  Stochastic modelling of daily rainfall in Nigeria: intra-annual variation of model parameters , 1999 .

[39]  Peter Guttorp,et al.  A Nonhomogeneous Hidden Markov Model for Precipitation , 1996 .

[40]  Multilag multivariate autoregressive model for the generation of operational hydrology , 1972 .

[41]  R. Katz.  Use of conditional stochastic models to generate climate change scenarios , 1996 .

[42]  R. Srikanthan,et al.  A review of lag-one Markov models for generation of annual flows , 1978 .

[43]  Alan F. Karr,et al.  A point process model of summer season rainfall occurrences , 1983 .

[44]  A. Bárdossy,et al.  SPACE-TIME MODEL FOR DAILY RAINFALL USING ATMOSPHERIC CIRCULATION PATTERNS , 1992 .

[45]  David A. Woolhiser,et al.  Stochastic daily precipitation models: 2. A comparison of distributions of amounts , 1982 .

[46]  J. M. Mejía,et al.  Disaggregation models in hydrology revisited , 1976 .

[47]  David G. Tarboton,et al.  Multivariate nonparametric resampling scheme for generation of daily weather variables , 1997 .

[48]  D. Carter.  COPING WITH CLIMATE , 2001 .

[49]  Jery R. Stedinger,et al.  A condensed disaggregation model for incorporating parameter uncertainty into monthly reservoir simulations , 1985 .

[50]  E. L. Russell.  Statistics in the Environmental & Earth Sciences , 1992 .

[51]  K. Eidsvik.  Identification of Models for Some Times Series of Atmospheric Origin with Akaike's Information Criterion , 1980 .

[52]  Richard P. Turco,et al.  Use of general circulation model output in the creation of climate change scenarios for impact analysis , 1993 .

[53]  R. Srikanthan,et al.  Stochastic time series modelling of arid zone streamflows / Modèle stochastique des séries des temps élémentaires des valeurs d'écoulement total dans une zone aride , 1980 .

[54]  D. Wilks.  Estimating the consequences of CO2-induced climatic change on north american grain agriculture using general circulation model information , 1988 .

[55]  E. Parent,et al.  Inference et validation bayesiennes d'un modele de pluie journaliere en regime de mousson / Bayesian identification and validation of a daily rainfall model under monsoon conditions , 1999 .

[56]  Thomas M. Over,et al.  A space‐time theory of mesoscale rainfall using random cascades , 1996 .

[57]  Iwan Supit,et al.  A simple method for generating daily rainfall data , 1986 .

[58]  Afshin Soltani,et al.  Evaluation of WGEN for generating long term weather data for crop simulations. , 2000 .

[59]  Q. Wang,et al.  A Daily and Monthly Mixed Algorithm for Stochastic Generation of Rainfall Time Series , 2002 .

[60]  D. Wilks.  Conditioning stochastic daily precipitation models on total monthly precipitation , 1989 .

[61]  David G. Tarboton,et al.  Evaluation of kernel density estimation methods for daily precipitation resampling , 1997 .

[62]  D. Woolhiser,et al.  Stochastic daily precipitation models: 1. A comparison of occurrence processes , 1982 .

[63]  Stochastic simulation of evaporation data for Australia , 1983 .

[64]  Mikhail A. Semenov,et al.  A serial approach to local stochastic weather models , 1991 .

[65]  George Kuczera,et al.  Modeling long‐term persistence in hydroclimatic time series using a hidden state Markov Model , 2000 .

[66]  J. Stedinger,et al.  Multisite ARMA(1,1) and Disaggregation Models for Annual Streamflow Generation , 1985 .

[67]  James P. Hughes,et al.  A spatiotemporal model for downscaling precipitation occurrence and amounts , 1999 .

[68]  W. C. Boughton.  A DAILY RAINFALL GENERATING MODEL FOR WATER YIELD AND FLOOD STUDIES , 1999 .

[69]  J. A. Bruhn,et al.  Simulation of Daily Weather Data Using Theoretical Probability Distributions , 1980 .

[70]  Eng-Hock Chia,et al.  Stochastic modelling of the weather : selected aspects , 1991 .

[71]  T. McMahon,et al.  Stochastic Generation of Monthly Streamflows , 1982 .

[72]  E. Baltas,et al.  Regional impacts of climate change on water resources quantity and quality indicators , 2000 .

[73]  William C. Pisano,et al.  Operational Hydrology Using Residuals , 1968 .

[74]  E. Foufoula‐Georgiou,et al.  Continuous‐Time Versus Discrete‐Time Point Process Models for Rainfall Occurrence Series , 1986 .

[75]  Monthly hydrologic data generation by disaggregation , 1996 .

[76]  Thomas L. Bell,et al.  A space‐time stochastic model of rainfall for satellite remote‐sensing studies , 1987 .