Essays on the Quantification and Propagation of Uncertainty in Climate Change Impact Assessments for Water Resource Systems

[1]  R. Vogel,et al.  Regional calibration of a watershed model , 2000 .

[2]  Susan J. Riha,et al.  Impact of temperature and precipitation variability on crop model predictions , 1996 .

[3]  T. Ouarda,et al.  Nonparametric multivariate weather generator and an extreme value theory for bandwidth selection , 2012 .

[4]  Julien J. Harou,et al.  Robust Decision Making and Info-Gap Decision Theory for water resource system planning , 2013 .

[5]  Alan Harrison,et al.  Assessing reservoir operations risk under climate change , 2009 .

[6]  Jery R. Stedinger,et al.  Reservoir optimization using sampling SDP with ensemble streamflow prediction (ESP) forecasts , 2001 .

[7]  George Kuczera,et al.  Understanding predictive uncertainty in hydrologic modeling: The challenge of identifying input and structural errors , 2010 .

[8]  Robert Serfling,et al.  Quantile functions for multivariate analysis: approaches and applications , 2002 .

[9]  Theo Brandsma,et al.  Multisite simulation of daily precipitation and temperature in the Rhine Basin by nearest‐neighbor resampling , 2001 .

[10]  M. Allen,et al.  Constraints on climate change from a multi‐thousand member ensemble of simulations , 2005 .

[11]  S. Sorooshian,et al.  Multi-model ensemble hydrologic prediction using Bayesian model averaging , 2007 .

[12]  Balaji Rajagopalan,et al.  A semiparametric multivariate and multisite weather generator , 2007 .

[13]  Christel Prudhomme,et al.  Assessing uncertainties in climate change impact analyses on the river flow regimes in the UK. Part 2: future climate , 2009 .

[14]  Leonard A. Smith,et al.  Uncertainty in predictions of the climate response to rising levels of greenhouse gases , 2005, Nature.

[15]  Upmanu Lall,et al.  Simulation of daily rainfall scenarios with interannual and multidecadal climate cycles for South Florida , 2009 .

[16]  G. Villarini,et al.  On the stationarity of annual flood peaks in the continental United States during the 20th century , 2009 .

[17]  M. Clark,et al.  Unraveling uncertainties in hydrologic model calibration: Addressing the problem of compensatory parameters , 2006 .

[18]  Robert M. Hirsch,et al.  A Perspective on Nonstationarity and Water Management 1 , 2011 .

[19]  Ezio Todini,et al.  Role and treatment of uncertainty in real‐time flood forecasting , 2004 .

[20]  George M. Hornberger,et al.  Sustainable water resource management under hydrological uncertainty , 2008 .

[21]  Patricia Gober,et al.  Water Planning Under Climatic Uncertainty in Phoenix: Why We Need a New Paradigm , 2010 .

[22]  G. Kuczera.  Improved parameter inference in catchment models: 1. Evaluating parameter uncertainty , 1983 .

[23]  Elisabeth M. Jenicek,et al.  Water Sustainability Assessment for Ten Army Installations , 2011 .

[24]  Quan J. Wang,et al.  A method for coupling daily and monthly time scales in stochastic generation of rainfall series , 2007 .

[25]  Daniel S. Wilks,et al.  Simultaneous stochastic simulation of daily precipitation, temperature and solar radiation at multiple sites in complex terrain , 1999 .

[26]  D. Lettenmaier,et al.  The Effects of Climate Change on the Hydrology and Water Resources of the Colorado River Basin , 2004 .

[27]  D. Cameron,et al.  An application of the UKCIP02 climate change scenarios to flood estimation by continuous simulation for a gauged catchment in the northeast of Scotland, UK (with uncertainty) , 2006 .

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

[29]  William M. Alley,et al.  On the Treatment of Evapotranspiration, Soil Moisture Accounting, and Aquifer Recharge in Monthly Water Balance Models , 1984 .

[30]  Thomas M. Fullerton,et al.  Municipal water consumption forecast accuracy , 2010 .

[31]  D. Wilks,et al.  The weather generation game: a review of stochastic weather models , 1999 .

[32]  M. Webb,et al.  Multivariate probabilistic projections using imperfect climate models part I: outline of methodology , 2012, Climate Dynamics.

[33]  W. Russell Hamon.  Estimating Potential Evapotranspiration , 1960 .

[34]  Demetris Koutsoyiannis.  Climate change, Hurst phenomenon, and hydrologic statistics , 2006 .

[35]  Harry F. Lins,et al.  Streamflow trends in the United States , 1999 .

[36]  C. Torrence,et al.  A Practical Guide to Wavelet Analysis. , 1998 .

[37]  David Huard,et al.  Calibration of hydrological model GR2M using Bayesian uncertainty analysis , 2008 .

[38]  Joseph R. Kasprzyk,et al.  Many objective robust decision making for complex environmental systems undergoing change , 2012, Environ. Model. Softw..

[39]  Corinne Le Quéré,et al.  Climate Change 2013: The Physical Science Basis , 2013 .

[40]  L. S. Pereira,et al.  Crop evapotranspiration : guidelines for computing crop water requirements , 1998 .

[41]  Robert L. Wilby,et al.  Uncertainty in water resource model parameters used for climate change impact assessment , 2005 .

[42]  C. W. Richardson.  Weather simulation for crop management models , 1985 .

[43]  S. G. Pierce,et al.  Info-Gap Decision Theory—Decisions under Severe Uncertainty, 2nd ed., Yakov Ben-Haim , 2008 .

[44]  Casey Brown,et al.  A Decision‐Analytic Approach to Managing Climate Risks: Application to the Upper Great Lakes 1 , 2011 .

[45]  X. Chen,et al.  Comparison of hydrological impacts of climate change simulated by six hydrological models in the Dongjiang Basin, South China , 2007 .

[46]  G. Holland,et al.  Tropical cyclones and climate change , 2010, Tropical Cyclone Research and Review.

[47]  Ronald C. Griffin,et al.  Pretest analyses of water demand in thirty communities , 1990 .

[48]  C. Deser,et al.  Projecting North American Climate over the Next 50 Years: Uncertainty due to Internal Variability* , 2014 .

[49]  Y. Ben-Haim.  Info-Gap Decision Theory: Decisions Under Severe Uncertainty , 2006 .

[50]  Glenn A. Hodgkins,et al.  Changes in the Proportion of Precipitation Occurring as Snow in New England (1949–2000) , 2004 .

[51]  Kenneth E. Kunkel,et al.  Development of a Regional Climate Model for U.S. Midwest Applications. Part I: Sensitivity to Buffer Zone Treatment , 2001 .

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

[53]  Upmanu Lall,et al.  Stochastic simulation model for nonstationary time series using an autoregressive wavelet decomposition: Applications to rainfall and temperature , 2007 .

[54]  M. Schlesinger,et al.  When we don't know the costs or the benefits: Adaptive strategies for abating climate change , 1997 .

[55]  Keith Beven,et al.  Flood frequency estimation under climate change (with uncertainty). , 2000 .

[56]  Jonathan Rougier,et al.  Analyzing the Climate Sensitivity of the HadSM3 Climate Model Using Ensembles from Different but Related Experiments , 2009 .

[57]  George Kuczera,et al.  Bayesian analysis of input uncertainty in hydrological modeling: 2. Application , 2006 .

[58]  Hyun-Han Kwon,et al.  Assessment of change in design flood frequency under climate change using a multivariate downscaling model and a precipitation-runoff model , 2011 .

[59]  Chong-Yu Xu,et al.  Methodology and comparative study of monthly water balance models in Belgium, China and Burma , 1992 .

[60]  Robert L. Wilby,et al.  From climate model ensembles to climate change impacts and adaptation: A case study of water resource management in the southwest of England , 2009 .

[61]  E. Maurer,et al.  Fine‐resolution climate projections enhance regional climate change impact studies , 2007 .

[62]  Stanley A. Changnon,et al.  Climatic Aspects of the 1993 Upper Mississippi River Basin Flood , 1994 .

[63]  J. Vrugt,et al.  A formal likelihood function for parameter and predictive inference of hydrologic models with correlated, heteroscedastic, and non‐Gaussian errors , 2010 .

[64]  C. Tebaldi,et al.  Developing and applying uncertain global climate change projections for regional water management planning , 2008 .

[65]  Hayley J. Fowler,et al.  Linking climate change modelling to impacts studies: recent advances in downscaling techniques for hydrological modelling , 2007 .

[66]  Alison L. Kay,et al.  Comparison of uncertainty sources for climate change impacts: flood frequency in England , 2009 .

[67]  Christian W. Dawson,et al.  Multi-site simulation of precipitation by conditional resampling , 2003 .

[68]  Roberto Confalonieri,et al.  Combining a weather generator and a standard sensitivity analysis method to quantify the relevance of weather variables on agrometeorological models outputs , 2012, Theoretical and Applied Climatology.

[69]  S. Uhlenbrook,et al.  Prediction uncertainty of conceptual rainfall-runoff models caused by problems in identifying model parameters and structure , 1999 .

[70]  D. Lettenmaier,et al.  Hydrologic Implications of Dynamical and Statistical Approaches to Downscaling Climate Model Outputs , 2004 .

[71]  D. B. Boorman,et al.  RECOGNISING THE UNCERTAINTY IN THE QUANTIFICATION OF THE EFFECTS OF CLIMATE CHANGE ON HYDROLOGICAL RESPONSE , 1997 .

[72]  D. Rubin,et al.  Inference from Iterative Simulation Using Multiple Sequences , 1992 .

[73]  R. Wilby,et al.  A framework for assessing uncertainties in climate change impacts: Low‐flow scenarios for the River Thames, UK , 2006 .

[74]  M. Trosset,et al.  Bayesian recursive parameter estimation for hydrologic models , 2001 .

[75]  Daniel S. Wilks,et al.  Realizations of Daily Weather in Forecast Seasonal Climate , 2002 .

[76]  S. Yakowitz,et al.  Nearest‐neighbor methods for nonparametric rainfall‐runoff forecasting , 1987 .

[77]  R. Lempert,et al.  Identifying and evaluating robust adaptive policy responses to climate change for water management agencies in the American west , 2010 .

[78]  V. Klemeš,et al.  Operational Testing of Hydrological Simulation Models , 2022 .

[79]  Bernard Bobée,et al.  Frequency analysis of a sequence of dependent and/or non-stationary hydro-meteorological observations: a review , 2006 .

[80]  Soroosh Sorooshian,et al.  Toward improved calibration of hydrologic models: Combining the strengths of manual and automatic methods , 2000 .

[81]  S. Sorooshian,et al.  Effective and efficient global optimization for conceptual rainfall‐runoff models , 1992 .

[82]  C. Diks,et al.  Improved treatment of uncertainty in hydrologic modeling: Combining the strengths of global optimization and data assimilation , 2005 .

[83]  Roger N. Jones.  An Environmental Risk Assessment/Management Framework for Climate Change Impact Assessments , 2001 .

[84]  Demetris Koutsoyiannis,et al.  Climate change, the Hurst phenomenon, and hydrological statistics , 2003 .

[85]  T. McMahon,et al.  Stochastic generation of annual, monthly and daily climate data: A review , 2001 .

[86]  G. Meehl,et al.  Decadal climate prediction: an update from the trenches , 2014 .

[87]  D. Lettenmaier,et al.  A Long-Term Hydrologically Based Dataset of Land Surface Fluxes and States for the Conterminous United States* , 2002 .

[88]  A. Timmermann,et al.  Increased El Niño frequency in a climate model forced by future greenhouse warming , 1999, Nature.

[89]  Jery R. Stedinger,et al.  Confidence Intervals for Design Events , 1983 .

[90]  Eric Laloy,et al.  DiffeRential Evolution Adaptive Metropolis with Sampling From Past States , 2010 .

[91]  Chong-yu Xu,et al.  Modelling hydrological consequences of climate change—Progress and challenges , 2005 .

[92]  T. Palmer,et al.  A Probability and Decision-Model Analysis of a Multimodel Ensemble of Climate Change Simulations , 2001 .

[93]  Dennis P. Lettenmaier,et al.  EFFECTS OF CLIMATE CHANGE ON HYDROLOGY AND WATER RESOURCES IN THE COLUMBIA RIVER BASIN 1 , 1999 .

[94]  V. Ivanov,et al.  Simulation of future climate scenarios with a weather generator , 2011 .

[95]  R. Leconte,et al.  Overall uncertainty study of the hydrological impacts of climate change for a Canadian watershed , 2011 .

[96]  Matthew D. Collins,et al.  Understanding uncertainties in the response of ENSO to greenhouse warming , 2000 .

[97]  D A Stainforth,et al.  Confidence, uncertainty and decision-support relevance in climate predictions , 2007, Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences.

[98]  George Kuczera,et al.  Critical evaluation of parameter consistency and predictive uncertainty in hydrological modeling: A case study using Bayesian total error analysis , 2009 .

[99]  D. Romps.  Response of Tropical Precipitation to Global Warming , 2010 .

[100]  Keith Beven,et al.  Flood frequency estimation by continuous simulation under climate change (with uncertainty) , 2000 .

[101]  Martin Dubrovský,et al.  Sensitivity of Ceres-Maize Yields to Statistical Structure of Daily Weather Series , 2000 .

[102]  R. Wilby,et al.  Scenario-neutral approach to climate change impact studies: Application to flood risk , 2010 .

[103]  Linda O. Mearns,et al.  The effect of changes in daily and interannual climatic variability on CERES-Wheat: A sensitivity study , 1996 .

[104]  H. Akaike.  A new look at the statistical model identification , 1974 .

[105]  Christopher R. Houck,et al.  A Genetic Algorithm for Function Optimization: A Matlab Implementation , 2001 .

[106]  Roger Jones,et al.  Analysing the risk of climate change using an irrigation demand model , 2000 .

[107]  Jery R. Stedinger,et al.  Appraisal of the generalized likelihood uncertainty estimation (GLUE) method , 2008 .

[108]  Richard L. Smith,et al.  Quantifying Uncertainty in Projections of Regional Climate Change: A Bayesian Approach to the Analysis of Multimodel Ensembles , 2005 .

[109]  David G. Groves,et al.  A General, Analytic Method for Generating Robust Strategies and Narrative Scenarios , 2006, Manag. Sci..

[110]  Paulin Coulibaly,et al.  Assessing Hydrologic Impact of Climate Change with Uncertainty Estimates: Bayesian Neural Network Approach , 2010 .

[111]  J. Hansen,et al.  Correcting low-frequency variability bias in stochastic weather generators , 2001 .

[112]  J. Porter,et al.  Climatic variability and the modelling of crop yields , 1995 .

[113]  Richard Washington,et al.  Issues in the interpretation of climate model ensembles to inform decisions , 2007, Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences.

[114]  Richard N. Palmer,et al.  Assessing Climate Change Implications for Water Resources Planning , 1997 .

[115]  R. Katz,et al.  Reducing overdispersion in stochastic weather generators using a generalized linear modeling approach , 2012 .

[116]  D. Lettenmaier,et al.  Water budget record from variable infiltration capacity (VIC) model , 2010 .

[117]  Scott C. Sheridan,et al.  Synoptic climatology and the general circulation model , 2010 .

[118]  Casey Brown,et al.  Dynamic reservoir management with real‐option risk hedging as a robust adaptation to nonstationary climate , 2012 .

[119]  Thomas C. Piechota,et al.  Drought and Regional Hydrologic Variation in the United States: Associations with the El Niño-Southern Oscillation , 1996 .

[120]  C. Deser,et al.  Uncertainty in climate change projections: the role of internal variability , 2012, Climate Dynamics.

[121]  Qingyun Duan,et al.  An integrated hydrologic Bayesian multimodel combination framework: Confronting input, parameter, and model structural uncertainty in hydrologic prediction , 2006 .

[122]  Casey Brown,et al.  Decision scaling: Linking bottom‐up vulnerability analysis with climate projections in the water sector , 2012 .

[123]  Peter Reichert,et al.  Analyzing input and structural uncertainty of nonlinear dynamic models with stochastic, time‐dependent parameters , 2009 .

[124]  Casey Brown,et al.  A semiparametric multivariate, multisite weather generator with low‐frequency variability for use in climate risk assessments , 2013 .

[125]  Richard G. Jones,et al.  A Regional Climate Change Assessment Program for North America , 2009 .

[126]  Hoshin Vijai Gupta,et al.  Toward improved identification of hydrological models: A diagnostic evaluation of the “abcd” monthly water balance model for the conterminous United States , 2010 .

[127]  Robert Leconte,et al.  A daily stochastic weather generator for preserving low-frequency of climate variability , 2010 .

[128]  S. Bergström,et al.  THE DEVELOPMENT OF A SNOW ROUTINE FOR THE HBV-2 MODEL , 1975 .

[129]  Geoffrey G. S. Pegram,et al.  A nested multisite daily rainfall stochastic generation model , 2009 .

[130]  R. Stouffer,et al.  Stationarity Is Dead: Whither Water Management? , 2008, Science.

[131]  Hoshin Vijai Gupta,et al.  Decomposition of the mean squared error and NSE performance criteria: Implications for improving hydrological modelling , 2009 .

[132]  J. Beersma,et al.  Multi-site simulation of daily precipitation and temperature conditional on the atmospheric circulation , 2003 .

[133]  Suraje Dessai,et al.  Robust adaptation to climate change , 2010 .

[134]  George Kuczera,et al.  Bayesian analysis of input uncertainty in hydrological modeling: 1. Theory , 2006 .

[135]  M. Hulme,et al.  Assessing the robustness of adaptation decisions to climate change uncertainties: A case study on water resources management in the East of England , 2007 .

[136]  Philip T. Chao.  GREAT LAKES WATER RESOURCES: CLIMATE CHANGE IMPACT ANALYSIS WITH TRANSIENT GCM SCENARIOS 1 , 1999 .

[137]  Casey Brown,et al.  Robustness indicators for evaluation under climate change: Application to the upper Great Lakes , 2013 .

[138]  D. Lettenmaier,et al.  Hydrologic Sensitivity of Global Rivers to Climate Change , 2001 .

[139]  T. Johnson,et al.  A Framework for Assessing Climate Change Impacts on Water and Watershed Systems , 2009, Environmental management.

[140]  Martin Dubrovský,et al.  High-Frequency and Low-Frequency Variability in Stochastic Daily Weather Generator and Its Effect on Agricultural and Hydrologic Modelling , 2004 .

[141]  Stefania Tamea,et al.  Verification tools for probabilistic forecasts of continuous hydrological variables , 2006 .

[142]  C. Prudhomme,et al.  Assessing uncertainties in climate change impact analyses on the river flow regimes in the UK. Part 1: baseline climate , 2009 .

[143]  A. Dai.  Precipitation Characteristics in Eighteen Coupled Climate Models , 2006 .

[144]  A. Georgakakos,et al.  Assessment of Folsom Lake response to historical and potential future climate scenarios: 2. Reservoir management , 2001 .

[145]  C. Harpham,et al.  A daily weather generator for use in climate change studies , 2007, Environ. Model. Softw..

[146]  Patrick M. Reed,et al.  When are multiobjective calibration trade‐offs in hydrologic models meaningful? , 2012 .

[147]  Peter H. Gleick,et al.  Methods for evaluating the regional hydrologic impacts of global climatic changes , 1986 .

[148]  Konstantine P. Georgakakos,et al.  Impacts of climate variability on the operational forecast and management of the Upper Des Moines River Basin , 1998 .

[149]  A. Sankarasubramanian,et al.  Validation of a watershed model without calibration , 2003 .

[150]  T. N. Palmer,et al.  Quantifying the risk of extreme seasonal precipitation events in a changing climate , 2002, Nature.

[151]  V. Ivanov,et al.  Assessment of a stochastic downscaling methodology in generating an ensemble of hourly future climate time series , 2013, Climate Dynamics.

[152]  L. Shabman,et al.  THE ACCURACY OF WATER USE FORECASTS: EVALUATION AND IMPLICATIONS1 , 1986 .

[153]  D. Kavetski,et al.  Towards a Bayesian total error analysis of conceptual rainfall-runoff models: Characterising model error using storm-dependent parameters , 2006 .

[154]  Keith Beven,et al.  A manifesto for the equifinality thesis , 2006 .

[155]  Harold A. Thomas,et al.  Improved methods for national water assessment, water resources contract: WR15249270 , 1981 .

[156]  Casey Brown,et al.  An alternate approach to assessing climate risks , 2012 .

[157]  Richard N. Palmer,et al.  Estimating the Impacts and Uncertainty of Climate Change on a Municipal Water Supply System , 2008 .

[158]  Jill S. M. Coleman,et al.  Atmospheric aspects of the 2008 Midwest floods: a repeat of 1993? , 2010 .

[159]  Lucy Marshall,et al.  Towards dynamic catchment modelling: a Bayesian hierarchical mixtures of experts framework , 2007 .

[160]  Armando Brath,et al.  Assessing the effect on flood frequency of land use change via hydrological simulation (with uncertainty) , 2006 .

[161]  Casey Brown,et al.  Toward a statistical framework to quantify the uncertainties of hydrologic response under climate change , 2012 .

[162]  Steven J. Burian,et al.  Bayesian Approach for Uncertainty Analysis of an Urban Storm Water Model and Its Application to a Heavily Urbanized Watershed , 2013 .

[163]  George Kuczera,et al.  Pitfalls and improvements in the joint inference of heteroscedasticity and autocorrelation in hydrological model calibration , 2013 .

[164]  N. Arnell.  The effect of climate change on hydrological regimes in Europe: a continental perspective , 1999 .

[165]  N. Graham,et al.  Value of adaptive water resources management in Northern California under climatic variability and change: Reservoir management , 2012 .

[166]  Richard N. Palmer,et al.  Decision Support System for Optimizing Reservoir Operations Using Ensemble Streamflow Predictions , 2011 .

[167]  D. Wilks.  Adapting stochastic weather generation algorithms for climate change studies , 1992 .

[168]  L. Back,et al.  Intensification of precipitation extremes with warming in a cloud resolving model , 2011 .

[169]  Ralph A. Wurbs,et al.  Analysis of reservoir storage reallocations , 1987 .

[170]  B. Bates,et al.  A Markov Chain Monte Carlo Scheme for parameter estimation and inference in conceptual rainfall‐runoff modeling , 2001 .

[171]  Mark E. Borsuk,et al.  Bridging uncertain and ambiguous knowledge with imprecise probabilities , 2012, Environ. Model. Softw..

[172]  Ashish Sharma,et al.  A comparative study of Markov chain Monte Carlo methods for conceptual rainfall‐runoff modeling , 2004 .