KMap
VOSviewer
Courses
- AHSAnalysis of Hydrologic Systems
- FSAHMFundamentals: Systems Approach to Hydrologic Modeling
- SMSHStochastic Methods in Surface Hydrology
- EOWHEarth: Our Watery Home
- FSAHMFundamentals: Systems Approach to Hydrologic Modeling
Grants
- Improvement of WRF-Hydro National Water Model Architecture and Calibration Methods for Semi-Arid Environments with Complex Terrain
Co-Investigator (COI)
2017
$367.5K
- Regional Optimization of WRF-Hydro Forecasts for the Contiguous US
Co-Investigator (COI)
2016
$39.9K
- SERVIR Water Africa-Arizona Team (SWAAT)
Co-Investigator (COI)
2012
$1.1M
- A Scientific Basis for Urban Water PLanning Under Climate Change (SWAN Project)
Principal Investigator (PI)
2012
$554.5K
- NWS Flash Flood Forecasting in Two Hydrologically Distinct Regions Using an Improved Distributed Hydrologic Model
Co-Investigator (COI)
2009
$81.5K
- Water, Environment and Urban Development: Us and Eu Case Studies (Partner University Fund)
Co-Investigator (COI)
2009
$27.6K
- Sustainability of Water Resources in Semi-Arid Regions
Co-Investigator (COI)
2000
$33.1M
Books
- Calibration of watershed models
2003
- Land Surface Processes in Hydrology
1997
News
- 3 From UA Receive State's Highest Faculty Honor
2018
- Three Professors Receive State's Highest Faculty Honor
2017
- UA Climate Science Center Receives $1.4M for Climate Change Studies
2012
- Hydrology Professor Rocks the Stage
2009
- UA Hydrology Project Could Save Lives by Predicting Droughts, Floods
2002
Publications (347)
- On Strictly Enforced Mass Conservation Constraints for Modeling the Rainfall Runoff Process
2023
- em On the Requirements for Inferring Aquifer-Scale T S in Heterogeneous Confined Aquifers /em
2023
- em Differentiable modeling in Geosciences to unify machine learning and physical models /em
2023
- em A Robust Strategy to Account for Data Sampling Variability in the Development of Hydrological Models /em
2023
- em Towards Improved Real-Time Rainfall Intensity Estimation Using Video Surveillance Cameras /em
2023
- Toward a Multi‐Representational Approach to Prediction and Understanding, in Support of Discovery in Hydrology
2023
- em Accelerating Development of the Next Generation of Conceptual Hydrological Models to Support Decision-Making under Change /em
2022
- The delusive accuracy of global irrigation water withdrawal estimates
2022
- em Towards Interpretable LSTM-based Modeling of Hydrological Systems /em
2022
- Predicting wildfire induced changes to runoff: A review and synthesis of modeling approaches
2022
- Exploring the Potential of Long Short-Term Memory Networks (LSTMs) for Improving Understanding of Continental- and Regional-Scale Snow Dynamics
2022
- em In Defense of Metrics: Metrics Sufficiently Encode Typical Human Preferences Regarding Hydrological Model Performance /em
2022
- Calling for a National Model Benchmarking Facility
2022
- em Multi-objective assessment of hydrological model performances using Nash-Sutcliffe and Kling-Gupta efficiencies on a worldwide large sample of watersheds /em
2022
- Exploring the Potential of Long Short‐Term Memory Networks for Improving Understanding of Continental‐ and Regional‐Scale Snowpack Dynamics
2022
- Predicting wildfire induced changes to runoff
2022
- em A Hydrologic Forecasting System that couples Variational Ensemble Forecasting and Machine Learning: Challenges and Opportunities /em
2022
- Achieving Robust and Transferable Performance for Conservation-Based Models of Dynamical Physical Systems
2022
- Deep learning rainfall-runoff predictions of extreme events
2022
- Improved Data Splitting Methods for Hydrological Model Development: A Large Catchment Sample Study
2022
- em A Mass-Conserving-Perceptron for Machine-Learning-Based Modeling of Hydrologic Systems /em
2022
- Towards a Multi-Representational Approach to Prediction and Understanding, in support of Discovery in Hydrology
2022
- On calibration of spatially distributed hydrologic models for poorly gauged basins: Exploiting information from streamflow signatures and satellite-remotely-sensed evapotranspiration data
2022
- NowCasting-Nets: Representation Learning to Mitigate Latency Gap of Satellite Precipitation Products Using Convolutional and Recurrent Neural Networks
2022
- On strictly enforced mass conservation constraints for modeling the rainfall-runoff process nbsp;
2022
- Computing Accurate Probabilistic Estimates of One-D Entropy from Equiprobable Random Samples
2021
- Improved Flood Forecasting in Basins With No Precipitation Stations: Constrained Runoff Correction Using Multiple Satellite Precipitation Products
2021
- Knowledge-Guided Machine Learning (KGML) Platform to Predict Integrated Water Cycle and Associated extremes
2021
- The Timing And Magnitude of Changes to Hortonian Overland Flow at the Watershed Scale During the Post-Fire Recovery Process
2021
- Understanding the information content in the hierarchy of model development decisions
2021
- What Role Does Hydrological Science Play in the Age of Machine Learning?
2021
- Evaluation of NOAA National Water Model Parameter Calibration in Semiarid Environments
2021
- The Future of Sensitivity Analysis: An Essential Discipline for Systems Modelling and Policy Making
2021
- The timing and magnitude of changes to Hortonian overland flow at the watershed scale during the post‐fire recovery process
2021
- Can Deep Learning Extract Useful Information about Energy Dissipation and Effective Hydraulic Conductivity from Gridded Conductivity Fields?
2021
- Exploring the Potential of Long Short-Term Memory Networks for Improving Understanding of Continental- and Regional-Scale Snowpack Dynamics
2021
- Physically Informed Machine Learning for Hydrological Modeling under Climate Nonstationarity
2020
- The Physics of River Prediction
2020
- Can Machine Learning Extract Useful Information about Energy Dissipation and Effective Hydraulic Conductivity from Gridded Conductivity Fields?
2020
- Advancing Precipitation Estimation, Prediction And Impact Studies
2020
- Does Information Theory Provide a New Paradigm for Earth Science?
2020
- Investigation of the relationship between precipitation extremes and sediment discharge production under extensive land cover change in the Chinese Loess Plateau
2020
- What Role Does Hydrological Science Have in the Age of Machine Learning?
2020
- Characterizing Hydrological Recovery After a Severe Wildfire in a Chaparral Dominated, Mountainous Watershed
2020
- Why Is the Terrestrial Water Storage in Dryland Regions Declining? A Perspective Based on Gravity Recovery and Climate Experiment Satellite Observations and Noah Land Surface Model With Multiparameterization Schemes Model Simulations
2020
- A Universal Multi-fractal Approach to Assessment of Spatiotemporal Extreme Precipitation over the Loess Plateau of China
2020
- Detailed overview of the multimodel multiproduct streamflow forecasting platform
2020
- Advancing Precipitation Estimation, Prediction, and Impact Studies
2020
- Evaluation of NOAA National Water Model Parameter Calibration in Semi-Arid Environments Prone to Channel Infiltration
2020
- Improved Flood Forecasting in Ungauged Basins: Constrained Runoff Correction Using Multiple Satellite Products
2020
- A Deep Learning Architecture for Conservative Dynamical Systems: Application to Rainfall-Runoff Modeling
2020
- Assessing the Performance, Reliability and Robustness of Two Conceptual Rainfall-Runoff models on a Worldwide Sample of Watersheds
2020
- Understanding the dynamics of parameter importance for a spatially-distributed parameterization scheme when modeling semi-arid watersheds
2020
- Debates mdash;Does Information Theory Provide a New Paradigm for Earth Science?
2020
- Multi-Criteria, Time Dependent Sensitivity Analysis of an Event-Oriented, Physically-Based, Distributed Sediment and Runoff Model
2020
- Identification of climate variables dominating streamflow generation and quantification of streamflow decline in the Loess Plateau
2020
- On the Reliability of Time-Variable Pumping Test Results: Sensitivity to Information Content of the Recorded Data
2020
- On the Robustness of Conceptual Rainfall-Runoff Models to Calibration and Evaluation Dataset Splits Selection: A Large Sample Investigation
2020
- Improving information extraction from model data using sensitivity-weighted performance criteria
2020
- Why is the Terrestrial Water Storage in Dryland Regions Declining? A Perspective based on GRACE Satellite Observations and Noah-MP Model Simulations
2020
- Evaluating Uncertainty in Fluvial Geomorphic Responses to Dam Removal
2020
- Does Information Theory Provide a New Paradigm for Earth Science? Hypothesis Testing
2020
- How certain are our uncertainty bounds? Accounting for sample size in Monte Carlo-based uncertainty estimates
2020
- VARS-TOOL: A toolbox for comprehensive, efficient, and robust sensitivity and uncertainty analysis
2019
- Parameter Sensitivity Analysis for Computationally-Intensive Spatially-Distributed Dynamical Environmental Systems Models
2019
- Statistical analysis of discharge fluctuations in a semi-arid basin using effective atmospheric teleconnections: Case study of Dez River basin in Iran
2019
- On the choice of calibration metrics for “high flow” estimation using hydrologic models
2019
- Assessing Water Security In The Sao Paulo Metropolitan Region Under Projected Climate Change
2019
- Climatic forcing for recent significant terrestrial drying and wetting
2019
- Dissipation per unit length (Dune): A topographic index explaining hydrological similarity by accounting for the joint controls of runoff formation
2019
- Machine Learning in Hydrologic Modeling II
2019
- Development of High Resolution Daily Precipitation and Temperature Data Products for Pakistan
2019
- Towards Improved Probabilistic Predictions for Flood Forecasts Generated using Deterministic Models
2019
- Machine Learning in Hydrologic Modeling III Posters
2019
- Three Decades of Shuffled Complex Evolution Optimization: Review and Application
2019
- Formulating an Elasticity Approach to Quantify the Effects of Climate Variability and Ecological Restoration on Sediment Discharge Change in the Loess Plateau, China
2019
- Uncertainty and Parameter Sensitivity of the KINEROS2 Physically-Based Distributed Sediment and Runoff Model
2019
- Is “Dry Getting Drier and Wet Getting Wetter” over Land? The Perspective Provided by GRACE
2019
- Enhancing the Structure of the WRF-Hydro Hydrologic Model for Semi-arid Environments
2019
- Improved Dynamic System Response Curve Method for Real-Time Flood Forecast Updating
2019
- Climate Forcing for Recent Significant Terrestrial Water Storage Changes
2019
- A Multi-Method Generalized Global Sensitivity Matrix Approach to Accounting for the Dynamical Nature of Earth and Environmental Systems Models
2019
- Robust predictive design of field measurements for evapotranspiration barriers using universal multiple linear regression
2019
- Formulating an Elasticity Approach to Quantifying the Effects of Climate Variability and Catchment Management on Sediment Discharge in the Loess Plateau, China
2019
- Uncertainty and Parameter Sensitivity of Physically Distributed Sediment and Runoff KINEROS2 Model
2019
- Revisiting the Basis of Sensitivity Analysis for Dynamical Environmental Systems Models
2018
- Ensembles vs. Information Theory: Supporting Science under Uncertainty
2018
- On the dynamic nature of Hydrological similarity
2018
- Information vs. Uncertainty as a Foundation for Science
2018
- On the Design of An Intuitive Measure of Aggregate Model Performance
2018
- An Improved Method for Estimating Aquifer Parameters from Irregular-Rate Pumping Tests
2018
- On Lack Of Robustness In Hydrological Model Development Due To Absence Of Guidelines For Selecting Calibration Evaluation Data
2018
- How to identify a representative subset of hydro-climatic simulations for impact modeling studies
2018
- Assessing hydrological impacts of short-term climate change in the Mara River basin of East Africa
2018
- The Drying Drylands Detected by GRACE Is Attributable to Warming Temperatures
2018
- VARS-TOOL: A Toolbox for Comprehensive, Efficient, and Robust Global Sensitivity Analysis
2018
- Updated Stochastic Dynamic Programming for Improving Monthly Reservoir Operation under Forecast Uncertainty
2018
- Multihazard Scenarios for Analysis of Compound Extreme Events
2018
- An Information Theory Approach to Identifying a Representative Subset of Hydro‐Climatic Simulations for Impact Modeling Studies
2018
- Global Sensitivity Analysis for High-Dimensional Problems: How to Objectively Group Factors and Measure Robustness and Convergence while Reducing Computational Cost
2018
- Evaluating the Impacts of a Large-Scale Multi-Reservoir System on Flooding: Case of the Huai River in China
2017
- A Platform for Probabilistic Multi-model and Multi-product Streamflow Forecasting, Water Resources Research
2017
- A Hydro-meteorological Perspective on the Karakoram Anomaly using Unique Valley-based Synoptic Weather Observations
2017
- Multi-Hazard scenarios for analysis of compound extreme events
2017
- Using remotely sensed data to account for the effects of urbanization on the rainfall-runoff response of watersheds
2017
- Hydrological model parameterization using NDVI values to account for the effects of land-cover change on the rainfall-runoff response
2017
- Using Satellite-based Evapotranspiration to Improve the Structure of a Simple Conceptual Rainfall-Runoff Model
2017
- A platform for probabilistic Multimodel and Multiproduct Streamflow Forecasting: MULTIMODEL AND MULTIPRODUCT STREAMFLOW FORECASTING
2017
- A Platform for Probabilistic Multi-model and Multi-product Streamflow Forecasting
2017
- Learning with Models Data: A Maximum Entropy Approach (Invited Presentation)
2017
- Efficient Estimation of Flood Forecast Prediction Intervals: A Multiobjective Lower-Upper Bounds Method
2016
- Efficient estimation of flood forecast prediction intervals via single‐ and multi‐objective versions of the LUBE method
2016
- A philosophical basis for hydrological uncertainty
2016
- On characterizing the temporal dominance patterns of model parameters and processes
2016
- Urban Effects on Regional climate: A Case Study in the Phoenix and Tucson ‘Sun’ Corridor
2016
- Impact Of Irrigation Over The California Central Valley On Regional Climate
2016
- Estimation of urban-enhanced groundwater recharge in the Sierra Vista subwatershed, southeast Arizona, USA
2016
- Impact of the Three Gorges Dam on the hydrology and ecology of the Yangtze River
2016
- Explaining the Karakoram Anomaly
2016
- Demasking the integrated information represented by discharge - Advancing sensitivity analyses to consider different hydrological components and their rates of change
2016
- Using Satellite-Based Evapotranspiration Estimates To Improve The Structure of A Simple Conceptual Rainfall-Runoff Model
2016
- Design and implementation of an operational multi-model multi-product real-time probabilistic streamflow forecasting platform
2016
- The soil water characteristic as new class of closed-form parametric expressions for the flow duration curve
2016
- Circulation Pattern-Based Assessment of Projected Climate Change for a Catchment in Spain
2016
- Modeling the Distributed Effects of Forest Thinning on the Long-Term Water Balance and Stream Flow Extremes for a Semi-Arid Basin in the Southwestern U.S.
2016
- Efficient Estimation of Flood Forecast Prediction Intervals via Single- and Multi-objective Versions of the LUBE Method
2016
- A New Framework for Comprehensive, Robust, and Efficient Global Sensitivity Analysis: Part II - Applications
2016
- A new framework for comprehensive, robust, and efficient global sensitivity analysis: 2. Application
2016
- A New Framework for Comprehensive, Robust, and Efficient Global Sensitivity Analysis: Part I - Theory
2016
- Do Scientists Want a Place at the Table? The development and evolution of Post-Normal Science
2016
- Diagnostic calibration of a hydrological model in an alpine area by hydrograph partitioning
2015
- What Do We Mean by Sensitivity Analysis? The Need for a Comprehensive Characterisation of ‘Global’ Sensitivity in Earth and Environmental Systems Models
2015
- Assessing uncertainties in surface water security: An empirical multimodel approach
2015
- A lsquo; Large Catchment Sample rsquo; Investigation of the Performance, Reliability and Robustness of Two Conceptual Rainfall-Runoff Models.
2015
- Updating Real-Time Flood Forecasts Via The Dynamic System Response Curve Method
2015
- Impacts of rainfall spatial variability on hydrogeological response
2015
- Contrasting American and Brazilian systems for water allocation and transfers
2015
- Sensitivity of hydrological model simulations to assumptions underlying circulation-pattern based stochastic rainfall generation
2015
- Toward a Comprehensive Assessment of the Combined Impacts of Climate Change and Groundwater Pumping on Catchment Dynamics
2015
- Optimization of precipitation and streamflow forecasts in the southwest Contiguous US for warm season convection
2015
- Are we unnecessarily constraining the agility of complex process-based models?
2015
- Variogram Analysis of Response surfaces (VARS): A New Framework for Global Sensitivity Analysis of Earth and Environmental Systems Models
2015
- Robust informational entropy-based descriptors of flow in catchment hydrology
2015
- The Quantity and Quality of Information in Hydrologic Models
2015
- A Multi Criteria Penalty Function Approach for Evaluating A Priori Model Parameter Estimates
2015
- Implication of remotely sensed data to incorporate land cover effect into a linear-reservoir-based rainfall-runoff model
2015
- Use of an entropy-based metric in multi-objective calibration to improve model performance
2014
- A Blue/Green Water-Based Accounting Framework For Assessment Of Water Security
2014
- Physical Mechanisms Related to Climate-Induced Drying of Two Semiarid Watersheds in the Southwestern United States
2014
- Formulating, implementing and evaluating ERP in small and medium scale industries
2014
- Assessing uncertainties in surface water security: An empirical multi-model resampling approach
2014
- Comparing expert judgement and numerical criteria for hydrograph evaluation
2014
- Estimating Information Entropy for Hydrological Data: One Dimensional Case
2014
- Physical mechanisms related to climate-induced drying of two semi-arid watersheds in the southwest US
2014
- Large-sample hydrology: A need to balance depth with breadth
2014
- Uncertainty Quantification and Learning in Geophysical Modeling: How Information is Coded into Dynamical Models
2014
- Advancing Hydrology to deal with Predictions Under Change
2014
- Diagnostic calibration of a hydrological model in an alpine area
2014
- Trends in water balance components across the Brazilian Cerrado
2014
- Debates—The future of hydrological sciences: A (common) path forward? Using models and data to learn: A systems theoretic perspective on the future of hydrological science
2014
- A study of key critical success factors (CSFs) for Enterprise Resource Planning (ERP) systems
2014
- What Do We Mean By Sensitivity Analysis? The Need For A Comprehensive Characterization Of Sensitivity In Earth System Models
2014
- Estimating information entropy for hydrological data: One-dimensional case
2014
- Fewer equations in hydrology 
can lead to more meaningful results
2014
- A “Constraint-based” Strategy for Parameter Specification of Environmental Models
2014
- Contrasting Brazilian and American Systems for Water Allocation and Transfers
2014
- On Simulation and Analysis of Variable-Rate Pumping Tests
2013
- Estimating epistemic and aleatory uncertainties during hydrologic modeling: An information theoretic approach
2013
- Panta Rhei-Everything Flows : Change in hydrology and society-The IAHS Scientific Decade 2013-2022
2013
- Stochastic Simulation of Nonstationary Rainfall Fields, Accounting for Seasonality and Atmospheric Circulation Pattern Evolution
2013
- Information loss in approximately Bayesian estimation techniques: A comparison of generative and discriminative approaches to estimating agricultural productivity
2013
- A strategy for ldquo;constraint-based rdquo; parameter specification for environmental models
2013
- An approach to quantifying the efficiency of a Bayesian filter
2013
- Reducing cloud obscuration of MODIS snow cover area products by combining spatio-temporal techniques with a probability of snow approach
2013
- A decade of Predictions in Ungauged Basins (PUB)-a review
2013
- Towards a comprehensive approach to parameter estimation in land surface parameterization schemes
2013
- Estimating epistemic and aleatory uncertainties during hydrologic modeling: An information theoretic approach: ESTIMATING EPISTEMIC AND ALEATORY UNCERTAINTIES
2013
- Using an informational entropy-based metric as a diagnostic of flow duration to drive model parameter identification
2012
- Towards a comprehensive approach to parameter estimation in land surface parameterization schemes: COMPREHENSIVE APPROACH TO PARAMETER ESTIMATION IN LAND SURFACE MODELS
2012
- A probability of snow approach to removing cloud cover from MODIS Snow Cover Area products
2012
- A fully multiple-criteria implementation of the Sobol' method for parameter sensitivity analysis
2012
- Preface to The Distributed Model Intercomparison Project (DMIP) - Phase 2 Experiments in the Oklahoma Region, USA,
2012
- Use of the continuous slope-area method to estimate runoff in a network of ephemeral channels, southeast Arizona, USA
2012
- Modeling the Effect of Irrigation Practices in Flash Floods: A Case Study for the US Southwest
2012
- A resonating rainfall and evaporation recorder
2012
- Assimilating remote sensing observations of leaf area index and soil moisture for wheat yield estimates: An observing system simulation experiment
2012
- Multiple-criteria calibration of a distributed watershed model using spatial regularization and response signatures
2012
- The Distributed Model Intercomparison Project (DMIP) - Phase 2 experiments in the Oklahoma Region, USA
2012
- Towards a comprehensive assessment of model structural adequacy
2012
- On the ability to infer spatial catchment variability using streamflow hydrographs
2011
- Scenario development for water resources planning and watershed management: Methodology and semi-arid region case study
2011
- Modeling moisture fluxes using artificial neural networks: Can information extraction overcome data loss?
2011
- Correcting the mathematical structure of a hydrological model via Bayesian data assimilation
2011
- Hydrologic consistency as a basis for assessing complexity of monthly water balance models for the continental United States
2011
- On typical range, sensitivity, and normalization of Mean Squared Error and Nash-Sutcliffe Efficiency type metrics
2011
- How Bayesian data assimilation can be used to estimate the mathematical structure of a model
2010
- Improving robustness of hydrologic parameter estimation by the use of moving block bootstrap resampling
2010
- Diagnostic evaluation of conceptual rainfall-runoff models using temporal clustering
2010
- The future of hydrology: An evolving science for a changing world
2010
- The future of hydrology: An evolving science for a changing world: OPINION
2010
- Multicriteria design of rain gauge networks for flash flood prediction in semiarid catchments with complex terrain
2010
- On the use of spatial regularization strategies to improve calibration of distributed watershed models
2010
- Toward improved identification of hydrological models: A diagnostic evaluation of the abcd monthly water balance model for the conterminous United States
2010
- On the development of regionalization relationships for lumped watershed models: The impact of ignoring sub-basin scale variability
2009
- Equifinality of formal (DREAM) and informal (GLUE) Bayesian approaches in hydrologic modeling?
2009
- Estimating the uncertain mathematical structure of a water balance model via Bayesian data assimilation: BAYESIAN ESTIMATION OF MODEL STRUCTURE
2009
- Estimating the uncertain mathematical structure of a water balance model via Bayesian data assimilation
2009
- New approaches to hydrological prediction in data-sparse regions. Proceedings of Symposium HS.2 at the Joint Convention of The International Association of Hydrological Sciences (IAHS) and The International Association of Hydrogeologists (IAH) held in Hyderabad, India, 6-12 September 2009.
2009
- A formal framework for scenario development in support of environmental decision-making
2009
- Mapping model behaviour using Self-Organizing Maps
2009
- Simulations of seasonal snow for the south Island, New Zealand
2009
- Climate Change: The Need to Consider Human Forcings Other than Greenhouse Gases
2009
- Hydrological modelling and climate-man-environment interrelationships in the Burkinabe Sahel.
2009
- Climate change: The need to consider human forcings besides greenhouse gases
2009
- Response to comment by Keith Beven on Equifinality of formal (DREAM) and informal (GLUE) Bayesian approaches in hydrologic modeling?
2009
- Climate and vegetation water use efficiency at catchment scales
2009
- Decomposition of the mean squared error and NSE performance criteria: Implications for improving hydrological modelling
2009
- Formal Scenario Development for Environmental Impact Assessment Studies
2008
- A process-based diagnostic approach to model evaluation: Application to the NWS distributed hydrologic model
2008
- Understanding uncertainty in distributed flash flood forecasting for semiarid regions
2008
- Toward a model space and model independence metric
2008
- Reconciling theory with observations: Elements of a diagnostic approach to model evaluation
2008
- Linking science with environmental decision making: Experiences from an integrated modeling approach to supporting sustainable water resources management
2008
- Understanding uncertainty in distributed flash flood forecasting for semiarid regions: SEMIARID FLASH FLOODS
2008
- A spatial regularization approach to parameter estimation for a distributed watershed model
2008
- Framework for Understanding Structural Errors (FUSE): A modular framework to diagnose differences between hydrological models
2008
- Regionalization of constraints on expected watershed response behavior for improved predictions in ungauged basins
2007
- WaterNet: The NASA water cycle solutions network
2007
- Scenario Development for Water Resources Planning and Management
2007
- Analysis of dry periods for dam operation in northern Tunisia.
2007
- Systematic bias in land surface models
2007
- Uncertainty in hydrologic modeling: Toward an integrated data assimilation framework
2007
- Do Nash values have value?
2007
- RNN-based inflow forecasting applied to reservoir operation via implicit stochastic optimization
2007
- Predictions in Ungauged Basins: Promise and Progress
2006
- Model Calibration and Uncertainty Estimation
2006
- Neural Error Regression Diagnosis (NERD): A tool for model bias identification and prognostic data assimilation
2006
- Parameter sensitivity analysis for different complexity land surface models using multicriteria methods
2006
- Evaluating model performance and parameter behavior for varying levels of land surface model complexity
2006
- Spatial patterns in thunderstorm rainfall events and their coupling with watershed hydrological response
2006
- Evaluating model performance and parameter behavior for varying levels of land surface model complexity: LSM MODEL PERFORMANCE AND PARAMETER BEHAVIOR
2006
- Model Parameter Estimation Experiment (MOPEX): An overview of science strategy and major results from the second and third workshops
2006
- Real-time data assimilation for operational ensemble streamflow forecasting
2006
- A 'User-Friendly' approach to parameter estimation in hydrologic models
2006
- Application of stochastic parameter optimization to the Sacramento Soil Moisture Accounting model
2006
- Sensitivity of West-African rivers to climatic and environmental changes: extremes and paradoxes.
2005
- Constraining a physically based Soil-Vegetation-Atmosphere Transfer model with surface water content and thermal infrared brightness temperature measurements using a multiobjective approach
2005
- Model identification for hydrological forecasting under uncertainty
2005
- Model Parameter Estimation Experiment (MOPEX): Overview and Summary of the Second and Third Workshop Results
2005
- Uncertainty assessment of hydrologic model states and parameters: Sequential data assimilation using the particle filter
2005
- Evaluation and Transferability of the Noah Land Surface Model in Semiarid Environments
2005
- Development of an integrated hydologic model to explore the feasibility of water banking and markets in the Southwestern U.S.
2005
- The climatic vulnerability of flows on the Senegal River and the consequences thereof.
2005
- Constraining a physically based Soil-Vegetation-Atmosphere Transfer model with surface water content and thermal infrared brightness temperature measurements using a multiobjective approach: CONSTRAINING A PHYSICALLY BASED SVAT MODEL
2005
- The role of hydrograph indices in parameter estimation of rainfall-runoff models
2005
- Dual state-parameter estimation of hydrological models using ensemble Kalman filter
2005
- A rainfall-runoff model based on the Least Action Principle.
2005
- Intercomparison of rain gauge, radar, and satellite-based precipitation estimates with emphasis on hydrologic forecasting
2005
- Regional hydrological impacts of climate change : Impact assessment and decision making
2005
- Application of temporal streamflow descriptors in hydrologic model parameter estimation
2005
- Rainfall modeling for integrating radar information into hydrological model
2005
- Constraining land surface and atmospheric parameters of a locally coupled model using observational data
2005
- Changes in the hydrological regime of the rivers of southern Cameroun: an impact of climate variability in the equatorial zone.
2005
- IAHS-AISH Publication: Preface
2005
- Improved treatment of uncertainty in hydrologic modeling: Combining the strengths of global optimization and data assimilation
2005
- Using a multiobjective approach to retrieve information on surface properties used in a SVAT model
2004
- A New Phase of the Model Parameter Estimation Experiment (MOPEX)
2004
- Exploring parameter sensitivities of the land surface using a locally coupled land-atmosphere model: EXPLORING PARAMETER SENSITIVITIES
2004
- Stochastic formulation of a conceptual hydrological model.
2004
- Calibration of a semi-distributed hydrologic model for streamflow estimation along a river system
2004
- Explore parameter sensitivities and model calibration in a locally coupled environment
2004
- Model Parameter Experiment Begins New Phase
2004
- Understanding Hydrologic Model Uncertainty: A Report on the IAHS-PUB Workshop
2004
- A hydroarchive for the free exchange of hydrological software
2004
- Improved streamflow forecasting using self-organizing radial basis function artificial neural networks
2004
- Advances in automatic methods for identification of hydrologic models
2004
- Exploring parameter sensitivities of the land surface using a locally coupled land-atmosphere model
2004
- Towards the characterization of streamflow simulation uncertainty through multimodel ensembles
2004
- Comment on Bayesian recursive parameter estimation for hydrologic models by M. Thiemann, M. Trosset, H. Gupta, and S. Sorooshian
2003
- A Shuffled Complex Evolution Metropolis algorithm for optimization and uncertainty assessment of hydrologic model parameters
2003
- Erratum: Toward improved identifiability of hydrologic model parameters: The information content of experimental data (Water Resources Research (2003) 39: 3 (1054) DOI: 10.1029/2003WR001962)
2003
- Correction to “Toward improved identifiability of hydrologic model parameters: The information content of experimental data”
2003
- Effective and efficient algorithm for multiobjective optimization of hydrologic models: MULTIOBJECTIVE OPTIMIZATION OF HYDROLOGIC MODELS
2003
- Toward improved identifiability of soil hydraulic parameters: On the selection of a suitable parametric model
2003
- Impacts of a parameterization deficiency on offline and coupled land surface model simulations
2003
- Towards reduced uncertainty in conceptual rainfall-runoff modelling: Dynamic identifiability analysis
2003
- Effective and efficient algorithm for multiobjective optimization of hydrologic models
2003
- Reply to Comment on ‘Bayesian recursive parameter estimation for hydrologic models’ by Keith Beven and Peter Young
2003
- Exploring the relationship between complexity and performance in a land surface model using the multicriteria method
2002
- Multicriteria parameter estimation for models of stream chemical composition
2002
- Toward improved identifiability of hydrologic model parameters: The information content of experimental data
2002
- Calibrating a land surface model of varying complexity using multicriteria methods and the Cabauw dataset
2002
- Self-organizing linear output map (SOLO): An artificial neural network suitable for hydrologic modeling and analysis
2002
- Diurnal variability of tropical rainfall retrieved from combined GOES and TRMM satellite information
2002
- The challenge of predicting flash floods from thunderstorm rainfall
2002
- Perspectives in using a remotely sensed dryness index in distributed hydrological models at the river-basin scale
2002
- A Brief History and Mission of SAHRA: a National Science Foundation Science and Technology Center on Sustainability of semi-Arid Hydrology and Riparian Areas
2002
- Multicriteria parameter estimation for models of stream chemical composition: MULTICRITERIA PARAMETER ESTIMATION FOR MODELS
2002
- A chaotic approach to rainfall disaggregation
2001
- Impact of field-calibrated vegetation parameters on GCM climate simulations
2001
- Toward improved streamflow forecasts: Value of semidistributed modeling
2001
- Multiobjective calibration and sensitivity of a distributed land surface water and energy balance model
2001
- A framework for development and application of hydrological models
2001
- Bayesian recursive parameter estimation for hydrologic models
2001
- Evaluation of parameter sensitivity for different levels of land-surface model complexity
2001
- Evaluation of PERSIANN system satellite-based estimates of tropical rainfall
2000
- Artificial Neural Networks in Hydrology I: Preliminary Concepts
2000
- A multistep automatic calibration scheme for river forecasting models
2000
- Toward improved calibration of hydrologic models: Combining the strengths of manual and automatic methods
2000
- Artificial Neural Networks in Hydrology II: Hydrologic Applications
2000
- Use of the NWSRFS OPT3 for Calibration of the SAC-SMA Model
2000
- Preface paper to the Semi-Arid Land-Surface-Atmosphere (SALSA) Program special issue
2000
- Status of automatic calibration for hydrologic models: Comparison with multilevel expert calibration
1999
- A multi-step automatic calibration scheme (MACS) for river forecasting models utilizing the national weather service river forecast system (NWSRFS)
1999
- Sensitivity analysis of a land surface scheme using multicriteria methods
1999
- Soil-moisture nudging experiments with a single-column version of the ECMWF model
1999
- Parameter estimation of a land surface scheme using multicriteria methods
1999
- A cloud-patch technique for identification and removal of no-rain clouds from satellite infrared imagery
1999
- Sensitivity analysis using mass flux and concentration
1999
- Estimation of physical variables from multichannel remotely sensed imagery using a neural network: Application to rainfall estimation
1999
- Toward improved calibration of hydrologic models: Multiple and noncommensurable measures of information
1998
- Multi-objective global optimization for hydrologic models
1998
- Integration of soil moisture remote sensing and hydrologic modeling using data assimilation
1998
- Streamflow forecasting using artificial neural networks
1998
- Calibration of a Semi-Distributed Rainfall-Runoff Model Using Global Optimization Strategies
1998
- On the simulation of infiltration- and saturation-excess runoff using radar-based rainfall estimates: Effects of algorithm uncertainty and pixel aggregation
1998
- Application of a recurrent neural network to rainfall-runoff modeling
1997
- Precipitation estimation from remotely sensed information using artificial neural networks
1997
- EFFECTS OF RADAR-ESTIMATED PRECIPITATION UNCERTAINTY ON DIFFERENT RUNOFF-GENERATION MECHANISMS
1997
- Superior training of artificial neural networks using weight-space partitioning
1997
- A multiobjective global optimization algorithm with application to calibration of hydrologic models
1997
- Automatic calibration of conceptual rainfall-runoff models: Sensitivity to calibration data
1996
- Sensitivity analysis of the biosphere-atmosphere transfer scheme
1996
- A SUPERIOR TRAINING STRATEGY FOR THREE-LAYER FEEDFORWARD ARTIFICIAL NEURAL NETWORKS
1996
- Artificial neural network modeling of the rainfall-runoff process
1995
- Optimal use of the SCE-UA global optimization method for calibrating watershed models
1994
- CALIBRATION OF RAINFALL-RUNOFF MODELS - APPLICATION OF GLOBAL OPTIMIZATION TO THE SACRAMENTO SOIL-MOISTURE ACCOUNTING MODEL
1993
- Shuffled complex evolution approach for effective and efficient global minimization
1993
- A Markov chain flow model for flood forecasting
1993
- Effective and efficient global optimization for conceptual rainfall- runoff models
1992
- ON THE ESTIMATION OF PARAMETERS FOR FREQUENCY-DOMAIN MODELS
1991
- The relationship between data and the precision of parameter estimates of hydrologic models
1985
- THE ANALYSIS OF STRUCTURAL IDENTIFIABILITY - THEORY AND APPLICATION TO CONCEPTUAL RAINFALL-RUNOFF MODELS
1985
- AUTOMATIC CALIBRATION OF CONCEPTUAL CATCHMENT MODELS USING DERIVATIVE-BASED OPTIMIZATION ALGORITHMS.
1985
- Evaluation of maximum likelihood parameter estimation techniques for conceptual rainfall-runoff models: influence of calibration data variability and length on model credibility.
1983
- Automatic calibration of conceptual rainfall-runoff models: the question of parameter observability and uniqueness.
1983
- UNIQUENESS AND OBSERVABILITY OF CONCEPTUAL RAINFALL-RUNOFF MODEL PARAMETERS: THE PERCOLATION PROCESS EXAMINED.
1983