❝
Hoshin is a hydrologist, systems theorist and philosopher, with strong technical skills in complex algorithm development. His particular expertise is in earth system modeling and in exploring issues relating to terrestrial processes with a particular focus on hydrology. Historically he has driven improvements to methods for model-based learning, including multi-criteria and diagnostic methods, and is now leading developments in assessment and correction of model structural adequacy based in rigorous Bayesian and Information Theoretic approaches. This work has earned him an H-Index = 63, having published 10 books and over 170 peer-reviewed papers, 43 of which have been cited more than 100 times, and one being cited more than 1500 times.
In addition, since serving as Associate Director (2000-2005) of the UA-HWR-based NSF science and technology center SAHRA, Hoshin has been working on improving the integration of hydrologic science into decision-making and policy. In 2006 he was named the Salt River Project (SRP) Professor of Technology, Public Policy & Markets for work on evaluating hydrological impacts of potential climate change. His (co-edited) books ‘Water Policy in New Mexico: Addressing the Challenge of an Uncertain Future’ and 'Water Bankruptcy In The Land Of Plenty: Steps towards a transatlantic and transdisciplinary assessment of water scarcity in Southern Arizona' were published in 2012 and 2016 respectively. Recently he was a PI of the first EU funded project to strengthen ties between European- and US-based researchers in the social and natural sciences related to water. His total research co-funding exceeds $40M (including SAHRA).Show Less
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)
Recent
- 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
- 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