Articles | Volume 21, issue 7
https://doi.org/10.5194/hess-21-3427-2017
© Author(s) 2017. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/hess-21-3427-2017
© Author(s) 2017. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
The evolution of process-based hydrologic models: historical challenges and the collective quest for physical realism
Martyn P. Clark
CORRESPONDING AUTHOR
Research Applications Laboratory, National Center for Atmospheric Research, Boulder, CO 80301, USA
Marc F. P. Bierkens
Faculty of Geosciences, Utrecht University, 3508 TC Utrecht, The Netherlands
Luis Samaniego
UFZ-Helmholtz Centre for Environmental Research, 04318 Leipzig, Germany
Ross A. Woods
Department of Civil Engineering, University of Bristol, Bristol, BS8 1TR, UK
Remko Uijlenhoet
Hydrology and Quantitative Water Management Group, Wageningen University, 6700 AA Wageningen, the Netherlands
Katrina E. Bennett
Los Alamos National Laboratory, Los Alamos, NM 87545, USA
Valentijn R. N. Pauwels
Department of Civil Engineering, Monash University, Victoria 3800, Australia
Xitian Cai
Department of Civil and Environmental Engineering, Princeton University, Princeton, NJ 08544, USA
Andrew W. Wood
Research Applications Laboratory, National Center for Atmospheric Research, Boulder, CO 80301, USA
Christa D. Peters-Lidard
Earth Sciences Division, NASA Goddard Space Flight Center, Greenbelt, MD 20771, USA
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- Geospatial Artificial Intelligence (GeoAI) in the Integrated Hydrological and Fluvial Systems Modeling: Review of Current Applications and Trends C. Gonzales-Inca et al. 10.3390/w14142211
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- Commemorating the 50th anniversary of the Freeze and Harlan (1969) Blueprint for a physically-based, digitally-simulated hydrologic response model C. Simmons et al. 10.1016/j.jhydrol.2019.124309
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- Benchmarking global hydrological and land surface models against GRACE in a medium-sized tropical basin S. Bolaños Chavarría et al. 10.5194/hess-26-4323-2022
- Including Regional Knowledge Improves Baseflow Signature Predictions in Large Sample Hydrology S. Gnann et al. 10.1029/2020WR028354
- Remote Sensed and/or Global Datasets for Distributed Hydrological Modelling: A Review M. Ali et al. 10.3390/rs15061642
- Fill‐and‐Spill: A Process Description of Runoff Generation at the Scale of the Beholder J. McDonnell et al. 10.1029/2020WR027514
- Two novel error-updating model frameworks for short-to-medium range streamflow forecasting using bias-corrected rainfall inputs: Development and comparative assessment A. Khatun et al. 10.1016/j.jhydrol.2023.129199
- Exploring Tracer Information and Model Framework Trade‐Offs to Improve Estimation of Stream Transient Storage Processes C. Kelleher et al. 10.1029/2018WR023585
- VISCOUS: A Variance‐Based Sensitivity Analysis Using Copulas for Efficient Identification of Dominant Hydrological Processes R. Sheikholeslami et al. 10.1029/2020WR028435
- Flood hazard mapping methods: A review R. Mudashiru et al. 10.1016/j.jhydrol.2021.126846
- A New Fully Distributed Model of Nitrate Transport and Removal at Catchment Scale X. Yang et al. 10.1029/2017WR022380
- Technical note: Hydrology modelling R packages – a unified analysis of models and practicalities from a user perspective P. Astagneau et al. 10.5194/hess-25-3937-2021
- Enabling dynamic emulation of high-dimensional model outputs: Demonstration for Mexico City groundwater management J. Tracy et al. 10.1016/j.envsoft.2021.105238
- Evaluating the effect of data-richness and model complexity in the prediction of coastal sediment loading in Solomon Islands N. Hutley et al. 10.1088/1748-9326/abc8ba
- Inundation prediction in tropical wetlands from JULES-CaMa-Flood global land surface simulations T. Marthews et al. 10.5194/hess-26-3151-2022
- An Integrated Modeling Approach to Assess Best Management Practices (BMPs) for Improving Stream Water Quality Using the MapShed and WASP8 Models A. Muhammetoglu et al. 10.1007/s11269-023-03655-1
- Incorporating Uncertainty Into Multiscale Parameter Regionalization to Evaluate the Performance of Nationally Consistent Parameter Fields for a Hydrological Model R. Lane et al. 10.1029/2020WR028393
- Scaling, similarity, and the fourth paradigm for hydrology C. Peters-Lidard et al. 10.5194/hess-21-3701-2017
177 citations as recorded by crossref.
- Satellite and In Situ Observations for Advancing Global Earth Surface Modelling: A Review G. Balsamo et al. 10.3390/rs10122038
- Understanding the hierarchical controls of geographical features on hydrological responses in humid mountainous areas through a stepwise clustering scheme Y. Yang et al. 10.1007/s00477-021-02080-3
- Estimating Hydrothermal Properties and High-Frequency Fluxes From Geophysical Measurements in the Hyporheic Zone K. Cucchi et al. 10.3389/frwa.2021.700274
- A Hybrid Model Integrating Elman Neural Network with Variational Mode Decomposition and Box–Cox Transformation for Monthly Runoff Time Series Prediction F. Zhang et al. 10.1007/s11269-022-03220-2
- Climate storylines as a way of bridging the gap between information and decision-making in hydrological risk D. Caviedes-Voullième et al. 10.1371/journal.pclm.0000270
- A Multi-model Framework for Streamflow Forecasting Based on Stochastic Models: an Application to the State Of Ceará, Brazil L. Rolim et al. 10.1007/s41101-023-00184-1
- The temporally varying roles of rainfall, snowmelt and soil moisture for debris flow initiation in a snow-dominated system K. Mostbauer et al. 10.5194/hess-22-3493-2018
- Evaluation of the Climate Forecast System Reanalysis data for hydrological model in the Arctic watershed Målselv M. Bui et al. 10.2166/wcc.2021.346
- The sensitivity of simulated streamflow to individual hydrologic processes across North America J. Mai et al. 10.1038/s41467-022-28010-7
- Process Interactions Can Change Process Ranking in a Coupled Complex System Under Process Model and Parametric Uncertainty J. Yang et al. 10.1029/2021WR029812
- Scaling Point‐Scale (Pedo)transfer Functions to Seamless Large‐Domain Parameter Estimates for High‐Resolution Distributed Hydrologic Modeling: An Example for the Rhine River R. Imhoff et al. 10.1029/2019WR026807
- IMPLEMENTATION OF AN INTEGRATED MONITORING SYSTEM TO ENSURE THE ENVIRONMENTAL SAFETY OF WATER RESOURCES A. Hienova et al. 10.52363/2522-1892.2023.1.4
- Evaluating seasonal hydrological extremes in mesoscale (pre-)Alpine basins at coarse 0.5° and fine hyperresolution J. Buitink et al. 10.5194/hess-23-1593-2019
- Developing a predictive science of the biosphere requires the integration of scientific cultures B. Enquist et al. 10.1073/pnas.2209196121
- Revisiting parameter sensitivities in the variable infiltration capacity model across a hydroclimatic gradient U. Sepúlveda et al. 10.5194/hess-26-3419-2022
- A New Whole Life Cycle Index System for Evaluation of Runoff Forecasting X. Yuan et al. 10.1007/s11269-023-03728-1
- Parallelization of a two-dimensional time-area watershed routing Y. Her et al. 10.1016/j.envsoft.2021.105222
- Impact on discharge modelling using different spatial and temporal resolution scenarios in South of Chile I. Fustos et al. 10.1016/j.jsames.2022.103727
- Is hillslope-based catchment decomposition approach superior to hydrologic response unit (HRU) for stream-aquifer interaction modelling: Inference from two process-based coupled models S. Sahoo & B. Sahoo 10.1016/j.jhydrol.2020.125588
- CLUES model calibration and its implications for estimating contaminant attenuation A. Semadeni-Davies et al. 10.1016/j.agwat.2019.105853
- The physics of river prediction S. Fleming & H. Gupta 10.1063/PT.3.4523
- Optimizing parameter learning and calibration in an integrated hydrological model: Impact of observation length and information P. Jiang et al. 10.1016/j.jhydrol.2024.131889
- Accuracy assessment of late winter snow depth mapping for tundra environments using Structure-from-Motion photogrammetry B. Walker et al. 10.1139/as-2020-0006
- <i>STH-net:</i> a soil monitoring network for process-based hydrological modelling from the pedon to the hillslope scale E. Martini et al. 10.5194/essd-13-2529-2021
- This River Is a Model L. Yarina 10.22269/240213
- Simple process-led algorithms for simulating habitats (SPLASH v.2.0): robust calculations of water and energy fluxes D. Sandoval et al. 10.5194/gmd-17-4229-2024
- Improving the Accuracy of Dam Inflow Predictions Using a Long Short-Term Memory Network Coupled with Wavelet Transform and Predictor Selection T. Tran et al. 10.3390/math9050551
- High Resolution Water Table Modeling of the Shallow Groundwater Using a Knowledge-Guided Gradient Boosting Decision Tree Model J. Koch et al. 10.3389/frwa.2021.701726
- Large-sample assessment of varying spatial resolution on the streamflow estimates of the wflow_sbm hydrological model J. Aerts et al. 10.5194/hess-26-4407-2022
- Data- and Model-Based Discharge Hindcasting over a Subtropical River Basin K. Billah et al. 10.3390/w13182560
- A Neural Network-Based Hydrological Model for Very High-Resolution Forecasting Using Weather Radar Data L. Santos et al. 10.3390/eng4030101
- HydroCAL: A novel integrated surface–subsurface hydrological model based on the Cellular Automata paradigm L. Furnari et al. 10.1016/j.advwatres.2024.104623
- Decoding uranium variation over the Indian peninsula through leveraging standardized precipitation evapotranspiration indices and groundwater level fluctuations D. Panday & M. Kumar 10.1016/j.gsd.2024.101241
- A Systematic Evaluation of Noah‐MP in Simulating Land‐Atmosphere Energy, Water, and Carbon Exchanges Over the Continental United States N. Ma et al. 10.1002/2017JD027597
- How can expert knowledge increase the realism of conceptual hydrological models? A case study based on the concept of dominant runoff process in the Swiss Pre-Alps M. Antonetti & M. Zappa 10.5194/hess-22-4425-2018
- Evaluation of distributed process-based hydrologic model performance using only a priori information to define model inputs S. Bhanja et al. 10.1016/j.jhydrol.2023.129176
- Flexible vector-based spatial configurations in land models S. Gharari et al. 10.5194/hess-24-5953-2020
- Regionalisierung hydrologischer Modelle mit Function Space Optimization M. Feigl et al. 10.1007/s00506-021-00766-0
- A multi-variable calibration framework at the grid scale for integrating streamflow with evapotranspiration data to improve the simulation of distributed hydrological model X. Guo et al. 10.1016/j.ejrh.2024.101944
- A geostatistical spatially varying coefficient model for mean annual runoff that incorporates process-based simulations and short records T. Roksvåg et al. 10.5194/hess-26-5391-2022
- Evolution and attribution of ecological flow in the Xiangjiang River basin since 1961 W. Guo et al. 10.1007/s11356-023-29626-y
- On doing hydrology with dragons: Realizing the value of perceptual models and knowledge accumulation T. Wagener et al. 10.1002/wat2.1550
- Modeling land-atmosphere energy and water exchanges in the typical alpine grassland in Tibetan Plateau using Noah-MP N. Ma 10.1016/j.ejrh.2023.101596
- Wflow_sbm v0.7.3, a spatially distributed hydrological model: from global data to local applications W. van Verseveld et al. 10.5194/gmd-17-3199-2024
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- Toward More Actionable Flood‐Risk Information C. Cooper et al. 10.1029/2022EF003093
- Large‐Domain Multisite Precipitation Generation: Operational Blueprint and Demonstration for 1,000 Sites S. Papalexiou et al. 10.1029/2022WR034094
- Multiagent System and Rainfall-Runoff Model in Hydrological Problems: A Systematic Literature Review B. Leitzke & D. Adamatti 10.3390/w13243643
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- Improvement of surface run‐off in the hydrological model ParFlow by a scale‐consistent river parameterization B. Schalge et al. 10.1002/hyp.13448
- Different calibration procedures for flows estimation using SWAT model L. Moreira et al. 10.1080/23249676.2020.1787246
- A review of models for simulating the soil-plant interface for different climatic conditions and land uses in the Loess Plateau, China T. Turkeltaub et al. 10.1016/j.ecolmodel.2022.110173
- Frequency domain water table fluctuations reveal impacts of intense rainfall and vadose zone thickness on groundwater recharge L. Guillaumot et al. 10.5194/hess-26-5697-2022
- Response of the winter soil moisture of different vegetation types to rainfall events in karst slope land E. Yuan et al. 10.2166/nh.2022.033
- A modular and parallelized watershed modeling framework L. Zhu et al. 10.1016/j.envsoft.2019.104526
- Historical development of rainfall‐runoff modeling M. Peel & T. McMahon 10.1002/wat2.1471
- Using Particle Tracking to Understand Flow Paths, Age Distributions, and the Paradoxical Origins of the Inverse Storage Effect in an Experimental Catchment D. Wilusz et al. 10.1029/2019WR025140
- Influence of forest canopy structure and wind flow on patterns of sub‐canopy snow accumulation in montane needleleaf forests J. Staines & J. Pomeroy 10.1002/hyp.15005
- A Calibration Framework for High‐Resolution Hydrological Models Using a Multiresolution and Heterogeneous Strategy R. Sun et al. 10.1029/2019WR026541
- 100 Years of Progress in Hydrology C. Peters-Lidard et al. 10.1175/AMSMONOGRAPHS-D-18-0019.1
- Ensemble flood forecasting: Current status and future opportunities W. Wu et al. 10.1002/wat2.1432
- Improving global flood and drought predictions: integrating non-floodplain wetlands into watershed hydrologic models H. Golden et al. 10.1088/1748-9326/ac1fbc
- Theory and the future of land-climate science M. Byrne et al. 10.1038/s41561-024-01553-8
- Geospatial Artificial Intelligence (GeoAI) in the Integrated Hydrological and Fluvial Systems Modeling: Review of Current Applications and Trends C. Gonzales-Inca et al. 10.3390/w14142211
- Continental-scale evaluation of a fully distributed coupled land surface and groundwater model, ParFlow-CLM (v3.6.0), over Europe B. Naz et al. 10.5194/gmd-16-1617-2023
- Rainfall–runoff modelling using Long Short-Term Memory (LSTM) networks F. Kratzert et al. 10.5194/hess-22-6005-2018
- Multimodal water age distributions and the challenge of complex hydrological landscapes N. Rodriguez et al. 10.1002/hyp.13770
- Function Space Optimization: A Symbolic Regression Method for Estimating Parameter Transfer Functions for Hydrological Models M. Feigl et al. 10.1029/2020WR027385
- Watershed Hydrology: Scientific Advances and Environmental Assessments X. Yu & C. Duffy 10.3390/w10030288
- Data-Driven System Dynamics Model for Simulating Water Quantity and Quality in Peri-Urban Streams G. Lemaire et al. 10.3390/w13213002
- Simulation and statistical modelling approaches to investigate hydrologic regime transformations following Eastern hemlock decline K. Singh et al. 10.1002/hyp.13666
- Using isotopes to incorporate tree water storage and mixing dynamics into a distributed ecohydrologic modelling framework J. Knighton et al. 10.1002/eco.2201
- Random forest-based modeling of stream nutrients at national level in a data-scarce region H. Virro et al. 10.1016/j.scitotenv.2022.156613
- Modelling Waterlogging Impacts on Crop Growth: A Review of Aeration Stress Definition in Crop Models and Sensitivity Analysis of APSIM F. Githui et al. 10.3390/ijpb13030017
- Integrating geographic data and the SCS-CN method with LSTM networks for enhanced runoff forecasting in a complex mountain basin M. Merizalde et al. 10.3389/frwa.2023.1233899
- Corroboration of arsenic variation over the Indian Peninsula through standardized precipitation evapotranspiration indices and groundwater level fluctuations: Water quantity indicators for water quality prediction D. Panday et al. 10.1016/j.scitotenv.2024.176339
- Improving daily stochastic streamflow prediction: comparison of novel hybrid data-mining algorithms K. Khosravi et al. 10.1080/02626667.2021.1928673
- A Comprehensive Distributed Hydrological Modeling Intercomparison to Support Process Representation and Data Collection Strategies G. Baroni et al. 10.1029/2018WR023941
- Bridging the gap from hydrological to biogeochemical processes using tracer-aided hydrological models in a tropical montane ecosystem J. Pesántez et al. 10.1016/j.jhydrol.2023.129328
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- Automatic Regionalization of Model Parameters for Hydrological Models M. Feigl et al. 10.1029/2022WR031966
- Workflow for hydrologic modelling with sUAS-acquired aerial imagery D. Beene et al. 10.1080/10106049.2019.1648562
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- Evaluation of flood prediction capability of the distributed Grid‐Xinanjiang model driven by weather research and forecasting precipitation C. Yao et al. 10.1111/jfr3.12544
- Data Assimilation Improves Estimates of Climate-Sensitive Seasonal Snow M. Girotto et al. 10.1007/s40641-020-00159-7
- From threat to opportunity: Hydrologic uncertainty regionalization across large domains S. Pokorny et al. 10.1016/j.ejrh.2024.101819
- The value of simplified models for spin up of complex models with an application to subsurface hydrology D. Erdal et al. 10.1016/j.cageo.2019.01.014
- Regulation-based probabilistic substance quality index and automated geo-spatial modeling for water quality assessment A. Nikitin et al. 10.1038/s41598-021-02564-w
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- SERGHEI (SERGHEI-SWE) v1.0: a performance-portable high-performance parallel-computing shallow-water solver for hydrology and environmental hydraulics D. Caviedes-Voullième et al. 10.5194/gmd-16-977-2023
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- Enhanced LSTM Model for Daily Runoff Prediction in the Upper Huai River Basin, China Y. Man et al. 10.1016/j.eng.2021.12.022
- Potential of remote sensing surface temperature- and evapotranspiration-based land-atmosphere coupling metrics for land surface model calibration J. Zhou et al. 10.1016/j.rse.2023.113557
- A review of integrated surface-subsurface numerical hydrological models L. Shu et al. 10.1007/s11430-022-1312-7
- Incorporating water quality into land use scenario analysis with random forest models R. Goodspeed et al. 10.1177/23998083221138842
- Modeling for sustainable groundwater management: Interdependence and potential complementarity of process-based, data-driven and system dynamics approaches D. Secci et al. 10.1016/j.scitotenv.2024.175491
- Flood Early Warning Systems Using Machine Learning Techniques: The Case of the Tomebamba Catchment at the Southern Andes of Ecuador P. Muñoz et al. 10.3390/hydrology8040183
- Assessing spatial transferability of a random forest metamodel for predicting drainage fraction E. Bjerre et al. 10.1016/j.jhydrol.2022.128177
- Assessing the hydrologic response to wildfires in mountainous regions A. Havel et al. 10.5194/hess-22-2527-2018
- Are Model Transferability And Complexity Antithetical? Insights From Validation of a Variable‐Complexity Empirical Snow Model in Space and Time A. Lute & C. Luce 10.1002/2017WR020752
- Upscaling Hydrological Processes for Land Surface Models With a Two‐Hydrologic‐Variable Model: Application to the Little Washita Watershed F. Picourlat et al. 10.1029/2021WR030997
- Increasing Hydroperiod in a Karst-depression Wetland Based on 165 Years of Simulated Daily Water Levels J. Cartwright & W. Wolfe 10.1007/s13157-021-01474-x
- The Tyranny of Small Scales—On Representing Soil Processes in Global Land Surface Models D. Or 10.1029/2019WR024846
- The role and value of distributed precipitation data in hydrological models R. Loritz et al. 10.5194/hess-25-147-2021
- Parameter estimation and uncertainty analysis in hydrological modeling P. Herrera et al. 10.1002/wat2.1569
- Knowledge-informed deep learning for hydrological model calibration: an application to Coal Creek Watershed in Colorado P. Jiang et al. 10.5194/hess-27-2621-2023
- A deep learning modeling framework with uncertainty quantification for inflow-outflow predictions for cascade reservoirs V. Ngoc Tran et al. 10.1016/j.jhydrol.2024.130608
- Toward seamless hydrologic predictions across spatial scales L. Samaniego et al. 10.5194/hess-21-4323-2017
- Identifying climate‐resistant vernal pools: Hydrologic refugia for amphibian reproduction under droughts and climate change J. Cartwright et al. 10.1002/eco.2354
- Is ET often oversimplified in hydrologic models? Using long records to elucidate unaccounted for controls on ET C. Kelleher & S. Shaw 10.1016/j.jhydrol.2017.12.018
- The potential to reduce uncertainty in regional runoff projections from climate models F. Lehner et al. 10.1038/s41558-019-0639-x
- Assimilation of NASA's Airborne Snow Observatory Snow Measurements for Improved Hydrological Modeling: A Case Study Enabled by the Coupled LIS/WRF‐Hydro System T. Lahmers et al. 10.1029/2021WR029867
- Hybridizing Bayesian and variational data assimilation for high-resolution hydrologic forecasting F. Hernández & X. Liang 10.5194/hess-22-5759-2018
- Peatland dynamics: A review of process-based models and approaches B. Mozafari et al. 10.1016/j.scitotenv.2023.162890
- Adapting cities to the surge: A comprehensive review of climate-induced urban flooding G. Dharmarathne et al. 10.1016/j.rineng.2024.102123
- A Bayesian Hierarchical Framework for Postprocessing Daily Streamflow Simulations across a River Network Á. Ossandón et al. 10.1175/JHM-D-21-0167.1
- Does Flash Flood Model Performance Increase with Complexity? Signature and Sensitivity-Based Comparison of Conceptual and Process-Oriented Models on French Mediterranean Cases A. Haruna et al. 10.3390/hydrology9080141
- HESS Opinions: The complementary merits of competing modelling philosophies in hydrology M. Hrachowitz & M. Clark 10.5194/hess-21-3953-2017
- Benchmarking and parameter sensitivity of physiological and vegetation dynamics using the Functionally Assembled Terrestrial Ecosystem Simulator (FATES) at Barro Colorado Island, Panama C. Koven et al. 10.5194/bg-17-3017-2020
- Parameterization in hydrological models through clustering of the simulation time period and multi-objective optimization based calibration L. G. & K. Sudheer 10.1016/j.envsoft.2021.104981
- Asynchronous cellular automata subsurface flow simulations in two- and three-dimensional heterogeneous soils L. Furnari et al. 10.1016/j.advwatres.2021.103952
- Enhancing Runoff Simulation Using BTOP-LSTM Hybrid Model in the Shinano River Basin S. Nimai et al. 10.3390/w15213758
- On the need for physical constraints in deep learning rainfall–runoff projections under climate change: a sensitivity analysis to warming and shifts in potential evapotranspiration S. Wi & S. Steinschneider 10.5194/hess-28-479-2024
- Potential of satellite and reanalysis evaporation datasets for hydrological modelling under various model calibration strategies M. Dembélé et al. 10.1016/j.advwatres.2020.103667
- Prediction of Flow Based on a CNN-LSTM Combined Deep Learning Approach P. Li et al. 10.3390/w14060993
- Spatio‐temporal discretization uncertainty of distributed hydrological models S. Markhali et al. 10.1002/hyp.14635
- Improving cascade reservoir inflow forecasting and extracting insights by decomposing the physical process using a hybrid model J. Li et al. 10.1016/j.jhydrol.2024.130623
- A review of flash‐floods management: From hydrological modeling to crisis management S. Sadkou et al. 10.1111/jfr3.12999
- Coupling SWAT and LSTM for Improving Daily Streamflow Simulation in a Humid and Semi-humid River Basin Z. Mei et al. 10.1007/s11269-024-03975-w
- Adaptive clustering: reducing the computational costs of distributed (hydrological) modelling by exploiting time-variable similarity among model elements U. Ehret et al. 10.5194/hess-24-4389-2020
- Recession discharge from compartmentalized bedrock hillslopes C. Roques et al. 10.5194/hess-26-4391-2022
- Guidance on large scale hydrologic model calibration with isotope tracers T. Holmes et al. 10.1016/j.jhydrol.2023.129604
- Effects of Climate and Anthropogenic Drivers on Surface Water Area in the Southeastern United States M. Gaines et al. 10.1029/2021WR031484
- Utilization of the Long Short-Term Memory network for predicting streamflow in ungauged basins in Korea J. Choi et al. 10.1016/j.ecoleng.2022.106699
- ML-Based Streamflow Prediction in the Upper Colorado River Basin Using Climate Variables Time Series Data P. Hosseinzadeh et al. 10.3390/hydrology10020029
- Sensitivity Analysis of Fully Distributed Parameterization Reveals Insights Into Heterogeneous Catchment Responses for Water Quality Modeling X. Yang et al. 10.1029/2019WR025575
- The Impact of an Open Water Balance Assumption on Understanding the Factors Controlling the Long‐Term Streamflow Components A. Ballarin et al. 10.1029/2022WR032413
- Identifying Dominant Processes in Time and Space: Time‐Varying Spatial Sensitivity Analysis for a Grid‐Based Nitrate Model S. Wu et al. 10.1029/2021WR031149
- Evaluating performance dependency of a geomorphologic instantaneous unit hydrograph-based hydrological model on DEM resolution C. Yao et al. 10.1016/j.wse.2022.04.002
- Connecting the Dots: How Ecohydrological Connectivity Can Support Remote Sensing and Modeling to Inform Management of Woody Plant Encroachment H. Schmidt et al. 10.1016/j.rama.2024.05.001
- Upscaling Tracer‐Aided Ecohydrological Modeling to Larger Catchments: Implications for Process Representation and Heterogeneity in Landscape Organization X. Yang et al. 10.1029/2022WR033033
- The Canadian Hydrological Model (CHM) v1.0: a multi-scale, multi-extent, variable-complexity hydrological model – design and overview C. Marsh et al. 10.5194/gmd-13-225-2020
- Challenges for drought assessment in the Mediterranean region under future climate scenarios Y. Tramblay et al. 10.1016/j.earscirev.2020.103348
- Remote sensing-enabled machine learning for river water quality modeling under multidimensional uncertainty S. Rahat et al. 10.1016/j.scitotenv.2023.165504
- A Pareto‐Based Sensitivity Analysis and Multiobjective Calibration Approach for Integrating Streamflow and Evaporation Data P. Yeste et al. 10.1029/2022WR033235
- Application of hydrological models in climate change framework for a river basin in India R. Vogeti et al. 10.2166/wcc.2023.188
- Improving the Predictive Skill of a Distributed Hydrological Model by Calibration on Spatial Patterns With Multiple Satellite Data Sets M. Dembélé et al. 10.1029/2019WR026085
- Assessing Streamflow Sensitivity to Precipitation Variability in Karst‐Influenced Catchments With Unclosed Water Balances Y. Liu et al. 10.1029/2020WR028598
- Understanding each other's models: an introduction and a standard representation of 16 global water models to support intercomparison, improvement, and communication C. Telteu et al. 10.5194/gmd-14-3843-2021
- Deep learning in hydrology and water resources disciplines: concepts, methods, applications, and research directions K. Tripathy & A. Mishra 10.1016/j.jhydrol.2023.130458
- Unpiloted Aerial Vehicle Retrieval of Snow Depth Over Freshwater Lake Ice Using Structure From Motion G. Gunn et al. 10.3389/frsen.2021.675846
- A simple, dynamic, hydrological model for mesotidal salt marshes D. Marois & H. Stecher 10.1016/j.ecss.2019.106486
- Suitability of 17 gridded rainfall and temperature datasets for large-scale hydrological modelling in West Africa M. Dembélé et al. 10.5194/hess-24-5379-2020
- Variability in flow and tracer-based performance metric sensitivities reveal regional differences in dominant hydrological processes across the Athabasca River basin T. Holmes et al. 10.1016/j.ejrh.2022.101088
- Hyper-resolution PCR-GLOBWB: opportunities and challenges from refining model spatial resolution to 1 km over the European continent J. Hoch et al. 10.5194/hess-27-1383-2023
- Near-real-time satellite precipitation data ingestion into peak runoff forecasting models P. Muñoz et al. 10.1016/j.envsoft.2022.105582
- Visualization and ecohydrologic models: Opening the box C. Tague & J. Frew 10.1002/hyp.13991
- Commemorating the 50th anniversary of the Freeze and Harlan (1969) Blueprint for a physically-based, digitally-simulated hydrologic response model C. Simmons et al. 10.1016/j.jhydrol.2019.124309
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- Benchmarking global hydrological and land surface models against GRACE in a medium-sized tropical basin S. Bolaños Chavarría et al. 10.5194/hess-26-4323-2022
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- Remote Sensed and/or Global Datasets for Distributed Hydrological Modelling: A Review M. Ali et al. 10.3390/rs15061642
- Fill‐and‐Spill: A Process Description of Runoff Generation at the Scale of the Beholder J. McDonnell et al. 10.1029/2020WR027514
- Two novel error-updating model frameworks for short-to-medium range streamflow forecasting using bias-corrected rainfall inputs: Development and comparative assessment A. Khatun et al. 10.1016/j.jhydrol.2023.129199
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- VISCOUS: A Variance‐Based Sensitivity Analysis Using Copulas for Efficient Identification of Dominant Hydrological Processes R. Sheikholeslami et al. 10.1029/2020WR028435
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- Technical note: Hydrology modelling R packages – a unified analysis of models and practicalities from a user perspective P. Astagneau et al. 10.5194/hess-25-3937-2021
- Enabling dynamic emulation of high-dimensional model outputs: Demonstration for Mexico City groundwater management J. Tracy et al. 10.1016/j.envsoft.2021.105238
- Evaluating the effect of data-richness and model complexity in the prediction of coastal sediment loading in Solomon Islands N. Hutley et al. 10.1088/1748-9326/abc8ba
- Inundation prediction in tropical wetlands from JULES-CaMa-Flood global land surface simulations T. Marthews et al. 10.5194/hess-26-3151-2022
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Latest update: 12 Nov 2024
Short summary
The diversity in hydrologic models has led to controversy surrounding the “correct” approach to hydrologic modeling. In this paper we revisit key modeling challenges on requirements to (1) define suitable model equations, (2) define adequate model parameters, and (3) cope with limitations in computing power. We outline the historical modeling challenges, summarize modeling advances that address these challenges, and define outstanding research needs.
The diversity in hydrologic models has led to controversy surrounding the “correct” approach...