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Rainfall uncertainty in hydrological modelling: An evaluation of multiplicative error models
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What this work says
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RAINGAGE NETWORK DESIGN USING NEXRAD PRECIPITATION ESTIMATES1
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Incoming claims: where this work appears in other papers’ reference lists and arguments.
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Spatiotemporal patterns of precipitation inferred from streamflow observations across the Sierra Nevada mountain range
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Constraining the ensemble Kalman filter for improved streamflow forecasting
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Using multiple satellite-gauge merged precipitation products ensemble for hydrologic uncertainty analysis over the Huaihe River basin
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Uncertainty in simulation of land-use change impacts on catchment runoff with multi-timescales based on the comparison of the HSPF and SWAT models
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Joint treatment of point measurement, sampling and neighborhood uncertainty in space-time rainfall mapping
inferred← citeshttps://doi.org/10.1016/j.jhydrol.2020.125114openalex-snapshot
Activation soil moisture accounting (ASMA) for runoff estimation using soil conservation service curve number (SCS-CN) method
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Uncertainty propagation in coupled hydrological models using winding stairs and null-space Monte Carlo methods
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Impact of sampling of GPM orbital data on streamflow simulations
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Selecting hydrological models for developing countries: Perspective of global, continental, and country scale models over catchment scale models
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Multi-model integrated error correction for streamflow simulation based on Bayesian model averaging and dynamic system response curve
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Improved runoff forecasting performance through error predictions using a deep-learning approach
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State updating in a distributed hydrological model by ensemble Kalman filtering with error estimation
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Development of the consider cubature Kalman filter for state estimation of hydrological models with parameter uncertainty
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State updating in Xin’anjiang model by Asynchronous Ensemble Kalman filtering with enhanced error models
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Application of weather post-processing methods for operational ensemble hydrological forecasting on multiple catchments in Canada
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Spatial multiple variables and single variable updating via hydrologic system differential response method in real-time flood forecasting
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Uncertainty in estimating the relative change of design floods under climate change: a stylized experiment with process-based, deep learning, and hybrid models
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Disentangling precipitation forcing and parameter uncertainty in a multi-objective surface–subsurface hydrologic modeling framework
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A data-parsimonious workflow for rapid pluvial flood modelling in data-scarce cities: Benchmarking a 2D weighted cellular automata model against a physically-based coupled 1D-2D model
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A multiplier-based method of generating stochastic areal rainfall from point rainfalls
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Effect of monthly areal rainfall uncertainty on streamflow simulation
inferred← citeshttps://doi.org/10.1029/2011wr010643openalex-snapshot
Toward a reliable decomposition of predictive uncertainty in hydrological modeling: Characterizing rainfall errors using conditional simulation
inferred← citeshttps://doi.org/10.1029/2011wr011412openalex-snapshot
A blueprint for process‐based modeling of uncertain hydrological systems
inferred← citeshttps://doi.org/10.1029/2011wr011721openalex-snapshot
Crash testing hydrological models in contrasted climate conditions: An experiment on 216 Australian catchments
inferred← citeshttps://doi.org/10.1029/2011wr011773openalex-snapshot
Bayesian inference of uncertainties in precipitation‐streamflow modeling in a snow affected catchment
inferred← citeshttps://doi.org/10.1029/2020wr027468openalex-snapshot
Improving Forecast Skill of Lowland Hydrological Models Using Ensemble Kalman Filter and Unscented Kalman Filter
inferred← citeshttps://doi.org/10.1029/2022wr032484openalex-snapshot
Hydrological Model Adaptability to Rainfall Inputs of Varied Quality
inferred← citeshttps://doi.org/10.1029/2022wr033580openalex-snapshot
Improving the Forecast Performance of Hydrological Models Using the Cubature Kalman Filter and Unscented Kalman Filter
inferred← citeshttps://doi.org/10.1029/2022wr033635openalex-snapshot
Improving Treatment of Noise Specification of Kalman Filtering for State Updating of Hydrological Models: Combining the Strengths of the Interacting Multiple Model Method and Cubature Kalman Filter
inferred← citeshttps://doi.org/10.1029/2022wr034263openalex-snapshot
Observational Uncertainty for Global Drought‐Pluvial Volatility
inferred← citeshttps://doi.org/10.1038/s41597-023-01975-wopenalex-snapshot
Caravan - A global community dataset for large-sample hydrology
inferred← citeshttps://doi.org/10.1038/s41598-022-08417-4openalex-snapshot
Uncertainty quantification of granular computing-neural network model for prediction of pollutant longitudinal dispersion coefficient in aquatic streams
inferred← citeshttps://doi.org/10.1061/(asce)he.1943-5584.0000926openalex-snapshot
Estimating the Uncertainty of Hydrological Predictions through Data-Driven Resampling Techniques
inferred← citeshttps://doi.org/10.1061/(asce)he.1943-5584.0002048openalex-snapshot
Comparison of Likelihood-Free Inference Approach and a Formal Bayesian Method in Parameter Uncertainty Assessment: Case Study with a Single-Event Rainfall–Runoff Model
inferred← citeshttps://doi.org/10.1061/(asce)he.1943-5584.0002168openalex-snapshot
Application of Regularized Dynamic System Response Curve for Runoff Correction Based on HBV Model: Case Study of Shiquan Catchment, China
inferred← citeshttps://doi.org/10.1061/(asce)he.1943-5584.0002236openalex-snapshot
Probabilistic Conditioning and Recalibration of an Event-Based Flood Forecasting Model Using Real-Time Streamflow Observations
inferred← citeshttps://doi.org/10.1061/(asce)hy.1943-7900.0001062openalex-snapshot
How Reliable Are ANN, ANFIS, and SVM Techniques for Predicting Longitudinal Dispersion Coefficient in Natural Rivers?
inferred← citeshttps://doi.org/10.1061/(asce)wr.1943-5452.0000412openalex-snapshot
Application of Formal and Informal Bayesian Methods for Water Distribution Hydraulic Model Calibration
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Analysing the Performance of Various Radar-Rain Gauge Merging Methods for Modelling the Hydrologic Response of Upper Thames River Basin, Canada
inferred← citeshttps://doi.org/10.1061/ajrua6.rueng-1467openalex-snapshot
Interval Fields for Geotechnical Engineering Uncertainty Analysis under Limited Data
inferred← citeshttps://doi.org/10.1061/jhyeff.heeng-5699openalex-snapshot
Bias Correction of Satellite Precipitation Products for Hydrologic Modeling in Western Ghats Region, India
inferred← citeshttps://doi.org/10.1061/jhyeff.heeng-6837openalex-snapshot
Bayesian Hierarchical Pooling to Reduce Uncertainty in Projected Change of Design Floods
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Identifying and analysing uncertainty structures in the TRMM microwave imager precipitation product over tropical ocean basins
inferred← citeshttps://doi.org/10.1080/02626667.2013.803183openalex-snapshot
A decade of Predictions in Ungauged Basins (PUB)—a review
inferred← citeshttps://doi.org/10.1080/02626667.2016.1183775openalex-snapshot
Event and model dependent rainfall adjustments to improve discharge predictions
inferred← citeshttps://doi.org/10.1080/02626667.2016.1247211openalex-snapshot
Influence of spatial distribution of sensors and observation accuracy on the assimilation of distributed streamflow data in hydrological modelling
inferred← citeshttps://doi.org/10.1080/02626667.2018.1525616openalex-snapshot
A probabilistic framework to evaluate the uncertainty of design hydrograph: case study of Swannanoa River watershed
inferred← citeshttps://doi.org/10.1080/02626667.2020.1729984openalex-snapshot
Improving flood forecasting using an input correction method in urban models in poorly gauged areas
inferred← citeshttps://doi.org/10.1080/02626667.2022.2104646openalex-snapshot
Advancing traditional strategies for testing hydrological model fitness in a changing climate
inferred← citeshttps://doi.org/10.1080/02626667.2023.2172335openalex-snapshot
Quality assessment of hydrometeorological observational data and their influence on hydrological model results in Alpine catchments
inferred← citeshttps://doi.org/10.1080/02626667.2023.2234893openalex-snapshot
Impact of suspicious streamflow data on the efficiency and parameter estimates of rainfall–runoff models
inferred← citeshttps://doi.org/10.1080/02626667.2023.2271456openalex-snapshot
Assessment of the structural uncertainty of hydrological models and its impact on flood inundation mapping
inferred← citeshttps://doi.org/10.1080/02626667.2024.2332616openalex-snapshot
A brief history of information and disinformation in hydrological data and the impact on the evaluation of hydrological models
inferred← citeshttps://doi.org/10.1080/02626667.2025.2570849openalex-snapshot
Estimating multi-source input uncertainties and their propagation for integrated water quantity and quality simulations
inferred← citeshttps://doi.org/10.1080/07011784.2015.1064786openalex-snapshot
A review of gauge–radar merging methods for quantitative precipitation estimation in hydrology
inferred← citeshttps://doi.org/10.1080/07011784.2020.1854119openalex-snapshot
Application of weather Radar for operational hydrology in Canada – a review
inferred← citeshttps://doi.org/10.1080/10106049.2022.2090617openalex-snapshot
Flood vulnerability assessment of the Upper Jhelum Basin using HEC-HMS model
inferred← citeshttps://doi.org/10.1080/1573062x.2020.1760319openalex-snapshot
Clustering approach to urban rainfall time series prediction with support vector regression model
inferred← citeshttps://doi.org/10.1080/28375807.2025.2577427openalex-snapshot
Framework for data-driven modelling in an imbalanced data distribution scenario: towards semi-automated data correction for classical and low-cost precipitation sensor data
inferred← citeshttps://doi.org/10.1088/1748-9326/abd6a6openalex-snapshot
On the occurrence of the worst drought in South Asia in the observed and future climate
inferred← citeshttps://doi.org/10.1109/jstars.2021.3076197openalex-snapshot
Modeling and Evaluating Systematic and Random Errors in Multiscale GPM IMERG Summer Precipitation Estimates Over the Sichuan Basin
inferred← citeshttps://doi.org/10.1111/1752-1688.12401openalex-snapshot
Applications of Explicitly Incorporated/Post‐Processing Measurement Uncertainty in Watershed Modeling
inferred← citeshttps://doi.org/10.1111/1752-1688.12625openalex-snapshot
Evaluation of Gauge‐Radar Merging Methods Using a Semi‐Distributed Hydrological Model in the Upper Thames River Basin, Canada
inferred← citeshttps://doi.org/10.1111/1752-1688.13143openalex-snapshot
The Office of Water Prediction's Analysis of Record for Calibration, version 1.1: Dataset description and precipitation evaluation
inferred← citeshttps://doi.org/10.1111/1752-1688.70113openalex-snapshot
Evaluation of Flood Forecasting Input Uncertainties in Transitional Inland‐Coastal Low‐Gradient Rivers
inferred← citeshttps://doi.org/10.1111/jawr.12143openalex-snapshot
Use of Hydrologic Landscape Classification to Diagnose Streamflow Predictability in Oregon
inferred← citeshttps://doi.org/10.1111/jfr3.12846openalex-snapshot
Hydrological model preselection with a filter sequence for the national flood forecasting system in Kenya
inferred← citeshttps://doi.org/10.1139/cjce-2015-0413openalex-snapshot
Uncertainty analysis of a spatially-distributed hydrological model with rainfall multipliers
inferred← citeshttps://doi.org/10.11606/d.18.2013.tde-03102013-111621openalex-snapshot
Ponderação bayesiana de modelos utilizando diferentes séries de precipitação aplicada à simulação chuva-vazão na Bacia do Ribeirão da Onça
inferred← citeshttps://doi.org/10.11606/t.18.2019.tde-29062020-175420openalex-snapshot
Improving flood forecasting using real-time data to update urban models in poorly gauged areas
inferred← citeshttps://doi.org/10.1175/bams-d-24-0007.1openalex-snapshot
Uncertainty Hotspots in Global Hydrologic Modeling: The Impact of Precipitation and Temperature Forcings
inferred← citeshttps://doi.org/10.1175/jhm-d-12-0121.1openalex-snapshot
Ensemble Representation of Uncertainty in Lagrangian Satellite Rainfall Estimates
inferred← citeshttps://doi.org/10.1175/jhm-d-15-0236.1openalex-snapshot
Evaluation of Uncertainties in Input Data and Parameters of a Hydrological Model Using a Bayesian Framework: A Case Study of a Snowmelt–Precipitation-Driven Watershed
inferred← citeshttps://doi.org/10.1175/jhm-d-20-0267.1openalex-snapshot
Use of Radar Quantitative Precipitation Estimates (QPEs) for Improved Hydrological Model Calibration and Flood Forecasting
inferred← citeshttps://doi.org/10.1175/jhm-d-21-0176.1openalex-snapshot
Ensemble Dressing of Meteorological Fields: Using Spatial Regression to Estimate Uncertainty in Deterministic Gridded Meteorological Datasets
inferred← citeshttps://doi.org/10.1175/jhm-d-22-0196.1openalex-snapshot
Deriving Gridded Hourly Rainfall on O‘ahu by Combining Gauge and Radar Rainfall
inferred← citeshttps://doi.org/10.1175/jhm-d-23-0123.1openalex-snapshot
Geostatistical Simulation of Daily Rainfall Fields—Performance Assessment for Extremes in West Africa
inferred← citeshttps://doi.org/10.14191/atmos.2015.25.3.511openalex-snapshot
Uncertainty Analysis of Quantitative Radar Rainfall Estimation Using the Maximum Entropy
inferred← citeshttps://doi.org/10.1525/elementa.431openalex-snapshot
Cumulative Effects of Uncertainty on Simulated Streamflow in a Hydrologic Modeling Environment
inferred← citeshttps://doi.org/10.17762/ijritcc2321-8169.150121openalex-snapshot
Advanced of Mathematics-Statistics Methods to Radar Calibration for Rainfall Estimation; A Review
inferred← citeshttps://doi.org/10.18174/545460openalex-snapshot
Temporal uncertainty propagation analysis : A contribution towards sustainable urban water management
inferred← citeshttps://doi.org/10.20868/upm.thesis.8820openalex-snapshot
Estimación de la distribución espacial de la precipitación en zonas montañosas mediante métodos geoestadísticos
inferred← citeshttps://doi.org/10.21203/rs.3.rs-9633489/v1openalex-snapshot
Continental-scale decomposition of hydrologic model uncertainty across 2,869 North American watersheds
inferred← citeshttps://doi.org/10.2139/ssrn.6297136openalex-snapshot
A Diagnostic Investigation of the Uncertainty Cascade: How MeteorologicalForcing Shapes Hydrologic Model Performance, Parameterization,and Sensitivity
inferred← citeshttps://doi.org/10.2166/hydro.2020.190openalex-snapshot
Do direct and inverse uncertainty assessment methods present the same results?
inferred← citeshttps://doi.org/10.2166/nh.2017.272openalex-snapshot
Quantifying multi-source uncertainties in multi-model predictions using the Bayesian model averaging scheme
inferred← citeshttps://doi.org/10.2166/nh.2023.192openalex-snapshot
Estimation of possible extreme droughts for a dam catchment in Korea using a regional-scale weather model and long short-term memory network
inferred← citeshttps://doi.org/10.2166/nh.2023.221openalex-snapshot
A review on sources of uncertainties for groundwater recharge estimates: insight into data scarce tropical, arid, and semiarid regions
inferred← citeshttps://doi.org/10.2166/wcc.2024.611openalex-snapshot
Performance of CHIRPS for estimating precipitation extremes in the Wala Basin, Jordan
inferred← citeshttps://doi.org/10.2166/wcc.2025.820openalex-snapshot
Impacts of land use and climate changes on hydrological responses in a Peruvian Andean watershed
inferred← citeshttps://doi.org/10.22230/jwsm.2023v6n1a47openalex-snapshot
Hydrological Modelling to Inform Forest Management: Moving Beyond Equivalent Clearcut Area
inferred← citeshttps://doi.org/10.26021/1797openalex-snapshot
Flood modelling and predicting the effects of land use change on the flood hydrology of mountainous catchments in New Zealand using TopNet
inferred← citeshttps://doi.org/10.31223/x50s70openalex-snapshot
Caravan - A global community dataset for large-sample hydrology
inferred← citeshttps://doi.org/10.31577/ahs-2023-0024.02.0027openalex-snapshot
Case study: Assessment of radar-based and ground precipitation data during the flood situation in May 2021 in the Upper Hron River basin in Slovakia
inferred← citeshttps://doi.org/10.33422/3rd.worldcet.2022.06.10openalex-snapshot
Controversial Application of SWAT Model to Kurau River Basin, Malaysia
inferred← citeshttps://doi.org/10.3389/frsen.2026.1863721openalex-snapshot
Assessing temporal sampling uncertainty in hydrological modelling using multi-sensor observations from GPM and TROPICS
inferred← citeshttps://doi.org/10.3390/agriculture11010033openalex-snapshot
Quantifying Uncertainty in Food Security Modeling
inferred← citeshttps://doi.org/10.3390/app10217928openalex-snapshot
Novel Application of Uncertainty Analysis Methods for Quantitative Precipitation Estimation Based on Weather Radars in the Korean Peninsula
inferred← citeshttps://doi.org/10.3390/atmos16070835openalex-snapshot
Review of Utilisation Methods of Multi-Source Precipitation Products for Flood Forecasting in Areas with Insufficient Rainfall Gauges
inferred← citeshttps://doi.org/10.3390/atmos9020071openalex-snapshot
Analysis of the Influence of Rainfall Spatial Uncertainty on Hydrological Simulations Using the Bootstrap Method
inferred← citeshttps://doi.org/10.3390/hydrology6020032openalex-snapshot
Can a Calibration-Free Dynamic Rainfall‒Runoff Model Predict FDCs in Data-Scarce Regions? Comparing the IDW Model with the Dynamic Budyko Model in South India
inferred← citeshttps://doi.org/10.3390/hydrology8040154openalex-snapshot
Validation of Three Daily Satellite Rainfall Products in a Humid Tropic Watershed, Brantas, Indonesia: Implications to Land Characteristics and Hydrological Modelling
inferred← citeshttps://doi.org/10.3390/hydrology9030051openalex-snapshot
Quantification of Precipitation and Evapotranspiration Uncertainty in Rainfall-Runoff Modeling
inferred← citeshttps://doi.org/10.3390/meteorology4040028openalex-snapshot
LUME 2D: A Linear Upslope Model for Orographic and Convective Rainfall Simulation
inferred← citeshttps://doi.org/10.3390/rs10121876openalex-snapshot
Evaluating the Temporal Dynamics of Uncertainty Contribution from Satellite Precipitation Input in Rainfall-Runoff Modeling Using the Variance Decomposition Method
inferred← citeshttps://doi.org/10.3390/rs11111375openalex-snapshot
An Automated Python Language-Based Tool for Creating Absence Samples in Groundwater Potential Mapping
inferred← citeshttps://doi.org/10.3390/rs12111858openalex-snapshot
Evaluation of Grid-Based Rainfall Products and Water Balances over the Mekong River Basin
inferred← citeshttps://doi.org/10.3390/rs14163860openalex-snapshot
Evaluation of Gridded Precipitation Data for Hydrologic Modeling in North-Central Texas
inferred← citeshttps://doi.org/10.3390/su16093736openalex-snapshot
Application of Radar-Based Precipitation Data Improves the Effectiveness of Urban Inundation Forecasting
inferred← citeshttps://doi.org/10.3390/w10040499openalex-snapshot
Uncertainty of Rainfall Products: Impact on Modelling Household Nutrition from Rain-Fed Agriculture in Southern Africa
inferred← citeshttps://doi.org/10.3390/w10101444openalex-snapshot
Evaluation of the Structure of Urban Stormwater Pipe Network Using Drainage Density
inferred← citeshttps://doi.org/10.3390/w11102138openalex-snapshot
Correcting Satellite Precipitation Data and Assimilating Satellite-Derived Soil Moisture Data to Generate Ensemble Hydrological Forecasts within the HBV Rainfall-Runoff Model
inferred← citeshttps://doi.org/10.3390/w12051494openalex-snapshot
Evaluation of Radar-Gauge Merging Techniques to Be Used in Operational Flood Forecasting in Urban Watersheds
inferred← citeshttps://doi.org/10.3390/w14142218openalex-snapshot
Orographic Precipitation Extremes: An Application of LUME (Linear Upslope Model Extension) over the Alps and Apennines in Italy
inferred← citeshttps://doi.org/10.3390/w14162472openalex-snapshot
Analysis of the IMERG-GPM Precipitation Product Analysis in Brazilian Midwestern Basins Considering Different Time and Spatial Scales
inferred← citeshttps://doi.org/10.3390/w18020195openalex-snapshot
Analyzing the Impact of High-Frequency Noise on Hydrological Runoff Modeling: A Frequency-Based Framework for Data Uncertainty Assessment
inferred← citeshttps://doi.org/10.3390/w8110524openalex-snapshot
Uncertainty Analysis in Data-Scarce Urban Catchments
inferred← citeshttps://doi.org/10.35940/ijaent.f4214.12101223openalex-snapshot
Spatial Variability of Rainfall and Classification of Peninsular Indian Catchments
inferred← citeshttps://doi.org/10.36334/modsim.2015.l7.kimopenalex-snapshot
Time-series model calibrations – influence and estimation of different error types
inferred← citeshttps://doi.org/10.36659/dae.2022.013openalex-snapshot
Abordagem fuzzy para caracterização de incertezas estruturais e quantificação de riscos hidrológicos: estudo de caso do reservatório Orós no semiárido brasileiro
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