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Hydrologic modeling in dynamic catchments: A data assimilation approach

https://doi.org/10.1002/2015wr017192

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What this work says

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Preface

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One-dimensional soil moisture profile retrieval by assimilation of near-surface observations: a comparison of retrieval algorithms

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Parameter estimation in distributed hydrological catchment modelling using automatic calibration with multiple objectives

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Particle filtering and ensemble Kalman filtering for state updating with hydrological conceptual rainfall‐runoff models

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Modeling the catchment via mixtures: Issues of model specification and validation

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Performance of conceptual rainfall‐runoff models in low‐yielding ephemeral catchments

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Evaluation of Maximum Likelihood Parameter estimation techniques for conceptual rainfall‐runoff models: Influence of calibration data variability and length on model credibility

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Land-cover impacts on streamflow: a change-detection modelling approach that incorporates parameter uncertainty

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Hydrology under change: an evaluation protocol to investigate how hydrological models deal with changing catchments

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The unscented Kalman filter for nonlinear estimation

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An adaptive covariance inflation error correction algorithm for ensemble filters

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Non-Parametric Estimation of a Multivariate Probability Density

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Data Assimilation Using an Ensemble Kalman Filter Technique

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Analysis Scheme in the Ensemble Kalman Filter

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Ensemble-Based Simultaneous State and Parameter Estimation in a Two-Dimensional Sea-Breeze Model

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Bias and data assimilation

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The PDM rainfall-runoff model

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Calibration of hydrological model parameters for ungauged catchments

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Comparison of different multi-objective calibration criteria using a conceptual rainfall-runoff model of flood events

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Calibration of hydrological models using flow-duration curves

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Advancing data assimilation in operational hydrologic forecasting: progresses, challenges, and emerging opportunities

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An approach to identify time consistent model parameters: sub-period calibration

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Incoming claims: where this work appears in other papers’ reference lists and arguments.

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SWAT_DA: Sequential Multivariate Data Assimilation‐Oriented Modification of SWAT

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Impacts of Uncontrolled Operator Splitting Methods on Parameter Identification, Prediction Uncertainty, and Subsurface Flux Representation in Conceptual Hydrological Models

inferred← citeshttps://doi.org/10.1029/2022wr033318openalex-snapshot

A Novel Physics‐Aware Machine Learning‐Based Dynamic Error Correction Model for Improving Streamflow Forecast Accuracy

inferred← citeshttps://doi.org/10.1029/2023ms003821openalex-snapshot

An Efficient and Robust Estimation of Spatio‐Temporally Distributed Parameters in Dynamic Models by an Ensemble Kalman Filter

inferred← citeshttps://doi.org/10.1029/2023wr036080openalex-snapshot

Assimilation of Sentinel‐Based Leaf Area Index for Modeling Surface‐Ground Water Interactions in Irrigation Districts

inferred← citeshttps://doi.org/10.1029/2023wr036595openalex-snapshot

Data Assimilation Informed Model Structure Improvement (DAISI) for Robust Prediction Under Climate Change: Application to 201 Catchments in Southeastern Australia

inferred← citeshttps://doi.org/10.1029/2024wr037155openalex-snapshot

Multi‐Satellite Data Assimilation for Large‐Scale Hydrological‐Hydrodynamic Prediction: Proof of Concept in the Amazon Basin

inferred← citeshttps://doi.org/10.1029/2024wr038783openalex-snapshot

Enhancing Hydrological Model Performance Through Clustering of Dynamic Catchment Characteristics and Parameter Discretization

inferred← citeshttps://doi.org/10.1029/2026wr043508openalex-snapshot

Process‐Based Model Parameters for Post‐Fire Snow Hydrology: Looking Beyond Snow Albedo and Vegetation

inferred← citeshttps://doi.org/10.1061/(asce)be.1943-5592.0001473openalex-snapshot

Integrated Framework for Quantifying the Effect of Climate Change on the Risk of Bridge Failure Due to Floods and Flood-Induced Scour

inferred← citeshttps://doi.org/10.1061/(asce)he.1943-5584.0002220openalex-snapshot

Simulating Runoff and Actual Evapotranspiration via Time-Variant Parameter Method: The Effects of Hydrological Model Structures

inferred← citeshttps://doi.org/10.1061/jenmdt.emeng-7783openalex-snapshot

An Efficient Bayesian Updating Method and Its Application in the Structural Analysis of Underground Tunnels

inferred← citeshttps://doi.org/10.1080/02626667.2022.2115913openalex-snapshot

Identifying potential systemic changes in a regulated river: a diagnostic methodology based on whiteness property of innovation sequences

inferred← citeshttps://doi.org/10.12677/jwrr.2019.81005openalex-snapshot

Water Balance Analysis in the Uncontrolled Area of Dongting Lake Basin

inferred← citeshttps://doi.org/10.1371/journal.pone.0255684openalex-snapshot

The water supply association analysis method in Shenzhen based on kmeans clustering discretization and apriori algorithm

inferred← citeshttps://doi.org/10.15760/etd.3283openalex-snapshot

From Drought Monitoring to Forecasting: a Combined Dynamical-Statistical Modeling Framework

inferred← citeshttps://doi.org/10.15760/etd.6535openalex-snapshot

Ensemble Data Assimilation for Flood Forecasting in Operational Settings: From Noah-MP to WRF-Hydro and the National Water Model

inferred← citeshttps://doi.org/10.18306/dlkxjz.2018.01.005openalex-snapshot

水文学研究进展与展望

inferred← citeshttps://doi.org/10.2139/ssrn.5394767openalex-snapshot

Application of Model Parameter Regionalization in Runoff Simulation in the Manas River Basin

inferred← citeshttps://doi.org/10.2166/nh.2019.047openalex-snapshot

Exploration on hydrological model calibration by considering the hydro-meteorological variability

inferred← citeshttps://doi.org/10.2166/nh.2021.272openalex-snapshot

Research and application of parameter estimation method in hydrological model based on dual ensemble Kalman filter

inferred← citeshttps://doi.org/10.2166/ws.2023.055openalex-snapshot

Assimilation versus optimization for SWAT calibration: accuracy, uncertainty, and computational burden analysis

inferred← citeshttps://doi.org/10.2478/johh-2020-0006openalex-snapshot

Response of the parameters of excess infiltration and excess storage model to land use cover change

inferred← citeshttps://doi.org/10.3389/fmars.2022.1012041openalex-snapshot

Improving multi-decadal coastal shoreline change predictions by including model parameter non-stationarity

inferred← citeshttps://doi.org/10.3389/frwa.2021.729592openalex-snapshot

Assimilation of Cosmogenic Neutron Counts for Improved Soil Moisture Prediction in a Distributed Land Surface Model

inferred← citeshttps://doi.org/10.3390/hydrology12120323openalex-snapshot

Data Assimilation in Hydrological Models: Methods, Challenges and Emerging Trends

inferred← citeshttps://doi.org/10.3390/hydrology4010013openalex-snapshot

Evaluating Global Reanalysis Datasets as Input for Hydrological Modelling in the Sudano-Sahel Region

inferred← citeshttps://doi.org/10.3390/rs14174411openalex-snapshot

Quantitative Assessment of Impact of Climate Change and Human Activities on Streamflow Changes Using an Improved Three-Parameter Monthly Water Balance Model

inferred← citeshttps://doi.org/10.3390/w11081615openalex-snapshot

The Role of Satellite-Based Remote Sensing in Improving Simulated Streamflow: A Review

inferred← citeshttps://doi.org/10.3390/w11102029openalex-snapshot

Improving Parameter Transferability of GR4J Model under Changing Environments Considering Nonstationarity

inferred← citeshttps://doi.org/10.3390/w16060896openalex-snapshot

Identification of Time-Varying Conceptual Hydrological Model Parameters with Differentiable Parameter Learning

inferred← citeshttps://doi.org/10.3808/jei.202100463openalex-snapshot

Characterizing Impact Factors on the Performance of Data Assimilation for Hydroclimatic Predictions through Multilevel Factorial Analysis

inferred← citeshttps://doi.org/10.5194/hess-2019-301openalex-snapshot

Dynamics of hydrological model parameters: calibration and reliability

inferred← citeshttps://doi.org/10.5194/hess-22-2903-2018openalex-snapshot

Time-varying parameter models for catchments with land use change: the importance of model structure

inferred← citeshttps://doi.org/10.5194/hess-24-1347-2020openalex-snapshot

Dynamics of hydrological-model parameters: mechanisms, problems and solutions

inferred← citeshttps://doi.org/10.5194/hess-24-5859-2020openalex-snapshot

A framework for seasonal variations of hydrological model parameters: impact on model results and response to dynamic catchment characteristics

inferred← citeshttps://doi.org/10.5194/hess-25-711-2021openalex-snapshot

A time-varying parameter estimation approach using split-sample calibration based on dynamic programming

inferred← citeshttps://doi.org/10.5194/hess-29-903-2025openalex-snapshot

Exploring the potential processes controlling changes in precipitation–runoff relationships in non-stationary environments

inferred← citeshttps://doi.org/10.9753/icce.v36v.sediment.12openalex-snapshot

ENHANCED SHORELINE MODELLING USING DATA ASSIMILATION TO INCLUDE NON-STATIONARITY IN WAVE CLIMATES

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