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Title: Optimizing parameter learning and calibration in an integrated hydrological model: Impact of observation length and information

Journal Article · · Journal of Hydrology

Not Available

Sponsoring Organization:
USDOE
OSTI ID:
2439087
Journal Information:
Journal of Hydrology, Journal Name: Journal of Hydrology Journal Issue: C Vol. 643; ISSN 0022-1694
Publisher:
ElsevierCopyright Statement
Country of Publication:
Netherlands
Language:
English

References (37)

The quantity and quality of information in hydrologic models journal January 2015
Integrated surface/subsurface permafrost thermal hydrology: Model formulation and proof-of-concept simulations: INTEGRATED PERMAFROST THERMAL HYDROLOGY journal August 2016
On Lack of Robustness in Hydrological Model Development Due to Absence of Guidelines for Selecting Calibration and Evaluation Data: Demonstration for Data‐Driven Models journal February 2018
Temporal sampling strategies and uncertainty in calibrating a conceptual hydrological model for a small boreal catchment journal September 2009
Quantification of EEG irregularity by use of the entropy of the power spectrum journal September 1991
River flow forecasting through conceptual models part I — A discussion of principles journal April 1970
Automatic calibration of conceptual rainfall-runoff models: sensitivity to calibration data journal June 1996
The global k-means clustering algorithm journal February 2003
Impact of the length of observed records on the performance of ANN and of conceptual parsimonious rainfall-runoff forecasting models journal April 2004
Integrated surface–groundwater flow modeling: A free-surface overland flow boundary condition in a parallel groundwater flow model journal July 2006
Calibration of hydrological models on hydrologically unusual events journal March 2012
Coupling surface flow and subsurface flow in complex soil structures using mimetic finite differences journal October 2020
Effect of data length on rainfall–runoff modelling journal March 2007
DART-PFLOTRAN: An ensemble-based data assimilation system for estimating subsurface flow and transport model parameters journal August 2021
Virtual laboratory for understanding impact of heterogeneity on ecohydrologic processes across scales journal March 2022
Watershed Workflow: A toolset for parameterizing data-intensive, integrated hydrologic models journal November 2022
Sensitivity and uncertainty analysis of the conceptual HBV rainfall–runoff model: Implications for parameter estimation journal August 2010
Runoff conditions in the upper Danube basin under an ensemble of climate change scenarios journal March 2012
Can a regionalized model parameterisation be improved with a limited number of runoff measurements? journal October 2015
Prediction of hydrographs and flow-duration curves in almost ungauged catchments: Which runoff measurements are most informative for model calibration? journal November 2017
Evaluation of distributed process-based hydrologic model performance using only a priori information to define model inputs journal March 2023
Toward improved identifiability of hydrologic model parameters: The information content of experimental data: IMPROVED IDENTIFIABILITY OF HYDROLOGIC MODEL PARAMETERS journal December 2002
Dynamic averaging of rainfall‐runoff model simulations from complementary model parameterizations journal July 2006
Using Information Flow for Whole System Understanding From Component Dynamics journal November 2019
Debates: Does Information Theory Provide a New Paradigm for Earth Science? Sharper Predictions Using Occam's Digital Razor journal February 2020
A Multicomponent Reactive Transport Model for Integrated Surface‐Subsurface Hydrology Problems journal August 2022
Using Mutual Information for Global Sensitivity Analysis on Watershed Modeling journal October 2022
Modeling the Effects of Artificial Drainage on Agriculture‐Dominated Watersheds Using a Fully Distributed Integrated Hydrology Model journal May 2024
Automatic calibration of conceptual rainfall-runoff models: The question of parameter observability and uniqueness journal February 1983
Gridded daily weather data for North America with comprehensive uncertainty quantification journal July 2021
Spectral entropy: A complementary index for rolling element bearing performance degradation assessment journal December 2008
Impact of limited streamflow data on the efficiency and the parameters of rainfall—runoff models journal February 2007
Gauging the ungauged basin: how many discharge measurements are needed? journal June 2009
The evolution of process-based hydrologic models: historical challenges and the collective quest for physical realism journal January 2017
Identifying rainfall-runoff events in discharge time series: a data-driven method based on information theory journal February 2019
Technical note: “Bit by bit”: a practical and general approach for evaluating model computational complexity vs. model performance journal March 2021
Knowledge-informed deep learning for hydrological model calibration: an application to Coal Creek Watershed in Colorado journal July 2023