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Exploring parameter sensitivities of the land surface using a locally coupled land-atmosphere model.
- Published in:
- Journal of Geophysical Research. Atmospheres, 2004, v. 109, n. D21, p. n/a, doi. 10.1029/2004JD004730
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- Article
Multiobjective calibration and sensitivity of a distributed land surface water and energy balance model.
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- Journal of Geophysical Research. Atmospheres, 2001, v. 106, n. D24, p. 33421, doi. 10.1029/2000JD900803
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- Article
Impact of field-calibrated vegetation parameters on GCM climate simulations.
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- Quarterly Journal of the Royal Meteorological Society, 2001, v. 127, n. 574, p. 1199, doi. 10.1002/qj.49712757404
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- Article
Towards Interpretable LSTM-based Modelling of Hydrological Systems.
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- Hydrology & Earth System Sciences Discussions, 2023, p. 1, doi. 10.5194/hess-2023-252
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- Article
A Mass‐Conserving‐Perceptron for Machine‐Learning‐Based Modeling of Geoscientific Systems.
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- Water Resources Research, 2024, v. 60, n. 4, p. 1, doi. 10.1029/2023WR036461
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- Article
On the Requirements for Inferring Aquifer‐Scale T and S in Heterogeneous Confined Aquifers.
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- Water Resources Research, 2023, v. 59, n. 5, p. 1, doi. 10.1029/2023WR034430
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- Article
Toward a Multi-Representational Approach to Prediction and Understanding, in Support of Discovery in Hydrology.
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- Water Resources Research, 2023, v. 59, n. 1, p. 1, doi. 10.1029/2021WR031548
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- Article
Exploring the Potential of Long Short‐Term Memory Networks for Improving Understanding of Continental‐ and Regional‐Scale Snowpack Dynamics.
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- Water Resources Research, 2022, v. 58, n. 3, p. 1, doi. 10.1029/2021WR031033
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- Article
Improved Flood Forecasting in Basins With No Precipitation Stations: Constrained Runoff Correction Using Multiple Satellite Precipitation Products.
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- Water Resources Research, 2021, v. 57, n. 12, p. 1, doi. 10.1029/2021WR029682
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- Article
Understanding the Information Content in the Hierarchy of Model Development Decisions: Learning From Data.
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- Water Resources Research, 2021, v. 57, n. 6, p. 1, doi. 10.1029/2020WR027948
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- Article
What Role Does Hydrological Science Play in the Age of Machine Learning?
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- Water Resources Research, 2021, v. 57, n. 3, p. 1, doi. 10.1029/2020WR028091
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- Article
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.
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- Water Resources Research, 2020, v. 56, n. 11, p. 1, doi. 10.1029/2020WR027102
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- Article
On the Reliability of Variable‐Rate Pumping Test Results: Sensitivity to Information Content of the Recorded Data.
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- Water Resources Research, 2020, v. 56, n. 5, p. 1, doi. 10.1029/2019WR026961
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- Article
Debates—Does Information Theory Provide a New Paradigm for Earth Science?
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- Water Resources Research, 2020, v. 56, n. 2, p. 1, doi. 10.1029/2019WR026398
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- Article
Does Information Theory Provide a New Paradigm for Earth Science? Hypothesis Testing.
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- Water Resources Research, 2020, v. 56, n. 2, p. 1, doi. 10.1029/2019WR024918
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- Article
Formulating an Elasticity Approach to Quantify the Effects of Climate Variability and Ecological Restoration on Sediment Discharge Change in the Loess Plateau, China.
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- Water Resources Research, 2019, v. 55, n. 11, p. 9604, doi. 10.1029/2019WR025840
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- Article
Toward Improved Probabilistic Predictions for Flood Forecasts Generated Using Deterministic Models.
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- Water Resources Research, 2019, v. 55, n. 11, p. 9519, doi. 10.1029/2019WR025477
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- Article
Improved Dynamic System Response Curve Method for Real‐Time Flood Forecast Updating.
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- Water Resources Research, 2019, v. 55, n. 9, p. 7493, doi. 10.1029/2019WR025520
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- Article
Revisiting the Basis of Sensitivity Analysis for Dynamical Earth System Models.
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- Water Resources Research, 2018, v. 54, n. 11, p. 8692, doi. 10.1029/2018WR022668
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- Article
On Lack of Robustness in Hydrological Model Development Due to Absence of Guidelines for Selecting Calibration and Evaluation Data: Demonstration for Data‐Driven Models.
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- Water Resources Research, 2018, v. 54, n. 2, p. 1013, doi. 10.1002/2017WR021470
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- Article
A new framework for comprehensive, robust, and efficient global sensitivity analysis: 2. Application.
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- Water Resources Research, 2016, v. 52, n. 1, p. 440, doi. 10.1002/2015WR017559
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- Article
A new framework for comprehensive, robust, and efficient global sensitivity analysis: 1. Theory.
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- Water Resources Research, 2016, v. 52, n. 1, p. 423, doi. 10.1002/2015WR017558
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- Article
Assessing uncertainties in surface water security: An empirical multimodel approach.
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- Water Resources Research, 2015, v. 51, n. 11, p. 9013, doi. 10.1002/2014WR016691
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- Article
Updating real-time flood forecasts via the dynamic system response curve method.
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- Water Resources Research, 2015, v. 51, n. 7, p. 5128, doi. 10.1002/2015WR017234
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- Article
What do we mean by sensitivity analysis? The need for comprehensive characterization of 'global' sensitivity in Earth and Environmental systems models.
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- Water Resources Research, 2015, v. 51, n. 5, p. 3070, doi. 10.1002/2014WR016527
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- Article
Impacts of rainfall spatial variability on hydrogeological response.
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- Water Resources Research, 2015, v. 51, n. 2, p. 1300, doi. 10.1002/2014WR016168
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- Article
The quantity and quality of information in hydrologic models.
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- Water Resources Research, 2015, v. 51, n. 1, p. 524, doi. 10.1002/2014WR015895
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- Article
A blue/green water-based accounting framework for assessment of water security.
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- Water Resources Research, 2014, v. 50, n. 9, p. 7187, doi. 10.1002/2013WR014274
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- Article
Trends in water balance components across the Brazilian Cerrado.
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- Water Resources Research, 2014, v. 50, n. 9, p. 7100, doi. 10.1002/2013WR015202
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- Article
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.
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- Water Resources Research, 2014, v. 50, n. 6, p. 5351, doi. 10.1002/2013WR015096
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- Article
Estimating information entropy for hydrological data: One-dimensional case.
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- Water Resources Research, 2014, v. 50, n. 6, p. 5003, doi. 10.1002/2014WR015874
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- Article
On strictly enforced mass conservation constraints for modelling the Rainfall‐Runoff process.
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- Hydrological Processes, 2023, v. 37, n. 3, p. 1, doi. 10.1002/hyp.14847
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- Article
Efficient estimation of flood forecast prediction intervals via single- and multi-objective versions of the LUBE method.
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- Hydrological Processes, 2016, v. 30, n. 15, p. 2703, doi. 10.1002/hyp.10799
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- Article
Evaluating the Impacts of a Large-Scale Multi-Reservoir System on Flooding: Case of the Huai River in China.
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- Water Resources Management, 2018, v. 32, n. 3, p. 1013, doi. 10.1007/s11269-017-1852-x
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- Article
On the Calibration of Spatially Distributed Hydrologic Models for Poorly Gauged Basins: Exploiting Information from Streamflow Signatures and Remote Sensing-Based Evapotranspiration Data.
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- Water (20734441), 2022, v. 14, n. 8, p. 1252, doi. 10.3390/w14081252
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- Article
Towards Interpretable LSTM-based Modelling of Hydrological Systems.
- Published in:
- Hydrology & Earth System Sciences Discussions, 2023, p. 1, doi. 10.5194/egusphere-2023-666
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- Publication type:
- Article
Estimating epistemic and aleatory uncertainties during hydrologic modeling: An information theoretic approach.
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- Water Resources Research, 2013, v. 49, n. 4, p. 2253, doi. 10.1002/wrcr.20161
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- Article
An approach to quantifying the efficiency of a Bayesian filter.
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- Water Resources Research, 2013, v. 49, n. 4, p. 2164, doi. 10.1002/wrcr.20177
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- Article
Towards a comprehensive assessment of model structural adequacy.
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- Water Resources Research, 2012, v. 48, n. 8, p. 1, doi. 10.1029/2011WR011044
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- Article
Hydrologic consistency as a basis for assessing complexity of monthly water balance models for the continental United States.
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- Water Resources Research, 2011, v. 47, n. 12, p. W12540, doi. 10.1029/2011WR011229
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- Article
On the ability to infer spatial catchment variability using streamflow hydrographs.
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- Water Resources Research, 2011, v. 47, n. 8, p. n/a, doi. 10.1029/2010WR009873
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- Article
Multicriteria design of rain gauge networks for flash flood prediction in semiarid catchments with complex terrain.
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- Water Resources Research, 2010, v. 46, n. 11, p. n/a, doi. 10.1029/2010WR009145
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- Article
Toward improved identification of hydrological models: A diagnostic evaluation of the ' abcd' monthly water balance model for the conterminous United States.
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- Water Resources Research, 2010, v. 46, n. 8, p. n/a, doi. 10.1029/2009WR008294
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- Article
Improving robustness of hydrologic parameter estimation by the use of moving block bootstrap resampling.
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- Water Resources Research, 2010, v. 46, n. 7, p. n/a, doi. 10.1029/2009WR007981
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- Article
The future of hydrology: An evolving science for a changing world.
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- Water Resources Research, 2010, v. 46, n. 5, p. n/a, doi. 10.1029/2009WR008906
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- Article
On the use of spatial regularization strategies to improve calibration of distributed watershed models.
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- Water Resources Research, 2010, v. 46, n. 1, p. n/a, doi. 10.1029/2009WR008066
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- Article
Framework for Understanding Structural Errors (FUSE): A modular framework to diagnose differences between hydrological models.
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- Water Resources Research, 2008, v. 44, n. 12, p. n/a, doi. 10.1029/2007WR006735
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- Article
A process-based diagnostic approach to model evaluation: Application to the NWS distributed hydrologic model.
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- Water Resources Research, 2008, v. 44, n. 9, p. n/a, doi. 10.1029/2007WR006716
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- Article
Uncertainty in hydrologic modeling: Toward an integrated data assimilation framework.
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- Water Resources Research, 2007, v. 43, n. 7, p. n/a, doi. 10.1029/2006WR005756
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- Article
Evaluating model performance and parameter behavior for varying levels of land surface model complexity.
- Published in:
- Water Resources Research, 2006, v. 42, n. 8, p. n/a, doi. 10.1029/2005WR004440
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- Article