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On the Accurate Estimation of Information-Theoretic Quantities from Multi-Dimensional Sample Data.
- Published in:
- Entropy, 2024, v. 26, n. 5, p. 387, doi. 10.3390/e26050387
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- Article
Virtual Hydrological Laboratories: Developing the Next Generation of Conceptual Models to Support Decision Making Under Change.
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- Water Resources Research, 2024, v. 60, n. 4, p. 1, doi. 10.1029/2022WR034234
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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
Toward interpretable LSTM-based modeling of hydrological systems.
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- Hydrology & Earth System Sciences, 2024, v. 28, n. 4, p. 945, doi. 10.5194/hess-28-945-2024
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- Article
Development of Groundwater Levels Dataset for Chile since 1970.
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- Scientific Data, 2024, v. 11, n. 1, p. 1, doi. 10.1038/s41597-023-02895-5
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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
Toward Improved Real‐Time Rainfall Intensity Estimation Using Video Surveillance Cameras.
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- Water Resources Research, 2023, v. 59, n. 8, p. 1, doi. 10.1029/2023WR034831
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- Article
In Defense of Metrics: Metrics Sufficiently Encode Typical Human Preferences Regarding Hydrological Model Performance.
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- Water Resources Research, 2023, v. 59, n. 6, p. 1, doi. 10.1029/2022WR033918
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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
Towards Interpretable LSTM-based Modelling of Hydrological Systems.
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- Hydrology & Earth System Sciences Discussions, 2023, p. 1, doi. 10.5194/egusphere-2023-666
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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
A Robust Strategy to Account for Data Sampling Variability in the Development of Hydrological Models.
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- Water Resources Research, 2023, v. 59, n. 3, p. 1, doi. 10.1029/2022WR033703
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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
Deep learning rainfall–runoff predictions of extreme events.
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- Hydrology & Earth System Sciences, 2022, v. 26, n. 13, p. 3377, doi. 10.5194/hess-26-3377-2022
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- Article
Predicting wildfire induced changes to runoff: A review and synthesis of modeling approaches.
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- WIRES Water, 2022, v. 9, n. 5, p. 1, doi. 10.1002/wat2.1599
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- Article
The delusive accuracy of global irrigation water withdrawal estimates.
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- Nature Communications, 2022, v. 13, n. 1, p. 1, doi. 10.1038/s41467-022-30731-8
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- Article
Achieving Robust and Transferable Performance for Conservation‐Based Models of Dynamical Physical Systems.
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- Water Resources Research, 2022, v. 58, n. 5, p. 1, doi. 10.1029/2021WR031818
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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
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
Evaluation of NOAA National Water Model Parameter Calibration in Semiarid Environments Prone to Channel Infiltration.
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- Journal of Hydrometeorology, 2021, v. 22, n. 11, p. 2939, doi. 10.1175/JHM-D-20-0198.1
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- Article
Deep learning rainfall-runoff predictions of extreme events.
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- Hydrology & Earth System Sciences Discussions, 2021, p. 1, doi. 10.5194/hess-2021-423
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- Article
Can Deep Learning Extract Useful Information about Energy Dissipation and Effective Hydraulic Conductivity from Gridded Conductivity Fields?
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- Water (20734441), 2021, v. 13, n. 12, p. 1668, doi. 10.3390/w13121668
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- Article
Computing Accurate Probabilistic Estimates of One-D Entropy from Equiprobable Random Samples.
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- Entropy, 2021, v. 23, n. 6, p. 740, doi. 10.3390/e23060740
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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
The timing and magnitude of changes to Hortonian overland flow at the watershed scale during the post‐fire recovery process.
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- Hydrological Processes, 2021, v. 35, n. 5, p. 1, doi. 10.1002/hyp.14208
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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
Advancing Precipitation Estimation, Prediction, and Impact Studies.
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- Bulletin of the American Meteorological Society, 2020, v. 101, n. 9, p. 79, doi. 10.1175/BAMS-D-20-0014.1
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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
On the Robustness of Conceptual Rainfall-Runoff Models to Calibration and Evaluation Data Set Splits Selection: A Large Sample Investigation.
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- Water Resources Research, 2020, v. 56, n. 3, p. 1, doi. 10.1029/2019WR026752
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- Article
A universal multifractal approach to assessment of spatiotemporal extreme precipitation over the Loess Plateau of China.
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- Hydrology & Earth System Sciences, 2020, v. 24, n. 2, p. 809, doi. 10.5194/hess-24-809-2020
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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
Assessing water security in the São Paulo metropolitan region under projected climate change.
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- Hydrology & Earth System Sciences, 2019, v. 23, n. 12, p. 4955, doi. 10.5194/hess-23-4955-2019
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- Article
Robust Predictive Design of Field Measurements for Evapotranspiration Barriers Using Universal Multiple linear Regression.
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- Water Resources Research, 2019, v. 55, n. 11, p. 8478, doi. 10.1029/2019WR026194
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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
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
A topographic index explaining hydrological similarity by accounting for the joint controls of runoff formation.
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- Hydrology & Earth System Sciences, 2019, v. 23, n. 9, p. 3807, doi. 10.5194/hess-23-3807-2019
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- Article
Parameter Sensitivity Analysis for Computationally Intensive Spatially Distributed Dynamical Environmental Systems Models.
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- Journal of Advances in Modeling Earth Systems, 2019, v. 11, n. 9, p. 2896, doi. 10.1029/2018MS001573
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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
On the choice of calibration metrics for "high-flow" estimation using hydrologic models.
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- Hydrology & Earth System Sciences, 2019, v. 23, n. 6, p. 2601, doi. 10.5194/hess-23-2601-2019
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- Article
Assessing Water Security in the Sao Paulo Metropolitan Region Under Projected Climate Change.
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- Hydrology & Earth System Sciences Discussions, 2019, p. 1, doi. 10.5194/hess-2019-134
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- Publication type:
- Article
Enhancing the Structure of the WRF-Hydro Hydrologic Model for Semiarid Environments.
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- Journal of Hydrometeorology, 2019, v. 20, n. 4, p. 691, doi. 10.1175/JHM-D-18-0064.1
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- Publication type:
- Article
A topographic index explaining hydrological similarity by accounting for the joint controls of runoff formation.
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- Hydrology & Earth System Sciences Discussions, 2019, p. 1, doi. 10.5194/hess-2019-68
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- Publication type:
- Article
How to identify a representative subset of hydro-climatic simulations for impact modelling studies?
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- Geophysical Research Abstracts, 2019, v. 21, p. 1
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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 the choice of calibration metrics for "high flow" estimation using hydrologic models.
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- 2018
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- Publication type:
- Abstract
On the dynamic nature of hydrological similarity.
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- Hydrology & Earth System Sciences, 2018, v. 22, n. 7, p. 3663, doi. 10.5194/hess-22-3663-2018
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- Article
Multihazard Scenarios for Analysis of Compound Extreme Events.
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- Geophysical Research Letters, 2018, v. 45, n. 11, p. 5470, doi. 10.1029/2018GL077317
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- Article