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Debates: Does Information Theory Provide a New Paradigm for Earth Science? Emerging Concepts and Pathways of Information Physics.
- Published in:
- Water Resources Research, 2020, v. 56, n. 2, p. 1, doi. 10.1029/2019WR025270
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- Publication type:
- Article
KCDS: Die Graduiertenschule Computational and Data Science am KIT.
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- Mitteilungen der DMV, 2023, v. 31, n. 2, p. 110, doi. 10.1515/dmvm-2023-0038
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- Article
To Bucket or not to Bucket? Analyzing the performance and interpretability of hybrid hydrological models with dynamic parameterization.
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- Hydrology & Earth System Sciences Discussions, 2023, p. 1, doi. 10.5194/egusphere-2023-1980
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- Article
Technical note: c-u-curve: A method to analyse, classify and compare dynamical systems by uncertainty and complexity.
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- Hydrology & Earth System Sciences Discussions, 2022, p. 1, doi. 10.5194/hess-2022-16
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- Publication type:
- Article
A multi-disciplinary analysis of the exceptional flood event of July 2021 in central Europe. Part 2: Historical context and relation to climate change.
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- Natural Hazards & Earth System Sciences Discussions, 2022, p. 1, doi. 10.5194/nhess-2022-225
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- Publication type:
- Article
A multi-disciplinary analysis of the exceptional flood event of July 2021 in central Europe. Part 1: Event description and analysis.
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- Natural Hazards & Earth System Sciences Discussions, 2022, p. 1, doi. 10.5194/nhess-2022-137
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- Publication type:
- Article
Model calibration and streamflow simulations for the extreme drought event of 2018 on the Rhine River Basin using WRF-Hydro 5.2.0.
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- Geoscientific Model Development Discussions, 2024, p. 1, doi. 10.5194/gmd-2024-134
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- Article
Technical note: "Bit by bit": A practical and general approach for evaluating model computational complexity vs. model performance.
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- Hydrology & Earth System Sciences Discussions, 2020, p. 1, doi. 10.5194/hess-2020-128
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- Publication type:
- Article
Adaptive clustering: A method to analyze dynamical similarity and to reduce redundancies in distributed (hydrological) modeling.
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- Hydrology & Earth System Sciences Discussions, 2020, p. 1, doi. 10.5194/hess-2020-65
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- Publication type:
- Article
HER: an information theoretic alternative for geostatistics.
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- Hydrology & Earth System Sciences Discussions, 2020, p. 1, doi. 10.5194/hess-2020-5
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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
Quantitative precipitation estimation with weather radar using a data- and information-based approach.
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- Hydrology & Earth System Sciences Discussions, 2019, p. 1, doi. 10.5194/hess-2018-606
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- Publication type:
- Article
Identifying rainfall-runoff events in discharge time series: A data-driven method based on Information Theory.
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- 2018
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- Abstract
Disentangling timing and amplitude errors in streamflow simulations.
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- 2016
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- Publication type:
- Case Study
Disentangling timing and amplitude errors in streamflow simulations.
- Published in:
- Hydrology & Earth System Sciences Discussions, 2016, p. 1, doi. 10.5194/hess-2016-145
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- Publication type:
- Article
Disentangling timing and amplitude errors in streamflow simulations.
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- Hydrology & Earth System Sciences Discussions, 2016, v. 13, n. 3, p. 1, doi. 10.5194/hess-2016-145
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- Publication type:
- Article
Exploring the interplay between state, structure and runoff behaviour of lower mesoscale catchments.
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- Hydrology & Earth System Sciences Discussions, 2016, v. 13, n. 3, p. 1, doi. 10.5194/hess-2016-109
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- Publication type:
- Article
What are the gains and losses of representative computation?
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- Geophysical Research Abstracts, 2019, v. 21, p. 1
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- Article
On the dynamic nature of hydrological similarity.
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- Geophysical Research Abstracts, 2018, v. 20, p. 5234
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- Publication type:
- Article
An information perspective on hydrological learning and prediction.
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- Geophysical Research Abstracts, 2018, v. 20, p. 4475
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- Publication type:
- Article
Radar-based quantitative precipitation estimation (QPE) using concepts from information theory: Analysing the potential of data-based, dynamic Z-R relations, and investigating information losses from cloud to ground.
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- Geophysical Research Abstracts, 2018, v. 20, p. 3989
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- Publication type:
- Article
The optimization of hydrological simulations using dynamic clustering.
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- Geophysical Research Abstracts, 2018, v. 20, p. 1751
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- Publication type:
- Article
Representative computation: How to make use of hydrological similarity?
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- Geophysical Research Abstracts, 2018, v. 20, p. 1411
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- Publication type:
- 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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- Publication type:
- Article
A Maximum-Entropy Method to Estimate Discrete Distributions from Samples Ensuring Nonzero Probabilities.
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- Entropy, 2018, v. 20, n. 8, p. 601, doi. 10.3390/e20080601
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- Publication type:
- Article
To bucket or not to bucket? Analyzing the performance and interpretability of hybrid hydrological models with dynamic parameterization.
- Published in:
- Hydrology & Earth System Sciences, 2024, v. 28, n. 12, p. 2705, doi. 10.5194/hess-28-2705-2024
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- Publication type:
- Article
Technical note: Complexity–uncertainty curve (c-u-curve) – a method to analyse, classify and compare dynamical systems.
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- Hydrology & Earth System Sciences, 2023, v. 27, n. 14, p. 2591, doi. 10.5194/hess-27-2591-2023
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- Publication type:
- Article
Technical note: "Bit by bit": a practical and general approach for evaluating model computational complexity vs. model performance.
- Published in:
- Hydrology & Earth System Sciences, 2021, v. 25, n. 2, p. 1103, doi. 10.5194/hess-25-1103-2021
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- Publication type:
- Article
Histogram via entropy reduction (HER): an information-theoretic alternative for geostatistics.
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- Hydrology & Earth System Sciences, 2020, v. 24, n. 9, p. 4523, doi. 10.5194/hess-24-4523-2020
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- Publication type:
- Article
Adaptive clustering: reducing the computational costs of distributed (hydrological) modelling by exploiting time-variable similarity among model elements.
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- Hydrology & Earth System Sciences, 2020, v. 24, n. 9, p. 4389, doi. 10.5194/hess-24-4389-2020
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- Publication type:
- Article
Quantitative precipitation estimation with weather radar using a data- and information-based approach.
- Published in:
- Hydrology & Earth System Sciences, 2019, v. 23, n. 9, p. 3711, doi. 10.5194/hess-23-3711-2019
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- Publication type:
- Article
A topographic index explaining hydrological similarity by accounting for the joint controls of runoff formation.
- Published in:
- Hydrology & Earth System Sciences, 2019, v. 23, n. 9, p. 3807, doi. 10.5194/hess-23-3807-2019
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- Publication type:
- Article
Identifying rainfall-runoff events in discharge time series: a data-driven method based on information theory.
- Published in:
- Hydrology & Earth System Sciences, 2019, v. 23, n. 2, p. 1015, doi. 10.5194/hess-23-1015-2019
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- Publication type:
- Article
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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- Publication type:
- Article
Unravelling abiotic and biotic controls on the seasonal water balance using data-driven dimensionless diagnostics.
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- Hydrology & Earth System Sciences, 2017, v. 21, n. 6, p. 2817, doi. 10.5194/hess-21-2817-2017
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- Publication type:
- Article
Disentangling timing and amplitude errors in streamflow simulations.
- Published in:
- Hydrology & Earth System Sciences, 2016, v. 20, n. 9, p. 3745, doi. 10.5194/hess-20-3745-2016
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- Publication type:
- Article
Assessing local and spatial uncertainty with nonparametric geostatistics.
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- Stochastic Environmental Research & Risk Assessment, 2022, v. 36, n. 1, p. 173, doi. 10.1007/s00477-021-02038-5
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- Publication type:
- Article
A multi-disciplinary analysis of the exceptional flood event of July 2021 in central Europe – Part 2: Historical context and relation to climate change.
- Published in:
- Natural Hazards & Earth System Sciences, 2023, v. 23, n. 4, p. 1287, doi. 10.5194/nhess-23-1287-2023
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- Publication type:
- Article
A multi-disciplinary analysis of the exceptional flood event of July 2021 in central Europe – Part 1: Event description and analysis.
- Published in:
- Natural Hazards & Earth System Sciences, 2023, v. 23, n. 2, p. 525, doi. 10.5194/nhess-23-525-2023
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- Publication type:
- Article
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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- Publication type:
- Article