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Challenges in Applying Machine Learning Models for Hydrological Inference: A Case Study for Flooding Events Across Germany

Water resources research, 2020-05, Vol.56 (5), p.n/a

2020

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GSTools v1.3: a toolbox for geostatistical modelling in Python

Geoscientific Model Development, 2022-04, Vol.15 (7), p.3161-3182

2022

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Defining Hydrogeological Site Similarity with Hierarchical Agglomerative Clustering

Ground water, 2023-07, Vol.61 (4), p.563-573

2023

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Data-driven estimates for the geostatistical characterization of subsurface hydraulic properties

Hydrology and earth system sciences, 2024-01, Vol.28 (2), p.357-374

2024

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ogs5py: A Python‐API for the OpenGeoSys 5 Scientific Modeling Package

Ground water, 2021-01, Vol.59 (1), p.117-122

2021

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Predicting the impact of spatial heterogeneity on microbially mediated nutrient cycling in the subsurface

Biogeosciences, 2022-02, Vol.19 (3), p.665-688

2022

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Microbial mediated carbon and nitrogen cycling in the spatially heterogeneous vadose zone: A modeling study

Vadose zone journal, 2024-03, Vol.23 (2), p.n/a

2024

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Assessing the contribution of groundwater to catchment travel time distributions through integrating conceptual flux tracking with explicit Lagrangian particle tracking

Advances in water resources, 2021-03, Vol.149, p.103849, Article 103849

2021

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Dimension reduction for integrating data series in Bayesian inversion of geostatistical models

Stochastic environmental research and risk assessment, 2019-07, Vol.33 (7), p.1327-1344

2019

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A novel analytical model for the transit time distributions in urban groundwater systems

Journal of hydrology (Amsterdam), 2022-02, Vol.605, p.127379, Article 127379

2022

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Influence of input and parameter uncertainty on the prediction of catchment-scale groundwater travel time distributions

Hydrology and earth system sciences, 2019-01, Vol.23 (1), p.171-190

2019

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The extended generalized radial flow model and effective conductivity for truncated power law variograms

Advances in water resources, 2021-10, Vol.156, p.104027, Article 104027

2021

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Ensemble and effective dispersion in three-dimensional isotropic fractal media

Stochastic environmental research and risk assessment, 2019-12, Vol.33 (11-12), p.2089-2107

2019

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Spatially distributed characterization of soil-moisture dynamics using travel-time distributions

Hydrology and earth system sciences, 2017-01, Vol.21 (1), p.549-570

2017

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Ex-situ priors: A Bayesian hierarchical framework for defining informative prior distributions in hydrogeology

Advances in water resources, 2019-04, Vol.126, p.65-78

2019

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Stochastic hydrogeology's biggest hurdles analyzed and its big blind spot

Hydrology and earth system sciences, 2018-11, Vol.22 (11), p.5675-5695

2018

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Generating random fields with a truncated power-law variogram: A comparison of several numerical methods

Environmental modelling & software : with environment data news, 2014-05, Vol.55, p.32-48

2014

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What We Talk About When We Talk About Uncertainty. Toward a Unified, Data-Driven Framework for Uncertainty Characterization in Hydrogeology

Frontiers in earth science (Lausanne), 2019-06, Vol.7

2019

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Extending Theis' solution: Using transient pumping tests to estimate parameters of aquifer heterogeneity

Water resources research, 2016-08, Vol.52 (8), p.6156-6170

2016

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Should We Worry About Surficial Dynamics When Assessing Nutrient Cycling in the Groundwater?

Frontiers in water, 2022-03, Vol.4

2022

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Estimating pathway-specific contributions to biodegradation in aquifers based on dual isotope analysis: Theoretical analysis and reactive transport simulations

Journal of contaminant hydrology, 2013-09, Vol.152, p.97-116

2013

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Assessing the validity of a lower-dimensional representation of fractures for numerical and analytical investigations

Advances in water resources, 2013-06, Vol.56, p.35-48

2013

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exPrior: An R Package for the Formulation of Ex-Situ Priors

The R journal, 2021, Vol.13 (1), p.101

2021

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Improved regional-scale groundwater representation by the coupling of the mesoscale Hydrologic Model (mHM v5.7) to the groundwater model OpenGeoSys (OGS)

Geoscientific Model Development, 2018-06, Vol.11 (5), p.1989-2007

2018

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anchoredDistr: a Package for the Bayesian Inversion of Geostatistical Parameters with Multi-type and Multi-scale Data

The R journal, 2017-12, Vol.9 (2), p.6

2017

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Challenges in Applying Machine Learning Models for Hydrological Inference: A Case Study for Flooding Events Across Germany

GSTools v1.3: a toolbox for geostatistical modelling in Python

Defining Hydrogeological Site Similarity with Hierarchical Agglomerative Clustering

Data-driven estimates for the geostatistical characterization of subsurface hydraulic properties

ogs5py: A Python‐API for the OpenGeoSys 5 Scientific Modeling Package

Predicting the impact of spatial heterogeneity on microbially mediated nutrient cycling in the subsurface

Microbial mediated carbon and nitrogen cycling in the spatially heterogeneous vadose zone: A modeling study

Assessing the contribution of groundwater to catchment travel time distributions through integrating conceptual flux tracking with explicit Lagrangian particle tracking

Dimension reduction for integrating data series in Bayesian inversion of geostatistical models

A novel analytical model for the transit time distributions in urban groundwater systems

Influence of input and parameter uncertainty on the prediction of catchment-scale groundwater travel time distributions

The extended generalized radial flow model and effective conductivity for truncated power law variograms

Ensemble and effective dispersion in three-dimensional isotropic fractal media

Spatially distributed characterization of soil-moisture dynamics using travel-time distributions

Ex-situ priors: A Bayesian hierarchical framework for defining informative prior distributions in hydrogeology

Stochastic hydrogeology's biggest hurdles analyzed and its big blind spot

Generating random fields with a truncated power-law variogram: A comparison of several numerical methods

What We Talk About When We Talk About Uncertainty. Toward a Unified, Data-Driven Framework for Uncertainty Characterization in Hydrogeology

Extending Theis' solution: Using transient pumping tests to estimate parameters of aquifer heterogeneity

Should We Worry About Surficial Dynamics When Assessing Nutrient Cycling in the Groundwater?

Estimating pathway-specific contributions to biodegradation in aquifers based on dual isotope analysis: Theoretical analysis and reactive transport simulations

Assessing the validity of a lower-dimensional representation of fractures for numerical and analytical investigations

exPrior: An R Package for the Formulation of Ex-Situ Priors

Improved regional-scale groundwater representation by the coupling of the mesoscale Hydrologic Model (mHM v5.7) to the groundwater model OpenGeoSys (OGS)

anchoredDistr: a Package for the Bayesian Inversion of Geostatistical Parameters with Multi-type and Multi-scale Data

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