Assessing the fidelity of neural network-based segmentation of soil XCT images based on pore-scale modelling of saturated flow properties

Scale and REV analyses for porosity and pore connectivity measures in undisturbed soil

(2020) J. Koestel et al.   GEODERMA

Improving watershed-based pore-network extraction method using maximum inscribed ball pore-body positioning

(2020) Kirill M. Gerke et al.   ADVANCES IN WATER RESOURCES

Going submicron in the precise analysis of soil structure: A FIB-SEM imaging study at nanoscale

(2020) Kirill M. Gerke et al.   GEODERMA

Segmentation of digital rock images using deep convolutional autoencoder networks

(2019) Sadegh Karimpouli et al.   COMPUTERS & GEOSCIENCES

Saving the face of soil aggregates

(2019) Anna Yudina et al.   GLOBAL CHANGE BIOLOGY

Effect of resolution, reconstruction settings, and segmentation methods on the numerical calculation of saturated soil hydraulic conductivity from 3D computed tomography images

(2019) V. Pot et al.   GEODERMA

Finite-difference method Stokes solver (FDMSS) for 3D pore geometries: Software development, validation and case studies

(2018) Kirill M. Gerke et al.   COMPUTERS & GEOSCIENCES

The Impact of Multiple Freeze–Thaw Cycles on the Microstructure of Aggregates from a Soddy-Podzolic Soil: A Microtomographic Analysis

(2018) E. B. Skvortsova et al.   EURASIAN SOIL SCIENCE

Resolving compactness index of pores and solid phase elements in sandy and silt loamy soils

(2018) Maja Bryk   GEODERMA

Enhancing image resolution of soils by stochastic multiscale image fusion

(2018) Marina V. Karsanina et al.   GEODERMA

Soil structure as an indicator of soil functions: A review

(2018) E. Rabot et al.   GEODERMA

Exploiting ConvNet Diversity for Flooding Identification

(2018) Keiller Nogueira et al.   IEEE Geoscience and Remote Sensing Letters

Deep convolutional neural networks for brain image analysis on magnetic resonance imaging: a review

(2018) Jose Bernal et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Behavior of numerical error in pore-scale lattice Boltzmann simulations with simple bounce-back rule: Analysis and highly accurate extrapolation

(2018) Siarhei Khirevich et al.   PHYSICS OF FLUIDS

Emergent Properties of Microbial Activity in Heterogeneous Soil Microenvironments: Different Research Approaches Are Slowly Converging, Yet Major Challenges Remain

(2018) Philippe C. Baveye et al.   Frontiers in Microbiology

Hierarchical Optimization: Fast and Robust Multiscale Stochastic Reconstructions with Rescaled Correlation Functions

(2018) Marina V. Karsanina et al.   PHYSICAL REVIEW LETTERS

Soil structure and function in a changing world: Characterization and scaling

(2017) Miguel Ángel Martín et al.   GEODERMA

Biochar additions can enhance soil structure and the physical stabilization of C in aggregates

(2017) Daoyuan Wang et al.   GEODERMA

Vegetation impacts soil water content patterns by shaping canopy water fluxes and soil properties

(2017) Johanna Clara Metzger et al.   HYDROLOGICAL PROCESSES

Soil structure changes induced by tillage systems

(2017) Luiz F. Pires et al.   SOIL & TILLAGE RESEARCH

Quantification of soil aggregate microstructure on abandoned cropland during vegetative succession using synchrotron radiation-based micro-computed tomography

(2017) Dong Zhao et al.   SOIL & TILLAGE RESEARCH

Processing of rock core microtomography images: Using seven different machine learning algorithms

(2016) Swarup Chauhan et al.   COMPUTERS & GEOSCIENCES

Improving stochastic reconstructions by weighting correlation functions in an objective function

(2015) Kirill M. Gerke et al.   EPL

Preferential flow mechanisms identified from staining experiments in forested hillslopes

(2015) Kirill M. Gerke et al.   HYDROLOGICAL PROCESSES

Coarse- and fine-grid numerical behavior of MRT/TRT lattice-Boltzmann schemes in regular and random sphere packings

(2015) Siarhei Khirevich et al.   JOURNAL OF COMPUTATIONAL PHYSICS

Universal Stochastic Multiscale Image Fusion: An Example Application for Shale Rock

(2015) Kirill M. Gerke et al.   Scientific Reports

Universal Spatial Correlation Functions for Describing and Reconstructing Soil Microstructure

(2015) Marina V. Karsanina et al.   PLoS One

Improving pattern reconstruction using directional correlation functions

(2014) Kirill M. Gerke et al.   EPL

A data-constrained modelling approach to sandstone microstructure characterisation

(2013) Y.S. Yang et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

A tomographic imagery segmentation methodology for three-phase geomaterials based on simultaneous region growing

(2013) Mir Amid Hashemi et al.   Acta Geotechnica

Adaptive-window indicator kriging: A thresholding method for computed tomography images of porous media

(2012) A.N. Houston et al.   COMPUTERS & GEOSCIENCES

Tomographic method of studying soil pore space: Current perspectives and results for some Russian soils

(2012) K. M. Gerke et al.   EURASIAN SOIL SCIENCE

Three-Dimensional Multiphase Segmentation of X-Ray CT Data of Porous Materials Using a Bayesian Markov Random Field Framework

(2012) Ramaprasad Kulkarni et al.   VADOSE ZONE JOURNAL

3D simulation of the permeability tensor in a soil aggregate on basis of nanotomographic imaging and LBE solver

(2011) Faisal Khan et al.   JOURNAL OF SOILS AND SEDIMENTS

Segmentation of X-ray microtomography images of soil using gradient masks

(2010) Steffen Schlüter et al.   COMPUTERS & GEOSCIENCES

Observer-dependent variability of the thresholding step in the quantitative analysis of soil images and X-ray microtomography data

(2010) Philippe C. Baveye et al.   GEODERMA

Percolation losses in paddy fields with a dynamic soil structure: model development and applications

(2010) Manon Janssen et al.   HYDROLOGICAL PROCESSES

Feasibility of a data-constrained prediction of hydrocarbon reservoir sandstone microstructures

(2010) Y S Yang et al.   MEASUREMENT SCIENCE and TECHNOLOGY

Segmentation of X-ray computed tomography images of porous materials: A crucial step for characterization and quantitative analysis of pore structures

(2009) Pavel Iassonov et al.   WATER RESOURCES RESEARCH