Sediment texture and geochemistry as predictors of sub-depositional environment in a modern estuary using machine learning: A framework for investigating clay-coated sand grains

Automated Classification of Estuarine Sub‐Depositional Environment Using Sediment Texture

(2023) J. E. Houghton et al.   JOURNAL OF GEOPHYSICAL RESEARCH-EARTH SURFACE

New direction for regional reservoir quality prediction using machine learning - Example from the Stø Formation, SW Barents Sea, Norway

(2022) H.N. Hansen et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

Automated mineralogy (SEM-EDS) approach to sandstone reservoir quality and diagenesis

(2022) Richard H. Worden et al.   Frontiers in Earth Science

Diagenetic Facies Classification in the Arbuckle Formation Using Deep Neural Networks

(2021) Tianqi Deng et al.   Mathematical Geosciences

Sediment textural characteristics of the Ravenglass Estuary; Development of a method to predict palaeo sub-depositional environments from estuary core samples

(2021) N. Simon et al.   SEDIMENTARY GEOLOGY

Stratigraphy and sedimentary evolution of a modern macro‐tidal incised valley – an analogue for reservoir facies and architecture

(2021) Claire McGhee et al.   SEDIMENTOLOGY

Origin and distribution of grain-coating and pore-filling chlorite in deltaic sandstones for reservoir quality assessment

(2021) Joshua Griffiths et al.   MARINE AND PETROLEUM GEOLOGY

Facies associations, detrital clay grain coats and mineralogical characterization of the Gironde estuary tidal bars: A modern analogue for deeply buried estuarine sandstone reservoirs

(2020) Maxime Virolle et al.   MARINE AND PETROLEUM GEOLOGY

The impact of grain-coating chlorite on the effective porosity of sandstones

(2020) Haoran Xia et al.   MARINE AND PETROLEUM GEOLOGY

Developing 3D Geological and Hydrogeological models for the Low Level Waste Repository site, west Cumbria, UK

(2020) C. G. Coleman et al.   Quarterly Journal of Engineering Geology and Hydrogeology

Sediment generation and sediment routing systems from a quantitative provenance analysis perspective: Review, application and future development

(2020) L. Caracciolo   EARTH-SCIENCE REVIEWS

A Data-Driven Approach for Lithology Identification Based on Parameter-Optimized Ensemble Learning

(2020) Zhixue Sun et al.   Energies

Application of machine learning tool to predict the porosity of clastic depositional system, Indus Basin, Pakistan

(2020) Qamar Yasin et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

How To Quantify Clay-Coat Grain Coverage in Modern and Ancient Sediments

(2019) Luke J. Wooldridge et al.   JOURNAL OF SEDIMENTARY RESEARCH

Compositional variation in modern estuarine sands: Predicting major controls on sandstone reservoir quality

(2019) Joshua Griffiths et al.   AAPG BULLETIN

Influence of sedimentation and detrital clay grain coats on chloritized sandstone reservoir qualities: Insights from comparisons between ancient tidal heterolithic sandstones and a modern estuarine system

(2019) Maxime Virolle et al.   MARINE AND PETROLEUM GEOLOGY

A Lithology Identification Approach Based on Machine Learning With Evolutionary Parameter Tuning

(2019) Camila Martins Saporetti et al.   IEEE Geoscience and Remote Sensing Letters

Revisiting the effects of hydrodynamic sorting and sedimentary recycling on chemical weathering indices

(2018) Yulong Guo et al.   GEOCHIMICA ET COSMOCHIMICA ACTA

Evaluation of machine learning methods for formation lithology identification: A comparison of tuning processes and model performances

(2018) Yunxin Xie et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

The origin of clay-coated sand grains and sediment heterogeneity in tidal flats

(2018) Luke J. Wooldridge et al.   SEDIMENTARY GEOLOGY

Detrital clay grain coats in estuarine clastic deposits: origin and spatial distribution within a modern sedimentary system, the Gironde Estuary (south-west France)

(2018) Maxime Virolle et al.   SEDIMENTOLOGY

Clay coat diversity in marginal marine sediments

(2018) Luke J. Wooldridge et al.   SEDIMENTOLOGY

Detrital Clay Coats, Clay Minerals, and Pyrite: A Modern Shallow-Core Analogue For Ancient and Deeply Buried Estuarine Sandstones

(2018) Joshua Griffiths et al.   JOURNAL OF SEDIMENTARY RESEARCH

Estuarine clay mineral distribution: Modern analogue for ancient sandstone reservoir quality prediction

(2018) Joshua Griffiths et al.   SEDIMENTOLOGY

Biofilm origin of clay-coated sand grains

(2017) L.J. Wooldridge et al.   GEOLOGY

Clay-Coated Sand Grains In Petroleum Reservoirs: Understanding Their Distribution Via A Modern Analogue

(2017) Luke J. Wooldridge et al.   JOURNAL OF SEDIMENTARY RESEARCH

Clay coating preserving high porosities in deeply buried intervals of the Stø Formation

(2017) Henrik Nygaard Hansen et al.   MARINE AND PETROLEUM GEOLOGY

New Method for Determining Mineralogy and Matrix Properties From Elemental Chemistry Measured by Gamma Ray Spectroscopy Logging Tools

(2015) Robert Freedman et al.   SPE RESERVOIR EVALUATION & ENGINEERING

Open or closed geochemical systems during diagenesis in sedimentary basins: Constraints on mass transfer during diagenesis and the prediction of porosity in sandstone and carbonate reservoirs

(2012) Knut Bjørlykke et al.   AAPG BULLETIN

How clay grain coats inhibit quartz cement and preserve porosity in deeply buried sandstones: Observations and experiments

(2012) Joanna M. Ajdukiewicz et al.   AAPG BULLETIN

Holocene and Lateglacial relative sea-level change in north-west England: implications for glacial isostatic adjustment models

(2012) Jeremy M. Lloyd et al.   JOURNAL OF QUATERNARY SCIENCE

Dynamic spatial and temporal prediction of changes in depositional processes on clastic shorelines: Toward improved subsurface uncertainty reduction and management

(2011) R. Bruce Ainsworth et al.   AAPG BULLETIN

Pre-requisites, processes, and prediction of chlorite grain coatings in petroleum reservoirs: A review of subsurface examples

(2011) Patrick J. Dowey et al.   MARINE AND PETROLEUM GEOLOGY

Sandstone diagenesis and reservoir quality prediction: Models, myths, and reality

(2010) Thomas R. Taylor et al.   AAPG BULLETIN

Sandstone reservoir quality prediction: The state of the art

(2010) Joanna M. Ajdukiewicz et al.   AAPG BULLETIN

From grain size to tectonics

(2010) R. A. Duller et al.   JOURNAL OF GEOPHYSICAL RESEARCH

A systematic analysis of performance measures for classification tasks

(2009) Marina Sokolova et al.   INFORMATION PROCESSING & MANAGEMENT

Relationship of diagenetic chlorite rims to depositional facies in Lower Cretaceous reservoir sandstones of the Scotian Basin

(2009) KATHLEEN GOULD et al.   SEDIMENTOLOGY

Grain-size dependence of sediment composition and environmental bias in provenance studies

(2008) Eduardo Garzanti et al.   EARTH AND PLANETARY SCIENCE LETTERS