Subsurface sedimentary structure identification using deep learning: A review
The reliable identification of subsurface sedimentary structures (ie, geologic heterogeneity)
is critical in various earth and environmental sciences, petroleum reservoir engineering, and …
is critical in various earth and environmental sciences, petroleum reservoir engineering, and …
Stage‐wise stochastic deep learning inversion framework for subsurface sedimentary structure identification
The stochastic models and deep‐learning models are the two most commonly used
methods for subsurface sedimentary structures identification. The results from the stochastic …
methods for subsurface sedimentary structures identification. The results from the stochastic …
An integrated inversion framework for heterogeneous aquifer structure identification with single-sample generative adversarial network
Generating reasonable heterogeneous aquifer structures is essential for understanding the
physicochemical processes controlling groundwater flow and solute transport better. The …
physicochemical processes controlling groundwater flow and solute transport better. The …
Origins of anomalous transport in heterogeneous media: Structural and dynamic controls
Y Edery, A Guadagnini, H Scher… - Water Resources …, 2014 - Wiley Online Library
Abstract Anomalous (or “non‐Fickian”) transport is ubiquitous in the context of tracer
migration in geological formations. We quantitatively identify the origin of anomalous …
migration in geological formations. We quantitatively identify the origin of anomalous …
Geological entropy and solute transport in heterogeneous porous media
M Bianchi, D Pedretti - Water Resources Research, 2017 - Wiley Online Library
We propose a novel approach to link solute transport behavior to the physical heterogeneity
of the aquifer, which we fully characterize with two measurable parameters: the variance of …
of the aquifer, which we fully characterize with two measurable parameters: the variance of …
Effects of tidal fluctuations and spatial heterogeneity on mixing and spreading in spatially heterogeneous coastal aquifers
We study the combined effect of heterogeneity in the hydraulic conductivity field and tidal
oscillations on the three‐dimensional dynamics of seawater intrusion in coastal aquifers. We …
oscillations on the three‐dimensional dynamics of seawater intrusion in coastal aquifers. We …
The impact of porous medium heterogeneity on the thermal feedback of open-loop shallow geothermal systems
Groundwater has been increasingly used to provide low-carbon heating and cooling of
buildings with open-loop shallow geothermal systems. Water is generally reinjected into the …
buildings with open-loop shallow geothermal systems. Water is generally reinjected into the …
[HTML][HTML] Preferential pathways for fluid and solutes in heterogeneous groundwater systems: self-organization, entropy, work
Patterns of distinct preferential pathways for fluid flow and solute transport are ubiquitous in
heterogeneous, saturated and partially saturated porous media. Yet, the underlying reasons …
heterogeneous, saturated and partially saturated porous media. Yet, the underlying reasons …
Inverse estimation of multiple contaminant sources in three-dimensional heterogeneous aquifers with variable-density flows
Groundwater contamination is an exacerbating global issue that severely threatens human
health. Subsurface remediation thus has gained increased interest in recent years. To …
health. Subsurface remediation thus has gained increased interest in recent years. To …
Analysis of seasonal differences in tidally influenced groundwater discharge processes in sandy tidal flats: A case study of Shilaoren Beach, Qingdao, China
Y Zhang, J Wu, K Zhang, X Guo, C Xing, N Li, H Wu - Journal of Hydrology, 2021 - Elsevier
Tidally influenced groundwater discharge in tidal flats is an important route by which land-
based pollutants enter the sea. Seasonal changes in groundwater flow fields create …
based pollutants enter the sea. Seasonal changes in groundwater flow fields create …