Stochastic analysis of spatial variability in two-dimensional steady-state confined groundwater flow DOI Creative Commons
Chuen‐Fa Ni, Ching-Min Chang,

Chi-Ping Lin

et al.

Research Square (Research Square), Journal Year: 2022, Volume and Issue: unknown

Published: Aug. 1, 2022

Abstract Studies of fluid flow behavior in confined aquifers variable thickness presented the literature assume that aquifer varies linearly or nonlinearly. However, natural variations, such as caused by complex events, cannot be accurately predicted. Therefore, quantifying variability field heterogeneous, non-uniform, may done from a stochastic perspective. In this study, spatial variations hydraulic conductivity are considered stationary random process, while treated nonstationary process with homogeneous (stationary) increments. General expressions for covariance functions and evolutionary power spectra depth-averaged head integrated specific discharge direction x 1 derived using Fourier-Stieltjes spectral representation approach theorem. Closed-form solutions used to analyze effect variation on discharge. An application theory developed here case fields exhibiting power-law semivariogram is given. The quantify (uncertainty) geologic formations under uncertainty should provide valuable information environmental risk assessment.

Language: Английский

A deep learning interpretable model for river dissolved oxygen multi-step and interval prediction based on multi-source data fusion DOI
Zhaocai Wang, Qingyu Wang, Zhixiang Liu

et al.

Journal of Hydrology, Journal Year: 2024, Volume and Issue: 629, P. 130637 - 130637

Published: Jan. 14, 2024

Language: Английский

Citations

72

The geochemistry and hydrology of coal waste rock dumps: A systematic global review DOI
Chani Welch, S. Lee Barbour, M. Jim Hendry

et al.

The Science of The Total Environment, Journal Year: 2021, Volume and Issue: 795, P. 148798 - 148798

Published: July 1, 2021

Language: Английский

Citations

49

Mathematical vs. machine learning models for particle size distribution in fragile soils of North-Western Himalayas DOI Creative Commons
Owais Bashir, Shabir Ahmed Bangroo, Shahid Shuja Shafai

et al.

Journal of Soils and Sediments, Journal Year: 2024, Volume and Issue: 24(6), P. 2294 - 2308

Published: June 1, 2024

Abstract Purpose Particle size distribution (PSD) assessment, which affects all physical, chemical, biological, mineralogical, and geological properties of soil, is crucial for maintaining soil sustainability. It plays a vital role in ensuring appropriate land use, fertilizer management, crop selection, conservation practices, especially fragile soils such as those the North-Western Himalayas. Materials methods In this study, performance eleven mathematical three Machine Learning (ML) models used past was compared to investigate PSD modeling different from Himalayan region, considering that an model must fit data. Results discussion Our study focuses on significance evaluating goodness particle using coefficient determination (R 2 adj = 0.79 0.45), Akaike information criterion (AIC 67 184), root mean square error (RMSE 0.01 0.09). The Fredlund, Weibull, Rosin Rammler exhibited best samples, while Gompertz, S-Curve, Van Genutchen poor. Of ML tested, Random Forest performed 0.99), SVM lowest 0.95). Thus, can be predicted by approaches, model. Conclusion Fredlund among random forest machine learning models. As number parameters increased better accuracy.

Language: Английский

Citations

5

Impact of diffuse layer processes on contaminant forward and back diffusion in heterogeneous sandy-clayey domains DOI
Muhammad Muniruzzaman, Massimo Rolle

Journal of Contaminant Hydrology, Journal Year: 2020, Volume and Issue: 237, P. 103754 - 103754

Published: Dec. 17, 2020

Language: Английский

Citations

28

Transport and Surface Complexation in Subsurface Flow-through Systems DOI Creative Commons
Massimo Rolle, Lucien Stolze, Jacopo Cogorno

et al.

Reviews in Mineralogy and Geochemistry, Journal Year: 2025, Volume and Issue: 91A(1), P. 353 - 381

Published: March 28, 2025

Language: Английский

Citations

0

Interaction of cemented paste backfill (CPB) and circumneutral mine water during column experiments DOI Creative Commons
Soili Solismaa, Muhammad Muniruzzaman, Jukka Kuva

et al.

Applied Geochemistry, Journal Year: 2024, Volume and Issue: 165, P. 105965 - 105965

Published: March 15, 2024

Cemented paste backfill (CPB) is used as a support and filler material in underground mines. In conditions, before mine closure flooding, surface groundwaters with variable quality are contact CPB material, which may result the leaching of harmful substances from CPB. this study, we actual water gold to flush laboratory test simulate conditions environmental influence on more realistically than before. Different materials were treated columns for nine months. The drained filled new batches four times during experiment intermittent flushing underground. dissolved elemental content, major cations, pH oxidation-reduction potential (ORP) waters measured, chemical results analysed by performing geochemical modelling widely code PHREEQC. X-ray tomography was also examine internal structure specimens. demonstrated that calcium sulphate present parent leached into water, might cause deterioration contrast, concentrations As, Sb Ni decreased when it materials. However, arsenic started be re-released at end nine-month experimental period. suggests removal metals/metalloids driven complexation reactions originally and/or freshly precipitated metal (hydr)oxide minerals. A longer modified testing period needed thoroughly under these adsorbed elements start release over time.

Language: Английский

Citations

3

Weathering of unsaturated waste rocks from Kevitsa and Hitura mines: Pilot-scale lysimeter experiments and reactive transport modeling DOI Creative Commons
Muhammad Muniruzzaman, Teemu Karlsson, Navid Ahmadi

et al.

Applied Geochemistry, Journal Year: 2021, Volume and Issue: 130, P. 104984 - 104984

Published: May 12, 2021

The fundamental understanding of hydrogeochemical processes leading to toxic drainage in mining environments is utmost importance predict the impact activities waste facilities and design effective measures for mitigation environmental risk. This study investigates weathering behavior different types mine rocks, with considerably mineralogical textural properties, by performing long-term (>3 years) pilot-scale lysimeter experiments combined multiphase multicomponent reactive transport modeling. were carried out a series five setups, packed unsaturated rocks collected from Kevitsa Hitura sites Finland, under influence outdoor atmospheric conditions. We focus on temporal dynamics rock effluents' chemistry showing remarkably compositions experiments. low-sulfide containing pyroxene serpentinite lead alkaline drainage, characterized higher pH (up 9.5) lower dissolved constituents (e.g., up 420 mg/L SO4, 89 μg/L Ni). In contrast, effluents mica schist which have relatively sulfide abundance, show characteristics acidic (~4.3) orders magnitude aqueous concentrations 3100 130 results also that presence fraction finer particles leads faster dissolution rate thus concentrations. experimental quantitatively interpreted modeling, allowed capturing complex dynamic trends concentration levels observed lysimeters.

Language: Английский

Citations

19

Coupling soil/atmosphere interactions and geochemical processes: A multiphase and multicomponent reactive transport approach DOI Creative Commons
Navid Ahmadi, Muhammad Muniruzzaman, Riccardo Sprocati

et al.

Advances in Water Resources, Journal Year: 2022, Volume and Issue: 169, P. 104303 - 104303

Published: Aug. 30, 2022

The exchange of gas components across the subsurface/atmosphere interface influences multiphase flow and reactive transport in subsurface is crucial for many biogeochemical processes, emission greenhouse gases, fate volatile contaminants. In this study, we present a modeling approach to simulate non-isothermal multicomponent coupled compartments. model based on porous medium/free domain which Navier-Stokes equation used describe single-phase (gaseous) free-flow subdomain Darcy's law applied two-phase medium (i.e., two-domain approach). implementation performed by coupling COMSOL Multiphysics PhreeqcRM, enables investigation interplay between multi-physical processes flow, mass heat transport) compartments geochemical reactions medium. We first set benchmark examples key features proposed are tested against other numerical simulators an analytical solution. Successively, take advantage unique capabilities explore conservative domain. results show that control location zones extent mineral dissolution) changing spatiotemporal distribution fluid phases enhancing interphase transfer such as oxygen carbon dioxide.

Language: Английский

Citations

13

Dimensionality effects on multicomponent ionic transport and surface complexation in porous media DOI Creative Commons
Jacopo Cogorno, Lucien Stolze, Muhammad Muniruzzaman

et al.

Geochimica et Cosmochimica Acta, Journal Year: 2021, Volume and Issue: 318, P. 230 - 246

Published: Dec. 6, 2021

Coulombic interactions between charged species in pore water and at surface/solution interfaces are of pivotal importance for multicomponent reactive transport porous media. In this study, we investigate the impact domain dimensionality on electrostatically coupled dispersion surface-solution reactions during acidic plumes major ions Column quasi two-dimensional flow-through experiments were performed, with identical silica media under same advection-dominated conditions. Equal mass fluxes different electrolyte solutions (i.e., HCl - pH ∼ 2.8, NaBr 100 mM, 2.8 plus mM) continuously injected 1-D 2-D breakthrough curves measured outlet domains. The presence pronounced ionic strength gradients transverse direction setup caused distinct retardation behaviors protons which not observed one-dimensional column experiments. Furthermore, cases salt electrolytes injection, considerably enhanced release H+ (>61%) from quartz surface was multidimensional system compared to setup. Reactive modeling performed reproduce experimental outcomes analyse coupling processes, based Nernst-Planck formulation diffusive/dispersive complexation solid-solution interface. Electrostatic Na+, Br−, H+, deprotonation upon formation sodium outer-sphere complexes, primary controllers spatial temporal features displayed by measurements. simulations allowed us interpret observations, visualize distribution spatio-temporal evolution dissolved solid species, identify a spatially heterogeneous zonation behavior fringe core setup, quantify components Nerst-Planck solutes. This study demonstrates that directly affects electrostatic aqueous non-trivial effects result significantly systems.

Language: Английский

Citations

13

Challenges in predicting the reactivity of mine waste rocks based on kinetic testing: Humidity cell tests and reactive transport modeling DOI Creative Commons

Marco Pieretti,

Teemu Karlsson,

Susanna Arvilommi

et al.

Journal of Geochemical Exploration, Journal Year: 2022, Volume and Issue: 237, P. 106996 - 106996

Published: April 5, 2022

Humidity cell test represents one of the most popular geochemical characterization methods for predicting reactivity and estimating leachate quality mining waste materials. Yet, interpretation such laboratory results can vary widely, its validity applicability be impaired by poor experimental details, sample representation, inability to correctly identify key contributions relevant processes. In this study, we investigate leaching behavior mine rocks, collected from Särkiniemi site in Finland, means humidity tests. The experiments were performed according ASTM standard D5744–18 utilizing two distinct cells, packed with same rock, considerably different dimensions shapes. show higher chemical weathering rates rocks mass loadings elements (approximately two- threefold) long/narrow shaped setup compared short/broad cell. observed concentrations also suggest possibility potential influences microscale heterogeneity, despite attempts homogenize rock samples crushing mixing prior packing. quantitatively interpreted process-based multiphase multicomponent reactive transport modeling, which allowed detailed examination complex interplay between reactions physical processes, helped distinguishing dominant mechanisms, facilitated identification controlling factors leading fundamental challenges associated analysis results. While could reproduced fitting conceptual models or adjusting model parameters, suggests that simulation outcomes cannot fundamentally treated as predictive without proper knowledge dynamics water flow solute/gaseous during these

Language: Английский

Citations

10