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By Renee Fippin

Several projects are underway in Nassau County, New York, to improve water quality in the Western Bays of Long Island. A major piece in accomp­lishing this is the Bay Park Conveyance Project. When completed, it will divert most of the treated effluent away from the Western Bays to an existing ocean outfall at the Cedar Creek Water Pol­lution Control Plant. The ongoing works include 3.6 mi (5.8 km) of micro­tunneling, 7 mi (11.3 km) of sliplining, 14 shafts and a 75 million gal (284 mil­lion L) per day pump station. In February 2021; Western Bays Constructors (WBC) - a joint venture of John P. Picone and Northeast Remsco Construction - was awarded the design-build contract. For final design, WBC retained Delve Underground to lead the design team for the project. Delve Underground worked in concert with WBC and its subcontractor, Keller, to determine optimal shaft construction methodologies, and during tender, evaluated options that would limit groundwater inflows to the allowable limits. This article focuses on how support of excavation {SOE) was selected for the 14 primary shafts for the microtunneling efforts as well as key design components to address shaft performance needs.

Feb 1, 2024

By Vijaya Rao Parigela, Jason Redgers

A 6m height approach ramp was proposed connecting the new railway line at ground level with the existing, elevated line and facilitating an intersection. The ramp mainly consists of a reinforced concrete box section with rising top elevation following the gradient of about 6 degrees for a total length of 120m. Based on the provided SLS loads, resistance was required for 75 kPa to 280 kPa loading pressures. Soil stabilization using Deep Soil Mixing, DSM technique was chosen as alternative to CFA piled foundations by the client to limit settlements. Generally, soil conditions consisted of a made ground layer comprising of granular and cohesive deposits underlain by boulder clay and the Pennine middle coal measures. The specifications for treatment were based on the Federal Highway Administration Design Manual: Deep Mixing for Embankment and Foundation Support and required improving the strength of the made ground below the reinforced concrete elements to an acceptable stiffness such that the structural and track bed movements are acceptably small, and future settlement is mitigated to less than 20 mm, with a maximum of 10mm occurring following the track installation. Verification testing to prove that design requirements have been achieved included coring and testing of samples, as well as zone load pressure test. As such the design necessitated a grid of 2.0m diameter DSM columns with target UCS strength of 0.75 MPa. A load transfer platform (LTP) of 0.5m thickness enclosing 2 layers of geogrid was provided on the top of the treated ground to enhance and ensure uniform transfer of the loads.

Oct 31, 2023

By Ryan Nagle, Eric Lindquist, Rob Jameson, Kelli Mccurdy, John Gouchon, Serena Jang

The 200 Park Avenue project is located in the San Francisco Bay Area in the Santa Clara Valley. The Santa Clara Valley is situated at the base of two mountain ranges consisting of the Santa Cruz Mountains on the west and the Diablo Range on the east. More specifically, the project is in downtown San Jose, which was formerly utilized for agricultural production until the technology industry rapidly grew in the 20th century. As a result, downtown San Jose quickly transitioned into a metropolitan area. The project site is located within a portion of a downtown city block and has maximum plan dimensions of about 270 by 220 ft {83 by 67 m) and encompasses about 1.7 acres (0.7 ha). Prior to construction, the site was occupied by an at-grade office building, a parking garage with partial basement and a paved parking lot. The development has recently been completed and comprises a 19-story office tower with four levels of below­grade parking. The basement construc­tion required a 54-58 ft {16-18 m) deep excavation that occupies the entire footprint of the site. The shoring system installation began in December 2019 and mass excavation was completed in September 2020. The construction of the office tower was completed during the summer of 2022.

Jul 1, 2024

By Mriganabh Choudhury, Sanjoy Bhowmik, Sampat Raj, Vijay Panwar

Tanks play a vital role in Petroleum refineries and Petrochemical complexes by storing Petroleum substances at various stages. The performance of the foundation system of tanks significantly influences their overall performance, which is evaluated during hydro-testing and operational phases. This study focuses on assessing the performance of a large-diameter floating roof tank measuring 92 m in diameter and 20 m in height, which exhibited excessive settlements during hydro-testing due to the presence of organic soil patches. The maximum total settlement observed was 238 mm, surpassing the permissible limit of 150 mm. Additionally, differential settlements at specific locations exceeded the acceptable limit of 1 in 500. A comprehensive performance analysis of the tank's foundation system was conducted, leading to the tank's approval for utilization at 100% capacity. Furthermore, remedial measures were proposed to address the uneven levels at the tank periphery and prevent settlements in the future. This paper highlights the significance of location-specific soil investigation data, critical parameters for tank foundation system selection, detailed performance analysis of tank foundations, and suggested remedial measures for distressed foundations. By addressing these crucial factors, the study enhances the understanding of tank foundation systems, ultimately improving the overall performance and reliability of tanks in Petroleum refineries and Petrochemical complexes. Keywords: Storage tanks, Performance analysis, Hydro-test, settlement, Ground improvement

Oct 7, 2024

By Mark Dowling, Robert Holdway, Bill Baillie

Extending the utility of materials through reuse, repurpose and recycling to minimize waste, pollution, water, and the consumption of finite resources, reduce environmental impacts and cut GHG emissions (CO2) are key tenants of the Circular Economy. John Lawrie Tubulars USA conducted a Life Cycle Assessment to calculate the environmental impacts of the repurposing of John Lawrie Tubulars steel pipe products sourced from pipe mill secondary and oil field surplus stockpiles to compare repurposed steel tubulars to those made from prime (new mill) steel throughout their lifecycle. The analysis includes multiple environmental characterization indicators associated with the material processing, on-site operations, supply chain, distribution, and installation of the pipe for foundations. The benefits of repurposed tubulars are consistently beneficial across all environmental indicators when compared to prime steel tubulars. The life cycle analysis results show that for every tonne of steel tubular repurposed there is a 71% - 80% saving of carbon emissions over the use of a prime steel equivalent from cradle to installation. The methodology used in this study will be described, demonstrating the rigor and 3rd party verification process involved in calculating the CO2 emission savings, one of the first of its kind for secondary steel suppliers in North America. With growing pressure on the construction industry to be more resource efficient, and to lower embodied carbon, material reuse strategies are critical to meet targets. This data can be used to demonstrate, and quantify, the environmental impacts and benefits of repurposed tubulars and supports the efficacy of environmental claims and contribution to a circular economy.

Oct 7, 2024

By Jim Glider, Peter Faust, David Joyner, Michael Muchard

The existing, century-old Portal Bridge over the Hackensack River in New Jersey is a two-track moveable swing span bridge that is nearing the end of its functional life. A new fixed bridge with spans of approximately 400 feet will replace the existing bridge. The new Portal North Bridge will continue service to both Amtrak and NJ Transit rail passengers along the Northeast Corridor to an average of 200,000 passengers per day. Each of the four main span piers will be supported by eight, 8-foot diameter drilled shafts. Malcolm Drilling installed all shafts with permanent steel casing through the Soft Clay and Glacial Till layers with a short embedment into competent bedrock using the Oscillator method. Rock sockets below the casing were drilled with conventional drilling tools. Quality assurance included inspection of the shaft base using a MiniSID shaft inspection, the rock socket side walls using a Down-The-Hole Camera and the verticality using Sonic Caliper. In addition, specifications called for integrity testing using Thermal Integrity Profiling (TIP) and Crosshole Sonic Logging (CSL) on each shaft. Tomography analyses of CSL test data and destructive testing by means of concrete coring had also to be employed on the majority of shafts. This paper will highlight the surprises experienced by the project team when the concrete core specimens were evaluated in relation to the non-destructive testing data.

Oct 7, 2024

By Mona M. Fawzy, Ahmed A. Eliwa, Ahmed H. Orabi, Amal E. Mubark, Ebrahim A. Gawad

During the last decades, the growing demand for rare earth elements (REEs) has led to numerous recent studies to recover these elements from various bearing ores and wastes. Therefore, the recovery of REEs from Ras Baroud polymetallic concentrate has been investigated in the current study. Physical beneficiation for the Ras Baroud pegmatite sample was carried out, yielding a concentrate for euxenite (Y), fergusonite (Y), xenotime (Y), monazite (Ce), allanite, thorite, uranothorite, and Hf-zircon, which resulted in raising the concentrations of rare earth elements, Th, Zr, U, and Ti in the sample. Fusion digestion processes with sodium hydroxide were studied using the Conceived Predictive Diagonal (CPD) technique. The three experimental digestion groups proved the dissolution of 99.9, 95.6, 99.9, 52.5, and 0.47% for REEs, Th, U, Ti, and Zr, respectively, under fusion conditions of 723 K, 120 min, 1/1.5 ore/alkali ratio, and − 100-μm particle sizes. Fusion kinetics, isotherms, and thermodynamics were investigated using several suggested models, namely, pseudo reversible first order, uptake general model, and shrinking core model which matched well with the experimental digestion results. Selective recovery of actinide content from REE content of the digested concentrate chloride solutions was accomplished using solvent extraction with di-2-ethyl hexyl phosphoric acid. About 99.9, 99.9, and 4.2% extraction efficiencies for Th, U, and REEs were performed, respectively, using 0.3 mol/L solvent concentration in kerosene as a diluent, 1/2 organic to aqueous ratio, an aqueous pH of 0.2, and 15-min contact time. Thorium and uranium ions were stripped with sulfuric acid solution 2.5 mol/L with 94 and 98% stripping efficiency, respectively. A highly purified REE precipitate was obtained from the raffinate solutions. Zircon mineralization tailings were obtained as a by-product through the alkaline digestion process.

May 4, 2024

By Shanxi Wu, Jialong Li, Haoyu Hu, Jiqing He, Zhaohui Wang, Bochao An, Shenyi Zhang

There are a large number of thick alluvium and thin bedrock deposits at depth in the Henan coal base. The degree of surface mining is high, and the surface environment is seriously damaged. Using indoor experiments, numerical simulation, and field measurement, it is studied the influence of the mechanical properties of thick alluvium on the surface subsidence characteristics of thick alluvium thin bedrock deposits at depth, taking Zhaogu No. 2 coal mine as the research background. The results show that the compressive strength and elastic modulus of the alluvial layer are linearly negatively correlated with the alluvial layer particle size, linearly positively correlated with the confining pressure, and nonlinearly positively correlated with the loading rate. The thickness of the alluvial layer has the greatest influence on the displacement of surface subsidence and the range of surface subsidence. The advancing mining rate of the working face has the greatest influence on the surface horizontal displacement. The mechanical properties of the alluvial layer affect the evolution characteristics of the caving arch and towering roof beam. The influence range of the 11012 working face is about 550 m, β is about 55.5°, and the maximum subsidence rate of the surface is 12 mm/day. The mining process and separation grouting can be adjusted to control the overburden displacement to reduce surface disturbance and protect the surface ecological environment. The research results of this paper can provide a research basis for the study of surface subsidence under similar geological conditions.

Apr 28, 2024

By Yuqi Zhao, Zhiyong Lin, Leiting Shen, Hongyang Wang

Gibbsite-type bauxite is the main material for alumina extraction by Bayer process globally, while the iron in red mud is difficult to use for the high alumina content. Therefore, the efficient separation of iron and alumina is the premise for the resource utilization of red mud. In this work, the separation of iron and alumina in red mud containing 47.45% Fe and 11.58% Al2O3 was studied through reduction roasting followed by magnetic separation. The analysis methods of XRD, VSM, SEM, and EDS were used to investigate the phase transformation of red mud during reduction roasting. Results show that hematite can be firstly reduced into magnetite, and alumogoethite into magnetite and alumina. Then, the magnetite reduction undergoes the process of Fe3O4→FeO→Fe, while alumina can react with FeO to form hercynite. The hercynite is ultimately reduced into metallic iron and alumina at elevated temperature. The specific saturation magnetization of reduced product is closely related to its main minerals, that is, the specific saturation magnetization of magnetite and metallic iron is higher than that of wustite and hercynite. The mass ratio of Fe to Al2O3 in magnetic concentrate increases with roasting temperature, from 4.55 at 600 °C to 10.27 at 1200 °C. Therefore, efficient separation of iron and alumina in red mud could be achieved through deep reduction-magnetic separation.

May 2, 2024

By Li Yuab Chi, Rikard Mäki, Riika M. Ylitalo, Pekka Bergström, Zong‑Xian Zhang, Sunniva Haugen, Anders Sand

The effect of detonator placement on rock fragmentation by blasting was studied in the Kevitsa open-pit mine. Considering rock mass properties, explosives properties, and blast parameters, a comprehensive analysis of 37 production blasts confirms that the middle detonator yields finer fragmentation than the bottom detonator in the full range of investigated sizes. Meanwhile, using the LS-DYNA code, a bench model with a single blasthole was built in a three-dimensional setting. A single detonator placed at two different positions—the middle and bottom—of the explosive column was analyzed in this study. By analyzing principal stress states on the plane through the blasthole axial and vertical to the bench face, the numerical results show that the middle detonator creates a stress concentration area near the bench face characterized by triaxial tension, while the bottom detonator does not. Furthermore, the middle detonator generates a larger stress concentration area with biaxial tension near the bench face than the bottom detonator. Considering that triaxial and biaxial tensions are more favorable to fragmentation than uniaxial tension, it can be concluded from simulation results that these areas with triaxial tension and biaxial tension in the middle detonator are a significant factor contributing to achieving better fragmentation, compared to the bottom detonator. The middle detonator position has replaced the bottom detonator position in the Kevitsa mine.

May 20, 2024

By Jiaqi Jin, Jan D. Miller, Chen‑Luh Lin, Amanda N. Erskine, Shijie Wang

Recovery of metals from coarse ore particles is a great challenge for heap leaching operations of low-grade precious metal resources. Internal fractures of ore particles like micro-cracks can facilitate subsurface transportation of solution inside particles and leaching of valuable minerals. A plant-scale high-pressure grinding roll (HPGR) unit at Coeur Mining’s Rochester mine was operated at selected specific pressures to crush and prepare various products for crack analysis using high-resolution X-ray computed tomography (XCT). 3D shapes of cracks inside ore particles for selected size fractions reveal different damage mechanisms during HPGR crushing regarding particle size and crushing pressure. Close-to-surface cracks formed by abrasion were found in small 2.5 mm particles. Impact cracks with a high aspect ratio were found in particles of larger size and higher HPGR pressure. The volumetric percentage of internal fractures and the specific crack surface areas of selected ore particles are compared to give quantitative conclusions on particle damage by compression during HPGR crushing.

Apr 20, 2024

By Taghi Sherizadeh, Samuel Nowak, Kutay Karadeniz, Paul Brooks, Alper Kirmaci, Mina Esmaeelpour, Dogukan Guner, Gunnar Wurst

As mines continue to deepen and become more expansive, active monitoring of larger volumes of rock mass will become more critical to calibrate numerical simulations and to ensure the safety of underground workers. Monitoring larger volumes of rock mass requires low-cost sensors which are simple in construction and installation. In this study, a novel hybrid optical fiber cable (HOFC) designed for use in distributed optical fiber sensing (DOFS) via grouted boreholes was employed to monitor a bulk mining operation in an underground metal mine. The HOFC was successfully used to monitor approximately 2.7 × 103 m3 of rock mass above excavations surrounding a pillar removal area in which six large pillars were removed simultaneously. A total of six measurement boreholes (maximum depth of 22 m) were used to measure strain along the optical fiber during the pillar removal operation using the HOFC, allowing for 70 individual strain measurement points, which were constructed for under one US dollar each. Monitoring of the excavation area took place over a 44-day period after pillar removal. Extensional strains were noted in the areas closest to the removed pillars, while areas of compression were noted directly above the remaining pillar in the area. The results of the case study demonstrate that a low-cost optical fiber strain sensing network can be rapidly installed in a large excavation area and can provide highly sensitive strain measurements in a manner that would be cost-prohibitive via other methods.

May 13, 2024

By Md Kausar Anik, Ramin Motamed, Peiman Zogh

The earthquakes that occurred in New Zealand and Japan in 2010 and 2011 caused significant damage due to liquefaction. Engineers have adopted various ground improvement techniques to reduce the impact of liquefaction-induced damage, and one of these techniques is installing a sheet pile next to the foundation. However, the optimal depth into a non-liquefiable soil layer for having appropriate fixity of the bottom of the sheet pile remains unclear. To address this issue, a series of moderate-scale 1g shake table tests were conducted to evaluate the effective embedment depth of the sheet pile required to mitigate liquefaction-induced foundation settlement. A 1/5 scaled model consisting of three soil layers with varying densities, namely the crust, liquefiable, and dense layers, was prepared. A shallow foundation was placed over the crust layer and a sheet pile at a horizontal distance of 0.625 times the foundation length from the center of the foundation was inserted into the soil at various embedment depths using the press-in technique. The test results indicated that the foundation settlement could be reduced by 62% and 72% when the sheet pile was embedded to 50% and 100% of the dense layer thickness. It was recommended that the sheet pile be embedded at least 50% of the firm stratum thickness to achieve optimal performance.

Oct 31, 2023

By Joe Welna, Lola Moussey

The Minnesota Department of Transportation (MnDOT) evaluated several concepts to minimize flooding of Trunk Highway 35W (TH35W) near downtown Minneapolis. A deep stormwater storage facility (SSF) was selected for final design. Given the constricted project footprint, open trench excavation construction methods were not feasible, and a top-down construction approach using diaphragm walls (d-walls) was utilized. The SSF is located near the edge of a glacial valley containing glacial and alluvial deposits including cobbles and boulders. Categorizing ground conditions was critical in assessing constructability of the SSF and determining project cost. Multiple phases of geotechnical investigation were conducted including geotechnical borings, geophysical surveys, and pump testing. Obstructions (including cobbles and boulders) were encountered at some of the borings conducted and therefore were anticipated to be encountered during construction. As part of development of a project risk register, it was decided by the Owner that the Contractor should assume no obstructions during d-wall construction, and obstructions encountered during construction would be paid using funds allocated in a project risk pool, which was informed by a Geotechnical Data Report (GDR) and Geotechnical Interpretive Report (GIR). The cells of the structure were successfully completed in 2022 with final completion anticipated for the fall of 2023.

Oct 31, 2023

By Cody Telgheder, Mamoun Laraki

The U.S. Department of Energy (DOE) Hanford Site had a multi-decade career of supporting America’s defense system during World War II and the Cold War. A multi-reactor site, DOE Hanford produced plutonium for atomic weapons and steam for generating electricity. In addition, a network of nuclear facilities was built and used to support the research and development process, like 324 Building contained within the Hanford Site’s 300 Area. In 1989, after closing its doors to plutonium production, the DOE, Environmental Protection Agency (EPA), and Washington State Department of Ecology took on a challenging, legally binding accord to clean up the Hanford Site. As part of the final clean-up project within the 300 Area, CH2M Hill Plateau Remediation Company (CHPRC) contracted Apollo Mechanical Contractors who contracted Nicholson Construction Company (Nicholson) to design and construct an underpinning micropile system to support excavation efforts directly underneath the 324 Building “B-Cell” structure which in turn would facilitate the complete removal of the contaminated soils directly beneath the structure. The work was completed in complex and challenging conditions that required an airtight drilling system, two layers of protective clothing, a hood with a Powered Air Purifying Respirator (PAPR), the use of long reach tools, and continuous radiological monitoring. This paper will address the design, construction, and challenges encountered with underpinning a structure within a highly sensitive Category II nuclear environment.

Oct 31, 2023

By Eric Sturel, Ove Arup, Henry Tayler

One Triton Square was originally a six­storey commercial building with a single level basement located within the Regents Place development near Euston, London. The building was a concrete frame, with steel cores at each corner. The floorplate was approximately 72 x 72 m (236 x 236 ft) with a 36 m (118 ft} wide octagonal central atrium. The original building was well suited for extension due to relatively recent construction standards, high original live load allowances, its large central atrium, generous escape stairs provision and extensive record information. Plant space requirements at basement and rooflevel were maintained. The preferred scheme was the addition of three storeys to the existing six-storey structure and an eight-storey partial infill in the central atrium area, with a further allowance for completely filling in one or two of the lower atrium levels. This allowance was included in the design to offer enhanced flexibility to future tenants. It was clear from an early stage that the foundation load demand would increase to serve the enlarged building area, which increased the existing building floorplate by 70% or 130,000 sq ft (12,100 m2) of commercial space. Maintaining the basement headroom and accessibility for servicing plant would also be important.

Jan 1, 2024

By Joe Heinisch, Trevor Quayle, Brian Huber

Helical piles have often been characterized as handy little tools in the toolbox of solutions for structural support of foundations. They have provided options to construct foundations and anchorage in very challenging locations where more common methods were impractical. The stigma of being efficient for lightly loaded foundations has limited their use as highly loaded deep foundations. This paper will dispel the notion that helical piles are not a deep foundation option for large structures by presenting the case study of a 32-storey building in London, Ontario supported on helical piles. The building was constructed in a downtown location where all the problems associated with deep foundations were present – high water table, vibrations, compressible soil layers, limited access, logistics of soil removal, seismic considerations. These issues all had costs associated with them that helical piles and their installation process would limit or eliminate. This paper will present the detailed solution that helical piles offered the constructor of the new building. The solution included pre-design load testing and analysis of the results. The advantages of using helical piles in this case will also be presented from technical and constructability viewpoints to demonstrate why they should be considered for large structures.

Oct 7, 2024

By Will Frampton, Rachel Salter, Zoe Baldwin, Tim Hampshire

Cementation Skanska were responsible for the design and installation of 200 linear meters of contiguous bored piled retaining wall and approximately 1300 bearing piles for a new commercial arena development in the North of England. Building new retaining walls adjacent to existing infrastructure presents numerous challenges concerning limiting disruption and potential damage to services. The retaining walls formed a partial basement meaning horizontal propping was not practicable. To provide time and cost saving to the project, Cementation Skanska developed a novel, space saving solution to traditional raking temporary propping of the retaining walls. The contiguous wall was propped in the temporary condition by perpendicular secant piled buttresses positioned to avoid the permanent works. The buttresses were constructed from existing ground level simplifying the construction sequence by negating the requirement for additional temporary works associated with conventional propping systems. This paper describes the design and construction of the buttress wall solution, considering retained heights up to 8m, with challenging ground conditions including worked coal seams. The design considered onerous deflection criteria focussing on the services running under the dual carriageway along the East of the site and complex loading conditions from the permanent propping solution resulting in a prop stiffness envelope. The paper will detail the design process for the buttress piles and contiguous piled wall, and the iterative prop stiffness approach utilising Plaxis 2D & Geosolve Wallap. This innovative approach to propping saved the project time and cost by omitting the need for additional temporary works following construction of the wall piles and allowing berms to be removed much earlier. This solution was also considered safer to operatives than raking props. Monitoring was undertaken during the excavation phase of the project and measured deflections were below those predicted during the design process, which could create efficiencies on future projects.

Oct 31, 2023

By D. Bugarin, V. Kecojević, A. Cvjetić, N. Stanić, M. Gomilanović, L. Žujović, T. Stanković

In addition to unfavourable weather and working conditions, incidents and injuries in the mining industry are not uncommon. Factors such as extreme weather conditions, heavy machinery, and unstable terrain make mining a high-risk occupation. To mitigate these risks, there is a growing need for ongoing improvements in employee safety protocols and training programmes. This paper presents a conceptual framework aimed at enhancing the safety training of employees working in surface mining operations. The proposed solution integrates virtual reality and “serious games” as innovative tools to improve safety awareness and preparedness among mine workers. Specifically, a serious game was developed in two versions: a desktop application and a fully immersive virtual reality experience, both using the Unity3D game engine. These applications are designed to simulate real-life mining environments and address various workplace safety scenarios, offering employees an interactive and engaging way to practice their responses to potential hazards. The use of serious games and virtual reality allows for a deeper level of engagement in training, helping workers to retain critical safety information while reducing the risks associated with traditional on-site training methods.

Jul 3, 2026

By T. Chauke, J. M. Maponya, I. P. Dikgwatlhe

Accurate mineral resource estimation is crucial for optimising mining operations, reducing financial risks, and ensuring efficient resource utilisation. Various spatial modelling techniques have been developed to estimate ore grades and geological continuity, among which radial basis function interpolation and sequential Gaussian simulation are widely used. This review paper provides a comparative analysis of these two methods, examining their theoretical foundations, applications, strengths, and limitations in mineral resource estimation. Radial basis function is a deterministic interpolation method that models spatial relationships based on radial distance functions, making it effective for capturing smooth geological trends. Although kriging techniques have historically dominated the mining sector, new developments have brought to light their shortcomings, especially when handling sparse datasets and grade uncertainty. The paper examined case examples that demonstrate the usefulness of radial basis function and sequential Gaussian simulation in estimating mineral resources, with an emphasis on how they can model grade distributions, measure uncertainty, and maximise financial results. There is a substantial study gap dealing with the comparison of both methods; despite their respective advantages, a head-to-head comparison of radial basis function and sequential Gaussian simulation is still not well-studied. Their relative advantages, computational effectiveness, and compatibility with other geostatistical methods should all be assessed in future research. Guidelines for selecting estimating techniques based on geological conditions and project objectives are given to practitioners. The review emphasises how geostatistical techniques must be continuously improved to improve resource estimation precision and facilitate well-informed mining sector decision-making.

Jul 3, 2026