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Study on an Online Vibration Measurement System for Seismic Waves Caused by Blasting for Mining in Vietnam 越南矿山爆破地震波在线振动测量系统的研究
IF 0.8 Q3 MINING & MINERAL PROCESSING Pub Date : 2021-04-01 DOI: 10.22044/JME.2021.10677.2028
H. Dao, T. L. Pham, N. P. Hung
Blasting has become a crucial work in mining operation. However, it produces high-intensity seismic waves which cause some serious troubles such as injure people, fly-rock, cracking, breaking and reducing the lifetime of adjacent buildings. In Vietnam, there have been many conflicts between residents and government about the compensation policy for these damages. The solution is proposed, in which a similar explosion is made and an instantaneous concussion meter is used to record the magnitude of the generated shock wave. The results received from this operation will be used to determine the effects of mining blast. In fact, that is an incorrect method because just by changing the type of explosives, the order, the explosives, etc., the shock wave will be significantly reduced. Nothing is ensured that another explosion causing a shock wave amplitude will not occur in the future. To solve this problem, this paper presents an online seismic wave monitoring system operating 24/24h, to transmit the recorded signal to an independent server located around the boundary of the mine. On the basis of the mechanism of generating explosive waves and the recording mechanism of shock waves, the authors have built a program to store records according to the permissible influence of Vietnam Standard and Circular 32/2019/TT- Vietnam Board of Directors.
爆破已成为采矿作业中的一项重要工作。然而,它会产生高强度的地震波,造成一些严重的问题,如伤人、飞石、开裂、断裂和缩短相邻建筑物的使用寿命。在越南,居民和政府之间就这些损失的赔偿政策发生了许多冲突。提出了一种解决方案,即进行类似的爆炸,并使用瞬时冲击仪记录产生的冲击波的大小。该操作的结果将用于确定采矿爆破的影响。事实上,这是一种不正确的方法,因为只要改变炸药的类型、顺序、炸药等,冲击波就会显著减少。无法确保未来不会发生另一次导致冲击波振幅的爆炸。为了解决这个问题,本文提出了一个全天候运行的在线地震波监测系统,将记录的信号传输到位于矿山边界附近的独立服务器。在爆炸波产生机制和冲击波记录机制的基础上,作者根据《越南标准》和第32/2019/TT号通知——越南董事会的允许影响,建立了一个存储记录的程序。
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引用次数: 2
Monte Carlo Simulation-Based Uncertainty Integration into Rock Particle Shape Descriptor Distributions 基于蒙特卡罗模拟的岩石颗粒形状广义分布不确定性集成
IF 0.8 Q3 MINING & MINERAL PROCESSING Pub Date : 2021-04-01 DOI: 10.22044/JME.2021.10472.1997
K. S. Shah, Mohd Hazizan bin Mohd Hashim, K. Ariffin
The particles within the rock samples are present in extensive ranges of shapes and sizes, and their characterization and analysis exist with a considerable diversity. The prior research works have appraised the significance of the particle shape types and their effects on the geotechnical structures and deficiencies by evaluating the uncertainty-related rock particle shape descriptors (PSDs). In this work, the Monte Carlo simulation (MCS) is used in order to present a framework to integrate the inherent uncertainty associated with PSDs. A tabletop microscope is used to measure the primary particle shape distribution for the sandstone samples. An open-source processing tool, ImageJ, is used in order to analyze PSDs. The probabilistic distribution of PSDs is acquired using MCS according to the relative frequency histogram of the input parameters. Additionally, a probabilistic sensitivity analysis is performed in order to evaluate the importance of the input parameters in PSDs. The sensitivity analysis results demonstrate that the major axis and area are the most influential parameters involved. The simulation results obtained have revealed that the proposed framework is capable of integrating the inherent uncertainties related to the particle shape.
岩石样本中的颗粒具有广泛的形状和大小,其特征和分析具有相当大的多样性。先前的研究工作通过评估与不确定性相关的岩石颗粒形状描述符(PSD)来评估颗粒形状类型的重要性及其对岩土结构的影响和不足。在这项工作中,使用蒙特卡罗模拟(MCS)来提供一个框架来集成与PSD相关的固有不确定性。使用台式显微镜测量砂岩样品的初级颗粒形状分布。为了分析PSD,使用了一个开源处理工具ImageJ。根据输入参数的相对频率直方图,使用MCS来获取PSD的概率分布。此外,还进行了概率灵敏度分析,以评估PSD中输入参数的重要性。灵敏度分析结果表明,主轴和面积是影响最大的参数。模拟结果表明,所提出的框架能够整合与颗粒形状相关的固有不确定性。
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引用次数: 3
A Probabilistic Approach for Prediction of Drilling Rate Index using Ensemble Learning Technique 基于集成学习技术的钻速指标概率预测方法
IF 0.8 Q3 MINING & MINERAL PROCESSING Pub Date : 2021-04-01 DOI: 10.22044/JME.2021.10689.2030
M. Kamran
Drillability is one of the significant issues in rock engineering. The drilling rate index (DRI) is an important tool in analyzing the drillability of rocks. Several efforts have been made by the researchers to correlate and evaluate DRI of rocks. The ensemble learning methods including the decision tree (DT), adaptive boosting (AdaBoost), and random forest (RF) are employed in this research work in order to predict DRI of rocks. A drillability database with four parameters is compiled in this work. A relationship between the input parameters and DRI is established using the simple regression analysis. In order to train the model, different mechanical properties of rocks incorporating the uniaxial compressive strength (UCS), Brazilian tensile strength (BTS), brittleness test (S20), and sievers’ J-miniature drill value (Sj) are taken as the input variables. The original DRI database is randomly divided into the training and test sets with an 80/20 sampling method. Various algorithms are developed, and consequently, several approaches are followed in order to predict DRI of the rock samples. The model performance has revealed that RF predicts DRI with a high accuracy rate. Besides, the Monte Carlo simulations exhibit that this approach is more reliable in predicting the probability distribution of DRI. Therefore, the proposed model can be practiced for the stability risk management and the investigative design of DRI.
可钻性是岩石工程中的一个重要问题。钻速指数是分析岩石可钻性的重要工具。研究人员已经做出了一些努力来关联和评估岩石的DRI。本研究采用了包括决策树(DT)、自适应提升(AdaBoost)和随机森林(RF)在内的集成学习方法来预测岩石的DRI。本文编制了一个包含四个参数的可钻性数据库。使用简单回归分析建立了输入参数和DRI之间的关系。为了训练模型,将岩石的不同力学性能(包括单轴抗压强度(UCS)、巴西抗拉强度(BTS)、脆性试验(S20)和sievers的J微型钻孔值(Sj))作为输入变量。原始DRI数据库采用80/20抽样方法随机分为训练集和测试集。开发了各种算法,因此,采用了几种方法来预测岩石样本的DRI。模型性能表明,RF以高准确率预测DRI。此外,蒙特卡罗模拟表明,该方法在预测DRI的概率分布方面更可靠。因此,该模型可用于DRI的稳定性风险管理和研究设计。
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引用次数: 11
Calculation of Optimum Soil Conditioning in EPB Tunneling (Case Study: Ahwaz Metro Project, Line 1) 土压平衡隧道施工中最佳土壤条件的计算(案例研究:Ahwaz地铁1号线项目)
IF 0.8 Q3 MINING & MINERAL PROCESSING Pub Date : 2021-04-01 DOI: 10.22044/JME.2021.10664.2025
H. Masoumi, A. Abdollahipour, Kh. Baghernia
Determination of the optimum soil conditioning parameters in the earth pressure balance-tunnel boring machines (EPB-TBMs) plays an important role in reaching an optimum thrust force and advance speed. Silty-clay (CL-ML) in line 1 of the Ahwaz metro project is used in order to find the conditioning parameters of slumps with different water contents and foam agents. The results obtained are a quantitative comparison between the parameters with different soil conditioning and water contents. Hence, the test results can be used to determine the most economical and technical conditioning parameters for a special condition of soil. The optimum quantity of foam expansion ratio (FER), foam injection ratio (FIR), percent ratio between the surfactant agent and the water volume (Cf), and cost for foam in this soil (based on the soil conditioning production cost) are 10, 157%, 2.07, 248 units, respectively. Soil conditioning with the optimum parameters obtained are tested in a TBM in two stages during excavation of 140 rings. This results in a lower soil conditioning cost and almost 40% higher advance speed.
土压平衡式隧道掘进机中最佳土体调节参数的确定对获得最佳推进力和推进速度具有重要意义。以阿瓦士地铁1号线粉粘土(CL-ML)为研究对象,寻找不同含水率和不同发泡剂对滑塌的调理参数。所得结果是对不同土壤条件和含水量条件下各参数的定量比较。因此,试验结果可用于确定特殊土壤条件下最经济、最技术的调节参数。泡沫膨胀比(FER)、泡沫注入比(FIR)、表面活性剂与体积的百分比比(Cf)和泡沫成本(基于土壤调节生产成本)的最佳用量分别为10、157%、2.07、248单位。在掘进机上分两阶段对140个环的开挖过程进行了土壤调节试验。这降低了土壤调节成本,推进速度提高了近40%。
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引用次数: 0
An Exploration Model for A Gold Deposit in Kervian Area, Kurdistan Province, Iran, using a Combination of Geophysical Results with Geological Information and Other Exploratory Data 伊朗库尔德斯坦Kervian地区某金矿物探与地质信息及其他勘探数据结合的找矿模式
IF 0.8 Q3 MINING & MINERAL PROCESSING Pub Date : 2021-04-01 DOI: 10.22044/JME.2021.10403.1989
S. N. Ghoshebolagh, A. K. Rouhani, A. Amiri, H. Bizhani
As many gold deposits are associated with sulfide zones, and the direct exploration of gold deposits using the geophysical methods is very difficult due to its low amount in the sub-surface, the direct exploration of sulfide zones by the geophysical electrical resistivity and induced polarization (IP) methods may lead to the indirect exploration of gold deposits. The gold deposit in the Kervian area is located in the Kurdistan shear zone, and is directly related to the sulfide, silica, and carbonate alteration units. After acquiring the resistivity and IP data, 2D modeling of the data is made in order to indirectly identify the gold-bearing zones in the surveyed area. As some of the identified geophysical anomalies indicating the sulfide zones may not be associated with the economic amounts of gold, in order to obtain an exploration pattern for the gold deposit in the studied area, a combination of the geophysical data modeling and interpretation results with the geological information and other exploratory data is used to reduce the uncertainty in identifying the gold-bearing zones in the studied area. Thus, modeling and interpretation of the geophysical data lead to identify the sub-surface anomalies as the locations of possible gold mineralization in the area, and then the drilling points are suggested in the area. Considering the geological studies and chemical analysis of the samples taken from the drilled boreholes crossing some of the geophysical anomalies, we conclude that the geophysical anomalies occurring inside the phyllite and carbonate units in the area can contain an economic amount of gold, and thus are recommended as the top priority for further exploration.
由于许多金矿床与硫化物带伴生,而地球物理方法直接找矿由于其地下储量少,找矿难度大,利用地球物理电阻率和感应极化(IP)方法直接找矿可能导致间接找矿。Kervian地区金矿位于库尔德斯坦剪切带,与硫化物、硅质和碳酸盐蚀变单元直接相关。在获得电阻率和激电数据后,对数据进行二维建模,以间接识别测区含金带。由于已识别的部分硫化物带物探异常可能与金矿经济蕴藏量无关,为了获得研究区金矿床的找矿模式,将物探数据建模与解释结果与地质信息及其他勘探数据相结合,降低了研究区含金带找矿的不确定性。通过对地球物理资料的建模和解释,确定了地下异常为该区可能的金矿化位置,并提出了该区的钻孔点。通过对穿越部分地球物理异常的钻孔样品的地质研究和化学分析,认为该区千层岩和碳酸盐岩单元内的地球物理异常具有一定的经济含金量,建议作为下一步勘查的优先方向。
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引用次数: 0
Evaluation of Underground Mineable Reserve in Presence of Grade and Commodity Price Uncertainties 存在品位和商品价格不确定性的地下可开采储量评价
IF 0.8 Q3 MINING & MINERAL PROCESSING Pub Date : 2021-03-15 DOI: 10.22044/JME.2021.10301.1974
M. Shenavar, M. Ataee-Pour, M. Rahmanpour
The uncertainty-based mine evaluation and optimization have been regarded as a critical issue. However, it has received less attention in the underground mines than in the open-pit mines due to the diversity of the underground mining methods, and the underground mining parameters' complexity. The grade and commodity price uncertainties play essential roles in mining projects. Mine planning by not incorporating these uncertainties is accompanied by risks. The evaluation and risk assessment of the mine plans is possible through evaluating the mineable reserve in the presence of such uncertainties. In the present work, we evaluate the effects of grade and commodity price uncertainties on the underground mining stope optimization and the resultant mineable reserve. In this regard, the stope boundary is studied both deterministically and stochastically in the presence of the grade and price uncertainties. For this purpose, in this work, we implement the conditional simulation in order to generate equally probable ore reserve models. Furthermore, we optimize the stope boundary using the floating-stope algorithm in each realization. Several decision support criteria including the 'mineable reserve,' 'metal-content,' 'profit,' and 'value-at-risk' are defined to assist the decision-maker in uncertain conditions. Finally, a procedure is defined in order to consider two types of uncertainty sources simultaneously in underground mining. It will guide the decision-maker toward the most appropriate stope boundary that best fits the mining company's requirements. The procedure is implemented in a bauxite mine, and the optimal stope boundary is determined concerning the different criteria.
基于不确定性的矿山评估和优化一直被认为是一个关键问题。然而,由于地下采矿方法的多样性和地下采矿参数的复杂性,它在地下矿山比在露天矿山受到的关注更少。品位和商品价格的不确定性在采矿项目中起着至关重要的作用。不考虑这些不确定性的矿山规划伴随着风险。在存在这种不确定性的情况下,通过评估可开采储量,可以对矿山计划进行评估和风险评估。在本工作中,我们评估了品位和商品价格的不确定性对地下采矿采场优化和由此产生的可采储量的影响。在这方面,在存在品位和价格不确定性的情况下,对采场边界进行了确定性和随机性研究。为此,在这项工作中,我们实现了条件模拟,以生成同样可能的矿石储量模型。此外,在每次实现中,我们都使用浮动采场算法来优化采场边界。定义了几个决策支持标准,包括“可开采储量”、“金属含量”、“利润”和“风险价值”,以在不确定的条件下帮助决策者。最后,定义了一个程序,以便在地下采矿中同时考虑两种类型的不确定性源。它将引导决策者找到最适合采矿公司要求的最合适的采场边界。该程序在铝土矿中实施,并根据不同的标准确定了最佳采场边界。
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引用次数: 0
Highest-Level Implementation of the Push–Relabel Algorithm to Solve the Ultimate Pit Limit Problem 解决终极坑限问题的推重标签算法的最高级实现
IF 0.8 Q3 MINING & MINERAL PROCESSING Pub Date : 2021-03-15 DOI: 10.22044/JME.2021.10481.1999
Mehdi Talaei, Amin Mousavi, A. Sayadi
Nowadays due to the existence of the economic and geological uncertainties and the increasing use of scenario-based project evaluation in the design of open-pit mines, it is necessary to find an exact algorithm that can determine the ultimate pit limit in a short period of time. Determining the ultimate pit limit is an important optimization problem that is solved to define what will be eventually extracted from the ground, and directly impacts the mining costs, revenue, choosing mining equipment, and approximation of surface infrastructures outside the pit. This problem is solved in order to maximize the non-discounted profit under the precedence relation (access) constraints. In this paper, the Highest-Level Push-Relabel (HI-PR) implementation of the push–relabel algorithm is discussed and applied in order to solve the ultimate pit limit optimization problem. HI-PR uses the highest-label selection rule, global update, and gap heuristics to reduce the computations. The proposed algorithm is implemented to solve the ultimate pit limit for the nine real-life benchmark case study publicly available on the Minelib website. The results obtained show that the HI-PR algorithm can reach the optimum solution in a less computational time than the currently implemented algorithms. For the largest dataset, which includes 112687 blocks and 3,035,483 constraints, the average solution time in 100 runs of the algorithm is 4 s, while IBM CPLEX, as an exact solver, could not find any feasible solution in 24 hours. This speeding-up capability can significantly improve the current challenges in the real-time mine planning and reconciliation, where fast and reliable solutions are required.
目前,由于经济和地质不确定性的存在,以及基于场景的项目评估在露天矿设计中的应用越来越多,有必要找到一种能够在短时间内确定最终矿坑极限的精确算法。最终矿坑边界的确定是一个重要的优化问题,它决定了最终将从地下开采出什么,并直接影响到开采成本、收益、采矿设备的选择以及矿坑外地面基础设施的近似。在优先关系(访问)约束下,求解非贴现利润最大化问题。本文讨论了推重标算法的最高级推重标(HI-PR)实现,并将其应用于解决最终坑限优化问题。HI-PR使用最高标签选择规则、全局更新和间隙启发式来减少计算量。提出的算法是为了解决Minelib网站上公开的九个现实生活基准案例研究的最终坑限制。结果表明,与现有算法相比,该算法可以在更短的计算时间内得到最优解。对于包含112687块和3,035,483个约束的最大数据集,算法100次运行的平均求解时间为4 s,而IBM CPLEX作为精确求解器,在24小时内无法找到任何可行的解。这种加速能力可以大大改善当前在实时矿山规划和协调方面的挑战,在这些方面需要快速可靠的解决方案。
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引用次数: 0
Semi-analytical study on the settlement of two interfering foundations placed on a slope 斜坡上两个干扰地基沉降的半解析研究
IF 0.8 Q3 MINING & MINERAL PROCESSING Pub Date : 2021-02-20 DOI: 10.22044/JME.2021.10509.2001
Hadi Haghgouei, A. Kargar, M. Khosravi, M. Amini
In many engineering constructions, the foundations should be built adjacent to each other. Therefore, the effect of interfering of close foundations should be considered in the design stage. In this research work, the effect of interference of closely separated foundations resting on a slope on the elastic settlement is investigated by considering a semi-analytical solution. The distribution of stress due to the footing pressure in the slope is computed by a proposed Airy stress function, and then by employing the finite difference scheme, the displacement of the footings is calculated. The results obtained show that by increasing the distance between the foundations, the interference influence on the ratio of settlement will be diminished. However, this behavior is highly linked to the slope characteristics. For a slope with a height of 10 times of footing width, beyond an S/B ratio larger than 10, the effect of interference is not tangible, and the footings behave like an isolated foundation. By decreasing the slope height, this behavior will occur at a lower S/B.
在许多工程建设中,基础应彼此相邻建造。因此,在设计阶段应考虑紧密基础的干扰效应。本文采用半解析解的方法,研究了边坡上紧密分离地基的干涉对弹性沉降的影响。通过提出的Airy应力函数计算了边坡中由基础压力引起的应力分布,然后采用有限差分格式计算了基础的位移。结果表明,增大地基间距可以减小干涉对沉降比的影响。然而,这种行为与坡度特性密切相关。对于高度为基础宽度10倍的边坡,当S/B大于10时,干涉影响不明显,基础表现为孤立基础。通过降低坡高,这种行为将在较低的S/B下发生。
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引用次数: 2
Numerical Stability Analysis of Undercut Slopes Evaluated by Response Surface Methodology 响应面法评价下切边坡的数值稳定性分析
IF 0.8 Q3 MINING & MINERAL PROCESSING Pub Date : 2021-01-01 DOI: 10.22044/JME.2020.10199.1957
Hassan Sarfaraz, M. Khosravi, T. Pipatpongsa
One of the most important tasks in designing the undercut slopes is to determine the maximum stable undercut span to which various parameters such as the shear strength of the soil and the geometrical properties of the slope are related. Based on the arching phenomenon, by undercutting a slope, the weight load of the slope is transferred to the adjacent parts, leading to an increase in the stability of the slope. However, it may also lead to a ploughing failure on the adjacent parts. The application of counterweight on the adjacent parts of an undercut slope is a useful technique to prevent the ploughing failure. In other words, the slopes become stronger as an additional weight is put to the legs; hence, the excavated area can be increased to a wider span before the failure of the slope. This technique could be applied in order to stabilize the temporary slopes. In this work, determination of the maximum width of an undercut span is evaluated under both the static and pseudo-static conditions using numerical analyses. A series of tests are conducted with 120 numerical models using various values for the slope angles, the pseudo-static seismic loads, and the counterweight widths. The numerical results obtained are examined with a statistical method using the response surface methodology. An analysis of variance is carried out in order to investigate the influence of each input variable on the response parameter, and a new equation is derived for computation of the maximum stable undercut span in terms of the input parameters.
下切边坡设计中最重要的任务之一是确定与土体抗剪强度和边坡几何特性等参数有关的最大稳定下切跨度。基于拱拱现象,通过开挖边坡,将边坡的自重荷载传递到相邻部位,从而提高边坡的稳定性。然而,它也可能导致相邻部分耕作失败。在下切边坡相邻部分施加配重是防止犁耕破坏的有效技术。换句话说,当腿部承受额外的重量时,斜坡会变得更强;因此,在边坡破坏之前,可以将开挖面积扩大到更大的跨度。该技术可用于稳定临时边坡。在这项工作中,利用数值分析评估了在静力和拟静力条件下下切跨的最大宽度的确定。采用不同的坡角、拟静力地震荷载和配重宽度,对120个数值模型进行了一系列试验。用响应面法对所得数值结果进行了统计检验。为了研究各输入变量对响应参数的影响,进行了方差分析,推导出了基于输入参数计算最大稳定下切跨度的新方程。
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引用次数: 1
Evaluation of Fractal Variance-Distance Model in Identifying Geochemical Anomalies of Calamine Mehdiabad Mining Complex, Central Iran 分形方差-距离模型在伊朗中部Mehdiabad炉甘石矿地球化学异常识别中的评价
IF 0.8 Q3 MINING & MINERAL PROCESSING Pub Date : 2021-01-01 DOI: 10.22044/JME.2020.10215.1960
N. Sadrmohammadi, R. Mehrnia, K. Rezaei, S. Kadioglu, M. Honarvar
In this paper, a power-law relation modeling called the vario-fractal model is introduced in order to understand the discrepancies between the linear and non-linear distribution of the elements and its application for mineral exploration in the calamine Zn-Pb ore-deposit. From a hypothetical viewpoint, since geochemical zonation of the supra- and sub-ore elements is a crucial evaluation criterion for concealed/underlying mineralization potentials, this hypothesis can be tested by delineating the fractal surfaces of elements as the geometric evidence of primary geochemical zonation of elements in the calamine mine. A comparison of the linear regression results with the Poisson distribution coefficients indicate the relative tendency of the elements towards a non-linear distribution. Therefore, a logarithmic equation derived from the variance-distance relationship (power-law) is used here for the delineation of fractal surfaces of elements as the geometric features related to proper self-organized distributions. In this research work, the vario-fractal expression of geochemical zonation has trace-element tendencies to the non-linear distribution. The results obtained show that the calamine’s fractional surfaces are mostly of self-organized types, situated at 2 < FD < 3 as "real fractal surfaces", although 3 of the elements appear in the quasi-fractal populations called "near Brownies” here. Moreover, the calamine’s fractal surfaces can be extended throughout the anomalous regions or may be distributed as limited types of the finalized model, which is a fractal-based pattern of geochemical zonation of the elements for evaluation of the hypogenic mineralization potential and has been prioritized to 6 target-areas containing 10 elements with real fractal surfaces and 3 more at near Brownies and then validated by the mineralogical evidence.
为了认识炉甘石铅锌矿元素线性与非线性分布的差异,提出了一种幂律关系模型——变分形模型,并将其应用于找矿。从假设的角度出发,由于矿上和矿下元素的地球化学分带性是判断隐伏/下伏成矿潜力的重要标准,因此可以通过圈定元素分形面作为炉石矿元素地球化学分带性的几何证据来验证这一假设。线性回归结果与泊松分布系数的比较表明,各元素的相对分布倾向于非线性分布。因此,从方差-距离关系(幂律)导出的对数方程在这里用于描述元素的分形表面作为与适当的自组织分布相关的几何特征。在本研究中,地球化学分带的变分形表达具有微量元素向非线性分布的趋势。结果表明:炉甘石的分数形面多为自组织型,位于2 < FD < 3处为“实分形面”,其中3个元素出现在拟分形种群中,称为“近布朗尼”。炉山石的分形面可以扩展到整个异常区域,也可以作为最终模型的有限类型分布,这是一种基于分形的元素地球化学分带模式,用于深部成矿潜力评价,并优先选择了6个含10个元素的真实分形面靶区和3个在布朗尼附近的分形面靶区,并通过矿物学证据进行了验证。
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引用次数: 0
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