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EA SURFACE PALEOPRODUCTIVITY RECONSTRUCTION BASED ON FORAMINIFERAL ACCUMULATION RATE IN THE WESTERN SAVU STRAIT SINCE THE LAST GLACIAL MAXIMUM (~23 KA BP) 末次盛冰期(~23 ka bp)以来萨武海峡西部有孔虫堆积速率的Ea表层古生产力重建
IF 1.3 Q2 Earth and Planetary Sciences Pub Date : 2023-01-01 DOI: 10.17794/rgn.2023.1.14
R. D. Ardi, A. Aswan, K. Maryunani, E. Yulianto, P. Putra, S. H. Nugroho
Despite its importance, sea surface paleoproductivity of the western Savu Strait is not well studied. Results from previous studies at the nearby Southwest Sumba and Sumba Strait might not be applicable due to the oceanographic difference. Foraminiferal proxies from gravity core ST10 were applied to generate sea surface paleoproductivity and thermocline depth reconstruction. Foraminiferal Accumulation Rate and Benthic Foraminiferal Accumulation Rate were used as paleoproductivity proxies while the thermocline dwellers’ relative abundance was applied as the thermocline depth proxy. This study suggested paleoproductivity increase during the Last Glacial Maximum (LGM)–~16 ka BP and Holocene (after ~11.65 ka BP) in the western Savu Strait. Thermocline depth was relatively shallower during the LGM–Last Deglaciation and became deeper afterwards. Paleoproductivity increase at LGM–~16 ka BP was caused by the Australian-Indonesian winter monsoon (AIWM)-like condition, characterized by intense coastal upwelling while the Holocene paleoproductivity increase was related to the abrupt rainfall increase which enhanced terrestrial/riverine input. Thermocline depth variability in the western Savu Strait is in-phase with thermocline depth variability in the Java upwelling region, characterized by a shallower thermocline during the LGM–Last Deglaciation (before ~11.65 ka BP) and a deeper thermocline during the Holocene (after ~11.65 ka BP). This thermocline depth shifting indicates a strong Australian-Indonesian Monsoon (AIM) influence on the paleoceanography of the western Savu Strait since LGM.
尽管萨武海峡西部的海面古生产力具有重要意义,但目前对其研究还不够深入。先前在附近的西南松巴海峡和松巴海峡进行的研究结果可能由于海洋学的差异而不适用。利用ST10重力岩心有孔虫代用物进行了海表古生产力和温跃层深度重建。以有孔虫积累率和底栖有孔虫积累率作为古生产力指标,以温跃层生物相对丰度作为温跃层深度指标。研究表明,萨武海峡西部的古生产力在末次盛冰期(LGM) - ~16 ka BP和全新世(~11.65 ka BP之后)期间有所增加。在lgm -末次消冰期,温跃层深度相对较浅,之后逐渐变深。LGM - ~16 ka BP古生产力的增加是由澳大利亚-印度尼西亚冬季风(AIWM)样条件引起的,其特征是强烈的海岸上升流,而全新世古生产力的增加与降雨量的突然增加有关,增加了陆地/河流的输入。萨武海峡西部的温跃层深度变化与爪哇上升流区的温跃层深度变化相一致,表现为lmg -末次脱冰期(~11.65 ka BP之前)的温跃层较浅,全新世(~11.65 ka BP之后)的温跃层较深。这种温跃层深度变化表明,自LGM以来,澳大利亚-印度尼西亚季风(AIM)对萨武海峡西部的古海洋学有强烈的影响。
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引用次数: 1
POTTERY TECHNOLOGY THROUGH TIME: ARCHAEOMETRY OF POTTERY AND CLAYEY RAW MATERIAL FROM THE MULTI-PERIOD SITE IN EASTERN CROATIA 跨越时间的陶器技术:来自克罗地亚东部多时期遗址的陶器和粘土原料的考古测量
IF 1.3 Q2 Earth and Planetary Sciences Pub Date : 2023-01-01 DOI: 10.17794/rgn.2023.2.1
Natali Neral, Andreja Kudelić, A. Maričić, Marta Mileusnić
Consideration of multiperiod archaeological sites to understand the mechanisms of large-scale cultural changes is still a very rare research topic in Croatia. Technological traditions are of great importance, especially in the context of considering continuity, innovation, and change. In this paper, we used an archaeometric approach to investigate pottery technology. Therefore, this article presents an analysis of petrography and mineralogy of archaeological ceramics and potential raw materials collected in the vicinity of the multi-period archaeological site (the Neolithic through the Medieval period) Jagodnjak-Krčevine located in eastern Croatia, i.e. the south-western part of the Pannonian Basin. The primary goal is to determine what kind of clay recipe (clay and temper) potters used to make vessels in order to better understand their variability in the context of techno-functional features. The additional objective is to examine the availability and quality of clays for pottery production and to study their distribution in the local landscape. The analytical methods applied in the research are optical microscopy, X-ray diffraction, and grain size analysis. The comparison of archaeological ceramics with clayey materials established that ancient potters used locally available clays, and the selection of temper material added to the clay represents a strong element of techno-tradition, which is more pronounced for prehistoric communities. Furthermore, these results represent the first research in Croatia focused on a discussion about distances that potters travelled to obtain their resources in the different periods of the past, which can contribute to the study of a regional system of production and landscape use.
考虑多时期的考古遗址,以了解大规模文化变化的机制,在克罗地亚仍然是一个非常罕见的研究课题。技术传统是非常重要的,特别是在考虑连续性、创新和变化的背景下。在本文中,我们使用考古方法来研究陶器技术。因此,本文对多时期考古遗址(新石器时代到中世纪时期)jagodnjak - kr evine附近收集的考古陶瓷和潜在原材料的岩石学和矿物学进行了分析,该遗址位于克罗地亚东部,即潘诺尼亚盆地的西南部。主要目标是确定陶工使用哪种粘土配方(粘土和回火)来制作容器,以便更好地了解它们在技术功能特征背景下的可变性。另一个目标是检查陶器生产粘土的可用性和质量,并研究它们在当地景观中的分布。研究中应用的分析方法有光学显微镜、x射线衍射和粒度分析。考古陶瓷与粘土材料的比较表明,古代陶工使用当地可用的粘土,而在粘土中添加回火材料的选择代表了一种强烈的技术传统元素,这在史前社会中更为明显。此外,这些结果代表了克罗地亚首次集中讨论过去不同时期制陶工人为获取资源所走的距离的研究,这有助于研究区域生产系统和景观利用。
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引用次数: 0
EFFECT OF IGS BASELINE LENGTH ON GNSS POSITIONING ACCURACY igs基线长度对GNSS定位精度的影响
IF 1.3 Q2 Earth and Planetary Sciences Pub Date : 2023-01-01 DOI: 10.17794/rgn.2023.3.7
Tarek A. Mohamed, Mohamed A. Yousef, Mustafa K. Alemam, Y. Mostafa
Since the establishment of the International GNSS Service (IGS) stations, they have been used as control stations for assigning the Precise point positioning (PPP) positions using one Global Navigation Satellite System (GNSS) receiver, which has increased from day-to-day. There are some factors affecting the accuracy of PPP positioning. This research aims to investigate the relation between the IGS distance and observed field points as well as to attempt to describe that relation mathematically/statically. For the realization of that aim, two field points are fixed inside the Assiut University campus and observed successively for a session of 24 hour observation. The position of each field point is assigned with the help of each one of the available IGS station products. It must be known that these products are found after observations in three files (IGU, IGR, and final IGS), whereas IGU is used directly as real-time data (ultra-rapid), IGR (rapid) is used through (17-41 hours) after observation, and (final IGS) used after 12 – 18 days. Coordinates and point errors of each field points are computed and represented. It has been found that the errors have a positive relation with the available IGS stations distances. The relation between these distances and point positioning errors have been represented and described according to a model. The accuracy of the presented model is (R ≅ .98, x2 ≅ 2.5 × 10-3).
自国际GNSS服务(IGS)站建立以来,它们一直被用作使用一个全球导航卫星系统(GNSS)接收器分配精确点定位(PPP)位置的控制站,这是从日常增加的。影响PPP定位精度的因素有很多。本研究旨在探讨IGS距离与观测场点之间的关系,并试图用数学/静态方法描述这种关系。为了实现这一目标,在Assiut大学校园内固定了两个现场点,并连续观察了24小时。利用每个可用的IGS站产品来分配每个场点的位置。必须知道,这些产品是在三个文件(IGU, IGR和最终IGS)中观测后发现的,而IGU直接用作实时数据(超快速),IGR(快速)在观测后(17-41小时)使用,(最终IGS)在12 - 18天后使用。计算并表示了各场点的坐标和点误差。结果表明,误差与可用的IGS站距成正相关。这些距离与点定位误差之间的关系用一个模型来表示和描述。该模型的精度为(R = 0.98, x2 × 2.5 × 10-3)。
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引用次数: 0
REAL-TIME FORECASTING OF KEY COKING COAL QUALITY PARAMETERS USING NEURAL NETWORKS AND ARTIFICIAL INTELLIGENCE 基于神经网络和人工智能的焦煤关键品质参数实时预测
IF 1.3 Q2 Earth and Planetary Sciences Pub Date : 2023-01-01 DOI: 10.17794/rgn.2023.3.9
A. Dyczko
High quality coke is a key raw material for the metallurgical industry. The characteristics of the coal have a significant influence on the parameters of the coke produced and, consequently, on the valuation of coal deposits and the economic assessment of mining projects. Predicting the quality of coking coal allows for the optimisation of production processes, including the planning and management of operations and the early detection of quality problems. In this study, using the principles of a smart mine, it is proposed to determine the quality of coal based on the combination of mining and geological conditions of mineral deposits and its quality indicators. Possible interrelationships between the quality of the coal in the deposit and the characteristics of the final product have been identified. A neural network is used to determine the priority of individual indicators that have a significant impact on the quality of coking coal. An important part of the research is its practical implementation in the conditions of the Jastrzębska Spółka Węglowa SA. Qualitative and quantitative parameters of coking coals were obtained for each mine of the region by the method of sampling and statistical processing of data such as: degree of metamorphism, thickness, deviation of volatile substances, presence of phosphorus, ash content, etc. For their evaluation, the Group Method of Data Handling was used to compare the factors of quality indicators depending on the priority of influence on the final characteristics of the coking coal. Based on the results obtained, it is shown that not all coal quality indicators have a significant impact on the quality of the final product. The study shows that it is possible to predict the main indicators (CRI – Coke Reactivity Index, CSR – Coke Strength after Reaction) of coke quality using neural networks based on a larger number of coal quality parameters and to eliminate parameters that have virtually no influence on the value of the final product. This method can also be used to improve the results of economic valuation of a deposit and to better plan exploration and mining operations.
优质焦炭是冶金工业的关键原料。煤的特性对焦炭的生产参数有很大的影响,从而对煤矿的估价和采矿项目的经济评价也有很大的影响。预测焦煤的质量可以优化生产过程,包括对操作的规划和管理以及对质量问题的早期发现。本研究运用智能矿山原理,提出了结合矿区开采地质条件及其质量指标确定煤炭质量的方法。已经确定了矿床中煤的质量与最终产品的特性之间可能存在的相互关系。利用神经网络确定对焦煤质量有重要影响的各个指标的优先级。研究的一个重要部分是其在Jastrzębska Spółka Węglowa SA条件下的实际实施。通过对该地区各矿炼焦煤的变质程度、厚度、挥发性物质偏差、含磷量、灰分等数据的抽样统计处理,获得了该地区各矿炼焦煤的定性和定量参数。为了对其进行评价,采用分组数据处理方法,根据对炼焦煤最终特性的影响优先级对质量指标的因素进行比较。结果表明,并非所有煤质指标对最终产品质量都有显著影响。研究表明,基于大量的煤质参数,利用神经网络可以预测焦炭质量的主要指标(CRI—焦炭反应性指数,CSR—反应后焦炭强度),并可以剔除对最终产品价值几乎没有影响的参数。该方法还可用于提高矿床的经济评价结果,更好地规划勘探和采矿作业。
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引用次数: 2
IMPACT OF THE LAYERING OF BLAST-INDUCED DAMAGE FACTORS IN THE HOEK–BROWN FAILURE CRITERION ON THE BENCH DAMAGE MONITORING OF MINES hoek-brown破坏准则中爆破损伤因子分层对矿井台阶损伤监测的影响
IF 1.3 Q2 Earth and Planetary Sciences Pub Date : 2023-01-01 DOI: 10.17794/rgn.2023.1.9
Seyed Ahmad Mousavi, K. Ahangari, K. Goshtasbi
The process of creating a slope in a rock mass using the excavation and blasting methods consistently leads to stress release in the rock mass, resulting in a certain level of fracture and disturbance. Blast-induced vibrations can also influence the quality of the rock mass remaining after the blasting, as well as the stability and bench damage monitoring (BDM) of mines. A damage factor (D) is included in the Hoek–Brown failure criterion to compute the disturbance of a rock mass in creating a slope. Choosing the value and thickness of the blast zone for the Hoek–Brown criterion is crucial in the safety analysis and BDM of mines. However, the selection is still a crucial technical challenge in this criterion. Employing nonlinear layering, the present study divides the rock mass behind a blast hole into several layers with decreasing D values applied to each layer. The numerical simulation was conducted using the FLAC finite difference software for bench vibration assessment and damage monitoring by checking the peak particle velocity (PPV) in the bench face with different geometries. Behind the blast hole, five different layers of D were considered through which the Hoek–Brown properties of the rock mass declined nonlinearly during the execution of the model. Since the disturbance threshold of PPV was assumed to be 120 mm/s, the toe and middle parts of the small benches were in the disturbance threshold, while for the medium and high benches, only the bench toe was within the disturbance threshold.
在采用开挖和爆破方法在岩体中形成边坡的过程中,会导致岩体内的应力释放,从而产生一定程度的断裂和扰动。爆破引起的振动还会影响爆破后残余岩体的质量,影响矿山的稳定性和台阶损伤监测(BDM)。在Hoek-Brown破坏准则中加入了损伤因子D来计算岩体在造坡过程中的扰动。选取适合Hoek-Brown准则的爆破区值和厚度,是矿山安全分析和BDM的关键。然而,在这个标准中,选择仍然是一个关键的技术挑战。本文采用非线性分层方法,将爆破孔后岩体划分为若干层,每层的D值逐层递减。采用FLAC有限差分软件,通过对不同几何形状的工作台端面的峰值粒子速度(PPV)进行校核,进行了振动评估和损伤监测的数值模拟。在爆破孔后考虑5个不同的D层,在模型执行过程中,岩体的Hoek-Brown特性非线性下降。由于假设PPV的干扰阈值为120 mm/s,因此小板凳的趾部和中部在干扰阈值内,而中板凳和高板凳只有趾部在干扰阈值内。
{"title":"IMPACT OF THE LAYERING OF BLAST-INDUCED DAMAGE FACTORS IN THE HOEK–BROWN FAILURE CRITERION ON THE BENCH DAMAGE MONITORING OF MINES","authors":"Seyed Ahmad Mousavi, K. Ahangari, K. Goshtasbi","doi":"10.17794/rgn.2023.1.9","DOIUrl":"https://doi.org/10.17794/rgn.2023.1.9","url":null,"abstract":"The process of creating a slope in a rock mass using the excavation and blasting methods consistently leads to stress release in the rock mass, resulting in a certain level of fracture and disturbance. Blast-induced vibrations can also influence the quality of the rock mass remaining after the blasting, as well as the stability and bench damage monitoring (BDM) of mines. A damage factor (D) is included in the Hoek–Brown failure criterion to compute the disturbance of a rock mass in creating a slope. Choosing the value and thickness of the blast zone for the Hoek–Brown criterion is crucial in the safety analysis and BDM of mines. However, the selection is still a crucial technical challenge in this criterion. Employing nonlinear layering, the present study divides the rock mass behind a blast hole into several layers with decreasing D values applied to each layer. The numerical simulation was conducted using the FLAC finite difference software for bench vibration assessment and damage monitoring by checking the peak particle velocity (PPV) in the bench face with different geometries. Behind the blast hole, five different layers of D were considered through which the Hoek–Brown properties of the rock mass declined nonlinearly during the execution of the model. Since the disturbance threshold of PPV was assumed to be 120 mm/s, the toe and middle parts of the small benches were in the disturbance threshold, while for the medium and high benches, only the bench toe was within the disturbance threshold.","PeriodicalId":44536,"journal":{"name":"Rudarsko-Geolosko-Naftni Zbornik","volume":null,"pages":null},"PeriodicalIF":1.3,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"68156310","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
NATURAL BUILDING STONE IN THE CONSTRUCTION AND RENOVATION OF THE ZAGREB CATHEDRAL 萨格勒布大教堂的建造和翻新中使用的天然建筑石材
IF 1.3 Q2 Earth and Planetary Sciences Pub Date : 2023-01-01 DOI: 10.17794/rgn.2023.3.3
A. Maričić, Z. Briševac, P. Hrženjak, Helena Jezidžić
Natural stone has been used since the dawn of civilization as a construction material for buildings that are historical and cultural buildings and monuments. The Zagreb Cathedral is an example of such a historical and cultural building and data regarding the extraction of stone for its construction and reconstruction is scientifically underestimated. Based on a review of previously published literature and an investigation on the current state of the sites where stone for construction was previously quarried, this paper presents a systematic overview of challenges regarding stone material that will be faced in the restoration of the Cathedral after the 2020 earthquakes. The autochthonous stone varieties used for the Cathedral, namely lithothamnium limestone, litavac, calcareous sandstone, and vinicite were determined. The description of the locations where they were quarried was emphasized, and the suitability of these sites for re-quarrying the stone blocks during reconstruction after the 2020 earthquake was investigated. In addition, the Cathedral was renovated in the meantime with travertine imported from Italy, which, although it is not of domestic origin, represents an integral part of the Cathedral and whose characteristics must be taken into account in the planning of the current reconstruction of the Cathedral. To preserve the cultural memory of quarrying in the Zagreb area, emphasis is given to the importance of preserving and showing old visual representations of the quarries.
自文明之初,天然石材就被用作建筑材料,用于历史文化建筑和纪念碑。萨格勒布大教堂是这样一个历史和文化建筑的例子,有关其建筑和重建所需的石材提取的数据在科学上被低估了。基于对先前发表的文献的回顾和对先前开采建筑石材的遗址现状的调查,本文系统地概述了2020年地震后大教堂修复将面临的石材挑战。确定了用于大教堂的本地石材品种,即石质石灰岩,litavac,钙质砂岩和vinicite。强调了采石地点的描述,并调查了这些地点在2020年地震后重建期间重新采石的适用性。此外,与此同时,大教堂还使用了从意大利进口的石灰华进行了翻新,尽管石灰华不是意大利本土的,但它是大教堂不可分割的一部分,在目前大教堂重建的规划中必须考虑到石灰华的特点。为了保存萨格勒布地区采石场的文化记忆,重点是保存和展示采石场古老的视觉表现的重要性。
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引用次数: 1
THE INTERACTION AND SYNERGIC EFFECT OF PARTICLE SIZE ON FLOTATION EFFICIENCY: A COMPARISON STUDY OF RECOVERY BY SIZE, AND BY LIBERATION BETWEEN LAB AND INDUSTRIAL SCALE DATA 粒度对浮选效率的相互作用和协同效应:实验室和工业规模数据的粒度回收率和解放率的比较研究
IF 1.3 Q2 Earth and Planetary Sciences Pub Date : 2023-01-01 DOI: 10.17794/rgn.2023.1.1
F. Kazemi, A. Bahrami, Y. Ghorbani, Abolfazl Danesh, M. Abdollahi, H. Falah, Mohsen Salehi
The interaction and synergic effect of particle size on flotation efficiency were investigated by a comparison study between laboratories (size-by-size flotation modes) and industrial scale operational data (whole mixed size fraction). For this purpose, sampling was done from the feed, concentrate, and tailing of the flotation rougher cells of the Sungun copper processing complex (located in the northwest of Iran). In the size-by-size flotation mode (lab scale), the sample was first subjected to different size fractions, and then flotation tests were performed for each fraction. On an industrial scale, the particle size distribution of feed, concentrate, and tailing of flotation of the rougher stage have been analyzed. According to the results, in the case of industrial flotation mode (whole mixed size fraction), the particles with d80=84 μm were more likely to reach the tailing of flotation, and the particles within the size range of +63-180 μm constituted the highest amount of concentrate particles. In lab flotation mode (size-by-size), the maximum recovery was in the size fraction of +40-60 μm. By comparing the two flotation modes of industrial (whole mixed size fraction) and lab (size-by-size), for fractions <45 μm, the industrial flotation recovery was approximately 40% greater than the lab flotation recovery. However, for fractions >125 μm, the recovery trend was reversed and the lab flotation recovery was greater than the industrial flotation recovery. Coarse particle flotation has significant economic and technological benefits. By improving the recovery of coarse particles during the flotation process, the amount of grinding requirements will be reduced and consequently, it will considerably decrease the amount of energy consumption.
通过实验室(分级浮选方式)和工业规模操作数据(全混合粒度)的对比研究,考察了粒度对浮选效率的交互作用和协同效应。为此,对Sungun铜加工联合体(位于伊朗西北部)浮选粗池的进料、精矿和尾矿进行了取样。在逐级浮选模式(实验室规模)中,首先对样品进行不同粒度的浮选,然后对每个分级进行浮选试验。在工业规模上,分析了粗选阶段浮选的进料、精矿和尾矿的粒度分布。结果表明,在工业浮选方式(全混粒级)下,d80=84 μm的颗粒更容易到达浮选尾矿,+63 ~ 180 μm的颗粒占精矿颗粒的比例最高。在实验室浮选模式下(逐级浮选),最大回收率在+40 ~ 60 μm之间。对比工业浮选(全混粒级)和实验室浮选(分粒级)两种浮选方式,对于125 μm级,实验室浮选的回收率大于工业浮选的回收率。粗颗粒浮选具有显著的经济效益和技术效益。通过提高浮选过程中粗颗粒的回收率,可以减少磨矿量,从而大大降低能耗。
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引用次数: 0
PRELIMINARY PETROMAGNETIC STUDY OF 1849, 1926, 1963, 1968 AND 1974 SURFACE LAVAS FROM BATUR VOLCANO, BALI, INDONESIA: INSIGHT ON THE MAGMATIC PROCESS OF SOURCE AND ROCK MAGNETIC NATURE 印度尼西亚巴厘batur火山1849年、1926年、1963年、1968年和1974年表面熔岩的岩石磁学初步研究:源岩浆过程和岩石磁性质的认识
IF 1.3 Q2 Earth and Planetary Sciences Pub Date : 2023-01-01 DOI: 10.17794/rgn.2023.1.3
Putu Billy Suryanata, S. Bijaksana, M. Abdurrachman, D. Dahrin, Aditya Pratama, N. R. D. W. Ndari, S. J. Fajar
Geochemical and petrographic characterizations were carried out on five episodic effusive eruptions from Batur Volcano on the Island of Bali, Indonesia, and revealed that these lavas are basaltic to andesitic in composition. Various micro-textures were identified, reflecting pre-eruptive magmatic processes, magma mixing, and adiabatic decompression. Apart from XRF analyses, the five lava flows (L849, L926, L963, L968 and L974) were subjected to magnetic analyses in the form of magnetic susceptibility and magnetic hysteresis measurements. The presence of cyclicity in the magmatic process is suggested by the variation of micro-texture types, CaO content, and magnetic susceptibility values. Two possible models of this cyclicity are presented. In the first model, cyclicity is driven by the variation of influx from the lower magma chamber that affects the interaction of magma with the surrounding rocks. In the second model, cyclicity is affected by the appearance of a new magmatic vent, which causes intense interaction with surrounding rocks. This study infers that combined micro-texture, composition, and magnetic susceptibility analyses might provide insight into the cyclicity of lava episodes observed in active volcanos such as Batur.
对印度尼西亚巴厘Batur火山5次喷发的岩浆进行了地球化学和岩石学表征,结果表明,这些熔岩的成分为玄武岩-安山岩。发现了不同的微观结构,反映了喷发前的岩浆过程、岩浆混合和绝热减压。除了XRF分析外,还对L849、L926、L963、L968和L974这5个熔岩流进行了磁化率和磁滞测量。显微结构类型、CaO含量和磁化率值的变化表明岩浆过程中存在旋回性。提出了这种循环的两种可能的模型。在第一个模型中,旋回性是由下部岩浆房流入量的变化驱动的,这种变化影响了岩浆与周围岩石的相互作用。在第二个模型中,旋回性受到一个新的岩浆喷口的出现的影响,它与周围岩石产生强烈的相互作用。这项研究推断,结合微观结构、成分和磁化率分析,可能有助于了解在巴图尔等活火山中观察到的熔岩事件的旋回性。
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引用次数: 0
SURFACE ROUGHNESS ASSESSMENT OF NATURAL ROCK JOINTS BASED ON AN UNSUPERVISED PATTERN RECOGNITION TECHNIQUE USING 2D PROFILES 基于二维剖面无监督模式识别技术的天然岩石节理表面粗糙度评价
IF 1.3 Q2 Earth and Planetary Sciences Pub Date : 2023-01-01 DOI: 10.17794/rgn.2023.2.14
Ali Mohamad Pakdaman, M. Moosavi
The stability of a jointed rock mass is generally controlled by its shear strength that significantly depends on surface roughness. So far, different methods have been presented for determining surface roughness using 2D profiles. In this study, a new method based on the unsupervised pattern recognition technique using a combination of statistical, geostatistical, directional, and spectral methods for the quantification of the surface roughness will be proposed. To reach this goal, more than 10,000 profiles gathered from 92 surfaces of natural rock joints were scanned. The samples were collected from limestone cores of the Lar Dam located in the Mazandaran Province, Iran. After introducing a new spectral index, determined from the fast Fourier transform for measuring the unevenness of rough profiles, statistical, geostatistical, directional, and spectral features revealing waviness and unevenness of the 2D profiles were extracted, and a representative vector and profile for each surface were introduced through the weighted mean and median of the profile features. Principal component analysis (PCA) was utilized for finding the direction of the maximum variance of information. Then, clustering of the 92 samples was performed via K-means, and the silhouette measure was used in order to find the optimal number of clusters resulted in the creation of 13 clusters. To verify the procedure, a sample was selected in each cluster, and direct shear tests were performed on the samples. Comparing the experiments and the clustering results shows they are in good agreement. Thus, the method is an efficient tool for the quantitative recognition of surface roughness considering the waviness and unevenness of a surface.
节理岩体的稳定性通常由其抗剪强度控制,而抗剪强度在很大程度上取决于表面粗糙度。到目前为止,已经提出了使用二维轮廓来确定表面粗糙度的不同方法。本文提出了一种基于无监督模式识别技术的表面粗糙度量化方法,该方法结合了统计、地质统计、定向和光谱方法。为了实现这一目标,从92个天然岩石节理表面收集了10,000多个剖面进行了扫描。样本采集自伊朗马赞达兰省拉尔大坝的石灰岩岩心。在引入用于测量粗糙剖面不均匀度的快速傅里叶变换确定的新的光谱指数后,提取二维剖面的统计特征、地统计特征、方向特征和光谱特征,并通过剖面特征的加权平均值和中位数引入每个表面的代表性矢量和剖面。利用主成分分析(PCA)寻找信息最大方差的方向。然后,通过K-means对92个样本进行聚类,并使用剪影测量来寻找最佳聚类数量,结果创建了13个聚类。为了验证该程序,在每个簇中选择一个样本,并对样本进行直接剪切试验。将实验结果与聚类结果进行比较,结果表明两者吻合较好。因此,该方法是一种有效的定量识别表面粗糙度的工具,考虑了表面的波浪形和不均匀性。
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引用次数: 2
ASSESSMENT OF ROCK SLOPE STABILITY IN A HUMID TROPICAL REGION: CASE STUDY OF A COAL MINE IN SOUTH KALIMANTAN, INDONESIA 湿润热带地区岩质边坡稳定性评估:以印尼加里曼丹南部某煤矿为例
IF 1.3 Q2 Earth and Planetary Sciences Pub Date : 2023-01-01 DOI: 10.17794/rgn.2023.2.8
Z. Zulfahmi, D. Sarah, F. Novico, R. B. Susilo
PT.X, a coal mining company in South Kalimantan, Indonesia, plans to use the highwall mining method to excavate marginal reserves on the final slope to maintain production. However, the stability of the slope and determination of the highwall mining dimensions are major concerns due to unfavourable rock mass conditions caused by intensive weathering and tectonics. This paper aims to evaluate the feasibility of highwall mining in the study area using empirical, analytical and numerical methods. The innovation of this research is the integration of these methods, which include rock mass classification, analytical calculation of load and rock support strength, 2D and 3D numerical modelling, and estimation of recovered coal from the highwall design. The initial condition assessment using rock mass classification and analytics calculation of the mining geometry model determined mine openings and pillar dimensions. Numerical modelling re-evaluated the geometry models to obtain an optimal design. The suggested optimal thickness, mine opening, web pillars, and barrier pillars are 3.20, 3.00, 3.50, and 4.00 m, respectively, with four web pillars in one panel at Seam-C and 2.50, 3.00, 3.50, and 4.00 m with four web pillars in one panel at Seam-D. The recovery of coal for Seam-C and Seam-D is estimated to be 40.54%. Deformation was found to have the closest relationship with the dimensions of the mine opening, and the safety factor is most sensitive to changes in the depth of the mine opening. This study provides a reference for future highwall mining in Indonesia and other regions with similar conditions.
印尼南加里曼丹(South Kalimantan)的煤炭开采公司PT.X计划使用高壁采矿法在最后的斜坡上挖掘边际储量,以维持生产。然而,由于剧烈的风化和构造作用造成的岩体条件不利,边坡的稳定性和高壁开采规模的确定是主要问题。本文旨在运用实证、分析和数值方法对研究区高壁开采的可行性进行评价。本研究的创新之处在于将岩体分类、载荷和岩石支护强度解析计算、二维和三维数值模拟、高壁设计回收煤估算等方法整合在一起。利用岩体分类和分析计算采矿几何模型进行初始条件评估,确定了矿山开孔和矿柱尺寸。数值模拟重新评估了几何模型,以获得最优设计。建议的最优厚度、矿开度、腹板柱和屏障柱分别为3.20、3.00、3.50和4.00 m,在接缝c处设4个腹板;建议的最优厚度为2.50、3.00、3.50和4.00 m,在接缝d处设4个腹板。煤层c和煤层d的煤回收率估计为40.54%。结果表明,变形与开孔尺寸的关系最为密切,安全系数对开孔深度的变化最为敏感。本研究为今后印尼及其他类似地区的高壁开采提供了参考。
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引用次数: 1
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Rudarsko-Geolosko-Naftni Zbornik
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