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Minerals, Volume 12, Issue 1

2022 January - 107 articles

Cover Story: Accurate gemstone classification is crucial to the gem and jewellery trade, since identification is an important first step in the evaluation and appraisal of any gem. The significant progress in computer vision, now commonplace in areas such as medical imaging, can be applied to the classification of gems. There are many feature extraction algorithms and classifiers, which present a challenge when selecting one for a specific task. This paper compares 33 feature extraction techniques used in combination with different machine learning algorithms to classify images of gemstones across 68 categories. Compared to three human experts, the computer vision algorithms were much faster and provided, albeit marginal, higher accuracy. View this paper
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Articles (107)

  • Article
  • Open Access
6 Citations
5,512 Views
14 Pages

17 January 2022

The Oeyama ophiolite unit is one of the oldest components of the subduction orogenic belts in the Japanese Islands and is important for understanding the initiation of plate subduction in the proto-Japan region. This study performed U–Pb and Lu...

  • Article
  • Open Access
1 Citations
2,809 Views
15 Pages

Technological Characterization of Almohad Pottery Glazes from SW Mallorca (Balearic Islands, Spain)

  • Daniel J. Albero Santacreu,
  • Jose C. Carvajal López and
  • Alejandro Ramos Benito

17 January 2022

In this paper, we addressed the chemical composition and main features of a glazed Almohad ceramic assemblage recovered from Puig de Sa Morisca, a rural Islamic site located in southwest Mallorca. The glazes were analyzed by means of scanning electro...

  • Article
  • Open Access
9 Citations
3,354 Views
22 Pages

Characteristics of Acoustic Emission Waveforms Induced by Hydraulic Fracturing of Coal under True Triaxial Stress in a Laboratory-Scale Experiment

  • Nan Li,
  • Liulin Fang,
  • Bingxiang Huang,
  • Peng Chen,
  • Chao Cai,
  • Yunpeng Zhang,
  • Xuan Liu,
  • Zhihuai Li,
  • Yaolin Wen and
  • Yanli Qin

16 January 2022

Hydraulic fracturing (HF) is an effective technology to prevent and control coal dynamic disaster. The process of coal hydraulic fracturing (HF) induces a large number of microseismic/acoustic emission (MS/AE) waveforms. Understanding the characteris...

  • Article
  • Open Access
5 Citations
2,799 Views
20 Pages

16 January 2022

Significant volumes of rhyolites and granites of the Pliocene-Pleistocene age are exposed in the collision zone of the Greater Caucasus, Russia. The volcanic history of the region includes ignimbrites and lavas associated with the Chegem caldera (2.9...

  • Article
  • Open Access
14 Citations
6,719 Views
24 Pages

16 January 2022

In this study, the zonality method has been used to separate geochemical anomalies and to calculate erosional levels in the regional scale for porphyry-Cu deposit, Abrisham-Rud (Semnan province, East of Iran). In geochemical maps of multiplicative ha...

  • Article
  • Open Access
15 Citations
3,796 Views
12 Pages

Deep Gold Exploration with SQUID TEM in the Qingchengzi Orefield, Eastern Liaoning, Northeast China

  • Junjie Wu,
  • Qingquan Zhi,
  • Xiaohong Deng,
  • Xingchun Wang,
  • Xiaodong Chen,
  • Yi Zhao and
  • Yue Huang

16 January 2022

The Qingchengzi orefield is an important polymetallic ore concentration zone in the northern margin of the North China Craton (NCC). The region has significant metallogenic potential for deep mining. Many areas with gold mineralization have been foun...

  • Article
  • Open Access
5 Citations
4,078 Views
17 Pages

Characterization of Siliceous Nodules in Western Kefalonia Ιsland Greece: An Initial Approach to Their Formation and Diagenetic Characteristics

  • Paraskevi Lampropoulou,
  • Vayia Xanthopoulou,
  • Małgorzata Wojtaszek-Kalaitzidi,
  • Petros Petrounias,
  • Elena Zoumpouli,
  • George Iliopoulos and
  • Stavros Kalaitzidis

15 January 2022

In this study, siliceous nodules from the world-famous Myrtos beach, as well as from Avithos beach, in the western flanks of Kefalonia Island in Greece are examined by means of petrographical, mineralogical, geochemical and micropaleontological metho...

  • Article
  • Open Access
22 Citations
4,418 Views
11 Pages

15 January 2022

Manganese (Mn) is a major element in various aqueous and soil environments that is sometimes highly concentrated in mine water and other mineral processing wastewater. In this study, we investigated Mn removal from alkaline mine water (pH > 9) wit...

  • Article
  • Open Access
15 Citations
8,414 Views
14 Pages

Bioleaching Process for Copper Extraction from Waste in Alkaline and Acid Medium

  • Ivica Ristović,
  • Darina Štyriaková,
  • Iveta Štyriaková,
  • Jaroslav Šuba and
  • Emilija Širadović

15 January 2022

Flotation wastes are becoming a valuable secondary raw material and source of many metals and semimetals worldwide with the possibilities of industrial recycling. The flotation tailings contain oxide and sulfide minerals that have not been sufficient...

  • Article
  • Open Access
1 Citations
2,561 Views
10 Pages

15 January 2022

The crystal structures of newly found minerals are routinely determined using single-crystal techniques. However, many rare minerals usually form micrometer-sized aggregates that are difficult to study with conventional structural methods. This is th...

  • Article
  • Open Access
1 Citations
3,432 Views
28 Pages

Estimation of the Impact of Basement Heterogeneity on Thermal History Reconstruction: The Western Siberian Basin

  • Georgy Alexandrovich Peshkov,
  • Evgeny Mikhailovich Chekhonin and
  • Dimitri Vladilenovich Pissarenko

14 January 2022

Some of the simplifying assumptions frequently used in basin modelling may adversely impact the quality of the constructed models. One such common assumption consists of using a laterally homogeneous crustal basement, despite the fact that lateral va...

  • Article
  • Open Access
7 Citations
5,001 Views
19 Pages

Mineralization and Structural Controls of the AB-Bid Carbonate-Hosted Pb-Zn (±Cu) Deposit, Tabas-Posht e Badam Metallogenic Belt, Iran

  • Abdorrahman Rajabi,
  • Carles Canet,
  • Pura Alfonso,
  • Pouria Mahmoodi,
  • Ali Yarmohammadi,
  • Shahba Sharifi,
  • Amir Mahdavi and
  • Somaye Rezaei

14 January 2022

The Ab-Bid deposit, located in the Tabas-Posht e Badam metallogenic belt (TPMB) in Central Iran, is the largest Pb-Zn (±Cu) deposit in the Behadad-Kuhbanan mining district. Sulfide mineralization in the Ab-Bid deposit formed in Middle Triassic...

  • Article
  • Open Access
12 Citations
4,933 Views
16 Pages

14 January 2022

As the main part of the Indosinian metallogenic province in the eastern part of the Tethys metallogenic domain, Southeast Asia has experienced multiple stages of tectonic magnetic activities accompanied by the formation of rich mineral resources. How...

  • Article
  • Open Access
4 Citations
3,076 Views
16 Pages

The Meso-Structural Characteristics of Crack Generation and Propagation during Rock Fracturing

  • Yanbo Zhang,
  • Guangyu Gao,
  • Shaohong Yan,
  • Xulong Yao,
  • Xiangxin Liu,
  • Peng Liang and
  • Yuedong Xu

14 January 2022

Meso-structure is an important factor affecting the characteristics of rock fracture. To determine the factors influencing the internal meso-structural characteristics upon the crack generation and extension, rock samples were tested under uniaxial c...

  • Article
  • Open Access
8 Citations
2,768 Views
18 Pages

14 January 2022

Recycling of tailings in the form of cemented paste backfill (CPB) is a widely adopted practice in the mining industry. Environmental performance is an important design criterion of CPB structures. This environmental performance of CPB is strongly in...

  • Article
  • Open Access
2 Citations
3,156 Views
24 Pages

14 January 2022

We report the first radiogenic Nd-Sr isotope data in the magmatic rocks island-arc ophiolite assemblage from the middle branch of the East Sayan ophiolite complexes to better constrain geodynamic processes in this segment of the CAOB in southern cent...

  • Article
  • Open Access
11 Citations
2,824 Views
12 Pages

13 January 2022

The enhanced cementation technique by galvanic interaction of aluminum (Al; electron donor) and activated carbon (AC; electron mediator) to recover gold (Au) ions from the ammonium thiosulfate solution is a promising technique to eliminate the challe...

  • Article
  • Open Access
6 Citations
4,119 Views
15 Pages

13 January 2022

Airflow classification is the key technology for the dry separation of manufactured sand. To solve the problem of low separation accuracy and poor gradation grade, the classification process of manufactured sand under different inlet and outlet airfl...

  • Article
  • Open Access
6 Citations
4,156 Views
13 Pages

Effect of Stabilizer on Gold Leaching with Thiourea in Alkaline Solutions

  • Wenjuan Li,
  • He Shang,
  • He Zhou,
  • Yongsheng Song,
  • Shuilin Zheng and
  • Xinlong Yang

13 January 2022

The present work investigated the comparison of the effects of Na2SO3 and Na2SiO3 on thiourea stabilization, and a systematic study was undertaken to establish the effects of these stabilizers on the stability of alkaline thiourea, both qualitatively...

  • Article
  • Open Access
16 Citations
3,331 Views
16 Pages

13 January 2022

With the continuous innovation and development of science and technology, the mining industry has also benefited greatly and improved over time, especially in the field of backfill mining. Mining researchers are increasingly working on cutting-edge t...

  • Article
  • Open Access
4 Citations
3,350 Views
17 Pages

13 January 2022

This paper presents the results of complex lithological, mineralogical, and geochemical studies of bottom sediments of deep-water basins of the Caspian Sea (Derbent and South Caspian Basins) in areas contaminated by hydrogen sulfide. In the course of...

  • Feature Paper
  • Article
  • Open Access
12 Citations
4,038 Views
15 Pages

Effects of Transition Metal Ions on the Colour of Blue-Green Beryl

  • Hui Wang,
  • Qiyun Guan,
  • Yuchong Liu and
  • Ying Guo

12 January 2022

This study reports the effects of transition metal ions on the colour of blue-green beryl. Industrial cameras were used to measure colour in the CIELAB colour space. X-ray fluorescence (XRF), X-ray diffraction (XRD), infrared spectroscopy (IR), and u...

  • Review
  • Open Access
64 Citations
6,215 Views
17 Pages

Sustainable Amelioration of Heavy Metals in Soil Ecosystem: Existing Developments to Emerging Trends

  • Garima Awasthi,
  • Varad Nagar,
  • Saglara Mandzhieva,
  • Tatiana Minkina,
  • Mahipal Singh Sankhla,
  • Pritam P. Pandit,
  • Vinay Aseri,
  • Kumud Kant Awasthi,
  • Vishnu D. Rajput and
  • Sudhakar Srivastava
  • + 1 author

12 January 2022

The consequences of heavy metal contamination are progressively degrading soil quality in this modern period of industry. Due to this reason, improvement of the soil quality is necessary. Remediation is a method of removing pollutants from the root z...

  • Article
  • Open Access
5 Citations
5,151 Views
23 Pages

Effects of Various Precipitants on Iron Removal from a Zinc Concentrate Pressure Leaching Solution

  • Claudio A. Leiva,
  • María E. Gálvez,
  • Gerardo E. Fuentes,
  • Claudio A. Acuña and
  • Jannan A. Alcota

12 January 2022

Autoclave leaching of zinc concentrate (Sphalerite) is an environmentally friendly process compared to roasting, which discharges pollutants into the atmosphere. Due to the amount of iron in the final product, a study is proposed to evaluate differen...

  • Article
  • Open Access
10 Citations
4,322 Views
20 Pages

11 January 2022

Detailed mapping and structural observations on the Cycladic Blueschist Unit (CBU) on Iraklia Island integrated with detrital zircon (DZ) U-Pb ages elucidate the Mesozoic pre-subduction and the Cenozoic orogenic evolution. Iraklia tectonostratigraphy...

  • Article
  • Open Access
16 Citations
3,323 Views
19 Pages

11 January 2022

The Yuqia uranium deposit is a newly discovered sandstone-type uranium deposit in the northern margin of the Qaidam Basin. Concerning the sources of sediment in the basin, most scholars have focused on the study of Cenozoic sediment sources in the no...

  • Article
  • Open Access
7 Citations
2,436 Views
13 Pages

10 January 2022

Generally, the linear correlation coefficient is one of the most significant criteria to appraise the kinetic parameters computed from different reaction models. Actually, the optimal kinetic triplet should meet the following two requirements: first,...

  • Article
  • Open Access
11 Citations
3,306 Views
33 Pages

10 January 2022

Chuankou tungsten (W) ore field, with an estimated WO3 reserve exceeding 300,000 tonnes, is so far the largest Indosinian (Triassic) granite-related W ore field in South China. However, the precise emplacement ages, sources of granitoids, and their r...

  • Article
  • Open Access
4 Citations
3,765 Views
18 Pages

9 January 2022

Several pottery sherds from the Svilengrad-Brantiite site, Bulgaria, were mineralogically and petrographically analyzed. The aim was to add information to the very scarce material data available for Early Bronze Age pottery in the southeastern Thrace...

  • Article
  • Open Access
6 Citations
4,217 Views
16 Pages

9 January 2022

The paper concerns investigation of the effect of impact crusher operation on selected qualitative characteristics of mineral aggregate products. Qualitative characteristics of crushing products in terms of size reduction ratio and fine particles con...

  • Article
  • Open Access
42 Citations
14,390 Views
28 Pages

Handheld LIBS for Li Exploration: An Example from the Carolina Tin-Spodumene Belt, USA

  • Michael A. Wise,
  • Russell S. Harmon,
  • Adam Curry,
  • Morgan Jennings,
  • Zach Grimac and
  • Daria Khashchevskaya

9 January 2022

Laser-induced breakdown spectroscopy (LIBS), which has recently emerged as tool for geochemical analysis outside the traditional laboratory setting, is an ideal tool for Li exploration because it is the only technique that can measure Li in minerals,...

  • Article
  • Open Access
2,129 Views
9 Pages

9 January 2022

A series of novel phosphates with the general formulas Ca9Gd0.9−xTm0.1Smx(PO4)7 and Ca9Gd0.9−yTmySm0.1(PO4)7 were synthesized by solid-state method. As-obtained phosphates were characterized by powder X-ray diffraction and second harmonic...

  • Article
  • Open Access
9 Citations
2,649 Views
16 Pages

Paleoenvironment of the Lower Ordovician Meitan Formation in the Sichuan Basin and Adjacent Areas, China

  • Meihua Yang,
  • Yinhui Zuo,
  • Xiaodong Fu,
  • Lei Qiu,
  • Wenzheng Li,
  • Jianyong Zhang,
  • Ziyun Zheng and
  • Jiazhen Zhang

8 January 2022

The quality of hydrocarbon source rocks is affected by the sedimentary paleoenvironment. A paleoenvironment with anoxia and a high paleoproductivity is beneficial to source rocks. The paleoenvironment of the Lower Ordovician Meitan Formation of the S...

  • Concept Paper
  • Open Access
7 Citations
3,066 Views
8 Pages

7 January 2022

Compositional closure, spurious negative correlations in data sets of a fixed sum (e.g., fractions and percent), is often encountered in geostatistical analyses, particularly in mineralogy, petrology, and geochemistry. Techniques to minimize the effe...

  • Article
  • Open Access
80 Citations
11,126 Views
18 Pages

Improving Separation Efficiency in End-of-Life Lithium-Ion Batteries Flotation Using Attrition Pre-Treatment

  • Anna Vanderbruggen,
  • Aliza Salces,
  • Alexandra Ferreira,
  • Martin Rudolph and
  • Rodrigo Serna-Guerrero

6 January 2022

The comminution of spent lithium-ion batteries (LIBs) produces a powder containing the active cell components, commonly referred to as “black mass.” Recently, froth flotation has been proposed to treat the fine fraction of black mass (<...

  • Article
  • Open Access
37 Citations
5,475 Views
14 Pages

Chemical Dissolution of Chalcopyrite Concentrate in Choline Chloride Ethylene Glycol Deep Eutectic Solvent

  • Carlos Carlesi,
  • Robert C. Harris,
  • Andrew P. Abbott and
  • Gawen R. T. Jenkin

5 January 2022

Currently, the high demand for copper is in direct contrast with the decrease in the mineral grade and, more significantly, the concerns regarding the environmental impact that arise as a result of processing such low-grade materials. Consequently, n...

  • Article
  • Open Access
8 Citations
3,089 Views
18 Pages

5 January 2022

This research was conducted with the use of the DSC method; it involved the examination of the unfrozen water content in two model (source) calcium bentonites (≥75% smectite), after one to three freeze-thaw cycles in the natural state, as well as...

  • Article
  • Open Access
6 Citations
2,954 Views
27 Pages

5 January 2022

As the northwestern area of the Junggar Basin is a key area for oil and gas exploration, the sedimentary facies of the Jurassic formations in the Wuerhe area has long been a focus of research. The target strata are Jurassic strata, including five for...

  • Article
  • Open Access
3 Citations
2,877 Views
17 Pages

5 January 2022

The surface structure and electronic properties of Mg vacancy defects on talc (001) and impurity defects with Fe, Mn, Ni, Al, and Ca replacing Mg atoms were calculated by using density functional theory. The calculation results show that the order of...

  • Article
  • Open Access
47 Citations
17,400 Views
20 Pages

Mapping Main Structures and Related Mineralization of the Arabian Shield (Saudi Arabia) Using Sharp Edge Detector of Transformed Gravity Data

  • Ahmed M. Eldosouky,
  • Reda A. Y. El-Qassas,
  • Luan Thanh Pham,
  • Kamal Abdelrahman,
  • Mansour S. Alhumimidi,
  • Ahmed El Bahrawy,
  • Kevin Mickus and
  • Haytham Sehsah

5 January 2022

Saudi Arabia covers most of the Arabian Peninsula and is characterized by tectonic regimes ranging from Precambrian to Recent. Using gravity data to produce the lateral boundaries of subsurface density bodies, and edge detection of potential field da...

  • Article
  • Open Access
6 Citations
2,190 Views
13 Pages

An Experimental Investigation of the Gas Permeability of Tectonic Coal Mineral under Triaxial Loading Conditions

  • Zhaoying Chen,
  • Guofu Li,
  • Yi Wang,
  • Zemin Li,
  • Mingbo Chi,
  • Hongwei Zhang,
  • Qingling Tian and
  • Junhui Wang

5 January 2022

Underground coal mining of CH4 gas-rich tectonic coal seams often induces methane outburst disasters. Investigating gas permeability evolution in pores of the tectonic coal is vital to understanding the mechanism of gas outburst disasters. In this st...

  • Feature Paper
  • Article
  • Open Access
15 Citations
4,410 Views
21 Pages

4 January 2022

Mg-Fe2+ diffusion patterns in olivine and chromite are useful tools for the study of the thermal history of ultramafic massifs. In the present contribution, we applied the exponential modeling of diffusion patterns to geothermometry and geospeedometr...

  • Article
  • Open Access
7 Citations
2,315 Views
24 Pages

3 January 2022

The number of parallel joints has an impact on the size effect of the uniaxial compressive strength and characteristic strength of a rock; however, the relationships between them are yet to be derived. We studied the influence of the number of joints...

  • Article
  • Open Access
19 Citations
2,431 Views
19 Pages

Discrimination of Different AE and EMR Signals during Excavation of Coal Roadway Based on Wavelet Transform

  • Baolin Li,
  • Zhonghui Li,
  • Enyuan Wang,
  • Nan Li,
  • Jing Huang,
  • Youcang Ji and
  • Yue Niu

3 January 2022

During the process of coal road excavation, various interference signals, induced by environmental noise, drilling, and scraper loader, will affect the risk assessment of coal and gas outburst using acoustic emission (AE) and electromagnetic radiatio...

  • Article
  • Open Access
7 Citations
3,224 Views
14 Pages

Study on Fluidization Characteristics of Magnetically Fluidized Beds for Microfine Particles

  • Yakun Tian,
  • Shulei Song,
  • Xuan Xu,
  • Xinyu Wei,
  • Shanwen Yan and
  • Mingzhe Zhan

2 January 2022

The bed pressure drop, minimum fluidized gas velocity, bed density, and bed expansion rate are important parameters characterizing the fluidization characteristics of gas-solid fluidized beds. By analyzing these parameters, the advantages and disadva...

  • Article
  • Open Access
13 Citations
2,206 Views
13 Pages

Study on the Effect of Bond Strength on the Failure Mode of Coarse-Grained Sandstone in Weakly Cemented Stratum

  • Xianda Yang,
  • Lihui Sun,
  • Jiale Song,
  • Bensheng Yang,
  • Chengren Lan and
  • Qingfeng He

31 December 2021

Bond strength is one of the most important parameters and can affect the macroscopic mechanical properties and the damage state of rock to some degree. Coarse-grained sandstone was studied using the controlled variable method. The influence of parall...

  • Article
  • Open Access
12 Citations
4,396 Views
20 Pages

31 December 2021

The roughly 6 m thick limestone–green shale alternation within the lignite-bearing Giral Member of the Barmer Basin corresponds to a marine flooding event immediately after the Paleocene–Eocene transition. A detailed characterization of t...

  • Review
  • Open Access
5 Citations
4,224 Views
21 Pages

Towards the Biobeneficiation of PGMs: Reviewing the Opportunities

  • Liberty Chipise,
  • Sehliselo Ndlovu and
  • Alan Shemi

31 December 2021

Conventional beneficiation of the Platinum Group of Metals (PGMs) relies on the use of inorganic chemicals. With the depreciation of high grade deposits, these conventional processes are becoming less economically viable. Furthermore, the use of chem...

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Minerals - ISSN 2075-163X