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Topic Effective mineral deposits exploitation

 
ORIGINAL PAPER
 

Optimizing resource management under variable geological and mining conditions using a longwall advance model
Dominik Galica, Michał Kopacz, Damian Chmura, Jarosław Kulpa, Sylwester Kaczmarzewski, Leszek Malinowski, Eugeniusz Jacek Sobczyk, Jarosz Jacek, Artur Dyczko, Piotr Olczak, Jerzy Kicki, Piotr Toś
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2025;41(4):73-100
DOI: https://doi.org/10.24425/gsm.2025.155888
 
ORIGINAL PAPER
 

Assessment of geological and technological parameters of the prospects of methane coal deposits for the extraction of methane from coal seams
Rymgaly Kamarov, Aila Zhumabekova, Nurbol Khuangan, Zhanbota Bogzhanova, Zhanar Assanova
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2025;41(4):33-52
DOI: https://doi.org/10.24425/gsm.2025.155879
 
ORIGINAL PAPER
 

Challenges and coping strategies for the Kraków Metropolitan Area related to the social dimension of energy transformation
Monika Pepłowska, Lidia Gawlik, Wojciech Kowalik
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2025;41(3):241-260
DOI: https://doi.org/10.24425/gsm.2025.155342
 
ORIGINAL PAPER
 

Method for estimating the size of mineable resource base in the concept of an effective exploitation parcel (EPE)
Leszek Malinowski, Michał Kopacz, Eugeniusz Jacek Sobczyk, Jarosław Kulpa, Dominik Galica, Piotr Olczak, Jarosz Jacek, Artur Dyczko, Sylwester Kaczmarzewski, Jerzy Kicki
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2025;41(3):167-195
DOI: https://doi.org/10.24425/gsm.2025.155343
 
ORIGINAL PAPER
 

Automated on-demand inventory of coal dumps and heaps using UAV imagery and IoT-driven data processing
Bartosz Orzeł, Jarosław Tokarczyk, Dariusz Michalak, Kamil Szewerda
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2025;41(3):117-143
DOI: https://doi.org/10.24425/gsm.2025.155339
 
ORIGINAL PAPER
 

The Characteristics of Saprolitic Nickel Ore from Lateritic Nickel Deposit in the Mandiodo Area, North Konawe, Indonesia
Ibnu Munzir, Irena Brunarska, Akmal Saputno, Anna Rokicińska, Sri Adi Widodo, Irzal Nur Nur, Marek Michalik
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2025;41(3):45-71
DOI: https://doi.org/10.24425/gsm.2025.155338
 
ORIGINAL PAPER
 

Adaptive ore point cloud filtering algorithm based on the K-nearest neighbor
Lirong Yang, Yang Liu, Chong Cao
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2025;41(2):197-211
DOI: https://doi.org/10.24425/gsm.2025.154547
 
ORIGINAL PAPER
 

Ore image target detection based on improved YOLOv5 network
Gaipin Cai, Hui Luo, Jinruo Huang, Guotao Yi
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2025;41(2):177-196
DOI: https://doi.org/10.24425/gsm.2025.154546
 
ORIGINAL PAPER
 

Identification of Knothe’s subsidence model parameters based on final subsidence values of individual pairs of points
Dawid Mrocheń, Anton Sroka
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2025;41(2):161-175
DOI: https://doi.org/10.24425/gsm.2025.154548
 
ORIGINAL PAPER
 

Analysis of the importance of LNG supply for balancing the demand for natural gas: the case of Poland
Mariusz Ruszel, Adam Szurlej, Tomasz Włodek, Krzysztof Zamasz
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2025;41(2):31-54
DOI: https://doi.org/10.24425/gsm.2025.154549
 
ORIGINAL PAPER
 

Game-theory based reasoning as a tool for selecting exploitation sections taking into account natural risk hazards on the example of preparatory works in a copper ore mine
Mariusz Krzak, Paweł Panajew
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2025;41(2):5-30
DOI: https://doi.org/10.24425/gsm.2025.154542
 
ORIGINAL PAPER
 

Resource management in conditions of occurrence of linear discontinuous deformations
Piotr Strzałkowski
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2025;41(1):163-179
DOI: https://doi.org/10.24425/gsm.2025.1531680
 
ORIGINAL PAPER
 

Sorption properties of selected clays from south-eastern Poland and their prospects for use in environmental protection
Wojciech Panna, Witold Reczyński, Magdalena Szumera, Sebastian Prewendowski, Marcin Gajek
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2025;41(1):141-161
DOI: https://doi.org/10.24425/gsm.2025.153176
 
ORIGINAL PAPER
 

Study of the pattern of oil and gas deposits and forecasting favourable targets on the southeastern side of the Caspian basin
Shun Zhang, Yonggui Li, Zhengliang Liu, Guojin Qin, Kaiyuan Li
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2025;41(1):107-122
DOI: https://doi.org/10.24425/gsm.2025.153169
 
ORIGINAL PAPER
 

Geothermal potential of South-Western Poland
Barbara Kiełczawa, Mirosław Wąsik, Wojciech Ciężkowski, Paulina Kujawa, Iwona Sieniawska
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2025;41(1):5-27
DOI: https://doi.org/10.24425/gsm.2025.153172
 
ORIGINAL PAPER
 

Investigation of non-toxic demulsifiers and comparison to standard equivalents in the Paris Basin (France) oil mines
Aneta Sapińska-Śliwa, Michał Korzec
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2024;40(3):207-224
DOI: https://doi.org/10.24425/gsm.2024.151524
 
ORIGINAL PAPER
 

Gemological – geochemical characteristics of western Anatolian (Karacasu) citrines
Eyyüp Hikmet Kınacı
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2024;40(3):153-167
DOI: https://doi.org/10.24425/gsm.2024.151531
 
ORIGINAL PAPER
 

Sustainable management of hard coal resources implemented by identifying risk factors in the mining process
Eugeniusz Jacek Sobczyk, Jarosław Kulpa, Michał Kopacz, Marcin Sałamaga, Wiktoria Sobczyk
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2024;40(3):23-48
DOI: https://doi.org/10.24425/gsm.2024.151526
 
REVIEW PAPER
 

The verification of forecasts of temperature and mineralization of the Lower Jurassic And Lower Cretaceous geothermal waters of the Polish Lowlands Based on data from new drillings performed in the years 2000–2023
Wiesław Bujakowski, Piotr Zacharski, Barbara Tomaszewska, Magdalena Tyszer, Karol Pierzchała, Bogusław Bielec, Leszek Pająk, Beata Kępińska, Krystian Szczepański
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2024;40(2):181-203
DOI: https://doi.org/10.24425/gsm.2024.150828
 
ORIGINAL PAPER
 

The Aumann-Maschler bargaining set as a criterion for the division of mining royalty
Mariusz Krzak
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2024;40(2):143-161
DOI: https://doi.org/10.24425/gsm.2024.150825
 
ORIGINAL PAPER
 

Basalt Weathering Crust from Rutki near Niemodlin (Opole Voivodeship) – opportunities for its current utilization and remarks on its former use
Piotr Wyszomirski, Tadeusz Szydłak, Tomasz Zawadzki, Marcin Baranowski
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2024;40(2):69-87
DOI: https://doi.org/10.24425/gsm.2024.150822
 
ORIGINAL PAPER
 

The identification of drivers influencing the production volume in coal mines
Patrycja Bąk, Marian Turek
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2024;40(1):151-166
DOI: https://doi.org/10.24425/gsm.2024.149300
 
ORIGINAL PAPER
 

Undeveloped deposits of sand and gravel aggregates with potential strategic importance in Poland
Katarzyna Guzik, Jarosław Kamyk, Alicja Kot-Niewiadomska
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2024;40(1):105-124
DOI: https://doi.org/10.24425/gsm.2024.149306
 
ORIGINAL PAPER
 

New geological criteria for domestic phosphorite deposits – a discussion
Sławomir Mazurek, Joanna Roszkowska-Remin, Tomasz Bienko
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2024;40(1):63-83
DOI: https://doi.org/10.24425/gsm.2024.149298
 
REVIEW PAPER
 

Knothe’s theory parameters – computational models and examples of practical applications
Rafał Misa
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2023;39(4):157-180
DOI: https://doi.org/10.24425/gsm.2023.148164
 
ORIGINAL PAPER
 

Geochemistry of the carboniferous coal-bearing series and the miocene cover within the Upper Silesian Coal Basin – a case study
Ewa Krzeszowska
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2023;39(4):107-122
DOI: https://doi.org/10.24425/gsm.2023.148166
 
ORIGINAL PAPER
 

Preliminary Examination of Vein Type Ore Mineralization from Cindakko, Maros Regency, South Sulawesi, Indonesia
Ibnu Munzir, Arif Arif, Musri Mawaleda, Irzal Nur
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2023;39(3):65-80
DOI: https://doi.org/10.24425/gsm.2023.147550
 
ORIGINAL PAPER
 

Regulations Pertaining to the Management of Rock Mass Mineral Resources
Jan Andrzej Stefanowicz
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2023;39(3):5-26
DOI: https://doi.org/10.24425/gsm.2023.147559
 
REVIEW PAPER
 

The geological modelling of deposits, production designing and scheduling in the JSW SA Mining Group
Artur Dyczko
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2023;39(1):35-62
DOI: https://doi.org/10.24425/gsm.2023.144628
 
ORIGINAL PAPER
 

Geological exploration of the Moon
Jacek Misiak
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2022;38(4):91-104
DOI: https://doi.org/10.24425/gsm.2022.144095
 
ORIGINAL PAPER
 

Public participation as an element of mineral deposit safeguarding system – international experiences
Alicja Kot-Niewiadomska, Vladimir Simić, Michael Tost, Linda Wårell
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2022;38(4):5-28
DOI: https://doi.org/10.24425/gsm.2022.143626
 
ORIGINAL PAPER
 

The assessment of heavy metal binding forms in foundry wastes used as raw materials in agrotechnics, construction and road construction
Marta Bożym
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2022;38(2):169-189
DOI: https://doi.org/10.24425/gsm.2022.141660
 
ORIGINAL PAPER
 

Soil contamination from heavy metals and persistent organic pollutants (PAH, PCB and HCB) in the coastal area of Västernorrland, Sweden
Per Lindh, Polina Lemenkova
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2022;38(2):147-168
DOI: https://doi.org/10.24425/gsm.2022.141662
 
ORIGINAL PAPER
 

The optimization of cut-off grades by means of memetic algorithms
Erhan Cetin, Abdurrahman Dalgic
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2022;38(1):107-122
DOI: https://doi.org/10.24425/gsm.2022.140607
 
ORIGINAL PAPER
 

Lithium sources and their current use
Jarosław Szlugaj, Barbara Radwanek-Bąk
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2022;38(1):61-87
DOI: https://doi.org/10.24425/gsm.2022.140613
 
ORIGINAL PAPER
 

Rare earth elements in the Sin Quyen IOCG deposit, North Vietnam
Nguyen Dinh Chau, Jadwiga Pieczonka, Adam Piestrzynski, Le Khanh Phon, Duong Van Hao
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2022;38(1):17-60
DOI: https://doi.org/10.24425/gsm.2022.140611
 
ORIGINAL PAPER
 

Construction of a heuristic architecture of a production line management system in the JSW SA Mining Group in the context of output stabilization, quality improvement and the maximization of economic effects
Artur Dyczko
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2021;37(4):219-238
DOI: https://doi.org/10.24425/gsm.2021.139746
 
ORIGINAL PAPER
 

The application of Knothe’s theory for the planning of mining exploitation under the threat of discontinuous deformation of the surface and for the prediction of ground surface movements with rising water levels in the post-mining phase
Anton Sroka, Stefan Hager, Rafał Misa, Krzysztof Tajduś, Mateusz Dudek
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2021;37(4):199-218
DOI: https://doi.org/10.24425/gsm.2021.139737
 
REVIEW PAPER
 

Foundry waste as a raw material for agrotechnical applications
Marta Bożym
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2021;37(4):117-132
DOI: https://doi.org/10.24425/gsm.2021.139744
 
ORIGINAL PAPER
 

Geological conditions of borehole sulphur mining using the underground smelting method
Edyta Sermet, Marek Nieć, Przemysław Bokwa
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2021;37(4):55-78
DOI: https://doi.org/10.24425/gsm.2021.139740
 
ORIGINAL PAPER
 

Directions for using the Blockchain technology in the raw materials Industry
Tomasz Leśniak, Arkadiusz Jacek Kustra, Elżbieta Królikowska
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2021;37(4):5-28
DOI: https://doi.org/10.24425/gsm.2021.139738
 
ORIGINAL PAPER
 

Dynamic Elastic Properties of the Hard Coal Seam at a Depth of Around 1260 m
Krzysztof Krawiec
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2021;37(3):159-176
DOI: https://doi.org/10.24425/gsm.2021.138658
 
ORIGINAL PAPER
 

The Hotelling’s Rule in practice – analysis of gold mining sector
Robert Uberman
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2021;37(2):63-84
DOI: https://doi.org/10.24425/gsm.2021.137568
 
REVIEW PAPER
 

Reinterpretation of geophysical surveys of pre-Permian basement in SW Poland: structural evolution and its implications for prospecting Cu and other ores
Lidia Dziewińska, Radosław Tarkowski, Tomasz Bieńko
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2020;36(4):187-216
DOI: https://doi.org/10.24425/gsm.2020.133947
 
REVIEW PAPER
 

Rock raw materials from the Mesozoic–Neogene contact zone in the Bełchatów Lignite Deposit – recognition and evaluation of their utility
Agnieszka Pękala
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2020;36(4):127-144
DOI: https://doi.org/10.24425/gsm.2020.133943
 
ORIGINAL PAPER
 

Optimizing mining production plan as a trade-off between resources utilization and economic targets in underground coal mines
Michał Kopacz, Leszek Malinowski, Sylwester Kaczmarzewski, Paweł Kamiński
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2020;36(4):49-74
DOI: https://doi.org/10.24425/gsm.2020.133948
 
ORIGINAL PAPER
 

Permeability of Muschelkalk rocks (Middle Triassic) of the Krakow-Silesian Monocline in Tarnów Opolski area (South Poland)
Mirosław Wąsik
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2020;36(3):167-184
DOI: https://doi.org/10.24425/gsm.2020.133934
 
ORIGINAL PAPER
 

Proposal for the integrated management of mineral water deposits
Barbara Uliasz-Misiak, Wojna-Dyląg Elżbieta
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2020;36(3):97-110
DOI: https://doi.org/10.24425/gsm.2020.133936
 
ORIGINAL PAPER
 

The analysis of dependence of the level of operational costs and production outputs upon geological and mining conditions in selected hard coal mines in Poland
Eugeniusz Jacek Sobczyk, Andrzej Sokołowski, Michał Kopacz, Kamil Fijorek, Sabina Denkowska
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2020;36(3):75-96
DOI: https://doi.org/10.24425/gsm.2020.133932
 
ORIGINAL PAPER
 

Influence of the geology of coal deposits on their extraction and urbanistic development: A case study of Petřvald (Czech part of the Upper Silesian Basin)
Martin Sivek, Jakub Jirásek
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2020;36(2):21-40
DOI: https://doi.org/10.24425/gsm.2020.132556
 
ORIGINAL PAPER
 

Choosing the location of the opening cut to expose brown coal deposits – problem solving and decision making with the use of multiple-criteria decision analysis (MCDA)
Mateusz Henryk Sikora
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2020;36(1):93-104
DOI: https://doi.org/10.24425/gsm.2020.132553
 
ORIGINAL PAPER
 

Mineralogical, geochemical and gemological investigation of Artova Ch-chalcedonies, Tokat – Turkey
Zeynel Başıbüyük, Ilkay Kaydu Akbudak, Meltem Gürbüz
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2020;36(1):77-92
DOI: https://doi.org/10.24425/gsm.2020.132551
 
ORIGINAL PAPER
 

Petrological and facies characteristics of bituminous coal seam No. 111 from the Libiąż layers in the region of Dąb near Chrzanów (USCB)
Jacek Misiak
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2019;35(4):85-96
DOI: https://doi.org/10.24425/gsm.2019.128544
 
ORIGINAL PAPER
 

An Expert System for Equipment Selection of Thin Coal Seam Mining
Chen Wang, Jie Chen, Yong Liu, Chengyu Jiang
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2019;35(3):143-162
DOI: https://doi.org/10.24425/gsm.2019.128527
 
ORIGINAL PAPER
 

Waste sludge from washing dolomite aggregates as a raw material for the bricks production
Ewelina Kłosek-Wawrzyn, Grzegorz Łój, Anna Bugaj, Wons Wojciech
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2019;35(3):37-48
DOI: https://doi.org/10.24425/gsm.2019.128532
 
ORIGINAL PAPER
 

The relationship between CRI and CSR indices and other quality parameters of coking coal from the “Pniówek” deposit (SW part of the USCB, Poland)
Marek Ireneusz Marcisz, Krystian Karol Probierz
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2019;35(3):163-184
DOI: https://doi.org/10.24425/gsm.2019.128534
 
ORIGINAL PAPER
 

Development of the diatomite production, reserves and its processing in the Czech Republic in 1999‒2018
Jan Zahradník, Jakub Jirásek, Jiří Zahradník, Martin Sivek
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2019;35(2):31-48
DOI: https://doi.org/10.24425/gsm.2019.128515
 
ORIGINAL PAPER
 

Simultaneous integrated optimization for underground mine planning: application and risk analysis of geological uncertainty in a gold deposit
Jie Hou, Guoqing Li, Nailian Hu, Hao Wang
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2019;35(2):153-174
DOI: https://doi.org/10.24425/gsm.2019.128518
 

The forms of occurrence and chemical composition of sulfides in the LW Bogdanka bituminous coal deposits of the Lublin Coal Basin
Jacek Misiak, Barbara Bielowicz
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2018;34(3):37-52
 

Brines from the Mesozoic formations of northern and central Poland as a prospective source of chemical raw materials
Barbara Uliasz-Misiak, Bogumiła Winid
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2018;34(2):5-20
 

Hard coal mining in India as illustrated by opportunities for application of foregoing demethanization in Moonidih colliery
Mirosław Wierzbicki
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2018;34(2):137-150
 

Physical properties of Devonian limestones from selected deposits in the context of frost resistance
Karol Skowera, Zbigniew Rusin
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2018;34(3):71-84
 

Impact of the rate of utilising the mine production capacity on the unit production costs
Roman Magda
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2018;34(3):119-134
 

DETERMINING A PRIORI THE ACCURACY OF MINERAL RESOURCES VOLUME DETERMINATION
Hana Staňková, Václav Šafář, Rostislav Dandoš
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2018;34(3):5-22
 

DETERMINATION OF IRON MINERALS WITH LANDSAT ETM+, KIRSEHIR, TURKEY
Zeynel Başıbüyük, Engin Ekdur
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2018;34(3):23-36
 

An integrated treatment technology for ground fissures of shallow coal seam mining in the mountainous area of southwestern China: a typical case study
Hengzhong Zhu, Fulian He, Shoubao Zhang, Zengqiang Yang
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2018;34(1):119-138
 

Assessment of mechanical parameters and physical and chemical properties of solidified drilling-related waste
Teresa Steliga, Małgorzata Uliasz, Kotwica Łukasz, Marcin Kremieniewski
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2018;34(1):97-118
 

Possibilities for commercial use of cooled geothermal brines in the Polish Lowlands
Marek Rasała
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2018;34(1):25-40
 

Modelling the factors of mine production planning considering the risk free valuation and new cut-off grades algorithm
Afshin Akbari Dehkharghani
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2018;34(2):81-96
 
ORIGINAL PAPER
 

An extraction of copper from recycling plant slag by using falcon concentrator
Murat Kademli, Namik Atakan Aydogan
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2019;35(1):117-128
DOI: https://doi.org/10.24425/gsm.2019.128202
 
ORIGINAL PAPER
 

The effect of petrographic characteristics on the physical and mechanical properties of currently exploited Pińczów Limestones – a type of Leitha Limestone (Carpathian Foredeep, southern Poland)
Beata Figarska-Warchoł, Grażyna Stańczak
Gospodarka Surowcami Mineralnymi – Mineral Resources Management 2019;35(1):59-98
DOI: https://doi.org/10.24425/gsm.2019.128200
 
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ISSN:0860-0953
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