Risk Assessment Methods in Mining Industry—A Systematic Review
Source abstract
Abstract
Recently, there has been a growing interest in the mining industry in issues related to risk assessment and management, which is confirmed by a significant number of publications and reports devoted to these problems. However, theoretical and application studies have indicated that risk in mining should be analyzed not only in the human factor aspect, but also in strategic (environmental impact) and operational ones. However, there is a lack of research on systematic literature reviews and surveys of studies that would focus on these identified risk aspects simultaneously. Therefore, the purpose of this article is to develop a literature review in the area of analysis, assessment and risk management in the mining sector, published in the last decade and based on the concept of a human engineering system. Following this, a systematic search was performed with the use of Primo multi-search tool following Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. The main inclusion criteria were: (a) not older than 10 years, (b) article written in English, (c) publication type (scientific article, book, book chapter), (d) published in chosen electronic collections (Springer, Taylor and Francis, Elsevier, Science Direct, JSTOR). This resulted in the selection of the 94 most relevant papers in the area. First, the general bibliometric analysis was conducted. Later, the selected papers in this review were categorized into four groups and the critical review was developed. One of the main advantages of this study is that the results are obtained from different scientific sources/databases thanks to using a multi-search tool. Moreover, the authors identified the main research gaps in the area of the implementation of risk management in the mining industry.
Source: crossref · Quality: baseline
Research context
OpenAlex topics: Occupational Health and Safety Research · Risk and Safety Analysis · Mining Techniques and Economics
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
Faculty of Mechanical Engineering, Wroclaw University of Science and Technology, 50-370 Wroclaw, Poland
Faculty of GeoEngineering Mining and Geology, Wroclaw University of Science and Technology, 50-421 Wroclaw, Poland
Funding
European Institute of Innovation and Technology
References (100+)
Show source-provided references
1. Wyższy Urząd Górniczy. State Mining Authority (2020, June 15). Health and Safety at Work, (In Polish).
2. Risk management in the hard coal mining industry: Social and environmental aspects of collieries’ liquidation10.1016/j.resourpol.2014.05.002 ↗
3. (2020, June 16). Risk and Opportunities for Mining. Outlook 2020. Available online: https://home.kpmg/xx/en/home/insights/2020/02/2020-mining-risk-survey-report.html.
4. (2020, June 16). Risk and Opportunities for Mining. Outlook 2019. Available online: https://home.kpmg/au/en/home/insights/2019/04/risks-and-opportunities-for-mining.html.
5. Willis Towers Watson (2020, June 16). Mining Risk Review. Dealing with Uncertainty. Available online: https://www.yumpu.com/en/document/read/55959431/mining-risk-review-2016.
6. Willis Towers Watson (2020, June 16). Mining Risk Review. The Future of Mining Is Now. Available online: https://www.willistowerswatson.com/en-US/Insights/2017/09/mining-risk-review-2017.
7. Willis Towers Watson (2020, June 16). Mining Risk Review. Six Key Messages for the Mining Industry Today. Available online: https://www.willistowerswatson.com/en-IN/insights/2018/09/mining-risk-review-2018-six-key-messages-for-the-mining-industry-today.
8. Willis Towers Watson (2020, June 16). Mining Risk Review. Addressing Uncertainty. Available online: https://www.willistowerswatson.com/en-US/Insights/2019/09/mining-risk-review-2019-addressing-uncertainty.
9. Bach, L., Norregaard, R., Hansen, V., and Gustavson, K. (2016). Review on Environmental Risk Assessment of Mining Chemicals Used for Mineral Separation in the Mineral Resources Industry and Recommendations for Greenland. DCE Dan. Cent. Environ. Energy, 203, Available online: http://dce2.au.dk/pub/SR203.pdf.
10. A review on investigation of water-preserved coal mining in western China10.1007/s40789-018-0223-4 ↗
11. A review of sustainable development in the Chilean mining sector: Past, present and future10.1080/17480930.2015.1128799 ↗
12. A review on the applications of coal combustion products in China10.1080/00206814.2017.1309997 ↗
13. Review of Chinese Environmental Risk Assessment Regulations and Case Studies
14. Asturian mercury mining district (Spain) and the environment: A review10.1007/s11356-013-1663-4 ↗
15. Global Scenarios of Metal Mining, Environmental Repercussions, Public Policies, and Sustainability: A Review10.1080/10643389.2012.672086 ↗
16. Techniques to correct and prevent acid mine drainage: A review10.15446/dyna.v81n186.38436 ↗
17. Risk assessment in the open pit mining industry—A Short review10.1007/978-3-030-14730-3_2 ↗
18. A review of occupational health and safety risk assessment approaches based on multi-criteria decision-making methods and their fuzzy versions10.1080/10807039.2018.1424531 ↗
19. A bibliometric review of the most cited literature related to mining injuries10.1080/17480930.2016.1138850 ↗
20. Highlights from the literature on risk assessment techniques adopted in the mining industry: A review of past contributions, recent developments and future scope10.1016/j.ijmst.2016.05.023 ↗
21. Organizational factors and risk management in the mining industry: An updated systematic literature review10.24840/2184-0954_003.003_0006 ↗
22. The relationship between organizational factors and residual risk in the mining industry—A protocol for updating a systematic review10.24840/2184-0954_003.002_0005 ↗
23. A systematic review protocol: Examining the evidence of whole body vibration produced by mining equipment10.24840/2184-0954_002.001_0006 ↗
24. Automation in the Mining Industry: Review of Technology, Systems, Human Factors, and Political Risk
25. Review of Ground Characterization by Using Instrumented Drills for Underground Mining and Construction10.1007/s00603-015-0756-4 ↗
26. Optimized open pit mine design, pushbacks and the gap problem—A review10.1134/S1062739114030132 ↗
27. A Review of Operations Research in Mine Planning10.1287/inte.1090.0492 ↗
28. Coal mining trends, approaches, and safety hazards: A brief review10.1007/s12517-018-3977-5 ↗
29. Liberati, A., Altman, D., Tetzlaff, J., Mulrow, C., Gøtzsche, P., Ioannidis, J., Clarke, M., Devereaux, P., Kleijnen, J., and Moher, D. (2009). The PRISMA statement for reporting systematic reviews and meta-analyses of studies that evaluate health care interventions: Explanation and elaboration. PLoS Med., 6.10.2427/5768 ↗
30. Belmonte, J.L., Moreno-Guerrero, A.-J., López-Núñez, J.-A., and Pozo-Sánchez, S. (2019). Analysis of the Productive, Structural, and Dynamic Development of Augmented Reality in Higher Education Research on the Web of Science. Appl. Sci., 9.10.3390/app9245306 ↗
31. Pérez-Gómez, J., Villafaina, S., Adsuar, J.C., Carlos-Vivas, J., García-Gordillo, M.Á., and Collado-Mateo, D. (2020). Copenhagen Adduction Exercise to Increase Eccentric Strength: A Systematic Review and Meta-Analysis. Appl. Sci., 10.10.3390/app10082863 ↗
32. Rybarczyk, Y., and Zalakeviciute, R. (2018). Machine Learning Approaches for Outdoor Air Quality Modelling: A Systematic Review. Appl. Sci., 8.10.3390/app8122570 ↗
33. Shokravi, H., Shokravi, H., Bakhary, N., Heidarrezaei, M., Koloor, S.S.R., and Petrů, M. (2020). Application of the Subspace-Based Methods in Health Monitoring of Civil Structures: A Systematic Review and Meta-Analysis. Appl. Sci., 10.10.3390/app10103607 ↗
34. A new practical approach to risk management for underground mining project in Quebec10.1016/j.jlp.2013.04.014 ↗
35. Assessing the Client’s Risk Management Performance in Construction Procurement and Contracting: Case Studies10.1016/j.proeng.2015.10.103 ↗
36. Risk Assessment and Management of Wastewater Collection and Treatment Systems Using FMADM Methods10.1007/s40996-017-0062-3 ↗
37. Engineering complex systems applied to risk management in the mining industry10.1016/j.ijmst.2017.05.007 ↗
38. Simulation-based risk quantification: A reconciliation-based performance analysis10.1080/14749009.2017.1278898 ↗
39. Analyzing reproduction of correlations in Monte Carlo simulations: Application to mine project valuation
40. Trace metal pollution and ecological risk assessment in agricultural soil in Dexing Pb/Zn mining area, China10.1007/s10653-018-0193-x ↗
41. Risk assessment of safety violations for coal mines10.1080/17480931003654901 ↗
42. Assessment of roof fall risk in longwall coal mines10.1080/17480930.2016.1200897 ↗
43. Safety leadership and systems thinking: Application and evaluation of a Risk Management Framework in the mining industry10.1080/00140139.2017.1308562 ↗
44. Pythagorean fuzzy VIKOR-based approach for safety risk assessment in mine industry10.1016/j.jsr.2019.03.005 ↗
45. A risk-based decision support framework for selection of appropriate safety measure system for underground coal mines10.1080/17457300.2015.1061561 ↗
46. A hybrid information fusion approach to safety risk perception using sensor data under uncertainty10.1007/s00477-017-1389-9 ↗
47. Risk assessment of coal mining above confined aquifer based on maximizing deviation in a GIS environment10.1007/s12517-018-3651-y ↗
48. An integrated framework comprising of AHP, expert questionnaire survey and sensitivity analysis for risk assessment in mining projects
49. Sequential information gathering schemes for spatial risk and decision analysis applications10.1007/s00477-017-1476-y ↗
50. A new generic open pit mine planning process with risk assessment ability10.1007/s40789-016-0152-z ↗
51. Guidelines to design the scope of a geotechnical risk assessment for underground mines10.1134/S1062739114040152 ↗
52. Building damage risk assessment on mining terrains in Poland with GIS application10.1016/j.ijrmms.2009.09.009 ↗
53. Risk assessment and prevention of surface subsidence in deep multiple coal seam mining under dense above-ground buildings: Case study10.1080/10807039.2018.1471579 ↗
54. Heavy metal contamination and health risk assessment in waste mine water dewatering using phosphate beneficiation processes in Jordan
55. Community health impacts of surface mining in the Upper West Region of Ghana: The roles of mining odors and dust10.1080/10807039.2017.1285691 ↗
56. Heavy metals contamination and human health risk assessment around Obuasi gold mine in Ghana10.1007/s10661-016-5241-3 ↗
57. Assessment of Metal Accumulation and Ecological Risk Around Rize Harbor, Turkey (Southeast Black Sea) Affected by Copper Ore Loading Operations by Using Different Sediment Indexes10.1007/s00128-012-0894-2 ↗
58. Rare earth elements (REEs) in PM10 and associated health risk from the polymetallic mining region of Nandan County, China10.1080/10807039.2018.1447362 ↗
59. Polycyclic aromatic hydrocarbons (PAHs) in multimedia environment of Heshan coal district, Guangxi: Distribution, source diagnosis and health risk assessment10.1007/s10653-015-9781-1 ↗
60. Potential harmful elements in coal dust and human health risk assessment near the mining areas in Cherat, Pakistan10.1007/s11356-018-1655-5 ↗
61. Comparisons of human risk assessment models for heavy metal contamination within abandoned metal mine areas in Korea10.1007/s10653-018-0108-x ↗
62. Heavy metal pollution and potential health risk assessment of white rice around mine areas in Hunan Province, China10.1007/s12571-014-0414-9 ↗
63. Contamination and health risk assessment of heavy metals in road dust in Bayan Obo Mining Region in Inner Mongolia, North China10.1007/s11442-015-1244-1 ↗
64. Environmental contamination and risk assessment of mercury from a historic mercury mine located in southwestern China10.1007/s10653-012-9470-2 ↗
65. Indoor and outdoor levels, sources and health risk assessment of mercury in dusts from a coal-industry city of China10.1080/10807039.2017.1296759 ↗
66. Health Risk Assessment Associated with Abandoned Copper and Uranium Mine Tailings10.1007/s00128-019-02570-9 ↗
67. Heavy metal content in vegetables and fruits cultivated in Baia Mare mining area (Romania) and health risk assessment10.1007/s11356-015-4799-6 ↗
68. Risk assessment of particle dispersion and trace element contamination from mine-waste dumps10.1007/s10653-014-9645-0 ↗
69. Distribution and risk assessment of trace metals in riverine surface sediments in gold mining area10.1007/s10661-019-7311-9 ↗
70. Polycyclic aromatic hydrocarbons (PAHs) in surface sediments near a mining site in Okobo-Enjema, Nigeria: Concentrations, source apportionment and risk assessment10.1007/s10653-017-9916-7 ↗
71. Source Identification and Health Risk Assessment of Metals in Indoor Dust in the Vicinity of Phosphorus Mining, Guizhou Province, China10.1007/s00244-014-0064-0 ↗
72. Arsenic bioaccessibility in a gold mining area: A health risk assessment for children10.1007/s10653-011-9444-9 ↗
73. Spatial distribution, source, and risk assessment of soil toxic metals in the coal-mining region of northwestern China10.1007/s12517-018-4152-8 ↗
74. Health risk assessment through consumption of vegetables rich in heavy metals: The case study of the surrounding villages from Panasqueira mine, Central Portugal
75. Heavy metal contents of contaminated soils and ecological risk assessment in abandoned copper mine harbor in Yedidalga, Northern Cyprus10.1007/s12665-018-7556-6 ↗
76. Characterization, distribution, and risk assessment of heavy metals in agricultural soil and products around mining and smelting areas of Hezhang, China10.1007/s10661-015-4951-2 ↗
77. Soil heavy metal pollution and risk assessment associated with the Zn-Pb mining region in Yunnan, Southwest China10.1007/s10661-018-6574-x ↗
78. Effects of biochar amendments on speciation and bioavailability of heavy metals in coal-mine-contaminated soil10.1080/10807039.2018.1429250 ↗
79. From Environmental Ethics to Sustainable Decision-Making: Assessment of Potential Ecological Risk in Soils Around Abandoned Mining Areas-Case Study “Larga de Sus mine” (Romania)10.1007/s10806-019-09767-2 ↗
80. Contamination impact and human health risk assessment of heavy metals in surface soils from selected major mining areas in Ghana10.1007/s10653-019-00332-4 ↗
81. Heavy metals health risk assessment for population via consumption of vegetables grown in old mining area; a case study: Banat County, Romania10.1186/1752-153X-5-64 ↗
82. Distribution, speciation, and risk assessment of selected metals in the gold and iron mine soils of the catchment area of Miyun Reservoir, Beijing, China10.1007/s10661-013-3193-4 ↗
83. Soil treatment and crop rotation for in situ remediation of heavy metal-contaminated agricultural soil in gold mining areas10.1080/10807039.2019.1568856 ↗
84. Arsenic in vegetables poses a health risk in the vicinity of a mining area in the southern Hunan Province, China10.1080/10807039.2017.1306433 ↗
85. Heavy metal pollution and ecological risk assessment of the paddy soils near a zinc-lead mining area in Hunan10.1007/s10661-015-4835-5 ↗
86. Risk Analysis of Metals in Soil from a Restored Coal Mining Area10.1007/s00128-015-1576-7 ↗
87. Health Risk Assessment of Potentially Toxic Trace and Elements in Vegetables Grown Under the Impact of Kajaran Mining Complex10.1007/s12011-019-01675-w ↗
88. Assessment of the risk of pollution by sulfur compounds and heavy metals in soils located in the proximity of a disused for 20 years sulfur mine (SE Poland)10.1016/j.jenvman.2016.05.074 ↗
89. Trace element analysis and associated risk assessment in mining area soils from Zhexi river plain, Zhejiang, China10.1080/15275922.2017.1368046 ↗
90. Assessment of heavy metal pollution and human health risk in urban soils of the coal mining city, Huainan, East China10.1080/10807039.2016.1174924 ↗
91. Drinking water quality and health risk analysis in the mining impact zone, Armenia10.1007/s40899-019-00333-2 ↗
92. Risk assessment due to intake of heavy metals through the ingestion of groundwater around two proposed uranium mining areas in Jharkhand, India10.1007/s10661-011-2045-3 ↗
93. Assessment of contamination and health risk of heavy metals in selected water bodies around gold mining areas in Ghana10.1007/s10661-018-6750-z ↗
94. Distribution and risk assessment of heavy metals in overlying water, porewater, and sediments of Yongding River in a coal mine brownfield10.1007/s11368-017-1833-y ↗
95. Trace elements in four freshwater fish from a mine-impacted river: Spatial distribution, species-specific accumulation, and risk assessment10.1007/s11356-018-1207-z ↗
96. The exposure level of heavy metals at four different locations near Gan-Ning-Meng reaches of the Yellow River, China10.1080/10807039.2016.1207155 ↗
97. Occurrence and health risk assessment of trace heavy metals via groundwater in Shizhuyuan Polymetallic Mine in Chenzhou City, China10.1007/s11783-014-0675-8 ↗
98. Towards sustainability in underground coal mine closure contexts: A methodology proposal for environmental risk management10.1016/j.jclepro.2016.08.149 ↗
99. From chemical risk assessment to environmental resources management: The challenge for mining10.1007/s11356-013-1785-8 ↗
100. Use FMEA method for environmental risk assessment in ore complex on wildlife habitats10.1080/10807039.2015.1106912 ↗