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Research Progress on Mine Ecological Restoration Based on Knowledge Graph Analysis
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Yang LIU1, 2, Liangbin ZHOU3, 4, Xuetao YUAN5, Zhihui CHANG1
Mining Research and Development | 2026, 46(3) : 207 - 220
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Mining Research and Development | 2026, 46(3): 207-220
Research Progress on Mine Ecological Restoration Based on Knowledge Graph Analysis
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Yang LIU1, 2, Liangbin ZHOU3, 4, Xuetao YUAN5, Zhihui CHANG1
Affiliations
  • 1.School of Grassland Science, Beijing Forestry University, Beijing 100083, China
  • 2.College of Electrical Engineering, North China University of Science and Technology, Tangshan, Hebei 063210, China
  • 3.Chengdu Chengdugan Technology Co., Ltd., Chengdu, Sichuan 610200, China
  • 4.Sichuan Branch, Beijing Linmiao Ecological Environment Technology Co., Ltd., Chengdu, Sichuan 610096, China
  • 5.College of Mining Engineering, North China University of Science and Technology, Tangshan, Hebei 063210, China
Published: 2026-03-25
Outline
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To explore the research hotspots and development trends in the field of mine ecological restoration, based on the literature data retrieved from Web of Science (WOS) and China National Knowledge Infrastructure (CNKI), 692 English literatures and 298 Chinese literatures were visually analyzed using software including VOSviewer, CiteSpace and SCImago Graphica. The differences among various mine ecological restoration philosophies and key restoration technologies were also discussed. The results show that the number of publications in the field of mine ecological restoration shows an overall upward trend. Cooperation among countries is frequent, and a research network has been formed with China as the primary core and European and American countries such as the United States, Australia and Spain as the secondary cores. Cooperation among international high-yield institutions is close, while connections among domestic high-yield institutions are lacking. Research hotspots focus on coal mine restoration, phytoremediation technology, soil heavy metal remediation, microbial mechanism research, restoration effect evaluation, and carbon neutrality target practice. In the future, it is necessary to further study the restoration technologies of basic mine ecological units dominated by soil, microorganisms and plants, promote the application of emerging technologies such as UAV aerial mapping and machine learning in model construction and effect evaluation, and explore the path of mine ecological restoration under the carbon neutrality goal. Mine ecological restoration research is currently in a period of explosive development. China should combine macro-monitoring with micro-research, apply cutting-edge technologies, promote interdisciplinary integration and cross-field cooperation, and continuously improve the research system of mine ecological restoration in China.

Mine ecological restoration  /  Visual analysis  /  Knowledge graph
刘洋, 周良彬, 袁雪涛, 常智慧. 基于知识图谱分析的矿山生态修复研究进展. 矿业研究与开发, 2026 , 46 (3) : 207 -220 .
Yang LIU, Liangbin ZHOU, Xuetao YUAN, Zhihui CHANG. Research Progress on Mine Ecological Restoration Based on Knowledge Graph Analysis[J]. Mining Research and Development, 2026 , 46 (3) : 207 -220 .
Year 2026 volume 46 Issue 3
55
12
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  • Receive Date:2025-04-08
  • Online Date:2026-10-29
  • Published:2026-03-25
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  • Received:2025-04-08
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Affiliations
    1.School of Grassland Science, Beijing Forestry University, Beijing 100083, China
    2.College of Electrical Engineering, North China University of Science and Technology, Tangshan, Hebei 063210, China
    3.Chengdu Chengdugan Technology Co., Ltd., Chengdu, Sichuan 610200, China
    4.Sichuan Branch, Beijing Linmiao Ecological Environment Technology Co., Ltd., Chengdu, Sichuan 610096, China
    5.College of Mining Engineering, North China University of Science and Technology, Tangshan, Hebei 063210, China
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表12种不同金属材料的力学参数
科
Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
total species (%)
属
Genus
种数
Number of
species
占总种数比例
Percentage of total
species (%)
鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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