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Research status of fingerprinting and its application in the field of solid waste
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Zhi-min ZHENG, Jin-zhong YANG*, Qing-qi DIE, Fei WANG, Rui-xiao HUANG, Yu-fei YANG, Qi-fei HUANG
China Environmental Science | 2025, 45(8) : 4410 - 4422
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China Environmental Science | 2025, 45(8): 4410-4422
• Solid Waste •
Research status of fingerprinting and its application in the field of solid waste
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Zhi-min ZHENG, Jin-zhong YANG*, Qing-qi DIE, Fei WANG, Rui-xiao HUANG, Yu-fei YANG, Qi-fei HUANG
Affiliations
  • State Key Laboratory of Environmental Criteria and Risk Assessment, Research Institute of Solid Waste Management, Chinese Research Academy of Environmental Sciences, Beijing 100012, China
Published: 2025-08-20
Outline
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In order to understand the current research status of fingerprinting technology and clarify its application and prospects in the field of solid waste, the Web of Science (WOS) core database: Science Citation Index Expanded (SCI-Expanded) was relied upon to retrieve and analyze relevant literature from 2010 to 2024. It was found that the number of publications indicates that fingerprinting technology still maintains a high level of research interest. The subject clustering analysis shows that its application is extensive and its research interest in the environmental field has also been high in recent years. Keyword clustering reveals that the research hotspots are concentrated in four aspects: Recognition, ChemoInformatics, Deep learning, and Model. Keyword co-occurrence analysis of literature in the field of solid waste shows that there are few studies on the use of fingerprinting technology for solid waste management, mainly focusing on the post-processing stage. Through literature research, the data acquisition technology, feature extraction technology, and feature presentation forms of fingerprinting were summarized, and the possibility of applying emerging technologies in the field of solid waste and future development prospects were proposed.

fingerprinting  /  spectrogram  /  solid waste  /  radar chart  /  distribution curve  /  CiteSpace
郑志敏, 杨金忠, 迭庆杞, 王菲, 黄瑞潇, 杨玉飞, 黄启飞. 指纹图谱技术研究现状及其在固废领域的应用. 中国环境科学, 2025 , 45 (8) : 4410 -4422 .
Zhi-min ZHENG, Jin-zhong YANG, Qing-qi DIE, Fei WANG, Rui-xiao HUANG, Yu-fei YANG, Qi-fei HUANG. Research status of fingerprinting and its application in the field of solid waste[J]. China Environmental Science, 2025 , 45 (8) : 4410 -4422 .
Year 2025 volume 45 Issue 8
72
15
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  • Receive Date:2025-01-20
  • Online Date:2026-10-08
  • Published:2025-08-20
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  • Received:2025-01-20
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    State Key Laboratory of Environmental Criteria and Risk Assessment, Research Institute of Solid Waste Management, Chinese Research Academy of Environmental Sciences, Beijing 100012, 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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