Patent mining on soil pollution remediation technology from the perspective of technological trajectory

被引:9
|
作者
Qi, Zefeng [1 ,3 ]
Han, Yixin [2 ]
Afrane, Sandylove [1 ,3 ]
Liu, Xi [4 ]
Zhang, Mingqi [1 ,3 ]
Crittenden, John [5 ]
Chen, Jian Lin [6 ,7 ,8 ,9 ]
Mao, Guozhu [1 ,3 ]
机构
[1] Tianjin Univ, Sch Environm Sci & Engn, Tianjin 300350, Peoples R China
[2] Shandong Natl Stand Tech Review & Assessment Ctr, Jinan 250002, Peoples R China
[3] Georgia Tech Tianjin Univ, Shenzhen Inst, Ctr Green Bldg & Sponge Cities, Shenzhen 518071, Guangdong, Peoples R China
[4] Shandong Univ, Inst Blue & Green Dev, Weihai 264209, Peoples R China
[5] Georgia Inst Technol, Sch Civil & Environm Engn, Brook Byers Inst Sustainable Syst, Atlanta, GA USA
[6] Hong Kong Metropolitan Univ, Sch Sci & Technol, Dept Sci, Good Shepherd St, Hong Kong, Peoples R China
[7] City Univ Hong Kong, Shenzhen Res Inst, Shenzhen, Peoples R China
[8] City Univ Hong Kong, State Key Lab Marine Pollut, Kowloon, Tat Chee Ave, Hong Kong, Peoples R China
[9] City Univ Hong Kong, Dept Chem, Kowloon, Tat Chee Ave, Hong Kong, Peoples R China
关键词
Contaminated soil restoration; Patent analysis; Social network analysis; Technical prediction; FORECASTING EMERGING TECHNOLOGIES; HYDROPHOBIC ORGANIC-COMPOUNDS; RESEARCH-AND-DEVELOPMENT; SOCIAL NETWORK ANALYSIS; CONTAMINATED SOILS; HEAVY-METALS; THERMAL-DESORPTION; AGRICULTURAL SOIL; STRUCTURAL HOLES; S-CURVE;
D O I
10.1016/j.envpol.2022.120661
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Recent years have seen a marked growth in soil environmental problems, however, the research & development (R&D) direction of soil pollution remediation technology (SPRT) for addressing related challenges to the global ecosystem is still unclear. Patent is the most effective carrier of technological information. Therefore, this study investigates the status and future direction of SPRT through the analysis and mining of 14,475 patents from 1971 to 2020. In 2006-2020, 14,435 SPRT patents (79% of the total) were published, which is in the development stage. By measuring the proportion of high-value patents, determined by the ratio of the number of patent families containing two or more patents (PF2) to that containing at least one patent (PF1), we found that United States (PF2/PF1 = 0.711), Japan (PF2/PF1 = 0.500), and South Korea (PF2/PF1 = 0.431) hold a monopoly. International patent organizations serve as a bridge for technology transfer. Patent CN101947539-A measured by structural hole index (Effective size = 98.194, Efficiency = 0.926) has the most significant technological in-fluence. Therefore, in order to accomplish the technological transition and improve the soil remediation ca-pacity, more attention should be paid to the microbial-assisted phytoremediation technology related to inorganic pollutants, hyperaccumulators and stabilizers. Additionally, patents CN102834190-A (Effective size = 23.930, Efficiency = 0.855, Constraint = 0.141, Hierarchy = 0.089) and CN105855289 (Effective size = 21.453, Effi-ciency = 0.795 Constraint = 0.149, Hierarchy = 0.086) are both at the location of structural holes. So, more research should be carried out on green and cost-effective solutions for reducing organic pollutants in soil remediation. The current study identifies opportunities for innovations and breakthroughs in SPRT and offers relevant information on technological development prospects.
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页数:13
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