Abstract
Among technologies of saline–alkali land management and improvement, some can be applied to different regions and causes, and play the role of generic technology. In this paper, by using the patent Derwent Innovation Index, we firstly retrieve the relevant patents, then through cleaning the patent data, build a patent citation network. Finally, we use technology co-occurrence strength, out centrality, betweenness centrality, SPLC path analysis, the number of patent families as well the number of valid countries or territories designated by the patent for identification, from fundamentality, externality and benefit of generic technology characteristics. The conclusion is that fertilizer, organic fertilizer and green manure, microbial fermentation technology, soil tillage and working technology, irrigation and drainage systems and the saline, the saline–alkali substance cleaning technology, planting salt-tolerant plants are generic technologies for saline–alkali land management and improvement.
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References
Wang, S.J., Chen, Q., Li, Y., et al.: Research on saline-alkali soil amelioration with FGD gypsum. Resour. Conserv. Recycl. 121, 82–92 (2017)
Wu, Y.P., Li, Y.F., Zheng, C.Y., et al.: Organic amendment application influence soil organism abundance in saline alkali soil. Eur. J. Soil Biol. 54, 32–40 (2013)
Hammer, E.C., Nasr, H., Wallander, H.: Effects of different organic materials and mineral nutrients on arbuscular mycorrhizal fungal growth in a Mediterranean saline dryland. Soil Biol. Biochem. 43, 2332–2337 (2011)
Zhang, J.F., Zhang, X.D., Zhou, J.X., et al.: World resources of saline soil and main amelioration measures. Res. Soil Water Conserv. 12(6), 28–31 (2005)
Liu, H., Liu, J.Z., Yan, X.G., et al.: Progress of researches on technology of saline soil improvement and utilization. J. Jilin Agric. Sci. 37(2), 20–23 (2012)
Ma, C., Ma, L.Y., Liu, T.X., et al.: Research progress on saline and improvement technology. World For. Res. 23(2), 28–32 (2010)
Zhao, Y., Li, Y., Wang, J., et al.: Buried straw layer plus plastic mulching reduces soil salinity and increases sunflower yield in saline soils. Soil Tillage Res. 155, 363–370 (2016)
Abd El Aziz, N.G., Mazher, A.A.M., Mahgoub, M.H.: Influence of using organic fertilizer on vegetative growth, flowering and chemical constituents of Matthiola incana plant grown under saline water irrigation. World J. Agric. Sci. 7, 47–54 (2011)
Han, L.P., Liu, H.T., Yu, S.H., et al.: Potential application of oat for phytoremediation of salt ions in coastal saline-alkali soil. Ecol. Eng. 61, 274–281 (2013)
Li, J.Z.: Supply and diffusion model selection of generic technology. Sci. Sci. Manag. S.&T. 32(10), 5–12 (2011)
Yuan, S.D.: Recognition of generic technology in technology fore-sight Delphi Survey. Sci. Sci. Manag. S.&T. 10, 21–26 (2009)
Wei, Y.L., Tang, W.X.: Study on screening index system and model of generic technology. Sci. Technol. Manag. Res. 4, 46–48 (2009)
Deng, X.R., Zhang, D.D., Gao, Q.Y.: Analysis on the optimization of generic technology evaluation index system-taking the generic technology assessment of the electric vehicles as an example. Forum Sci. Technol. China 11, 48–54 (2013)
Nonaka, I.: A dynamic theory of organizational knowledge creation. Organ. Sci. 5(1), 14–37 (1994)
Luan, C.J.: Study on the measuring indicators of generic technology of emerging industries of strategic importance. Sci. Sci. Manag. S.&T. 33(2), 11–15 (2012)
Huang, L.C., Zhang, J.: Conceptual framework of identifying industrial generic technology based on patent analysis. Technol. Econ. 32(12), 18–22 (2013)
Zheng, Y.N., Pu, M., Liu, Z.H.: Discussion on the basic theory of industrial generic technology identification based on industrial innovation chain. Inf. Theory Pract. 39(9), 53–58 (2016)
Zhang, P., Yang, Y.J., Song, L.X.: GPS identification, evolution and enlightenment of generic technology in industry-based on patent analysis. Technol. Econ. 35(12), 60–75 (2016)
Cui, R.Q.: Understanding and thinking of some problems in the development of document metrology. Libr. Theory Pract. 6, 51–54 (2007)
Zheng, W.H.: Comparison of bibliometrics and content analysis. J. Intell. 5, 31–33 (2006)
Christian, S.: Technological specialization and patenting strategies in east Asiat—insights from the electronics industry. Sci. Focus 4, 26–30 (2009)
Chang, P.L., Wu, C.C., Leu, H.J.: Using patent analyses to monitor the technological trends in an emerging field of technology: a case of carbon nanotube field emission display. Scientometrics 82(1), 5–19 (2010)
Lee, P.C., Su, H.N., Wu, F.: Quantitative mapping of patented Technology-the case of electrical conducting polymer nanocomposite. Technol. Forecast. Soc. Chang. 77(3), 466–478 (2010)
Jiang, Y.P.: Surveying to the application of date mining in the analysis of patent citation. Libr. Inf. 1, 75–78 (2008)
Jiang, X., Wei, F.: Research framework for identifying generic technology based on patent analysis. J. Intell. 34(12), 79–84 (2015)
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The authors acknowledge the National Key Research and Development Program of China (Grant: 2016YFC0503703).
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Liu, L., Bai, X. & Jiang, Z. The generic technology identification of saline–alkali land management and improvement based on social network analysis. Cluster Comput 22 (Suppl 6), 13167–13176 (2019). https://doi.org/10.1007/s10586-018-2705-y
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DOI: https://doi.org/10.1007/s10586-018-2705-y