Bibliometric Analysis of Research History, Hotspots, and Emerging Trends on Flax with CiteSpace (2000-2022)

References

• Andersons, J., E. Spārniņš, and R. Joffe. 2006. Stiffness and strength of flax fiber/polymer matrix composites. Polymer Composites 27 (2):221–12. doi:10.1002/pc.20184.
   Web of Science ®Google Scholar
• Andersons, J., E. Spārniņš, and E. Poriķe. 2009. Strength and damage of elementary flax fibers extracted from tow and long line flax. Journal of Composite Materials 43 (22):2653–64. doi:10.1177/0021998309345035.
   Web of Science ®Google Scholar
• Bodros, E., I. Pillin, N. Montrelay, and C. Baley. 2007. Could biopolymers reinforced by randomly scattered flax fibre be used in structural applications? Composites Science and Technology 67 (3–4):462–70. doi:10.1016/j.compscitech.2006.08.024.
   Web of Science ®Google Scholar
• Bruno, M. C., D. M. Posik, M. E. Zappa, V. Baroni, D. Wunderlin, G. Giovambattista, and P. P. García. 2020. Genetic identification of flax, chia and sesame seeds in processed foods. Food Control 118:107374. doi:10.1016/j.foodcont.2020.107374.
   Web of Science ®Google Scholar
• Catanzariti, A. M., P. N. Dodds, G. J. Lawrence, M. A. Ayliffe, and J. G. Ellis. 2006. Haustorially expressed secreted proteins from flax rust are highly enriched for avirulence elicitors. The Plant Cell 18 (1):243–56. doi:10.1105/tpc.105.035980.
   PubMed Web of Science ®Google Scholar
• Chen, C. 2004. Searching for intellectual turning points: Progressive knowledge domain visualization. Proceedings of the National Academy of Sciences of the United States of America 101 Suppl 1:5303–10. doi:10.1073/pnas.0307513100.
   PubMed Web of Science ®Google Scholar
• Chen, C. 2017. Science mapping: A systematic review of the literature. Journal of Data and Information Science 2 (2):1–40. doi:10.1515/jdis-2017-0006.
   Web of Science ®Google Scholar
• Chen, C., R. Dubin, and M. C. Kim. 2014. Orphan drugs and rare diseases: A scientometric review (2000 – 2014). Expert Opinion on Orphan Drugs 2 (7):709–24. doi:10.1517/21678707.2014.920251.
   Web of Science ®Google Scholar
• Chytilova, M., D. Mudronova, R. Nemcova, S. Gancarcikova, V. Buleca, J. Koscova, and L. Tkacikova. 2013. Anti-inflammatory and immunoregulatory effects of flax-seed oil and Lactobacillus plantarum - Biocenol LP96 in gnotobiotic pigs challenged with enterotoxigenic Escherichia coli. Research in Veterinary Science 95 (1):103–09. doi:10.1016/j.rvsc.2013.02.002.
   PubMed Web of Science ®Google Scholar
• Cloutier, S., Z. Niu, R. Datla, and S. Duguid. 2009. Development and analysis of EST-SSRs for flax (Linum usitatissimum L.). Theoretical and Applied Genetics 119 (1):53–63. doi:10.1007/s00122-009-1016-3.
   PubMed Web of Science ®Google Scholar
• Colli, M. C., A. Bracht, A. A. Soares, A. L. de Oliveira, C. G. Boer, C. G. de Souza, and R. M. Peralta. 2012. Evaluation of the efficacy of flaxseed meal and flaxseed extract in reducing menopausal symptoms. Journal of Medicinal Food 15 (9):840–45. doi:10.1089/jmf.2011.0228.
   PubMed Web of Science ®Google Scholar
• Day, A., S. Fenart, G. Neutelings, S. Hawkins, C. Rolando, and C. Tokarski. 2013. Identification of cell wall proteins in the flax (Linum usitatissimum) stem. Proteomics 13 (5):812–25. doi:10.1002/pmic.201200257.
   PubMed Web of Science ®Google Scholar
• Ding, J., C. Liu, Q. Chen, Z. Zhang, J. Han, A. Liang, D. Zhu, H. Wang, M. Lv, L. Chen, et al. 2022. Extractable additives in microplastics a hidden threat to soil fauna. Environmental Pollution 294:118647. doi:10.1016/j.envpol.2021.118647.
   PubMed Web of Science ®Google Scholar
• Dodds, P. N., G. J. Lawrence, A. M. Catanzariti, T. Teh, C. I. Wang, M. A. Ayliffe, B. Kobe, and J. G. Ellis. 2006. Direct protein interaction underlies gene-for-gene specificity and coevolution of the flax resistance genes and flax rust avirulence genes. Proceedings of the National Academy of Sciences of the United States of America 103 (23):8888–93. doi:10.1073/pnas.0602577103.
   PubMed Web of Science ®Google Scholar
• Firouzsalari, S. E., D. Dizhur, K. Jayaraman, and J. M. Ingham. 2021. Bending behaviour of flax fabric-reinforced epoxy pipes. Composites Part A, Applied Science and Manufacturing 140. doi:10.1016/j.compositesa.2020.106179.
   Web of Science ®Google Scholar
• Fofana, B., S. Cloutier, C. W. Kirby, J. McCallum, and S. Duguid. 2011. A well balanced omega-6/omega-3 ratio in developing flax bolls after heating and its implications for use as a fresh vegetable by humans. Food Research International 44 (8):2459–64. doi:10.1016/j.foodres.2010.12.018.
   Web of Science ®Google Scholar
• Galinousky, D., and T. Padvitski. 2017. Cell wall gene expression in two sub-species of flax. The EuroBiotech Journal 1 (2):192–95. doi:10.24190/ISSN2564-615X/2017/02.15.
   Google Scholar
• Gong, W., M. Jiang, P. Han, G. Liang, T. Zhang, and G. Liu. 2019. Comparative analysis on the sorption kinetics and isotherms of fipronil on nondegradable and biodegradable microplastics. Environmental Pollution 254:112927. doi:10.1016/j.envpol.2019.07.095.
   PubMed Web of Science ®Google Scholar
• Guo, D., H. Jiang, J. Ye, A. Zhang, Y. Wang, Y. Gao, Q. Yan, J. Chen, L. Duan, H. Liu, et al. 2021. Transcriptome combined with population level validation reveals genomic loci controlling plant height in flax (Linum usitatissimum L.). Industrial Crops and Products 172:113998. doi:10.1016/j.indcrop.2021.113998.
   Web of Science ®Google Scholar
• Guo, Y., C. Qiu, S. Long, H. Wang, and Y. Wang. 2020. Cadmium accumulation, translocation, and assessment of eighteen Linum usitatissimum L. cultivars growing in heavy metal contaminated soil. International Journal of Phytoremediation 22:490–96. doi:10.1080/15226514.2019.1683714.
   PubMed Web of Science ®Google Scholar
• Istomin, A. V., T. S. Demina, E. N. Subcheva, T. A. Akopova, and A. N. Zelenetskii. 2016. Nanocrystalline cellulose from flax stalks: Preparation, structure, and use. Fibre Chemistry 48 (3):199–201. doi:10.1007/s10692-016-9767-5.
   Web of Science ®Google Scholar
• Jiang, H., D. Guo, J. Ye, Y. Gao, H. Liu, Y. Wang, M. Xue, Q. Yan, J. Chen, L. Duan, et al. 2021. Genome-wide analysis of genomic imprinting in the endosperm and allelic variation in flax. The Plant Journal. 107(6):1697–710. doi:10.1111/tpj.15411.
   PubMed Web of Science ®Google Scholar
• Jonkers, K., and G. E. Derrick. 2012. The bibliometric bandwagon: Characteristics of bibliometric articles outside the field literature. Journal of the American Society for Information Science and Technology 63 (4):829–36. doi:10.1002/asi.22620.
   Web of Science ®Google Scholar
• Judt, M. 1993. Non-wood plant fibres, will there be a come-back in paper-making. Industrial Crops and Products 2 (1):51–57. doi:10.1016/0926-6690(93)90011-W.
   Google Scholar
• Karimzadeh Soureshjani, H., M. Bahador, M. Tadayon, and A. Ghorbani Dehkordi. 2019. Modelling seed germination and seedling emergence of flax and sesame as affected by temperature, soil bulk density, and sowing depth. Industrial Crops and Products 141:111770. doi:10.1016/j.indcrop.2019.111770.
   Web of Science ®Google Scholar
• Kim, M. C., and C. Chen. 2015. A scientometric review of emerging trends and new developments in recommendation systems. Scientometrics 104 (1):239–63. doi:10.1007/s11192-015-1595-5.
   Web of Science ®Google Scholar
• Kulma, A., K. Skórkowska-Telichowska, K. Kostyn, M. Szatkowski, J. Skała, Z. Drulis-Kawa, M. Preisner, M. Żuk, J. Szperlik, Y. F. Wang, et al. 2015. New flax producing bioplastic fibers for medical purposes. Industrial Crops and Products 68:80–89. doi:10.1016/j.indcrop.2014.09.013.
   Web of Science ®Google Scholar
• Kulma, A., M. Zuk, S. H. Long, C. S. Qiu, Y. F. Wang, S. Jankauskiene, M. Preisner, K. Kostyn, and J. Szopa. 2015. Biotechnology of fibrous flax in Europe and China. Industrial Crops and Products 68:50–59. doi:10.1016/j.indcrop.2014.08.032.
   Web of Science ®Google Scholar
• Li, L., Y. Luo, R. Li, Q. Zhou, W. J. G. M. Peijnenburg, N. Yin, J. Yang, C. Tu, and Y. Zhang. 2020. Effective uptake of submicrometre plastics by crop plants via a crack-entry mode. Nature Sustainability 3 (11):929–37. doi:10.1038/s41893-020-0567-9.
   Web of Science ®Google Scholar
• Liu, Z., S. Z. Erhan, D. E. Akin, F. E. Barton, C. Onwulata, and T. A. McKeon. 2012. Modified flax fibers reinforced soy-based composites: Mechanical properties and water absorption behavior. Composite Interfaces 15 (2–3):207–20. doi:10.1163/156855408783810821.
   Google Scholar
• Li, Y., Y. Wang, X. Rui, Y. Li, Y. Li, H. Wang, J. Zuo, and Y. Tong. 2017. Sources of atmospheric pollution: A bibliometric analysis. Scientometrics 112 (2):1025–45. doi:10.1007/s11192-017-2421-z.
   Web of Science ®Google Scholar
• Mahendran, A. R., G. Wuzella, N. Aust, U. Müller, and A. Kandelbaue. 2013. Processing and characterization of natural fibre reinforced composites using lignin phenolic binder. Polymers & Polymer Composites 21 (4):199–206. doi:10.1177/096739111302100401.
   Web of Science ®Google Scholar
• Majumdar, K., B. Thakur, and A. Majumdar. 2022. Natural fiber reinforced concrete: Bibliometric and network analyses to delineate the current status and future pathways. Journal of Natural Fibers 19 (17):15963–83. doi:10.1080/15440478.2022.2140323.
   Web of Science ®Google Scholar
• Makhlouf, A., A. Belaadi, S. Amroune, M. Bourchak, and H. Satha. 2020. Elaboration and characterization of flax fiber reinforced high density polyethylene biocomposite: Effect of the heating rate on thermo-mechanical properties. Journal of Natural Fibers 19 (10):1–14. doi:10.1080/15440478.2020.1848737.
   Web of Science ®Google Scholar
• Mańkowski, J., K. Pudełko, J. Kołodziej, and T. Karaś. 2015. Effect of herbicides on yield and quality of straw and homomorphic fibre in flax (Linum usitatissimum L.). Industrial Crops and Products 70:185–89. doi:10.1016/j.indcrop.2015.03.035.
   Web of Science ®Google Scholar
• Meng, G., F. Sun, J. Zhou, H. Sun, M. Li, and T. Tang. 2016. Study on difference and correlation of fatty acid composition between flax germplasm. Molecular Plant Breeding 14:2502–08.
   Google Scholar
• Mieck, K. P., A. Nechwatal, and C. Knobelsdorf. 1995. Faser-matrix-haftung in kunststoffverbunden aus thermoplastischer matrix und flachs. 1. Die ausrüstung mit silanen. Angewandte Makromolekulare Chemie 224 (1):73–88. doi:10.1002/apmc.1995.052240108.
   Google Scholar
• Mikhailouskaya, N. 2006. The effect of flax seed inoculation by Azospirillum brasilense on flax yield and its quality. Plant, Soil and Environment 52 (9):402–06. doi:10.17221/3458-PSE.
   Web of Science ®Google Scholar
• Ngo, T. D., M. Nofar, M. T. Ton-That, and W. Hu. 2016. Flax and its thermoplastic biocomposites. Journal of Composite Materials 50 (22):3043–51. doi:10.1177/0021998315615407.
   Web of Science ®Google Scholar
• Nwankwo, C. O., J. Mahachi, D. O. Olukanni, and I. Musonda. 2023. Natural fibres and biopolymers in FRP composites for strengthening concrete structures: A mixed review. Construction and Building Materials 363:129661. doi:10.1016/j.conbuildmat.2022.129661.
   Web of Science ®Google Scholar
• Paynel, F., C. Morvan, S. Marais, and L. Lebrun. 2013. Improvement of the hydrolytic stability of new flax-based biocomposite materials. Polymer Degradation and Stability 98 (1):190–97. doi:10.1016/j.polymdegradstab.2012.10.010.
   Web of Science ®Google Scholar
• Petrulis, D., and S. Petrulyte. 2016. Tensile behavior of the knots for spun yarns of different flax types. Journal of Natural Fibers 13 (6):682–90.
   Web of Science ®Google Scholar
• Pudełko, K., J. Mańkowski, and J. Kołodziej. 2014. Cultivation of fiber and oil flax (Linum usitatissimum L.) in no-tillage and conventional systems. Part II. Influence of no-tillage and use of herbicides on yield and weed infestation of oil flax and the physical and biological properties of the soil. Journal of Natural Fibers 12 (1):72–83. doi:10.1080/15440478.2014.897669.
   Web of Science ®Google Scholar
• Rajan, A., D. R. Sobankumar, and A. J. Nair. 2014. Enrichment of ω-3 fatty acids in flax seed oil by alkaline lipase of Aspergillus fumigatus MTCC 9657. International Journal of Food Science & Technology 49 (5):1337–43. doi:10.1111/ijfs.12434.
   Web of Science ®Google Scholar
• Ramcharitar, A., N. Badrie, M. Mattfeldt-Beman, H. Matsuo, and C. Ridley. 2005. Consumer acceptability of muffins with flaxseed (Linum usitatissimum). Journal of Food Science 70 (7):S504–07. doi:10.1111/j.1365-2621.2005.tb11499.x.
   Web of Science ®Google Scholar
• Rupani, B., K. Kodam, R. Gadre, and G. D. Najafpour. 2012. Lipase‐mediated hydrolysis of flax seed oil for selective enrichment of α‐linolenic acid. European Journal of Lipid Science and Technology 114 (11):1246–53. doi:10.1002/ejlt.201100384.
   Web of Science ®Google Scholar
• Rydlová, J., D. Püschel, R. Sudová, M. Gryndler, O. Mikanová, and M. Vosátka. 2010. Interaction of arbuscular mycorrhizal fungi and rhizobia: Effects on flax yield in spoil‐bank clay. Journal of Plant Nutrition and Soil Science 174 (1):128–34. doi:10.1002/jpln.201000130.
   Google Scholar
• Sain, M., D. Fortier, and E. Lampron. 2002. Chemi-refiner mechanical pulping of flax shives refining energy and fiber properties. Bioresource Technology 81:193–200. doi:10.1016/S0960-8524(01)00143-2.
   PubMed Web of Science ®Google Scholar
• Sanjay, M. R., P. Madhu, M. Jawaid, P. Senthamaraikannan, S. Senthil, and S. Pradeep. 2018. Characterization and properties of natural fiber polymer composites: A comprehensive review. Journal of Cleaner Production 172:566–81. doi:10.1016/j.jclepro.2017.10.101.
   Web of Science ®Google Scholar
• Szopa, J., M. Wróbel-Kwiatkowska, A. Kulma, M. Zuk, K. Skórkowska-Telichowska, L. Dymińska, M. Mączka, J. Hanuza, J. Zebrowski, and M. Preisner. 2009. Chemical composition and molecular structure of fibers from transgenic flax producing polyhydroxybutyrate, and mechanical properties and platelet aggregation of composite materials containing these fibers. Composites Science and Technology 69 (14):2438–46. doi:10.1016/j.compscitech.2009.06.017.
   Web of Science ®Google Scholar
• Ventura, H., L. Sorrentino, E. Laguna-Gutierrez, M. A. Rodriguez-Perez, and M. Ardanuy. 2018. Gas dissolution foaming as a novel approach for the production of lightweight biocomposites of PHB/natural fibre fabrics. Polymers (Basel) 10 (3). doi:10.3390/polym10030249.
   PubMed Web of Science ®Google Scholar
• Waldron, D., and J. Harwood. 2011. A preliminary investigation into the influence of chemical composition on the dynamic mechanical properties of flax (Linum usitattisimum) straw. Journal of Natural Fibers 8 (2):126–42. doi:10.1080/15440478.2011.577596.
   Web of Science ®Google Scholar
• Wang, Z., N. Hobson, L. Galindo, S. Zhu, D. Shi, J. McDill, L. Yang, S. Hawkins, G. Neutelings, R. Datla, et al. 2012. The genome of flax (Linum usitatissimum) assembled de novo from short shotgun sequence reads. The Plant Journal. 72(3):461–73. doi:10.1111/j.1365-313X.2012.05093.x.
   PubMed Web of Science ®Google Scholar
• Wang, Y., Z. Jankauskiene, C. Qiu, E. Gruzdeviene, S. Long, E. Alexopoulou, Y. Guo, J. Szopa, D. Hao, A. L. Fernando, et al. 2017. Fiber flax breeding in China and Europe. Journal of Natural Fibers. 15(3):309–24. doi:10.1080/15440478.2017.1325431.
   Web of Science ®Google Scholar
• Wu, T., Y. Wang, H. Chen, and D. Zhou. 2017. Research hotspots of environmental soil science in 2016 based on bibliometrics analysis. Journal of Agro-Environment Science 36 (2):205–15.
   Google Scholar
• Ye, G., X. Zhang, C. Yan, Y. Lin, and Q. Huang. 2021. Polystyrene microplastics induce microbial dysbiosis and dysfunction in surrounding seawater. Environment International 156:106724. doi:10.1016/j.envint.2021.106724.
   PubMed Web of Science ®Google Scholar
• Yu, Y., Y. Zhang, X. Yang, H. Liu, L. Shao, X. Zhang, and J. Yao. 2015. Biodegradation process and yellowing mechanism of an ecofriendly superabsorbent based on cellulose from flax yarn wastes. Cellulose 22 (1):329–38. doi:10.1007/s10570-014-0531-9.
   Web of Science ®Google Scholar
• Zhao, X., H. Wang, H. Qiu, C. Qiu, S. Long, Y. Wang, and Y. Guo. 2022. Effects of cadmium treatment on the flax growth and the distribution of cadmium in flax. Journal of Hunan Agricultural University (Natural Sciences) 48 (1):82–86. in Chinese.
   Google Scholar
• Zimniewska, M., J. Myalski, M. Koziol, J. Mankowski, and E. Bogacz. 2012. Natural fiber textile structures suitable for composite materials. Journal of Natural Fibers 9 (4):229–39. doi:10.1080/15440478.2012.737176.
   Web of Science ®Google Scholar
• Zuk, M., J. Szperlik, A. Hnitecka, and J. Szopa. 2019. Temporal biosynthesis of flavone constituents in flax growth stages. Plant Physiology and Biochemistry 142:234–45. doi:10.1016/j.plaphy.2019.07.009.
   PubMed Web of Science ®Google Scholar