IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v16y2019i23p4755-d291553.html
   My bibliography  Save this article

Phytoremediation of Heavy Metal Pollution: A Bibliometric and Scientometric Analysis from 1989 to 2018

Author

Listed:
  • Chen Li

    (School of Chemistry and Environmental Science, Shaanxi University of Technology, Hanzhong 723001, China
    School of Environment and Resource, Southwest University of Science and Technology, Mianyang 621010, China
    Shaanxi Key Laboratory of Catalysis, Shaanxi University of Technology, Hanzhong 723001, China
    School of Life Science and Engineering, Southwest University of Science and Technology, Mianyang 621010, China)

  • Xiaohui Ji

    (School of Chemistry and Environmental Science, Shaanxi University of Technology, Hanzhong 723001, China
    School of Environment and Resource, Southwest University of Science and Technology, Mianyang 621010, China
    Shaanxi Key Laboratory of Catalysis, Shaanxi University of Technology, Hanzhong 723001, China
    School of Life Science and Engineering, Southwest University of Science and Technology, Mianyang 621010, China)

  • Xuegang Luo

    (School of Life Science and Engineering, Southwest University of Science and Technology, Mianyang 621010, China)

Abstract

This paper aims to evaluate the knowledge landscape of the phytoremediation of heavy metals (HMs) by constructing a series of scientific maps and exploring the research hotspots and trends of this field. This study presents a review of 6873 documents published about phytoremediation of HMs in the international context from the Web of Science Core Collection (WoSCC) (1989–2018). Two different processing software applications were used, CiteSpace and Bibliometrix. This research field is characterized by high interdisciplinarity and a rapid increase in the subject categories of engineering applications. The basic supporting categories mainly included “Environmental Sciences & Ecology”, “Plant Sciences”, and “Agriculture”. In addition, there has been a trend in recent years to focus on categories such as “Engineering, Multidisciplinary”, “Engineering, Chemical”, and “Green & Sustainable Science & Technology”. “Soil”, “hyperaccumulator”, “enrichment mechanism/process”, and “enhance technology” were found to be the main research hotspots. “Wastewater”, “field crops”, “genetically engineered microbes/plants”, and “agromining” may be the main research trends. Bibliometric and scientometric analysis are useful methods to qualitatively and quantitatively measure research hotspots and trends in phytoremediation of HM, and can be widely used to help new researchers to review the available research in a certain research field.

Suggested Citation

  • Chen Li & Xiaohui Ji & Xuegang Luo, 2019. "Phytoremediation of Heavy Metal Pollution: A Bibliometric and Scientometric Analysis from 1989 to 2018," IJERPH, MDPI, vol. 16(23), pages 1-28, November.
    • Handle: RePEc:gam:jijerp:v:16:y:2019:i:23:p:4755-:d:291553
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/16/23/4755/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/1660-4601/16/23/4755/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. L. Q. Ma & K. M. Komar & Cong Tu & Weihua Zhang & Yong Cai & E. D. Kennelley, 2001. "A fern that hyperaccumulates arsenic," Nature, Nature, vol. 411(6836), pages 438-438, May.
    2. Chen, Chaomei & Chen, Yue & Horowitz, Mark & Hou, Haiyan & Liu, Zeyuan & Pellegrino, Donald, 2009. "Towards an explanatory and computational theory of scientific discovery," Journal of Informetrics, Elsevier, vol. 3(3), pages 191-209.
    3. Phalan, Ben & Balmford, Andrew & Green, Rhys E. & Scharlemann, Jörn P.W., 2011. "Minimising the harm to biodiversity of producing more food globally," Food Policy, Elsevier, vol. 36(Supplemen), pages 62-71, January.
    4. Phalan, Ben & Balmford, Andrew & Green, Rhys E. & Scharlemann, Jörn P.W., 2011. "Minimising the harm to biodiversity of producing more food globally," Food Policy, Elsevier, vol. 36(S1), pages 62-71.
    5. Liping Fu & Zhaohui Sun & Lanping He & Feng Liu & Xiaoli Jing, 2019. "Global Long-Term Care Research: A Scientometric Review," IJERPH, MDPI, vol. 16(12), pages 1-20, June.
    6. Fuyao Chen & Yongjun Yang & Jiaxin Mi & Run Liu & Huping Hou & Shaoliang Zhang, 2019. "Effects of Vegetation Pattern and Spontaneous Succession on Remediation of Potential Toxic Metal-Polluted Soil in Mine Dumps," Sustainability, MDPI, vol. 11(2), pages 1-13, January.
    7. Lena Q. Ma & Kenneth M. Komar & Cong Tu & Weihua Zhang & Yong Cai & Elizabeth D. Kennelley, 2001. "A fern that hyperaccumulates arsenic," Nature, Nature, vol. 409(6820), pages 579-579, February.
    8. Pandey, Vimal Chandra & Bajpai, Omesh & Singh, Nandita, 2016. "Energy crops in sustainable phytoremediation," Renewable and Sustainable Energy Reviews, Elsevier, vol. 54(C), pages 58-73.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Benjamin T. Phalan, 2018. "What Have We Learned from the Land Sparing-sharing Model?," Sustainability, MDPI, vol. 10(6), pages 1-24, May.
    2. Ana D. Maldonado & Darío Ramos-López & Pedro A. Aguilera, 2019. "The Role of Cultural Landscapes in the Delivery of Provisioning Ecosystem Services in Protected Areas," Sustainability, MDPI, vol. 11(9), pages 1-18, April.
    3. Hualin Xie & Yingqian Huang & Qianru Chen & Yanwei Zhang & Qing Wu, 2019. "Prospects for Agricultural Sustainable Intensification: A Review of Research," Land, MDPI, vol. 8(11), pages 1-27, October.
    4. Loconto, Allison & Desquilbet, Marion & Moreau, Théo & Couvet, Denis & Dorin, Bruno, 2020. "The land sparing – land sharing controversy: Tracing the politics of knowledge," Land Use Policy, Elsevier, vol. 96(C).
    5. Saud S. Aloud & Khaled D. Alotaibi & Khalid F. Almutairi & Fahad N. Albarakah, 2022. "Assessment of Heavy Metals Accumulation in Soil and Native Plants in an Industrial Environment, Saudi Arabia," Sustainability, MDPI, vol. 14(10), pages 1-15, May.
    6. repec:idb:brikps:64718 is not listed on IDEAS
    7. Gardner, Toby A. & Ferreira, J. & Barlow, J. & Lees, A. C. & Parry, L. & Vieira, I. C. G. & Berenguer, E. & Abramovay, R. & Aleixo, A. & Andretti, C. & Aragao, L. E. O. C. & Araujo, I. & de Avila, W. , 2013. "A social and ecological assessment of tropical land uses at multiple scales: the Sustainable amazon network," LSE Research Online Documents on Economics 50120, London School of Economics and Political Science, LSE Library.
    8. Veronika Zemanová & Daniela Pavlíková & Milan Novák & Petre I. Dobrev & Tomáš Matoušek & Václav Motyka & Milan Pavlík, 2022. "Arsenic-induced response in roots of arsenic-hyperaccumulator fern and soil enzymatic activity changes," Plant, Soil and Environment, Czech Academy of Agricultural Sciences, vol. 68(5), pages 213-222.
    9. Jin Wu & Ruitao Jia & Hao Xuan & Dasheng Zhang & Guoming Zhang & Yuting Xiao, 2022. "Priority Soil Pollution Management of Contaminated Site Based on Human Health Risk Assessment: A Case Study in Southwest China," Sustainability, MDPI, vol. 14(6), pages 1-19, March.
    10. Nurfitri Abdul Gafur & Masayuki Sakakibara & Satoru Komatsu & Sakae Sano & Koichiro Sera, 2022. "Environmental Survey of the Distribution and Metal Contents of Pteris vittata in Arsenic–Lead–Mercury-Contaminated Gold Mining Areas along the Bone River in Gorontalo Province, Indonesia," IJERPH, MDPI, vol. 19(1), pages 1-13, January.
    11. Fischer, Joern & Abson, David J. & Butsic, Van & Chappell, M. Jahi & Ekroos, Johan & Hanspach, Jan & Kuemmerle, Tobias & Smith, Henrik G. & von Wehrden, Henrik, 2014. "Land sparing versus land sharing: Moving forward," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 7(3), pages 149-157.
    12. Luz Maria Castro & Baltazar Calvas & Thomas Knoke, 2015. "Ecuadorian Banana Farms Should Consider Organic Banana with Low Price Risks in Their Land-Use Portfolios," PLOS ONE, Public Library of Science, vol. 10(3), pages 1-23, March.
    13. Desquilbet, Marion & Dorin, Bruno & Couvet, Denis, 2013. "Land sharing vs. land sparing for biodiversity: How agricultural markets make the difference," TSE Working Papers 13-435, Toulouse School of Economics (TSE), revised Oct 2015.
    14. Alan Matthews, 2012. "Greening the Cap: The Way Forward," QA - Rivista dell'Associazione Rossi-Doria, Associazione Rossi Doria, issue 4, December.
    15. João Pompeu & Luciana Soler & Jean Ometto, 2018. "Modelling Land Sharing and Land Sparing Relationship with Rural Population in the Cerrado," Land, MDPI, vol. 7(3), pages 1-19, July.
    16. Udai B. Singh & Deepti Malviya & Shailendra Singh & Prakash Singh & Abhijeet Ghatak & Muhammad Imran & Jai P. Rai & Rajiv K. Singh & Madhab C. Manna & Arun K. Sharma & Anil K. Saxena, 2021. "Salt-Tolerant Compatible Microbial Inoculants Modulate Physio-Biochemical Responses Enhance Plant Growth, Zn Biofortification and Yield of Wheat Grown in Saline-Sodic Soil," IJERPH, MDPI, vol. 18(18), pages 1-25, September.
    17. John E. Quinn & Amy Oden & James R. Brandle, 2013. "The Influence of Different Cover Types on American Robin Nest Success in Organic Agroecosystems," Sustainability, MDPI, vol. 5(8), pages 1-11, August.
    18. Marion Desquilbet & Bruno Dorin & Denis Couvet, 2016. "Land Sharing vs Land Sparing to Conserve Biodiversity: How Agricultural Markets Make the Difference [land-sharing/land-sparing, comment les marchés font la différence]," Post-Print hal-03948463, HAL.
    19. Lenka Štofejová & Juraj Fazekaš & Danica Fazekašová, 2021. "Analysis of Heavy Metal Content in Soil and Plants in the Dumping Ground of Magnesite Mining Factory Jelšava-Lubeník (Slovakia)," Sustainability, MDPI, vol. 13(8), pages 1-13, April.
    20. Amy Molotoks & Matthias Kuhnert & Terence P. Dawson & Pete Smith, 2017. "Global Hotspots of Conflict Risk between Food Security and Biodiversity Conservation," Land, MDPI, vol. 6(4), pages 1-15, October.
    21. Kubitza, Christoph & Krishna, Vijesh V. & Urban, Kira & Alamsyah, Zulkifli & Qaim, Matin, 2018. "Land Property Rights, Agricultural Intensification, and Deforestation in Indonesia," Ecological Economics, Elsevier, vol. 147(C), pages 312-321.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jijerp:v:16:y:2019:i:23:p:4755-:d:291553. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.