Knowledge Mapping of the Phytoremediation of Cadmium-Contaminated Soil: A Bibliometric Analysis from 1994 to 2021

Int J Environ Res Public Health. 2022 Jun 7;19(12):6987. doi: 10.3390/ijerph19126987.

Abstract

Cadmium pollution of soil threatens the environmental quality and human health. Phytoremediation of cadmium-contaminated soil has attracted global attention in recent decades. This study aimed to conduct a comprehensive and systematic review of the literature on phytoremediation of cadmium-contaminated soil based on bibliometric analysis. A total of 5494 articles published between 1994 and 2021 were retrieved from the Web of Science Core Collection. Our knowledge mapping presented the authors, journals, countries, institutions, and other basic information to understand the development status of phytoremediation of cadmium-contaminated soil. Based on a keyword cluster analysis, the identified major research domains were "biochar", "Thlaspi caerulescens", "endophytic bacteria", "oxidative stress", "EDTA", and "bioconcentration factor". Overall, this study provided a detailed summary of research trends and hotspots. Based on the keyword co-occurrence and burst analysis, the core concepts and basic theories of this field were completed in 2011. However, the pace of theoretical development has been relatively slow. Finally, future research trends/frontiers were proposed, such as biochar addition, rhizosphere bacterial community manipulation, cadmium subcellular distribution, and health risk assessment.

Keywords: Web of Science; bibliometric analysis; cadmium; hyperaccumulator; phytoremediation.

Publication types

  • Review
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Bacteria
  • Bibliometrics
  • Biodegradation, Environmental
  • Cadmium*
  • Humans
  • Soil
  • Soil Pollutants*

Substances

  • Soil
  • Soil Pollutants
  • Cadmium

Grants and funding

This research was funded by Innovation Academy for Green Manufacture of the Chinese Academy of Sciences, grant number IAGM-2019-A16-5.