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Topic modeling discovers trending topics in global research on the ecosystem impacts of microplastics.

Authors :
Gong, Kailin
Hu, Shuangqing
Zhang, Wei
Peng, Cheng
Tan, Jiaqi
Source :
Environmental Geochemistry & Health; Nov2024, Vol. 46 Issue 11, p1-27, 27p
Publication Year :
2024

Abstract

The ecological threats of microplastics (MPs) have sparked research worldwide. However, changes in the topics of MP research over time and space have not been evaluated quantitatively, making it difficult to identify the next frontiers. Here, we apply topic modeling to assess global spatiotemporal dynamics of MP research. We identified nine leading topics in current MP research. Over time, MP research topics have switched from aquatic to terrestrial ecosystems, from distribution to fate, from ingestion to toxicology, and from physiological toxicity to cytotoxicity and genotoxicity. In most of the nine leading topics, a disproportionate amount of independent and collaborative research activity was conducted in and between a few developed countries which is detrimental to understanding the environmental fates of MPs in a global context. This review recognizes the urgent need for more attention to emerging topics in MP research, particularly in regions that are heavily impacted but currently overlooked. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
02694042
Volume :
46
Issue :
11
Database :
Complementary Index
Journal :
Environmental Geochemistry & Health
Publication Type :
Academic Journal
Accession number :
179815029
Full Text :
https://doi.org/10.1007/s10653-024-02218-6