Microplastics monitoring in freshwater systems: A review of global efforts, knowledge gaps, and research priorities

B Zhao, RE Richardson, F You - Journal of Hazardous Materials, 2024 - Elsevier
The escalating production of synthetic plastics and inadequate waste management have led
to pervasive microplastic (MP) contamination in aquatic ecosystems. MPs, typically defined …

Machine learning: next promising trend for microplastics study

J Su, F Zhang, C Yu, Y Zhang, J Wang, C Wang… - Journal of …, 2023 - Elsevier
Microplastics (MPs), as an emerging pollutant, pose a significant threat to humans and
ecosystems. However, traditional MPs characterization methods are limited by sample …

Integrating Metal–Phenolic Networks-Mediated Separation and Machine Learning-Aided Surface-Enhanced Raman Spectroscopy for Accurate Nanoplastics …

H Ye, S Jiang, Y Yan, B Zhao, ER Grant, DD Kitts… - ACS …, 2024 - ACS Publications
Increasing accumulation of nanoplastics across ecosystems poses a significant threat to
both terrestrial and aquatic life. Surface-enhanced Raman scattering (SERS) is an emerging …

[HTML][HTML] Quantitative phase analysis of anhydrous Portland cement via combined X-ray diffraction and Raman imaging: Synergy and impact of analysis parameters

C Kothari, N Garg - Cement and Concrete Research, 2024 - Elsevier
Quantitative phase analysis of cementitious materials is crucial for understanding and
predicting their performance. For anhydrous Portland cements, a variety of techniques …

[HTML][HTML] The effects of microplastics on ionoregulatory processes in the gills of freshwater fish and invertebrates: A prospective review

L Zink, CM Wood - Comparative Biochemistry and Physiology Part A …, 2024 - Elsevier
From review of the very few topical studies to date, we conclude that while effects are
variable, microplastics can induce direct ionoregulatory disturbances in freshwater fish and …

Underappreciated microplastic galaxy biases the filter-based quantification

K Liu, L Zhu, N Wei, D Li - Journal of Hazardous Materials, 2024 - Elsevier
Long-term environmental loading of microplastics (MPs) causes alarming exposure risks for
a variety of species worldwide, considered a planetary threat to the well-being of …

Machine learning assisted Raman spectroscopy: A viable approach for the detection of microplastics

M Sunil, N Pallikkavaliyaveetil, A Gopinath… - Journal of Water …, 2024 - Elsevier
The accumulation of microplastics (MPs) resulting from disposal of plastic waste into water
sources, poses a significant threat to aquatic organisms. These are readily ingested by …

Identification and visualization of environmental microplastics by Raman imaging based on hyperspectral unmixing coupled machine learning

F Li, D Liu, X Guo, Z Zhang, FL Martin, A Lu… - Journal of Hazardous …, 2024 - Elsevier
Microplastics (MPs) are ubiquitous contaminants that have become an emerging pollutant of
concern, potentially threatening human health and ecosystem environments. Although …

Advances in Microplastic Characterization: Spectroscopic Techniques and Heavy Metal Adsorption Insights

M Vasudeva, AK Warrier, VB Kartha… - TrAC Trends in …, 2024 - Elsevier
Microplastics (MPs) have become a matter of very serious concern as environmental
pollutants nowadays because of the humongous increased production, use-and-discard …

Development of automated microplastic identification workflow for Raman micro-imaging and evaluation of the uncertainties during micro-imaging

Z Yang, H Nagashima, H Arakawa - Marine Pollution Bulletin, 2023 - Elsevier
In this study, an automated identification workflow for Raman micro-imaging (RMI) was
developed, and the performance was evaluated by artificial samples of microplastic (MP) …