Critical review of processing and classification techniques for images and spectra in microplastic research

W Cowger, A Gray, SH Christiansen… - Applied …, 2020 - journals.sagepub.com
Microplastic research is a rapidly develo** field, with urgent needs for high throughput
and automated analysis techniques. We conducted a review covering image analysis from …

[HTML][HTML] A practical overview of methodologies for sampling and analysis of microplastics in riverine environments

C Campanale, I Savino, I Pojar, C Massarelli… - Sustainability, 2020 - mdpi.com
Microplastics have recently been stated as being remarkable contaminants of all
environmental matrices. The lack of consistent and standardised methods and protocols …

[HTML][HTML] Automatic quantification and classification of microplastics in scanning electron micrographs via deep learning

B Shi, M Patel, D Yu, J Yan, Z Li, D Petriw… - Science of The Total …, 2022 - Elsevier
Microplastics quantification and classification are demanding jobs to monitor microplastic
pollution and evaluate the potential health risks. In this paper, microplastics from daily …

Spatial patterns of mesoplastics and coarse microplastics in floodplain soils as resulting from land use and fluvial processes

CJ Weber, C Opp - Environmental Pollution, 2020 - Elsevier
Plastic, and especially microplastic, contamination of soils has become a novel research
field. After the detection of microplastics in soils, spatial distribution and dynamics are still …

A critical review on artificial intelligence—based microplastics imaging technology: recent advances, hot-spots and challenges

Y Zhang, D Zhang, Z Zhang - International Journal of Environmental …, 2023 - mdpi.com
Due to the rapid artificial intelligence technology progress and innovation in various fields,
this research aims to use science map** tools to comprehensively and objectively analyze …

Impact of microplastic fibers from the degradation of nonwoven synthetic textiles to the Magdalena River water column and river sediments by the City of Neiva, Huila …

P Martínez Silva, MA Nanny - Water, 2020 - mdpi.com
Magdalena River surface water and shoreline sediments were sampled for microplastic
particles at three locations in the city of Neiva, Colombia: upstream, city center, and …

[HTML][HTML] Proceeding the categorization of microplastics through deep learning-based image segmentation

H Huang, H Cai, JU Qureshi, SR Mehdi, H Song… - Science of the Total …, 2023 - Elsevier
Microplastics (MPs) have been recognized as prominent anthropogenic pollutants that inflict
significant harm to marine ecosystems. Various approaches have been proposed to mitigate …

[HTML][HTML] A handy open-source application based on computer vision and machine learning algorithms to count and classify microplastics

C Massarelli, C Campanale, VF Uricchio - Water, 2021 - mdpi.com
Microplastics have recently been discovered as remarkable contaminants of all
environmental matrices. Their quantification and characterisation require lengthy and …

Intelligent polarization-sensitive holographic flow-cytometer: Towards specificity in classifying natural and microplastic fibers

M Valentino, J Bĕhal, V Bianco, S Itri, R Mossotti… - Science of The Total …, 2022 - Elsevier
Micron size fiber fragments (MFFs), both natural and synthetic, are ubiquitous in our life,
especially in textile clothes, being necessary in modern society. In the Earth's aquatic …

A review on constructive classification framework of research trends in analytical instrumentation for secondary micro (nano) plastics: What is new and what needs …

U Piyathilake, C Lin, J Bundschuh, I Herath - Environmental Pollution, 2023 - Elsevier
Secondary micro (nano) plastics generated from the degradation of plastics pose a major
threat to environmental and human health. Amid the growing research on microplastics to …