[HTML][HTML] 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 mapping tools to comprehensively and objectively analyze …

[HTML][HTML] Microplastics in environment: global concern, challenges, and controlling measures

G Lamichhane, A Acharya, R Marahatha… - International Journal of …, 2023 - Springer
Plastic pollution in various forms has emerged as the most severe environmental threat.
Small plastic chunks, such as microplastics and nanoplastics derived from primary and …

Using artificial intelligence to rapidly identify microplastics pollution and predict microplastics environmental behaviors

B Hu, Y Dai, H Zhou, Y Sun, H Yu, Y Dai… - Journal of Hazardous …, 2024 - Elsevier
With the massive release of microplastics (MPs) into the environment, research related to
MPs is advancing rapidly. Effective research methods are necessary to identify the chemical …

[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 …

[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 …

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 …

Artificial intelligence-empowered collection and characterization of microplastics: A review

P Guo, Y Wang, P Moghaddamfard, W Meng… - Journal of Hazardous …, 2024 - Elsevier
Microplastics have been detected from water and soil systems extensively, with increasing
evidence indicating their detrimental impacts on human and animal health. Concerns …

Identification and characterization methods for microplastics basing on spatial imaging in micro-/nanoscales

W Li, Y Luo, X Pan - Microplastics in terrestrial environments: Emerging …, 2020 - Springer
Microplastic pollution is a global problem in recent decades due to their ubiquity in the
oceans, sediment, soil, or wastewater. The bioavailability and adsorbability for toxic …

[PDF][PDF] Microplastics, an emerging concern: a review of analytical techniques for detecting and quantifying microplatics

VA Wirnkor, EC Ebere, VE Ngozi - Anal. Methods Environ. Chem …, 2019 - researchgate.net
Microplastics are ubiquitous tiny plastic particles (< 5 mm) nonbiodegradable and have
large surface area in the environment or the body of living things due to anthropogenic …

Understanding and addressing the environmental risk of microplastics

H Qu, H Diao, J Han, B Wang, G Yu - Frontiers of Environmental Science …, 2023 - Springer
Over the past decades, the plastic production has been dramatically increased. Indeed, a
category of small plastic particles mainly with the shapes of fragments, fibers, or spheres …