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

Journal of Hazardous Materials, Год журнала: 2024, Номер 477, С. 135329 - 135329

Опубликована: Июль 27, 2024

Язык: Английский

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Discovery and solution for microplastics: New risk carriers in food

Food Chemistry, Год журнала: 2025, Номер unknown, С. 142784 - 142784

Опубликована: Янв. 1, 2025

Язык: Английский

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Utilizing Artificial Intelligence and Machine Learning for Enhanced Recycling Efforts

Advances in environmental engineering and green technologies book series, Год журнала: 2025, Номер unknown, С. 65 - 82

Опубликована: Янв. 16, 2025

One industry that has benefitted largely from the integration of Artificial Intelligence (AI) and machine learning (ML) in its processes is recycling, providing significant advancements waste management towards sustainability environmental conservation. This chapter highlights application AI ML various streams (plastic, electronic food, paper, textile, metal etc. wastage). These systems use AI-powered image recognition sorting to better separate materials, helping increasing efficiency chemical recycling technologies; meanwhile algorithms enable cleaner for handling chemicals material recovery. Increased precision removal valuable components via automated disassembly predictive analytics. Using helped increase operational efficiency, resources recovery but also shown clear contributions environment overall ensure sustainable future ahead.

Язык: Английский

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Applications of machine learning methods for design and characterization of high-performance fiber-reinforced cementitious composite (HPFRCC): a review

Journal of Sustainable Cement-Based Materials, Год журнала: 2025, Номер unknown, С. 1 - 24

Опубликована: Фев. 6, 2025

Язык: Английский

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Innovative materials that behave like robots to combat plastic pollution

Materials Horizons, Год журнала: 2025, Номер unknown

Опубликована: Янв. 1, 2025

The growing plastic pollution crisis demands novel approaches, with innovative materials that mimic robotic behaviors emerging as a promising solution.

Язык: Английский

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Biosensors for Micro- and Nanoplastics Detection: A Review

Chemosensors, Год журнала: 2025, Номер 13(4), С. 143 - 143

Опубликована: Апрель 14, 2025

Microplastics (MPs) and nanoplastics (NPs), which are widespread in many habitats as the byproducts of various industrial processes, pose considerable environmental health hazards. However, current, conventional methods for detecting characterizing them considerably lacking throughput, sensitivity, reliability, field deployability. In current report, we review state art biosensor-based MP/NP detection, particular, describing advances optical electrochemical approaches, along with development novel biorecognition elements application bioinformatics tools.

Язык: Английский

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A new holistic perspective to assess the ecological risk of microplastics: A case study in Baiyangdian Basin, China

Journal of Hazardous Materials, Год журнала: 2024, Номер 480, С. 135919 - 135919

Опубликована: Сен. 20, 2024

Язык: Английский

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Morphometric characteristics and spatiotemporal heterogeneity of microplastics on the north-east coast of India

Journal of Hazardous Materials, Год журнала: 2024, Номер 480, С. 136180 - 136180

Опубликована: Окт. 15, 2024

Язык: Английский

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Deep learning-powered efficient characterization and quantification of microplastics

Journal of Hazardous Materials, Год журнала: 2024, Номер 480, С. 136241 - 136241

Опубликована: Окт. 21, 2024

Язык: Английский

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From microplastics to pixels: testing the robustness of two machine learning approaches for automated, Nile red-based marine microplastic identification

Environmental Science and Pollution Research, Год журнала: 2024, Номер 31(52), С. 61860 - 61875

Опубликована: Окт. 24, 2024

Язык: Английский

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