Recent advances in the application of machine learning methods to improve identification of the microplastics in environment
J Lin, H Liu, J Zhang - Chemosphere, 2022 - Elsevier
Environmental pollution by microplastics (MPs) is a significant and complex global issue.
Existing MPs identification methods have demonstrated significant limitations such as low …
Existing MPs identification methods have demonstrated significant limitations such as low …
Machine learning: next promising trend for microplastics study
Microplastics (MPs), as an emerging pollutant, pose a significant threat to humans and
ecosystems. However, traditional MPs characterization methods are limited by sample …
ecosystems. However, traditional MPs characterization methods are limited by sample …
Using artificial intelligence to support marine macrolitter research: a content analysis and an online database
DV Politikos, A Adamopoulou, G Petasis… - Ocean & Coastal …, 2023 - Elsevier
Marine scientists use a variety of collection and monitoring methods to survey macrolitter in
aquatic environments, aiming to assess the level of pollution and design mitigation actions …
aquatic environments, aiming to assess the level of pollution and design mitigation actions …
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 …
threat to environmental and human health. Amid the growing research on microplastics to …
Microplastic pollution: threats and impacts on global marine ecosystems
RS Yu, S Singh - Sustainability, 2023 - mdpi.com
This study investigates the scope of global marine microplastic pollution and its implications
on marine ecosystems and human health. We first delve into how plastic enters the ocean …
on marine ecosystems and human health. We first delve into how plastic enters the ocean …
An overall perspective for the study of emerging contaminants in karst aquifers
Karst aquifers are essential drinking water sources, representing about 25% of the total
available sources globally. Groundwater ecosystems consist of fissured carbonate rocks …
available sources globally. Groundwater ecosystems consist of fissured carbonate rocks …
[HTML][HTML] Microplastic pollution assessment with digital holography and zero-shot learning
Microplastic (MP) pollution poses severe environmental problems. Developing effective
imaging tools for the identification and analysis of MPs is a critical step to curtail their …
imaging tools for the identification and analysis of MPs is a critical step to curtail their …
Effects and impacts of different oxidative digestion treatments on virgin and aged microplastic particles
I Savino, C Campanale, P Trotti, C Massarelli… - Polymers, 2022 - mdpi.com
Although several sample preparation methods for analyzing microplastics (MPs) in
environmental matrices have been implemented in recent years, important uncertainties and …
environmental matrices have been implemented in recent years, important uncertainties and …
Trends in the occurrence and accumulation of microplastics in urban soil of Nanjing and their policy implications
Urban soil is an important sink of terrestrial microplastics (MPs), and understanding their
distribution over time is essential for effective pollution management. Here, based on soil MP …
distribution over time is essential for effective pollution management. Here, based on soil MP …
[HTML][HTML] Machine learning and data augmentation methods for multispectral capacitance images of nanoparticles with nanoelectrodes array biosensors
A large number of technology applications still remain where Artificial Intelligence
techniques, carefully tailored to the specific application needs, could provide performance …
techniques, carefully tailored to the specific application needs, could provide performance …