Chemosphere, Год журнала: 2024, Номер 369, С. 143835 - 143835
Опубликована: Дек. 1, 2024
Язык: Английский
Separation and Purification Technology, Год журнала: 2025, Номер unknown, С. 131489 - 131489
Опубликована: Янв. 1, 2025
Язык: Английский
Процитировано
2
The Science of The Total Environment, Год журнала: 2024, Номер 952, С. 175906 - 175906
Опубликована: Сен. 1, 2024
Язык: Английский
Процитировано
6
Technologies, Год журнала: 2024, Номер 12(9), С. 163 - 163
Опубликована: Сен. 13, 2024
The synergy between artificial intelligence (AI) and hyperspectral imaging (HSI) holds tremendous potential across a wide array of fields. By leveraging AI, the processing interpretation vast complex data generated by HSI are significantly enhanced, allowing for more accurate, efficient, insightful analysis. This powerful combination has to revolutionize key areas such as agriculture, environmental monitoring, medical diagnostics providing precise, real-time insights that were previously unattainable. In instance, AI-driven can enable precise crop monitoring disease detection, optimizing yields reducing waste. this technology track changes in ecosystems with unprecedented detail, aiding conservation efforts disaster response. diagnostics, AI-HSI could earlier accurate improving patient outcomes. As AI algorithms advance, their integration is expected drive innovations enhance decision-making various sectors. continued development these technologies likely open new frontiers scientific research practical applications, accessible tools wider range users.
Язык: Английский
Процитировано
5
Environmental Science and Pollution Research, Год журнала: 2025, Номер unknown
Опубликована: Янв. 31, 2025
With the increasing use of biodegradable plastics in agriculture and food packaging, it has become increasingly important to assess effects their fragmentation mineralization environment (i.e., soil, compost). PBAT is a polyester widely used mulch films that are intended fragment mineralize soil. To study these effects, novel methodologies needed quantify microplastics diverse environments. This work seeks answer whether gas chromatography mass spectrometry (GCMS) can be as tool A method was developed allows soil extraction by ultrasonication GCMS quantification after fatty acid methyl ester derivatization. validate method, an industrial compost degradation experiment carried out evidence weight loss film micro- nano-plastic generated from them. The presented improved existing resolution by, at least, one order magnitude compared reported methods. In conclusion, novel, simple, affordable, reproducible methodology for microplastic detection improving limits quantification. tested on experiment, demonstrating ability trace totality plastic over time, evidencing consumed environment.
Язык: Английский
Процитировано
0
Micro, Год журнала: 2025, Номер 5(2), С. 17 - 17
Опубликована: Апрель 9, 2025
Microplastics (MPs) and nanoplastics (NPs) have emerged as persistent environmental pollutants, posing significant ecological human health risks. Their widespread presence in aquatic, terrestrial, atmospheric ecosystems necessitates effective removal strategies. Traditional methods, including filtration, coagulation, sedimentation, demonstrated efficacy for larger MPs but struggle with nanoscale plastics. Advanced techniques, such adsorption, membrane photocatalysis, electrochemical shown promising results, yet challenges remain scalability, cost-effectiveness, impact. Emerging approaches, functionalized magnetic nanoparticles, AI-driven detection, laser-based remediation, present innovative solutions tackling MP NP contamination. This review provides a comprehensive analysis of current emerging strategies, evaluating their efficiency, limitations, future prospects. By identifying key research gaps, this study aims to guide advancements sustainable scalable microplastic technologies, essential mitigating implications.
Язык: Английский
Процитировано
0
Talanta, Год журнала: 2025, Номер 289, С. 127756 - 127756
Опубликована: Фев. 18, 2025
Язык: Английский
Процитировано
0
Applied Spatial Analysis and Policy, Год журнала: 2025, Номер 18(1)
Опубликована: Фев. 20, 2025
Язык: Английский
Процитировано
0
Water Air & Soil Pollution, Год журнала: 2025, Номер 236(3)
Опубликована: Фев. 24, 2025
Язык: Английский
Процитировано
0
Frontiers in Chemistry, Год журнала: 2025, Номер 13
Опубликована: Март 21, 2025
Microplastics are a pervasive pollutant in aquatic ecosystems, raising critical environmental and public health concerns driving the need for advanced detection technologies. Microscopic hyperspectral imaging (micro-HSI), known its ability to simultaneously capture spatial spectral information, has shown promise microplastic analysis. However, widespread application is hindered by limitations such as low signal-to-noise ratios (SNR) reduced sensitivity smaller particles. To address these challenges, this study investigates use of Ag nanoarrays reflective substrates micro-HSI. The localized surface plasmon resonance (LSPR) effect enhances resolution suppressing background reflections isolating reflection bands from interference. This improvement results significantly increased SNR more distinct features. When analyzed using 3D-2D convolutional neural network (3D-2D CNN), integration improved classification accuracy 90.17% 98.98%. These enhancements were further validated through Support Vector Machine (SVM) analyses, demonstrating robustness reliability proposed approach. demonstrates potential combining with CNN models enhance micro-HSI performance, offering novel effective solution precise microplastics advancing chemical analysis, monitoring, related fields.
Язык: Английский
Процитировано
0
Microchemical Journal, Год журнала: 2025, Номер unknown, С. 113465 - 113465
Опубликована: Март 1, 2025
Язык: Английский
Процитировано
0