A Novel Method for Rice Identification: Coupling Raman Spectroscopy with Fourier Spectrum and Analyzing with Deep Learning DOI

Mengda Chai,

Wuliji Hasi,

Xiya Ming

и другие.

Journal of Food Composition and Analysis, Год журнала: 2024, Номер unknown, С. 106793 - 106793

Опубликована: Сен. 1, 2024

Язык: Английский

Toxicity Mechanisms of Nanoplastics on Crop Growth, Interference of Phyllosphere Microbes, and Evidence for Foliar Penetration and Translocation DOI
Ruiying Shi, Weitao Liu,

Yuhang Lian

и другие.

Environmental Science & Technology, Год журнала: 2023, Номер 58(2), С. 1010 - 1021

Опубликована: Ноя. 7, 2023

Despite the increasing prevalence of atmospheric nanoplastics (NPs), there remains limited research on their phytotoxicity, foliar absorption, and translocation in plants. In this study, we aimed to fill knowledge gap by investigating physiological effects tomato leaves exposed differently charged NPs absorption NPs. We found that positively caused more pronounced effects, including growth inhibition, increased antioxidant enzyme activity, altered gene expression metabolite composition even significantly changed structure phyllosphere microbial community. Also, exhibited differential translocation, with penetrating into dispersing uniformly within mesophyll cells. Additionally, absorbed were able translocate roots. These findings provide important insights interactions between crop plants demonstrate NPs' accumulation crops could negatively impact agricultural production food safety.

Язык: Английский

Процитировано

67

Micro(nano)plastics in the Human Body: Sources, Occurrences, Fates, and Health Risks DOI
Penghui Li,

Jingfu Liu

Environmental Science & Technology, Год журнала: 2024, Номер unknown

Опубликована: Фев. 5, 2024

The increasing global attention on micro(nano)plastics (MNPs) is a result of their ubiquity in the water, air, soil, and biosphere, exposing humans to MNPs daily basis threatening human health. However, crucial data body, including sources, occurrences, behaviors, health risks, are limited, which greatly impedes any systematic assessment impact body. To further understand effects we must identify existing knowledge gaps that need be immediately addressed provide potential solutions these issues. Herein, examined current literature behaviors body as well risks. Furthermore, identified key resolved comprehensively assess Additionally, complexity lack efficient analytical methods main barriers impeding investigations necessitating development standard unified method. Finally, highlighted for interdisciplinary studies from environmental, biological, medical, chemical, computer, material scientists fill drive research. Considering inevitability occurrence exposure MNPs, more urgently required enhance our understanding negative

Язык: Английский

Процитировано

40

Analysis of aged microplastics: a review DOI Creative Commons

Yanqi Shi,

Linping Shi,

Hexinyue Huang

и другие.

Environmental Chemistry Letters, Год журнала: 2024, Номер 22(4), С. 1861 - 1888

Опубликована: Апрель 4, 2024

Abstract Microplastics are emerging contaminants that undergo progressive aging under environmental conditions such as sunlight irradiation, mechanical forces, temperature variations, and the presence of biological organisms. Since modifies microplastic properties, their own toxicity trapped pollutants, advanced methods to analyze microplastics required. Here we review with focus on process, qualitative identification, quantitative characterization, chemometrics. Qualitative identification is done by techniques, thermal e.g., degradation gas chromatography–mass spectrometry, spectral infrared, Raman, fluorescent, laser techniques. Quantitative characterization microscopy mass spectrometry. Microplastic results in a series surface physical changes, biofilm formation, chemical oxidation, alternation, deterioration. Changes properties allow differentiate aged microplastics. Infrared Raman spectroscopy rapid sensitive for complex samples. Combining two techniques preferable accurate detection categorization.

Язык: Английский

Процитировано

27

Silver nanostars arrayed on GO/MWCNT composite membranes for enrichment and SERS detection of polystyrene nanoplastics in water DOI
Ye Jiang, Xiaochan Wang, Guo Zhao

и другие.

Water Research, Год журнала: 2024, Номер 255, С. 121444 - 121444

Опубликована: Март 11, 2024

Язык: Английский

Процитировано

20

Machine learning assisted Raman spectroscopy: A viable approach for the detection of microplastics DOI Creative Commons

Megha Sunil,

Nazreen Pallikkavaliyaveetil,

N Mithun

и другие.

Journal of Water Process Engineering, Год журнала: 2024, Номер 60, С. 105150 - 105150

Опубликована: Март 23, 2024

The accumulation of microplastics (MPs) resulting from disposal plastic waste into water sources, poses a significant threat to aquatic organisms. These are readily ingested by organisms, leading the harmful substances, disrupting their biological processes. Current methods for identifying have notable drawbacks, including low resolution, extended imaging time, and restricted particle size analysis. Integrating Raman spectroscopy with machine learning (ML) proves be an effective approach classifying MPs, especially in scenarios where they found environmental media or mixed various types. Machine can vital tool assisting analysis, owing its robust feature extraction capabilities. This comprehensive review outlined utilization techniques conjunction spectral features diverse investigations related microplastics. methodologies discussed encompass Principal Component Analysis, K-Nearest Neighbour, Random Forest, Support Vector Machine, deep algorithms.

Язык: Английский

Процитировано

18

Using artificial intelligence to rapidly identify microplastics pollution and predict microplastics environmental behaviors DOI
Binbin Hu,

Yaodan Dai,

Haidong Zhou

и другие.

Journal of Hazardous Materials, Год журнала: 2024, Номер 474, С. 134865 - 134865

Опубликована: Июнь 12, 2024

Язык: Английский

Процитировано

18

Recent advances and future technologies in nano-microplastics detection DOI Creative Commons
Ajinkya Nene,

Sorour Sadeghzade,

Stefano Viaroli

и другие.

Environmental Sciences Europe, Год журнала: 2025, Номер 37(1)

Опубликована: Янв. 8, 2025

The degradation of mismanaged plastic waste in the environment results formation microplastics (MPs) and nanoplastics (NPs), which pose significant risks to ecosystems human health. These particles are pervasive, detected even remote regions, can enter food chain, accumulating organisms causing harm depending on factors such as particle load, exposure dose, presence co-contaminants. Detecting analyzing NMPs present unique challenges, particularly size decreases, making them increasingly difficult identify. Moreover, absence standardized protocols for their detection analysis further hinders comprehensive assessments environmental biological impacts. This review provides a detailed overview latest advancements technologies sampling, separation, measurement, quantification NMPs. It highlights promising approaches, supported by practical examples from recent studies, while critically addressing persistent challenges characterization, analysis. work examines cutting-edge developments nanotechnology-based detection, integrated spectro-microscopic techniques, AI-driven classification algorithms, offering solutions bridge gaps NMP research. By exploring state-of-the-art methodologies presenting future perspectives, this valuable insights improving capabilities at micro- nanoscale, enabling more effective across diverse contexts.

Язык: Английский

Процитировано

7

Atmospheric emissions of microplastics entrained with dust from potential source regions DOI
Xi Luo, Yulan Zhang, Shichang Kang

и другие.

Journal of Hazardous Materials, Год журнала: 2025, Номер 488, С. 137509 - 137509

Опубликована: Фев. 4, 2025

Язык: Английский

Процитировано

2

Marine micro(nano)plastics determination and its environmental toxicity evaluation DOI
Hongdan Wang, Qiaoning Wang, Min Lv

и другие.

TrAC Trends in Analytical Chemistry, Год журнала: 2023, Номер 168, С. 117332 - 117332

Опубликована: Сен. 27, 2023

Язык: Английский

Процитировано

26

A review of recent progress in the application of Raman spectroscopy and SERS detection of microplastics and derivatives DOI
Qiang Chen,

Jiamiao Wang,

Fuqi Yao

и другие.

Microchimica Acta, Год журнала: 2023, Номер 190(12)

Опубликована: Ноя. 13, 2023

Язык: Английский

Процитировано

23