Research progress on regulation strategies for surface-enhanced Raman spectroscopy

Yangmin Wu, Shuohong Weng, Tingyin Wang, Kien Voon Kong and Duo Lin

Anal. Methods, 2025, 17, 4482
DOI: 10.1039/D5AY00555H

Submicron- and nanoplastic detection at low micro- to nanogram concentrations using gold nanostar-based surface-enhanced Raman scattering (SERS) substrates

Jessica Caldwell, Patricia Taladriz-Blanco, Laura Rodriguez-Lorenzo, Barbara Rothen-Rutishauser and Alke Petri-Fink

Environ. Sci.: Nano, 2024, 11, 1000
DOI: 10.1039/D3EN00401E

Meniscus-confined capping-free 3D printed gold nanoparticles for quantitative SERS detection of bisphenol A

Netrapal Singh, Manoj Kumawat, Hafsa Siddiqui, Koyalada Bhavani Srinivas Rao, Satendra Kumar, Manoj Goswami, Sathish Natarajan, Mohammed Akram Khan, Avanish Kumar Srivastava and Surender Kumar

Mater. Adv., 2023, 4, 5674
DOI: 10.1039/D3MA00851G

Surface-enhanced Raman spectroscopy for size-resolved microplastic detection in real-world samples using thiophenol labeling

Jayasree Kumar, Arunima Jinachandran, Mounika Renduchintala, Venugopal Rao Soma, Vijayakumar Shanmugam, Shaik Imamvali, Sreenivasulu Tupakula and Rajapandiyan Panneerselvam

Environ. Sci.: Nano, 2025, 12, 4026
DOI: 10.1039/D5EN00211G

An aberration-free line scan confocal Raman imager and type classification and distribution detection of microplastics

Changwei Jiao, Jiaqi Liao and Sailing He

Journal of Hazardous Materials, 2024, 470, 134191
DOI: 10.1016/j.jhazmat.2024.134191

Rapid detection of nanoplastics down to 20 nm in water by surface-enhanced raman spectroscopy

Xuejun Ruan, Lifang Xie, Juan Liu, Qiuyue Ge, Yangyang Liu, Kejian Li, Wenbo You, Tingting Huang and Liwu Zhang

Journal of Hazardous Materials, 2024, 462, 132702
DOI: 10.1016/j.jhazmat.2023.132702

New trends in gold nanostructure-based SERS substrate: From fundamental to biomedical applications

Nebu John and Anslin T.M

Vibrational Spectroscopy, 2023, 124, 103477
DOI: 10.1016/j.vibspec.2022.103477

Plasmonic Nanomaterials for Micro- and Nanoplastics Detection

Serena Schiavi, Miriam Parmigiani, Pietro Galinetto, Benedetta Albini, Angelo Taglietti and Giacomo Dacarro

Applied Sciences, 2023, 13, 9291
DOI: 10.3390/app13169291

Detection of Polystyrene Microplastics up to the Single Nanoparticle Limit Using SERS and Advanced ANN Design (KANformer)

Karolina Kukralova, Andrii Trelin, Elena Miliutina, Vasilii Burtsev, Vaclav Svorcik and Oleksiy Lyutakov

ACS Sens., 2025, 10, 4983
DOI: 10.1021/acssensors.5c00846

柔性表面增强拉曼散射基底的研究进展

王金阳 Wang Jinyang, 夏津 Xia Jin and 张慧亮 Zhang Huiliang

Laser Optoelectron. Prog., 2024, 61, 0900010
DOI: 10.3788/LOP231442

Controllable preparation of mesoporous spike gold nanocrystals for surface-enhanced Raman spectroscopy detection of micro/nanoplastics in water

Yazhou Qin, Jiaxin Qiu, Nan Tang, Yuanzhao Wu, Weixuan Yao and Yingsheng He

Environmental Research, 2023, 228, 115926
DOI: 10.1016/j.envres.2023.115926

Hetero-charge-based surface enhanced Raman spectroscopy: An in situ rapid detection strategy for real marine nanoplastics

Tianshuo Lan, Xinna Yu, Yiping Du, Tianyuan Liu and Meizhen Huang

Journal of Hazardous Materials, 2025, 493, 138390
DOI: 10.1016/j.jhazmat.2025.138390

Silver nanostars arrayed on GO/MWCNT composite membranes for enrichment and SERS detection of polystyrene nanoplastics in water

Ye Jiang, Xiaochan Wang, Guo Zhao, Yinyan Shi, Yao Wu, Haolin Yang and Fenyu Zhao

Water Research, 2024, 255, 121444
DOI: 10.1016/j.watres.2024.121444

Quantitative analysis of microplastics in water environments based on Raman spectroscopy and convolutional neural network

Yinlong Luo, Wei Su, Mir Fazle Rabbi, Qihang Wan, Dewen Xu, Zhenfeng Wang, Shusheng Liu, Xiaobin Xu and Jian Wu

Science of The Total Environment, 2024, 926, 171925
DOI: 10.1016/j.scitotenv.2024.171925

Optical detection probes and sensors for micro-/nano-plastics

Ug. Praveena, V. Raja, K. V. Ragavan and C. Anandharamakrishnan

Rev Environ Sci Biotechnol, 2024, 23, 569
DOI: 10.1007/s11157-024-09703-5

Review of microplastics in the indoor environment: Distribution, human exposure and potential health impacts

M. Dewika, Kalaimani Markandan, N Ahmad Irfan, Muhammad Amirul Aizat Mohd Abdah, J.Nor Ruwaida, Y.Y. Sara and Mohammad Khalid

Chemosphere, 2023, 324, 138270
DOI: 10.1016/j.chemosphere.2023.138270

Component identification for the SERS spectra of microplastics mixture with convolutional neural network

Yinlong Luo, Wei Su, Dewen Xu, Zhenfeng Wang, Hong Wu, Bingyan Chen and Jian Wu

Science of The Total Environment, 2023, 895, 165138
DOI: 10.1016/j.scitotenv.2023.165138

Gold Nanocone Array with Extensive Electromagnetic Fields for Highly Reproducible Surface-Enhanced Raman Scattering Measurements

Satoko Fujiwara, Daiki Kawasaki, Kenji Sueyoshi, Hideaki Hisamoto and Tatsuro Endo

Micromachines, 2022, 13, 1182
DOI: 10.3390/mi13081182

Integration of bifunctional silver dendrite membranes with surface-enhanced Raman scattering for sensitive detection of polystyrene microplastics in aquatic environments

Jianhua Wu, Yuzhi Li, Xin Liu, Bolong Fang, Di Wu, Qiao Wang, Zhiyong Gong and Yongning Wu

Journal of Hazardous Materials, 2024, 480, 136394
DOI: 10.1016/j.jhazmat.2024.136394

Cellulose Nanofiber Films with Gold Nanoparticles Electrostatically Adsorbed for Facile Surface-Enhanced Raman Scattering Detection

Dewen Xu, Wei Su, Yinlong Luo, Zhenfeng Wang, Cheng Yin, Bingyan Chen and Yunhai Zhang

ACS Appl. Mater. Interfaces, 2024
DOI: 10.1021/acsami.4c03255

A Scalable Synthesis of Ag Nanoporous Film As an Efficient SERS-Substrates for Sensitive Detection of Nanoplastics

Rafael Villamil Carreón, Ana G. Rodríguez-Hernández, Laura E. Serrano de la Rosa, Ma. Estela Calixto, J.J. Gervacio-Arciniega and Siva Kumar Krishnan

Langmuir, 2024, 40, 17476
DOI: 10.1021/acs.langmuir.4c01671

Rapid qualitative and quantitative analysis of benzo(b)fluoranthene (BbF) in shrimp using SERS-based sensor coupled with chemometric models

Selorm Yao-Say Solomon Adade, Hao Lin, Nana Adwoa Nkuma Johnson, Sun Qianqian, Xorlali Nunekpeku, Waqas Ahmad, Bridget Ama Kwadzokpui, John-Nelson Ekumah and Quansheng Chen

Food Chemistry, 2024, 454, 139836
DOI: 10.1016/j.foodchem.2024.139836

Liquid Interfacial Coassembly of Plasmonic Arrays and Trace Hydrophobic Nanoplastics in Edible Oils for Robust Identification and Classification by Surface-Enhanced Raman Spectroscopy

Fanfan Yu, Cheng Qu, Zhongxiang Ding, Xian Wang, Liqin Zheng, Mengke Su and Honglin Liu

J. Agric. Food Chem., 2023, 71, 14342
DOI: 10.1021/acs.jafc.3c03860

Uniformly aligned Ag NPs/graphene paper for enhanced SERS detection of pesticide residue

Jinyang Wang, Yue Feng, Huiliang Zhang, Longhao Han, Jin Xia and Guangjian Wang

Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 2025, 329, 125535
DOI: 10.1016/j.saa.2024.125535

Flexible SERS substrate with tunable gap based on laser-induced reduction

Wanyi Li, Hankun Xu, Hongxu Li, Yang Li, Jiale Liu, Guangrui Liang, Kemiao Chen and Huojiao Sun

AIP Advances, 2024, 14
DOI: 10.1063/5.0192980

Identification of Trace Polystyrene Nanoplastics Down to 50 nm by the Hyphenated Method of Filtration and Surface-Enhanced Raman Spectroscopy Based on Silver Nanowire Membranes

Qing Yang, Shaoying Zhang, Jie Su, Shu Li, Xiaochen Lv, Jing Chen, Yongchao Lai and Jinhua Zhan

Environ. Sci. Technol., 2022, 56, 10818
DOI: 10.1021/acs.est.2c02584

Towards cold-atmospheric plasma jet printed gold nanoparticles on filter paper as a SERS substrate for detection of polystyrene particles in water

Ishrat J. Biswas, Hafsa Siddiqui, Mubarak A. Mujawar, Fernando Gomes, Thomas Thundat and Shekhar Bhansali

Sensors and Actuators A: Physical, 2025, 394, 116929
DOI: 10.1016/j.sna.2025.116929

Impact of plastic contaminants on marine ecosystems and advancement in the detection of micro/nano plastics: A review

Harish Farale, K B Sreevidhya, Ayyappa Bathinapatla and Suvardhan Kanchi

Journal of Hazardous Materials Advances, 2025, 18, 100736
DOI: 10.1016/j.hazadv.2025.100736

Quantitative detecting low concentration polystyrene nanoplastics in aquatic environments via an Ag/Nb2CT (MXene) SERS substrate

Lekai Chang, Shuli Bai, Ping Wei, Xingyue Gao, Jinfeng Dong, Bingpu Zhou, Chao Peng, Jianbo Jia and Tiangang Luan

Talanta, 2024, 273, 125859
DOI: 10.1016/j.talanta.2024.125859

Straightforward and sensitive detection of micro-nano plastics with surface-enhanced Raman spectroscopy by the filtration-dissolution- adsorption strategy

Hao Liu, Hui Liang, Siyuan Zheng, Rui Hu, Wenqiang Pei, Le Wang and Yongchao Lai

Sensors and Actuators Reports, 2025, 10, 100376
DOI: 10.1016/j.snr.2025.100376

Liquid metasurface for size-independent detection of microplastics

Mingfu Zhao, Feng Chen, Bin Zhang, Hong Liu, Zeying Li, Gengchen Li, Minggang Zhao and Ye Ma

Talanta, 2025, 284, 127221
DOI: 10.1016/j.talanta.2024.127221

Raman Spectroscopy and Machine Learning for Microplastics Identification and Classification in Water Environments

Yinlong Luo, Wei Su, Xiaobin Xu, Dewen Xu, Zhenfeng Wang, Hong Wu, Bingyan Chen and Jian Wu

IEEE J. Select. Topics Quantum Electron., 2023, 29, 1
DOI: 10.1109/JSTQE.2022.3222065

Machine learning-assisted etched silver SERS sensors for trace-level detection of micron-scale PET in water

Xin Wang, Wenmin Zhao, Dexiang Wang, Liyuan Zhou, Lulu Zhai, Hongsheng Tang, Tianlong Zhang, Fangqi Ruan and Hua Li

Microchemical Journal, 2025, 212, 113346
DOI: 10.1016/j.microc.2025.113346

A Study of High-Frequency Noise for Microplastics Classification Using Raman Spectroscopy and Machine Learning

David Plazas, Francesco Ferranti, Qing Liu, Mehrdad Lotfi Choobbari and Heidi Ottevaere

Appl Spectrosc, 2024, 78, 567
DOI: 10.1177/00037028241233304

Exploring Innovative Approaches for the Analysis of Micro- and Nanoplastics: Breakthroughs in (Bio)Sensing Techniques

Denise Margarita Rivera-Rivera, Gabriela Elizabeth Quintanilla-Villanueva, Donato Luna-Moreno, Araceli Sánchez-Álvarez, José Manuel Rodríguez-Delgado, Erika Iveth Cedillo-González, Garima Kaushik, Juan Francisco Villarreal-Chiu and Melissa Marlene Rodríguez-Delgado

Biosensors, 2025, 15, 44
DOI: 10.3390/bios15010044

Size-independent quantification of nanoplastics in various aqueous media using surfaced-enhanced Raman scattering

Boonphop Chaisrikhwun, Sanong Ekgasit and Prompong Pienpinijtham

Journal of Hazardous Materials, 2023, 442, 130046
DOI: 10.1016/j.jhazmat.2022.130046

Surface enhanced raman spectroscopy based sensitive and onsite detection of microplastics in water utilizing silver nanoparticles and nanodendrites

Meenakshi, Sathi Das, Ashwani Kumar Verma, Vrishty Kundu, Anjika Kumari, Dalip Singh Mehta and Kanchan Saxena

Environ Sci Pollut Res, 2024, 31, 49255
DOI: 10.1007/s11356-024-34403-6

Ionic Liquid-Assisted Thermal Evaporation of Bimetallic Ag–Au Nanoparticle Films as a Highly Reproducible SERS Substrate for Sensitive Nanoplastic Detection in Complex Environments

Rafael V. Carreón, Orlando Cortázar-Martínez, Ana G. Rodríguez-Hernández, Laura E. Serrano de la Rosa, José Juan Gervacio-Arciniega and Siva Kumar Krishnan

Anal. Chem., 2024, 96, 5790
DOI: 10.1021/acs.analchem.3c04442

Surface-enhanced Raman spectroscopy for emerging contaminant analysis in drinking water

Seo Won Cho and Haoran Wei

Front. Environ. Sci. Eng., 2023, 17
DOI: 10.1007/s11783-023-1657-5

Strategies and Challenges of Identifying Nanoplastics in Environment by Surface-Enhanced Raman Spectroscopy

Lifang Xie, Kedong Gong, Yangyang Liu and Liwu Zhang

Environ. Sci. Technol., 2023, 57, 25
DOI: 10.1021/acs.est.2c07416

Plasmonic array at liquid-liquid interface for trace microplastics detection

Mingfu Zhao, Rong Guo, Jia Leng, Shiyu Qin, Jiaxin Huang, Wei Hu, Minggang Zhao and Ye Ma

Sensors and Actuators B: Chemical, 2024, 420, 136504
DOI: 10.1016/j.snb.2024.136504

A review of recent progress in the application of Raman spectroscopy and SERS detection of microplastics and derivatives

Qiang Chen, Jiamiao Wang, Fuqi Yao, Wei Zhang, Xiaohua Qi, Xia Gao, Yan Liu, Jiamin Wang, Mingqiang Zou and Pei Liang

Microchim Acta, 2023, 190
DOI: 10.1007/s00604-023-06044-y