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For: Lorenzo-Navarro J, Castrillón-Santana M, Sánchez-Nielsen E, Zarco B, Herrera A, Martínez I, Gómez M. Deep learning approach for automatic microplastics counting and classification. Sci Total Environ 2021;765:142728. [PMID: 33127127 DOI: 10.1016/j.scitotenv.2020.142728] [Citation(s) in RCA: 39] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/23/2020] [Revised: 09/15/2020] [Accepted: 09/22/2020] [Indexed: 06/11/2023]
Number Cited by Other Article(s)
1
Le QNP, Halsall C, Peneva S, Wrigley O, Braun M, Amelung W, Ashton L, Surridge BWJ, Quinton J. Towards quality-assured measurements of microplastics in soil using fluorescence microscopy. Anal Bioanal Chem 2025;417:2225-2238. [PMID: 40063098 PMCID: PMC11996956 DOI: 10.1007/s00216-025-05810-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2024] [Revised: 02/14/2025] [Accepted: 02/19/2025] [Indexed: 04/15/2025]
2
Cabaneros SM, Chapman E, Hansen M, Williams B, Rotchell J. Automatic pre-screening of outdoor airborne microplastics in micrographs using deep learning. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2025;372:125993. [PMID: 40090454 DOI: 10.1016/j.envpol.2025.125993] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/03/2025] [Revised: 02/17/2025] [Accepted: 03/03/2025] [Indexed: 03/18/2025]
3
Gao Z, Ren Z, Cui T, Fu Y. Machine learning-based analysis of microplastic-induced changes in anaerobic digestion parameters influencing methane yield. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2025;377:124627. [PMID: 39993357 DOI: 10.1016/j.jenvman.2025.124627] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/02/2024] [Revised: 01/31/2025] [Accepted: 02/16/2025] [Indexed: 02/26/2025]
4
Galata S, Walkington I, Lane T, Kiriakoulakis K, Dick JJ. Rapid detection of microfibres in environmental samples using open-source visual recognition models. JOURNAL OF HAZARDOUS MATERIALS 2024;480:135956. [PMID: 39393321 DOI: 10.1016/j.jhazmat.2024.135956] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/18/2024] [Revised: 09/18/2024] [Accepted: 09/23/2024] [Indexed: 10/13/2024]
5
Zhao B, Richardson RE, You F. Microplastics monitoring in freshwater systems: A review of global efforts, knowledge gaps, and research priorities. JOURNAL OF HAZARDOUS MATERIALS 2024;477:135329. [PMID: 39088945 DOI: 10.1016/j.jhazmat.2024.135329] [Citation(s) in RCA: 14] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/10/2024] [Revised: 07/11/2024] [Accepted: 07/24/2024] [Indexed: 08/03/2024]
6
Hu B, Dai Y, Zhou H, Sun Y, Yu H, Dai Y, Wang M, Ergu D, Zhou P. Using artificial intelligence to rapidly identify microplastics pollution and predict microplastics environmental behaviors. JOURNAL OF HAZARDOUS MATERIALS 2024;474:134865. [PMID: 38861902 DOI: 10.1016/j.jhazmat.2024.134865] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/15/2024] [Revised: 05/23/2024] [Accepted: 06/07/2024] [Indexed: 06/13/2024]
7
Guo P, Wang Y, Moghaddamfard P, Meng W, Wu S, Bao Y. Artificial intelligence-empowered collection and characterization of microplastics: A review. JOURNAL OF HAZARDOUS MATERIALS 2024;471:134405. [PMID: 38678715 DOI: 10.1016/j.jhazmat.2024.134405] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/22/2024] [Revised: 04/16/2024] [Accepted: 04/23/2024] [Indexed: 05/01/2024]
8
Latwal M, Arora S, Murthy KSR. Data driven AI (artificial intelligence) detection furnish economic pathways for microplastics. JOURNAL OF CONTAMINANT HYDROLOGY 2024;264:104365. [PMID: 38776560 DOI: 10.1016/j.jconhyd.2024.104365] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/26/2024] [Revised: 04/18/2024] [Accepted: 05/11/2024] [Indexed: 05/25/2024]
9
Han K, Huang M, Wang Z, Shi C, Wang Z, Guo J, Liu W, Lei L, Guo Q. Innovative methods for microplastic characterization and detection: Deep learning supported by photoacoustic imaging and automated pre-processing data. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2024;359:120954. [PMID: 38692026 DOI: 10.1016/j.jenvman.2024.120954] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/11/2024] [Revised: 04/15/2024] [Accepted: 04/18/2024] [Indexed: 05/03/2024]
10
Xu J, Wang Z. Intelligent classification and pollution characteristics analysis of microplastics in urban surface waters using YNet. JOURNAL OF HAZARDOUS MATERIALS 2024;467:133694. [PMID: 38330648 DOI: 10.1016/j.jhazmat.2024.133694] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Revised: 01/23/2024] [Accepted: 01/31/2024] [Indexed: 02/10/2024]
11
Rodríguez Y, Rodríguez A, van Loon WMGM, Pereira JM, Frias J, Duncan EM, Garcia S, Herrera L, Marqués C, Neves V, Domínguez-Hernández C, Hernández-Borges J, Rodríguez B, Pham CK. Cory's shearwater as a key bioindicator for monitoring floating plastics. ENVIRONMENT INTERNATIONAL 2024;186:108595. [PMID: 38552271 DOI: 10.1016/j.envint.2024.108595] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/24/2023] [Revised: 03/19/2024] [Accepted: 03/21/2024] [Indexed: 04/26/2024]
12
Ko K, Lee J, Baumann P, Kim J, Chung H. Analysis of micro(nano)plastics based on automated data interpretation and modeling: A review. NANOIMPACT 2024;34:100509. [PMID: 38734308 DOI: 10.1016/j.impact.2024.100509] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/19/2024] [Revised: 04/11/2024] [Accepted: 05/07/2024] [Indexed: 05/13/2024]
13
Li C, Li X, Bank MS, Dong T, Fang JKH, Leusch FDL, Rillig MC, Wang J, Wang L, Xia Y, Xu EG, Yang Y, Zhang C, Zhu D, Liu J, Jin L. The "Microplastome" - A Holistic Perspective to Capture the Real-World Ecology of Microplastics. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2024;58:4060-4069. [PMID: 38331396 PMCID: PMC10919093 DOI: 10.1021/acs.est.3c08849] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/24/2023] [Revised: 01/18/2024] [Accepted: 01/22/2024] [Indexed: 02/10/2024]
14
Thammasanya T, Patiam S, Rodcharoen E, Chotikarn P. A new approach to classifying polymer type of microplastics based on Faster-RCNN-FPN and spectroscopic imagery under ultraviolet light. Sci Rep 2024;14:3529. [PMID: 38346972 PMCID: PMC10861463 DOI: 10.1038/s41598-024-53251-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Accepted: 01/30/2024] [Indexed: 02/15/2024]  Open
15
Xu J, Wang Z. Efficient and accurate microplastics identification and segmentation in urban waters using convolutional neural networks. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024;911:168696. [PMID: 38000753 DOI: 10.1016/j.scitotenv.2023.168696] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Revised: 11/15/2023] [Accepted: 11/17/2023] [Indexed: 11/26/2023]
16
Li Y, Zhu Y, Huang J, Ho YW, Fang JKH, Lam EY. High-throughput microplastic assessment using polarization holographic imaging. Sci Rep 2024;14:2355. [PMID: 38287056 PMCID: PMC10824714 DOI: 10.1038/s41598-024-52762-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2023] [Accepted: 01/22/2024] [Indexed: 01/31/2024]  Open
17
Vélez-Terreros PY, Romero-Estévez D, Yánez-Jácome GS. Microplastics in Ecuador: A review of environmental and health-risk assessment challenges. Heliyon 2024;10:e23232. [PMID: 38163182 PMCID: PMC10754870 DOI: 10.1016/j.heliyon.2023.e23232] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2023] [Revised: 10/26/2023] [Accepted: 11/29/2023] [Indexed: 01/03/2024]  Open
18
Dehghanian Z, Asgari Lajayer B, Biglari Quchan Atigh Z, Nayeri S, Ahmadabadi M, Taghipour L, Senapathi V, Astatkie T, Price GW. Micro (nano) plastics uptake, toxicity and detoxification in plants: Challenges and prospects. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 2023;268:115676. [PMID: 37979355 DOI: 10.1016/j.ecoenv.2023.115676] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/21/2023] [Revised: 11/05/2023] [Accepted: 11/09/2023] [Indexed: 11/20/2023]
19
Lee S, Jeong H, Hong SM, Yun D, Lee J, Kim E, Cho KH. Automatic classification of microplastics and natural organic matter mixtures using a deep learning model. WATER RESEARCH 2023;246:120710. [PMID: 37857009 DOI: 10.1016/j.watres.2023.120710] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/19/2023] [Revised: 09/16/2023] [Accepted: 10/06/2023] [Indexed: 10/21/2023]
20
Wang J, Dong J, Tang M, Yao J, Li X, Kong D, Zhao K. Identification and detection of microplastic particles in marine environment by using improved faster R-CNN model. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2023;345:118802. [PMID: 37591094 DOI: 10.1016/j.jenvman.2023.118802] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/08/2023] [Revised: 08/09/2023] [Accepted: 08/10/2023] [Indexed: 08/19/2023]
21
Su J, Zhang F, Yu C, Zhang Y, Wang J, Wang C, Wang H, Jiang H. Machine learning: Next promising trend for microplastics study. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2023;344:118756. [PMID: 37573697 DOI: 10.1016/j.jenvman.2023.118756] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/16/2023] [Revised: 07/24/2023] [Accepted: 08/09/2023] [Indexed: 08/15/2023]
22
Ritchie MW, Cheslock A, Bourdages MPT, Hamilton BM, Provencher JF, Allison JE, MacMillan HA. Quantifying microplastic ingestion, degradation and excretion in insects using fluorescent plastics. CONSERVATION PHYSIOLOGY 2023;11:coad052. [PMID: 37588620 PMCID: PMC10425969 DOI: 10.1093/conphys/coad052] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/16/2022] [Revised: 06/01/2023] [Accepted: 07/14/2023] [Indexed: 08/18/2023]
23
Afreen V, Hashmi K, Nasir R, Saleem A, Khan MI, Akhtar MF. Adverse health effects and mechanisms of microplastics on female reproductive system: a descriptive review. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2023;30:76283-76296. [PMID: 37247153 DOI: 10.1007/s11356-023-27930-1] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Accepted: 05/22/2023] [Indexed: 05/30/2023]
24
Menéndez D, Blanco-Fernandez C, Machado-Schiaffino G, Ardura A, Garcia-Vazquez E. High microplastics concentration in liver is negatively associated with condition factor in the Benguela hake Merluccius polli. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 2023;262:115135. [PMID: 37320916 DOI: 10.1016/j.ecoenv.2023.115135] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/28/2023] [Revised: 06/06/2023] [Accepted: 06/10/2023] [Indexed: 06/17/2023]
25
Liu Y, Yao W, Qin F, Zhou L, Zheng Y. Spectral Classification of Large-Scale Blended (Micro)Plastics Using FT-IR Raw Spectra and Image-Based Machine Learning. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2023;57:6656-6663. [PMID: 37052503 DOI: 10.1021/acs.est.2c08952] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/19/2023]
26
Yu JT, Diamond ML, Helm PA. A fit-for-purpose categorization scheme for microplastic morphologies. INTEGRATED ENVIRONMENTAL ASSESSMENT AND MANAGEMENT 2023;19:422-435. [PMID: 35686603 DOI: 10.1002/ieam.4648] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/17/2022] [Revised: 05/12/2022] [Accepted: 06/02/2022] [Indexed: 06/15/2023]
27
Giardino M, Balestra V, Janner D, Bellopede R. Automated method for routine microplastic detection and quantification. THE SCIENCE OF THE TOTAL ENVIRONMENT 2023;859:160036. [PMID: 36379342 DOI: 10.1016/j.scitotenv.2022.160036] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Revised: 10/30/2022] [Accepted: 11/03/2022] [Indexed: 06/16/2023]
28
Sonbhadra S, Pandey LM. Assessment of Microplastics from Surface Water Bodies: Challenges and Future Scopes. WATER, AIR, & SOIL POLLUTION 2023;234:80. [DOI: 10.1007/s11270-023-06094-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/01/2022] [Accepted: 01/13/2023] [Indexed: 05/15/2025]
29
Zhang Y, Zhang D, Zhang Z. A Critical Review on Artificial Intelligence-Based Microplastics Imaging Technology: Recent Advances, Hot-Spots and Challenges. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023;20:1150. [PMID: 36673905 PMCID: PMC9859244 DOI: 10.3390/ijerph20021150] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/25/2022] [Revised: 12/25/2022] [Accepted: 12/30/2022] [Indexed: 06/17/2023]
30
Han XL, Jiang NJ, Hata T, Choi J, Du YJ, Wang YJ. Deep learning based approach for automated characterization of large marine microplastic particles. MARINE ENVIRONMENTAL RESEARCH 2023;183:105829. [PMID: 36495654 DOI: 10.1016/j.marenvres.2022.105829] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/13/2022] [Revised: 10/05/2022] [Accepted: 11/15/2022] [Indexed: 06/17/2023]
31
Al Nabhani K, Salzman S, Shimeta J, Dansie A, Allinson G. A temporal assessment of microplastics distribution on the beaches of three remote islands of the Yasawa archipelago, Fiji. MARINE POLLUTION BULLETIN 2022;185:114202. [PMID: 36265426 DOI: 10.1016/j.marpolbul.2022.114202] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/26/2022] [Revised: 09/27/2022] [Accepted: 09/28/2022] [Indexed: 06/16/2023]
32
Xu RZ, Cao JS, Ye T, Wang SN, Luo JY, Ni BJ, Fang F. Automated machine learning-based prediction of microplastics induced impacts on methane production in anaerobic digestion. WATER RESEARCH 2022;223:118975. [PMID: 35987034 DOI: 10.1016/j.watres.2022.118975] [Citation(s) in RCA: 37] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Revised: 08/11/2022] [Accepted: 08/12/2022] [Indexed: 06/15/2023]
33
MP-Net: Deep learning-based segmentation for fluorescence microscopy images of microplastics isolated from clams. PLoS One 2022;17:e0269449. [PMID: 35704628 PMCID: PMC9200300 DOI: 10.1371/journal.pone.0269449] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Accepted: 05/21/2022] [Indexed: 11/19/2022]  Open
34
Shi B, Patel M, Yu D, Yan J, Li Z, Petriw D, Pruyn T, Smyth K, Passeport E, Miller RJD, Howe JY. Automatic quantification and classification of microplastics in scanning electron micrographs via deep learning. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022;825:153903. [PMID: 35192829 DOI: 10.1016/j.scitotenv.2022.153903] [Citation(s) in RCA: 31] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/16/2021] [Revised: 01/21/2022] [Accepted: 02/11/2022] [Indexed: 06/14/2023]
35
Lagrangian Modeling of Marine Microplastics Fate and Transport: The State of the Science. JOURNAL OF MARINE SCIENCE AND ENGINEERING 2022. [DOI: 10.3390/jmse10040481] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
36
Ai W, Liu S, Liao H, Du J, Cai Y, Liao C, Shi H, Lin Y, Junaid M, Yue X, Wang J. Application of hyperspectral imaging technology in the rapid identification of microplastics in farmland soil. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022;807:151030. [PMID: 34673067 DOI: 10.1016/j.scitotenv.2021.151030] [Citation(s) in RCA: 33] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/14/2021] [Revised: 10/12/2021] [Accepted: 10/13/2021] [Indexed: 06/13/2023]
37
U-Net skip-connection architectures for the automated counting of microplastics. Neural Comput Appl 2022. [DOI: 10.1007/s00521-021-06876-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
38
Lee G, Jhang K. Neural Network Analysis for Microplastic Segmentation. SENSORS (BASEL, SWITZERLAND) 2021;21:7030. [PMID: 34770337 PMCID: PMC8586942 DOI: 10.3390/s21217030] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/17/2021] [Revised: 10/14/2021] [Accepted: 10/21/2021] [Indexed: 11/22/2022]
39
Junhao C, Xining Z, Xiaodong G, Li Z, Qi H, Siddique KHM. Extraction and identification methods of microplastics and nanoplastics in agricultural soil: A review. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2021;294:112997. [PMID: 34111599 DOI: 10.1016/j.jenvman.2021.112997] [Citation(s) in RCA: 45] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/18/2021] [Revised: 05/25/2021] [Accepted: 06/01/2021] [Indexed: 06/12/2023]
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