journal article·2024-12

Detection of pesticides in sprayed droplets by using biowaste-derived nanocellulose-based SERS nanosubstrate

Lynn R. Terry, Jacob W. Kruel, Manan Jain, Alison Lara, Priyanka Sharma, Benjamin S. Hsiao, Huiyuan Guo

Cellulose· Volume 31· Issue 18
Publisher page

Abstract

The increased demand for agricultural productivity to support the growing population has resulted in the expanded use of pesticides. However, modern pesticide applications contaminate air, water, soil, and unintentional target species. It is necessary to develop effective and sustainable methods to detect different pesticides within our environment. Surface-enhanced Raman spectroscopy (SERS) has garnered significant attention for its ability to detect and quantify environmental contaminants, as it is a rapid and sensitive technique that requires minimal sample preparation. The present study demonstrates the development of a biowaste-derived nanocellulose-based thin-film that, when integrated with gold nanoparticles, produces a sustainable and reproducible SERS nanosubstrate. In this study, three pesticides (carbaryl, ferbam, and thiabendazole) were sensitively and selectively detected by the combined use of this novel nanocellulose-based SERS nanosubstrate and a portable Raman instrument. The limits of detection were determined to be 0.924, 0.479, and 0.038 mg/L for carbaryl, ferbam, and thiabendazole, respectively, all of which are well below the agricultural application concentrations recommended. SERS signals were collected for both prepared ferbam spray solution and collected sprayed droplets, and it was found that there is no major difference in the signals, indicating that this detection method is reliable to detect pesticide droplets. A commercial pesticide was detectable by the biowaste-derived SERS nanosubstrate. This study is among the first to utilize biowaste-derived nanocellulose to create SERS nanosubstrate for pesticide detection in spray droplets. We demonstrate the high potential of biowaste-derived nanocellulose in combination with the portable Raman technique for agricultural pesticide spray detection.
Source: openaire · Quality: candidate unverified · Source record ↗

Research context

OpenAlex topics: Gold and Silver Nanoparticles Synthesis and Applications · Plant Surface Properties and Treatments · Water Quality Monitoring and Analysis

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

References (55)

Show source-provided references
1. Agri Star A Thiabendazole 4L ST Fungicide
2. Albaugh LLC (2015) THIABENDAZOLE 4.1 FL AG Fungicide
3. Ambroziak R, Krajczewski J, Pisarek M, Kudelski A (2020) Immobilization of cubic silver plasmonic nanoparticles on TiO2 nanotubes, reducing the coffee ring effect in surface-enhanced Raman spectroscopy applications. ACS Omega 5:13963–13972. https://doi.org/10.1021/acsomega.0c0135610.1021/acsomega.0c01356 ↗
4. Anderson DJ, Moskovits M (2006) A SERS-active system based on silver nanoparticles tethered to a deposited silver film. J Phys Chem B 110:13722–13727. https://doi.org/10.1021/jp055243y10.1021/jp055243y ↗
5. Bastús NG, Comenge J, Puntes V (2011) Kinetically controlled seeded growth synthesis of citrate-stabilized gold nanoparticles of up to 200 nm: size focusing versus Ostwald ripening. Langmuir 27:11098–11105. https://doi.org/10.1021/la201938u10.1021/la201938u ↗
6. Bedos C, Loubet B, Barriuso E (2013) Gaseous deposition contributes to the contamination of surface waters by pesticides close to treated fields. A process-based model study. Environ Sci Technol 47:14250–14257. https://doi.org/10.1021/es402592n10.1021/es402592n ↗
7. Beketov MA, Kefford BJ, Schäfer RB, Liess M (2013) Pesticides reduce regional biodiversity of stream invertebrates. Proc Natl Acad Sci U S A 110:11039–11043. https://doi.org/10.1073/pnas.130561811010.1073/pnas.1305618110 ↗
8. Blackie EJ, Le Ru EC, Etchegoin PG (2009) Single-molecule surface-enhanced Raman spectroscopy of nonresonant molecules. J Am Chem Soc 131:14466–14472. https://doi.org/10.1021/ja905319w10.1021/ja905319w ↗
9. Breuch R, Klein D, Moers C et al (2022) Development of gold nanoparticle-based SERS substrates on TiO2-coating to reduce the coffee ring effect. Nanomaterials (Basel) 12:860. https://doi.org/10.3390/nano1205086010.3390/nano12050860 ↗
10. Caratelli V, Fegatelli G, Moscone D, Arduini F (2022) A paper-based electrochemical device for the detection of pesticides in aerosol phase inspired by nature: a flower-like origami biosensor for precision agriculture. Biosens Bioelectron 205:114119. https://doi.org/10.1016/j.bios.2022.11411910.1016/j.bios.2022.114119 ↗
11. Dalvie MA, Sosan MB, Africa A et al (2014) Environmental monitoring of pesticide residues from farms at a neighbouring primary and pre-school in the Western Cape in South Africa. Sci Total Environ 466–467:1078–1084. https://doi.org/10.1016/j.scitotenv.2013.07.09910.1016/j.scitotenv.2013.07.099 ↗
12. Duke SO (2017) Pesticide dose—a parameter with many implications. In: Pesticide dose: effects on the environment and target and non-target organisms. American Chemical Society, Washington, pp 1–1310.1021/bk-2017-1249.ch001 ↗
13. FAO (2000) Faostat: FAO statistical databases. Food & Agriculture Organization of the United Nations (FAO), Rome
14. Fernandez-Cornejo J, Nehring RF, Craig O, Wechsler S, et al (2014) Pesticide use in U.S. agriculture: 21 selected crops, 1960–200810.2139/ssrn.2502986 ↗
15. Freydier L, Lundgren JG (2016) Unintended effects of the herbicides 2,4-D and dicamba on lady beetles. Ecotoxicology 25:1270–1277. https://doi.org/10.1007/s10646-016-1680-410.1007/s10646-016-1680-4 ↗
16. Geng L, Peng X, Zhan C et al (2017) Structure characterization of cellulose nanofiber hydrogel as functions of concentration and ionic strength. Cellulose 24:5417–5429. https://doi.org/10.1007/s10570-017-1496-210.1007/s10570-017-1496-2 ↗
17. Gong X, Tang M, Gong Z et al (2019) Screening pesticide residues on fruit peels using portable Raman spectrometer combined with adhesive tape sampling. Food Chem 295:254–258. https://doi.org/10.1016/j.foodchem.2019.05.12710.1016/j.foodchem.2019.05.127 ↗
18. Grys D, Chikkaraddy R, Kamp M et al (2021) Eliminating irreproducibility in SERS substrates. J Raman Spectrosc 52:412–419. https://doi.org/10.1002/jrs.600810.1002/jrs.6008 ↗
19. Hu B, Pu H, Sun D-W (2021) Multifunctional cellulose based substrates for SERS smart sensing: principles, applications and emerging trends for food safety detection. Trends Food Sci Technol 110:304–320. https://doi.org/10.1016/j.tifs.2021.02.00510.1016/j.tifs.2021.02.005 ↗
20. Huang Z, Nagpal A, Siddhanta S, Barman I (2018) Leveraging coffee-ring effect on plasmonic paper substrate for sensitive analyte detection using Raman spectroscopy. J Raman Spectrosc 49:1552–1558. https://doi.org/10.1002/jrs.541510.1002/jrs.5415 ↗
21. Hussain A, Pu H, Hu B, Sun D-W (2021) Au@Ag-TGANPs based SERS for facile screening of thiabendazole and ferbam in liquid milk. Spectrochim Acta A Mol Biomol Spectrosc 245:118908. https://doi.org/10.1016/j.saa.2020.11890810.1016/j.saa.2020.118908 ↗
22. Jepson PC, Guzy M, Blaustein K et al (2014) Measuring pesticide ecological and health risks in West African agriculture to establish an enabling environment for sustainable intensification. Philos Trans R Soc Lond B Biol Sci 369:20130491. https://doi.org/10.1098/rstb.2013.049110.1098/rstb.2013.0491 ↗
23. Kazanci M, Schulte JP, Douglas C et al (2009) Tuning the surface-enhanced Raman scattering effect to different molecular groups by switching the silver colloid solution pH. Appl Spectrosc 63:214–223. https://doi.org/10.1366/00037020978739198710.1366/000370209787391987 ↗
24. Kim K-H, Kabir E, Jahan SA (2017) Exposure to pesticides and the associated human health effects. Sci Total Environ 575:525–535. https://doi.org/10.1016/j.scitotenv.2016.09.00910.1016/j.scitotenv.2016.09.009 ↗
25. Kneipp K, Kneipp H, Itzkan I, et al (2001) Single molecule detection using near infrared surface-enhanced Raman scattering. In: Single molecule spectroscopy. Springer, Berlin, pp 144–16010.1007/978-3-642-56544-1_8 ↗
26. Le Ru EC, Blackie E, Meyer M, Etchegoin PG (2007) Surface enhanced Raman scattering enhancement factors: a comprehensive study. J Phys Chem C 111:13794–13803. https://doi.org/10.1021/jp068790810.1021/jp0687908 ↗
27. Livingston ML (1952) Parathion poisoning in geese. J Am Vet Med Assoc 120:27
28. Loveland Products Inc. CARBARYL 4L
29. Lv P, Wang Y, Zheng X et al (2022) Selective, stepwise photodegradation of chlorothalonil, dichlobenil and dichloro- and trichloro-isophthalonitriles enhanced by cyanidin in water. Sci Total Environ 805:150157. https://doi.org/10.1016/j.scitotenv.2021.15015710.1016/j.scitotenv.2021.150157 ↗
30. Maher RC (2012) SERS hot spots. In: Kumar CSSR (ed) Raman spectroscopy for nanomaterials characterization. Springer, Berlin, pp 215–26010.1007/978-3-642-20620-7_10 ↗
31. Markey KL, Baird AH, Humphrey C, Negri AP (2007) Insecticides and a fungicide affect multiple coral life stages. Mar Ecol Prog Ser 330:127–137. https://doi.org/10.3354/meps33012710.3354/meps330127 ↗
32. Mostafalou S, Abdollahi M (2013) Pesticides and human chronic diseases: evidences, mechanisms, and perspectives. Toxicol Appl Pharmacol 268:157–177. https://doi.org/10.1016/j.taap.2013.01.02510.1016/j.taap.2013.01.025 ↗
33. Nie S, Emory SR (1997) Probing single molecules and single nanoparticles by surface-enhanced Raman scattering. Science (1979) 275:1102–1106. https://doi.org/10.1126/science.275.5303.110210.1126/science.275.5303.1102 ↗
34. Nowicka AB, Czaplicka M, Kowalska AA et al (2019) Flexible PET/ITO/Ag SERS platform for label-free detection of pesticides. Biosensors (Basel) 9:111. https://doi.org/10.3390/bios903011110.3390/bios9030111 ↗
35. Ooi Y, Hanasaki I, Mizumura D, Matsuda Y (2017) Suppressing the coffee-ring effect of colloidal droplets by dispersed cellulose nanofibers. Sci Technol Adv Mater 18:316–324. https://doi.org/10.1080/14686996.2017.131477610.1080/14686996.2017.1314776 ↗
36. Perine J, Anderson JC, Kruger GR et al (2021) Effect of nozzle selection on deposition of thiamethoxam in Actara® spray drift and implications for off-field risk assessment. Sci Total Environ 772:144808. https://doi.org/10.1016/j.scitotenv.2020.14480810.1016/j.scitotenv.2020.144808 ↗
37. Pettinger B (2010) Single-molecule surface- and tip-enhanced Raman spectroscopy. Mol Phys 108:2039–2059. https://doi.org/10.1080/00268976.2010.50689110.1080/00268976.2010.506891 ↗
38. Pilot R, Signorini R, Christian D, Orian L et al (2019) A review on surface-enhanced Raman scattering. Biosensors (Basel) 9:57. https://doi.org/10.3390/bios902005710.3390/bios9020057 ↗
39. Pöschl U (2005) Atmospheric aerosols: composition, transformation, climate and health effects. Angew Chem Int Ed Engl 44:7520–7540. https://doi.org/10.1002/anie.20050112210.1002/anie.200501122 ↗
40. Prechsl UE, Bonadio M, Wegher L, Oberhuber M (2022) Long-term monitoring of pesticide residues on public sites: a regional approach to survey and reduce spray drift. Front Environ Sci Eng China 10:1062333. https://doi.org/10.3389/fenvs.2022.106233310.3389/fenvs.2022.1062333 ↗
41. Rattner BA (2009) History of wildlife toxicology. Ecotoxicology 18:773–783. https://doi.org/10.1007/s10646-009-0354-x10.1007/s10646-009-0354-x ↗
42. Sharma PR, Sharma SK, Lindström T, Hsiao BS (2020) Nanocellulose-enabled membranes for water purification: perspectives. Adv Sustain Syst 4:1900114. https://doi.org/10.1002/adsu.20190011410.1002/adsu.201900114 ↗
43. Tahir D, Karim MRA, Hu H et al (2022) Sources, chemical functionalization, and commercial applications of nanocellulose and nanocellulose-based composites: a review. Polymers (Basel) 14:4468. https://doi.org/10.3390/polym1421446810.3390/polym14214468 ↗
44. Taminco Ferbam Granuflo® Fungicide. 8
45. Tian L, Jiang Q, Liu K-K et al (2016) Bacterial nanocellulose-based flexible surface enhanced Raman scattering substrate. Adv Mater Interfaces 3:1600214. https://doi.org/10.1002/admi.20160021410.1002/admi.201600214 ↗
46. Umapathi R, Park B, Sonwal S et al (2022) Advances in optical-sensing strategies for the on-site detection of pesticides in agricultural foods. Trends Food Sci Technol 119:69–89. https://doi.org/10.1016/j.tifs.2021.11.01810.1016/j.tifs.2021.11.018 ↗
47. Viviana MN, Renda V, Trusso S, Ponterio RC (2021) Role of pH on nanostructured SERS active substrates for detection of organic dyes. Molecules. https://doi.org/10.3390/molecules2608236010.3390/molecules26082360 ↗
48. Voisin H, Bergström L, Liu P, Mathew AP (2017) Nanocellulose-based materials for water purification. Nanomaterials (Basel) 7:57. https://doi.org/10.3390/nano703005710.3390/nano7030057 ↗
49. Walker AN, Golden R, Horst MN (2010) Morphologic effects of in vivo acute exposure to the pesticide methoprene on the hepatopancreas of a non-target organism, Homarus americanus. Ecotoxicol Environ Saf 73:1867–1874. https://doi.org/10.1016/j.ecoenv.2010.08.01310.1016/j.ecoenv.2010.08.013 ↗
50. Witton JT, Pickering MD, Alvarez T et al (2018) Quantifying pesticide deposits and spray patterns at micro-scales on apple (Malus domesticus) leaves with a view to arthropod exposure. Pest Manag Sci 74:2884–2893. https://doi.org/10.1002/ps.513610.1002/ps.5136 ↗
51. Wu G, Li W, Du W et al (2022) In-situ monitoring of nitrile-bearing pesticide residues by background-free surface-enhanced Raman spectroscopy. Chin Chem Lett 33:519–522. https://doi.org/10.1016/j.cclet.2021.06.05110.1016/j.cclet.2021.06.051 ↗
52. Xiong Z, Lin M, Lin H, Huang M (2018) Facile synthesis of cellulose nanofiber nanocomposite as a SERS substrate for detection of thiram in juice. Carbohydr Polym 189:79–86. https://doi.org/10.1016/j.carbpol.2018.02.01410.1016/j.carbpol.2018.02.014 ↗
53. Xu R, Dai S, Dou M et al (2023) Simultaneous, label-free and high-throughput SERS detection of multiple pesticides on Ag@Three-Dimensional silica photonic microsphere array. J Agric Food Chem 71:3050–3059. https://doi.org/10.1021/acs.jafc.2c0784610.1021/acs.jafc.2c07846 ↗
54. Yu H, Xu L, Yang F et al (2021) Rapid surface-enhanced Raman spectroscopy detection of chlorothalonil in standard solution and orange peels with pretreatment of ultraviolet irradiation. Bull Environ Contam Toxicol 107:221–227. https://doi.org/10.1007/s00128-021-03258-910.1007/s00128-021-03258-9 ↗
55. Zikankuba VL, Mwanyika G, Ntwenya JE, James A (2019) Pesticide regulations and their malpractice implications on food and environment safety. Cogent Food Agric 5:1601544. https://doi.org/10.1080/23311932.2019.160154410.1080/23311932.2019.1601544 ↗