Abstract
Caffeine is the most widespread active pharmaceutical compound in the world, generally studied as a tracer of human pollution, since caffeine levels in surface water correlate with the anthropogenic load of domestic wastewater. This work investigated the use of different steel wastes named as SW-I, SW-II, SW-II, SW-IV, SW-V, and SW-VI in the adsorption of caffeine. These materials were pretreated and characterized by scanning electron microscopy, Fourier transform infrared spectroscopy, X-ray diffraction, and point of zero charge. The samples are mainly composed of iron (hematite and magnetite). The caffeine adsorption test indicated that SW-VI (steel slag dust) is the most efficient and promising (removal around 51.68%) in relation to the other residues, which it was selected for further studies. Equilibrium time was reached within 96 h of contact between the adsorbent and the adsorbate, with removal of 84.00%, 81.09%, and 73.19% for the initial concentrations of 10 mg L−1, 20 mg L−1, and 30 mg L−1 of caffeine. The pseudo-first-order, pseudo-second-order, and Elovich models presented a good fit to the experimental data. However, the pseudo-first order model described better the experimental behavior. Adsorption isotherms were performed at three temperatures (298, 308, and 318 K). The maximum adsorption capacity was 17.46 ± 2.27 mg g−1, and experimental data were better fitted by the Sips isotherm. Values of ΔG° and parameters equilibrium of the models of Langmuir, Sips, and Temkin were calculated from the standard enthalpies and standard entropies estimated. The values of ΔG° were negative for the temperatures studied indicating that the adsorption process is viable and spontaneous. Negative values for ΔH° were also found, indicating that the process of caffeine adsorption by SW-VI is an exothermic process (0 to −40 kJ mol−1). Thus, the adsorption of caffeine by SW-VI is a physical process. The SW-VI material showed economic viability and promising for the adsorption of caffeine in aqueous media.
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References
Abd AA, Naji SZ, Hashim AS, Othman MR (2020) Carbon dioxide removal through physical adsorption using carbonaceous and non-carbonaceous adsorbents: a review. J Environ Chem Eng 8(5):104142. https://doi.org/10.1016/j.jece.2020.104142
Almeida-Naranjo CE, Aldás MB, Cabrera G, Guerrero VH (2021) Caffeine removal from synthetic wastewater using magnetic fruit peel composites: Material characterization, isotherm and kinetic studies. Environ Challenge 5:100343. https://doi.org/10.1016/j.envc.2021.100343
Álvarez S, Ribeiro RS, Gomes HT, Sotelo JL, García J (2015) Synthesis of carbon xerogels and their application in adsorption studies of caffeine and diclofenac as emerging contaminants. Chem Eng Res Des 95:229–238. https://doi.org/10.1016/j.cherd.2014.11.001
Anastopoulos I, Katsouromalli A, Pashalidis I (2020a) Oxidized biochar obtained from pine needles as a novel adsorbent to remove caffeine from aqueous solutions. J Mol Liq 304:112661. https://doi.org/10.1016/j.molliq.2020.112661
Anastopoulos I, Pashalidis I, Orfanos DM, Manariotis ID, Tatarchuk T, Sellaoui L, Bonilla-Petrociolet A, Mittal A, Nuñez-Delgado A (2020b) Removal of caffeine, nicotine and amoxicillin from (waste) waters by various adsorbents. A review. J Environ Manage 261:110236. https://doi.org/10.1016/j.jenvman.2020.110236
Arya V, Philip L (2016) Adsorption of pharmaceuticals in water using Fe3O4 coated polymer clay composite. Microporous Mesoporous Mater 232:273–280. https://doi.org/10.1016/j.micromeso.2016.06.033
Ayawei N, Ebelegi AN, Wankasi D (2017) Modelling and interpretation of adsorption isotherms. J chem 2017. https://doi.org/10.1155/2017/3039817
Beltrame KK, Cazetta AL, Souza PSC, Spessato L, Silva TL, Almeida VC (2018) Adsorption of caffeine on mesoporous activated carbon fibers prepared from pineapple plant leaves. Ecotoxicol Environ Saf 147:64–71. https://doi.org/10.1016/j.ecoenv.2017.08.034
Biswas S, Sen TK, Yeneneh AM, Meikap BC (2019) Synthesis and characterization of a novel Ca-alginate-biochar composite as efficient zinc (Zn2+) adsorbent: thermodynamics, process design, mass transfer and isotherm modeling. Sep Sci Technol 54(7):1106–1124. https://doi.org/10.1080/01496395.2018.1527353
Buerge IJ, Poiger T, Müller MD, Buser HR (2003) Caffeine, an anthropogenic marker for wastewater contamination of surface waters. Environ sci technol 37(4):691–700. https://doi.org/10.1021/es020125z
Chen T, Da T, Ma Y (2021) Reasonable calculation of the thermodynamic parameters from adsorption equilibrium constant. J Mol Liq 322:114980. https://doi.org/10.1016/j.molliq.2020.114980
Chu KH (2021) Revisiting the temkin isotherm: dimensional inconsistency and approximate forms. Ind Eng Chem Res 60(35):13140–13147. https://doi.org/10.1021/acs.iecr.1c01788
Deng J, Lei B, He A, Zhang X, Ma L, Li S, Zhao C (2013) Toward 3D graphene oxide gels based adsorbents for high-efficient water treatment via the promotion of biopolymers. J Hazard Mater 263:467–478. https://doi.org/10.1016/j.jhazmat.2013.09.065
Daneshvar E, Vazirzadeh A, Niazi A, Kousha M, Naushad M, Bhatnagar A (2017) Desorption of methylene blue dye from brown macroalga: effects of operating parameters, isotherm study and kinetic modeling. J Clean Prod 152:443–453. https://doi.org/10.1016/j.jclepro.2017.03.119
Demirezen AD, Yıldız YŞ, Yılmaz DD (2019) Amoxicillin degradation using green synthesized iron oxide nanoparticles: kinetics and mechanism analysis. Environ Nanotechno Monitor Manage 11:100219. https://doi.org/10.1016/j.enmm.2019.100219
Dong ZB, Liang YR, Fan FY, Ye JH, Zheng XQ, Lu JL (2011) Adsorption behavior of the catechins and caffeine onto polyvinylpolypyrrolidone. J Agri Food Chem 59(8):4238–4247. https://doi.org/10.1021/jf200089m
Dubinin MM, Zaverina ED, Radushkevich LV (1947) Sorption and structure of active carbons. I. Adsorption of organic vapours. Zhurnal Fizicheskoi Khimii 21(3):151–162
Elessawy NA, Elnouby M, Gouda MH, Hamad HA, Taha NA, Gouda M, Eldin MSM (2020) Ciprofloxacin removal using magnetic fullerene nanocomposite obtained from sustainable pet bottle wastes: adsorption process optimization, kinetics, isotherm, regeneration and recycling studies. Chemosphere 239:124728. https://doi.org/10.1016/j.chemosphere.2019.124728
Fan FL, Qin Z, Bai J, Rong WD, Fan FY, Tian W, Wu XL, Wang Y, Zhao L (2012) Rapid removal of uranium from aqueous solutions using magnetic Fe3O4@SiO2 composite particles. J Environ Radioact 106:40–46. https://doi.org/10.1016/j.jenvrad.2011.11.003
Fan H, Ma Y, Wan J, Wang Y, Li Z, Chen Y (2020) Adsorption properties and mechanisms of novel biomaterials from banyan aerial roots via simple modification for ciprofloxacin removal. Sci Total Environ 708:134630. https://doi.org/10.1016/j.scitotenv.2019.134630
Fernandes TA, Mendo SG, Ferreira LP, Neng NR, Oliveira MC, Gil A, Calhorda MJ (2021) Photocatalytic degradation of acetaminophen and caffeine using magnetite–hematite combined nanoparticles: kinetics and mechanisms. Environ Sci Pollut Res 28(14):17228–17243. https://doi.org/10.1007/s11356-020-12016-z
França AMM, Sousa FW, Loiola AR, Luna FMT, Vidal CB, Nascimento R (2021a) Study of Cu2+, Ni2+, and Zn2+ competitive adsorption on synthetic zeolite: an experimental and theoretical approach. Desalin Water Treat. 227:263–277. https://doi.org/10.5004/dwt.2021.27255
França AMM, Bessa RA, Oliveira ES, Nascimento MVM, Luna FMT, Loiola AR, Nascimento RF (2021b) In-situ cost-effective synthesis of zeolite A in Al2O3–SiO2 glass fibers for fixed bed adsorption of Cu2+, Cd2+ and Pb2+. Adsorpt 27(7):1067–1080. https://doi.org/10.1007/s10450-021-00337-5
Gil A, Santamaría L, Korili SA (2018) Removal of caffeine and diclofenac from aqueous solution by adsorption on multiwalled carbon nanotubes. Colloid Interface Sci Commun 22:25–28. https://doi.org/10.1016/j.colcom.2017.11.007
Gubler R, ThomasArrigo LK (2021) Ferrous iron enhances arsenic sorption and oxidation by non-stoichiometric magnetite and maghemite. J Hazard Mater 402:123425. https://doi.org/10.1016/j.jhazmat.2020.123425
Guégan R, De Oliveira T, Le Gleuher J, Sugahara Y (2020) Tuning down the environmental interests of organoclays for emerging pollutants: pharmaceuticals in presence of electrolytes. Chemosphere 239. https://doi.org/10.1016/j.chemosphere.2019.124730
Hassani A, Karaca M, Karaca S, Khataee A, Açışlı Ö, Yılmaz B (2018) Preparation of magnetite nanoparticles by high-energy planetary ball mill and its application for ciprofloxacin degradation through heterogeneous fenton process. J Environ Manage 211:53–62. https://doi.org/10.1016/j.jenvman.2018.01.014
Hu Q, Zhang Z (2019) Application of Dubinin–Radushkevich isotherm model at the solid/solution interface: a theoretical analysis. J Mol Liq 277:646–648. https://doi.org/10.1016/j.molliq.2019.01.005
Húmpola PD, Odetti HS, Fertitta AE, Vicente JL (2013) Thermodynamic analysis of adsorption models of phenol in liquid phase on different activated carbons. J Chil Chem Soc 58(1):1541–1544. https://doi.org/10.4067/S0717-97072013000100009
Jiang Q, Zhu R (2021) Facile synthesis of highly efficient and cost-effective photo-fenton catalyst by ball milling commercial TiO2 and natural magnetite. J Alloys Compd 862:158670. https://doi.org/10.1016/j.jallcom.2021.158670
Johnston CP, Chrysochoou M (2014) Mechanisms of chromate adsorption on hematite. Geochem Cosmochim Acta 138:146–157. https://doi.org/10.1016/j.gca.2014.04.030
Kamatchi C, Arivoli S, Prabakaran R (2022) Thermodynamic, kinetic, batch adsorption and isotherm models for the adsorption of nickel from an artificial solution using chloroxylon swietenia activated carbon. Phys Chem Res 10(3):315–324. https://doi.org/10.22036/pcr.2021.300561.1956
Kosma CI, Lambropoulou DA, Albanis TA (2014) Investigation of PPCPs in wastewater treatment plants in Greece: occurrence, removal and environmental risk assessment. Sci Total Environ 466:421–438. https://doi.org/10.1016/j.scitotenv.2013.07.044
Langmuir I (1918) The adsorption of gases on plane surfaces of glass, mica and platinum. J Am Chem Soc 40(9):1361–1403. https://doi.org/10.1021/ja02242a004
Li P, Chen P, Liu Z, Nie S, Wang X, Wang G, Zhang W, Chen H, Wang L (2020a) Highly efficient elimination of uranium from wastewater with facilely synthesized Mg-Fe layered double hydroxides: optimum preparation conditions and adsorption kinetics. Ann Nucl Energy 140:107140. https://doi.org/10.1016/j.anucene.2019.107140
Li S, He B, Wang J, Liu J, Hu X (2020) Risks of caffeine residues in the environment: necessity for a targeted ecopharmacovigilance program. Chemosphere 243:125343. https://doi.org/10.1016/j.chemosphere.2019.125343
Lima É C, Adebayo M A, Machado F M (2015) Kinetic and equilibrium models of adsorption. In Carbon nanomaterials as adsorbents for environmental and biological applications (pp. 33-69). Springer, Cham.
Lima EC, Gomes AA, Tran HN (2020) Comparison of the nonlinear and linear forms of the Van’t Hoff equation for calculation of adsorption thermodynamic parameters (∆ S° and∆ H°). J Mol Liq 311:113315. https://doi.org/10.1016/j.molliq.2020.113315
Lima EC, Hosseini-Bandegharaei A, Moreno-Piraján JC, Anastopoulos I (2019) A critical review of the estimation of the thermodynamic parameters on adsorption equilibria. Wrong use of equilibrium constant in the Van’t Hoof equation for calculation of thermodynamic parameters of adsorption. J Mol Liq 273:425–434. https://doi.org/10.1016/j.molliq.2018.10.048
Lin CC, Ho JM (2014) Structural analysis and catalytic activity of Fe3O4 nanoparticles prepared by a facile co-precipitation method in a rotating packed bed. Ceram Int 40(7):10275–10282. https://doi.org/10.1016/j.ceramint.2014.02.119
Lin CC, Cheng YL (2020) Adsorption of ciprofloxacin in water using Fe3O4 nanoparticles formed at low temperature and high reactant concentrations in a rotating packed bed with co-precipitation. Mater Chem Phys 240:122049. https://doi.org/10.1016/j.matchemphys.2019.122049
Lipton RB, Diener HC, Robbins MS, Garas SY, Patel K (2017) Caffeine in the management of patients with headache. J Headache Pain 18(1):1–11. https://doi.org/10.1186/s10194-017-0806-2
LiverTox (2021) Caffeine: clinical and research information on drug-induced liver injury. Bethesda (MD): National Institute of Diabetes and Digestive and Kidney Diseases. https://www.ncbi.nlm.nih.gov/books/NBK559835/. Accessed 26 June 2021
Liyanage AS, Canaday S, Pittman CU Jr, Mlsna T (2020) Rapid remediation of pharmaceuticals from wastewater using magnetic Fe3O4/Douglas fir biochar adsorbents. Chemosphere 258:127336. https://doi.org/10.1016/j.chemosphere.2020.127336
Maichin F, Freitas LC, Ortiz N (2010) The use of converter slag (magnetite) and bentonite clay for amoxicillin adsorption from polluted water. Orbital: Electron J Chem 5(3):213–217. https://doi.org/10.17807/orbital.v5i3.494
Manzar MS, Khan G, dos Santos Lins P V, Zubair M, Khan SU, Selvasembian R, Meili L, Blaisi NI, Nawaz M, Aziz HA, Kayed TS (2021) RSM-CCD optimization approach for the adsorptive removal of eriochrome black T from aqueous system using steel slag-based adsorbent: characterization, isotherm, kinetic modeling and thermodynamic analysis. J Mol Liq 339:116714. https://doi.org/10.1016/j.molliq.2021.116714
Melo LL, Ide AH, Duarte JLS, Zanta CLP, Oliveira LM, Pimentel WR, Meili L (2020) Caffeine removal using Elaeis guineensis activated carbon: adsorption and rsm studies. Environ Sci Pollut Res 27(21):27048–27060. https://doi.org/10.1007/s11356-020-09053-z
Mohamady SI (2021) Functionalization of magnetic-chitosan nanocomposite for enhancing Th(IV) ions sorption. Egyp J Chem 64(4):2095–2111. https://doi.org/10.21608/EJCHEM.2021.50311.3031
Mondal M, Mukherje R, Sinha A, Sarkar S, De S (2019) Removal of cyanide from steel plant effluent using coke breeze, a waste product of steel industry. J Water Process Eng 28:135–143. https://doi.org/10.1016/j.jwpe.2019.01.013
Mushtaq M, Bhatti HN, Iqbal M, Noreen S (2016) Eriobotrya japonica seed biocomposite efficiency for copper adsorption: isotherms, kinetics, thermodynamic and desorption studies. J Environ Manage 176:21–33. https://doi.org/10.1016/j.jenvman.2016.03.013
Namduri H, Nasrazadani S (2008) Quantitative analysis of iron oxides using Fourier transform infrared spectrophotometry. Corros Sci 50(9):2493–2497. https://doi.org/10.1016/j.corsci.2008.06.034
Neto V D O S, Raulino G S C, Paulo de Tarso C F, Araújo-Silva M A, do Nascimento R F (2013) Equilibrium and kinetic studies in adsorption of toxic metal ions for wastewater treatment. In: Naushad M, Al-Othman Z A (Ed) A book on ion exchange, adsorption and solvent extraction. Nova Science Publishers, Incorporated.pp 145-182
Ponnusami V, Gunasekar V, Srivastava SN (2009) Kinetics of methylene blue removal from aqueous solution using gulmohar (delonix regia) plant leaf powder: multivariate regression analysis. J Hazard Mater 169(1-3):119–127. https://doi.org/10.1016/j.jhazmat.2009.03.066
Postai DL, Demarchi CA, Zanatta F, Melo DCC, Rodrigues CA (2016) Adsorption of rhodamine B and methylene blue dyes using waste of seeds of Aleurites Moluccana, a low cost adsorbent. Alexandria Eng J 55(2):1713–1723. https://doi.org/10.1016/j.aej.2016.03.017
Prasad B, Ghosh C, Chakraborty A, Bandyopadhyay N, Ray RK (2011) Adsorption of arsenite (As3+) on nano-sized Fe2O3 waste powder from the steel industry. Desalination 274(1–3):105–112. https://doi.org/10.1016/j.desal.2011.01.081
Pursell CJ, Hartshorn H, Ward T, Chandler BD, Boccuzzi F (2011) Application of the Temkin model to the adsorption of CO on gold. J Phys Chem C 115(48):23880–23892. https://doi.org/10.1021/jp207103z
Rađenović A, Malina J, Sofilić T (2013) Characterization of ladle furnace slag from carbon steel production as a potential adsorbent. Adv Mater Sci Eng 2013. https://doi.org/10.1155/2013/198240
Ramirez-Ubillus MA, de Melo C-SN, Hammer P, Nogueira RFP (2021) A new approach on synergistic effect and chemical stability of graphene oxide-magnetic nanocomposite in the heterogeneous Fenton degradation of caffeine. Environ Sci Pollut Res 28(39):55014–55028. https://doi.org/10.1007/s11356-021-14714-8
Rasoulzadeh H, Mohseni-Bandpei A, Hosseini M, Safari M (2019) Mechanistic investigation of ciprofloxacin recovery by magnetite–imprinted chitosan nanocomposite: isotherm, kinetic, thermodynamic and reusability studies. Int J Biol Macromol 133:712–721. https://doi.org/10.1016/j.ijbiomac.2019.04.139
Ruthven DM (1984) Principles of adsorption and adsorption process. John Wiley & Sons
dos Santos LPV, Henrique DC, Ide AH, e Silva CLDP, Meili L (2019) Evaluation of caffeine adsorption by MgAl-LDH/biochar composite. Environ Sci Pollut Res 26(31):31804–31811. https://doi.org/10.1007/s11356-019-06288-3
Shalmashi A, Golmohammad F (2010) Solubility of caffeine in water, ethyl acetate, ethanol, carbon tetrachloride, methanol, chloroform, dichloromethane, and acetone between 298 and 323 K. Lat American Appl Res 40(3):283-285. http://bibliotecadigital.uns.edu.ar/pdf/laar/v40n3/v40n3a12.pdf. Accesses 15 Dez 2021
Sigma Aldrich (2021) ReagentPlus®, Cafeína. Safety data sheet (SDS). 2021. https://www.sigmaaldrich.com/BR/en/sds/sial/c0750. Accesses 15 Dez 2021
Shuibo X, Chun Z, Xinghuo Z, Jing Y, Xiaojian Z, Jingsong W (2009) Removal of uranium (VI) from aqueous solution by adsorption of hematite. J Environ Radioact 100(2):162–166. https://doi.org/10.1016/j.jenvrad.2008.09.008
Sips R (1948) On the structure of a catalyst surface. J Chem Phys 16(5):490–495. https://doi.org/10.1063/1.1746922
Sophia AC, Lima EC (2018) Removal of emerging contaminants from the environment by adsorption. Ecotoxicol Environ Saf 150:1–17. https://doi.org/10.1016/j.ecoenv.2017.12.026
Szabó L, Vancsik A, Király C, Ringer M, Kondor A, Jakab G, Filep T (2020) Investigation of the sorption of 17α-ethynylestradiol (EE2) on soils formed under aerobic and anaerobic conditions. Chemosphere 240(12481):7. https://doi.org/10.1016/j.chemosphere.2019.124817
Tonucci MC, Gurgel LVA, Aquino SF (2015) Activated carbons from agricultural by products (pine tree and coconut shell), coal, and carbon nanotubes as adsorbents for removal of sulfamethoxazole from spiked aqueous solutions: kinetic and thermodynamic studies. Ind Crops Prod 74:111–121. https://doi.org/10.1016/j.indcrop.2015.05.003
Ulian G, Giovanni V (2018) Crystal-chemical and structural data related to the equation of state and second-order elastic constants of Portlandite Ca(OH)2 and brucite Mg(OH)2. Data in Brief 21:2367–2375. https://doi.org/10.1016/j.dib.2018.11.059
Vera LM, Bermejo D, Uguña MF, Garcia N, Flores M, González E (2019) Fixed bed column modeling of lead (II) and cadmium (II) ions biosorption on sugarcane bagasse. Environ Eng Res 24(1):31–37. https://doi.org/10.4491/eer.2018.042
Wang J, Guo X (2020) Adsorption isotherm models: classification, physical meaning, application and solving method. Chemosphere 258:127279. https://doi.org/10.1016/j.chemosphere.2020.127279
Weber WJ Jr, Morris JC (1963) Kinetics of adsorption on carbon from solution. J Sanit Engin Div 89(2):31–59. https://doi.org/10.1061/JSEDAI.0000430
Wei Q, Zhang Q, Chen J, Lu T, Zhou K, Chen W, Qi C, Li D (2022) Insight into the inhibitory mechanism of inorganic ligands on the adsorption of tetracycline onto hematite. J Environ Manage 302:114056. https://doi.org/10.1016/j.jenvman.2021.114056
Xia M, Chen Z, Li Y, Li C, Ahmad NM, Cheema WA, Zhu S (2019) Removal of Hg (II) in aqueous solutions through physical and chemical adsorption principles. RSC Adv 9(36):20941–20953. https://doi.org/10.1039/c9ra01924c
Yellishetty M, Mudd GM, Ranjith PG, Tharumarajah A (2011) Environmental life-cycle comparisons of steel production and recycling: sustainability issues, problems and prospects. Environ Sci Policy 14(6):650–663. https://doi.org/10.1016/j.envsci.2011.04.008
Ylmén R, Jäglid U (2013) Carbonation of Portland cement studied by diffuse reflection Fourier transform infrared spectroscopy. Int J Concr Struct Mater 7(2):119–125. https://doi.org/10.1007/s40069-013-0039-y
Zahar MSM, Kusin FM, Muhammad SN (2015) Adsorption of manganese in aqueous solution by steel slag. Procedia Environ Sci 30:145–150. https://doi.org/10.1016/j.proenv.2015.10.026
Zheng C, Zheng H, Hu C, Wang Y, Wang Y, Zhao C, Sun Q (2020) Structural design of magnetic biosorbents for the removal of ciprofloxacin from water. Bioresour Technol 296:122288. https://doi.org/10.1016/j.biortech.2019.122288
Zhu S, Chen H, Li J (2013) Sources, distribution and potential risks of pharmaceuticals and personal care products in Qingshan Lake basin, Eastern China. Ecotoxicol Environ Saf 96:154–159. https://doi.org/10.1016/j.ecoenv.2013.06.033
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The authors are grateful for the financial support provided by CAPES and to the support provided by the laboratories: LANAGUA (Federal University of Ceará); Analytical Chemistry Laboratory-LQA (Federal Institute of Science and Technology Education of Ceará); and X-ray Laboratory-LRX (Federal University of Ceará).
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All authors contributed to the conception and design of the study. The preparation and characterization of steel wastes (MEV, FTIR, XRF, XRD, and pHpcz) were performed by Iara Jennifer Moura Duarte, Thaís Mayra Israel de Oliveira Lima, and Antonia Mayza de Morais França. Conceptualization, methodology, investigation, formal analysis, visualization, and writing (original draft) were carried out by Iara Jennifer Moura Duarte. Hugo Leonardo de Brito Buarque and Ronaldo Ferreira do Nascimento contributed with acquisition of financing, project administration, resources, supervision, and writing—revision and editing. All authors commented on previous versions of the manuscript. All authors read and approved the final manuscript.
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Duarte, I.J.M., Lima, T.M.I.d.O., França, A.M.d.M. et al. Adsorption of caffeine using steel wastes. Environ Sci Pollut Res 29, 79977–79994 (2022). https://doi.org/10.1007/s11356-022-19582-4
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DOI: https://doi.org/10.1007/s11356-022-19582-4