Abstract
Lemna minor biomass, a novel source of biosorbent, was found to exhibit high adsorption potential over a wide range of concentrations of Pb2+. The biosorbent was characterized by Fourier transform infrared (FTIR) spectrophotometry, scanning electron microscopy (SEM), energy-dispersive X-ray (EDX) analysis, X-ray powder diffraction (XRD), and thermogravimetric analysis (TGA). Biosorption experiments were carried out under the optimized parameters such as solution pH, biosorbent amount, equilibrium time, and temperature. During the sorption, it has been observed that the above 85% removal of Pb2+ ions was achieved at acidic pH (4.5–5.1). Moreover, the maximum sorption was achieved using the 150 mg L−1 biosorbent. Equilibrium experiments were validated by the Langmuir, Freundlich, and Dubinin–Radushkevich isotherm models. From the results, it has been noticed that the experimental data was best fitted to the Langmuir model (R2, 0.986 and 969.18 mmol g−1). Standard enthalpy (∆H°), free energy (∆G°), and entropy (∆S°) changes were calculated. Results showed that biosorption of Pb2+ was spontaneous and endothermic. The biosorption mechanism was analyzed through pseudo-first-order and pseudo-second-order kinetic models. The results demonstrated that the biosorption of Pb2+ followed the pseudo-second-order kinetic model. Adsorbate-adsorbent interactions were scrutinized by density functional theory (DFT).
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References
Kamal B, Rafey A (2021) A mini review of treatment methods for lead removal from wastewater. Int J Environ Anal Chem 1–16. https://doi.org/10.1080/03067319.2021.1934833
Saravanan A, Kumar PS, Jeevanantham S, Karishma S, Tajsabreen B, Yaashikaa PR, Reshma B (2021) Effective water/wastewater treatment methodologies for toxic pollutants removal: processes and applications towards sustainable development. Chemosphere 280:130595. https://doi.org/10.1016/j.chemosphere.2021.130595
Bharti R, Sharma R (2022) Effect of heavy metals: an overview. Mater Today Proc 51:880–885. https://doi.org/10.1016/j.matpr.2021.06.278
Briffa J, Sinagra E, Blundell R (2020) Heavy metal pollution in the environment and their toxicological effects on humans. Heliyon 6:e04691. https://doi.org/10.1016/j.heliyon.2020.e04691
Rosen MB, Pokhrel LR, Weir MH (2017) A discussion about public health, lead and Legionella pneumophila in drinking water supplies in the United States. Sci Total Environ 590–591:843–852. https://doi.org/10.1016/j.scitotenv.2017.02.164
Cimá-Mukul CA, Olguín MT, Abatal M, Vargas J, Barrón-Zambrano JA, Avila-Ortega A, Santiago AA (2020) Assessment of Leucaena leucocephala as bio-based adsorbent for the removal of pb2+, cd2+ and ni2+ from water. Desalin Water Treat 173:331–342. https://doi.org/10.5004/dwt.2020.24736
El-Amier YA, Elsayed A, El-Esawi MA, Noureldeen A, Darwish H, Fakhry H (2021) Optimizing the biosorption behavior of Ludwigia stolonifera in the removal of lead and chromium metal ions from synthetic wastewater. Sustainability 13:6390. https://doi.org/10.3390/su13116390
Issayeva A, Myrzabayeva Z, Kidirbayeva K, Ibragimov T, Baitasheva G, Tleukeyeva A (2022) Reaction of aquatic plants of small rivers of the Turkestan region of Kazakhstan to heavy metal ions. Ecol Eng 23:43–49. https://doi.org/10.12911/22998993/147838
Lima LKS, Kleinübing SJ, Silva EA, Silva MGC (2011) Removal of chromium from wastewater using macrophytes Lemna Minor as biosorbent. Chem Eng Trans 25:303–308
Lesmana OS, Febriana N, Soetaredjo EF, Ismadji S (2009) Studies on potential applications of biomass for the separation of heavy metals from water and wastewater. Biochem Eng J 44:19–41. https://doi.org/10.1016/j.bej.2008.12.009
Priyadarshanee M, Das S (2021) Biosorption and removal of toxic heavy metals by metal tolerating bacteria for bioremediation of metal contamination: a comprehensive review. Environ. Chem. Eng 9:104686. https://doi.org/10.1016/j.jece.2020.104686
Ayele A, Godeto YG (2021) Bioremediation of chromium by microorganisms and its mechanisms related to functional groups. J Chem 2021:1–21. https://doi.org/10.1155/2021/7694157
Fouda-Mbanga BG, Prabakaran E, Pillay K (2021) Carbohydrate biopolymers, lignin based adsorbents for removal of heavy metals (Cd2+, Pb2+, Zn2+) from wastewater, regeneration and reuse for spent adsorbents including latent fingerprint detection: a review. Biotechnol Rep 30:e00609. https://doi.org/10.1016/j.btre.2021.e00609
Dammak M, Hlima HB, Tounsi L, Michaud P, Fendri I, Abdelkafi S (2022) Effect of heavy metals mixture on the growth and physiology of Tetraselmis sp.: applications to lipid production and bioremediation. Bioresour Technol 360:127584. https://doi.org/10.1016/j.biortech.2022.127584
Zhao X, Moates GK, Wellner N, Collins SRA, Coleman MJ, Waldron KW (2014) Chemical characterisation and analysis of the cell wall polysaccharides of duckweed (Lemna minor). Carbohydr Polym 111:410–418. https://doi.org/10.1016/j.carbpol.2014.04.079
Khan MA, Wani GA, Majid H, Farooq FU, Reshi ZA, Husaini AM, Shah MA (2020) Differential bioaccumulation of select heavy metals from wastewater by Lemna minor. Bull Environ Contam Toxicol 105:777–783. https://doi.org/10.1007/s00128-020-03016-3
Ekperusi AO, Sikoki FD, Nwachukwu EO (2019) Application of common duckweed (Lemna minor) in phytoremediation of chemicals in the environment: state and future perspective. Chemosphere 223:285–309. https://doi.org/10.1016/j.chemosphere.2019.02.025
Balasubramanian UM, Vaiyazhipalayam Murugaiyan S, Marimuthu T (2020) Enhanced adsorption of Cr (VI), Ni (II) ions from aqueous solution using modified Eichhornia crassipes and Lemna minor. Environ Sci Pollut Res 27:20648–20662. https://doi.org/10.1007/s11356-019-06357-7
Hurd NA, Sternberg SPK (2008) Bioremoval of aqueous lead using Lemna minor. Int J Phytoremediation 10:278–288. https://doi.org/10.1080/15226510802096036
Ifthikar J, Jiao X, Ngambia A, Wang T, Khan A, Jawad A, Xue Q, Liu L, Chen Z (2018) Facile one-pot synthesis of sustainable carboxymethyl chitosan - sewage sludge biochar for effective heavy metal chelation and regeneration. Bioresour Technol 262:S0960852418305662. https://doi.org/10.1016/j.biortech.2018.04.053
Wang Q, Wang B, Lee X, Lehmann J, Gao B (2018) Sorption and desorption of Pb(II) to biochar as affected by oxidation and pH. Sci Total Environ 634:188–194. https://doi.org/10.1016/j.scitotenv.2018.03.189
Wu W, Li J, Lan T, Müller K, Niazi NK, Chen X, Xu S, Zheng L, Chu Y, Li J (2017) Unraveling sorption of lead in aqueous solutions by chemically modified biochar derived from coconut fiber: a microscopic and spectroscopic investigation. Sci Total Environ 576:766–774. https://doi.org/10.1016/j.scitotenv.2016.10.163
Yan FL, Wang Y, Wang WH, Zhao JX, Feng LL, Li JJ, Zhao JC (2020) Application of biochars obtained through the pyrolysis of Lemna minor in the treatment of Ni-electroplating wastewater. J Water Process Eng 37:101464. https://doi.org/10.1016/j.jwpe.2020.101464
Baybaş D, Ulusoy U (2011) Polyacrylamide–clinoptilolite/Y-zeolite composites: characterization and adsorptive features for terbium. J Hazard Mater 187:241–249. https://doi.org/10.1016/j.jhazmat.2011.01.014
Perdew JP, Burke K, Ernzerhof M (1996) Generalized gradient approximation made simple. Phys Rev Lett 77:3865–3868. https://doi.org/10.1103/PhysRevLett.77.3865
Weigend F, Ahlrichs R (2005) Balanced basis sets of split valence, triple zeta valence and quadruple zeta valence quality for H to Rn: design and assessment of accuracy. Phys Chem Chem Phys 7:3297–3305. https://doi.org/10.1039/B508541A
Grimme S, Antony J, Ehrlich S, Krieg H (2010) A consistent and accurate ab initio parametrization of density functional dispersion correction (DFT-D) for the 94 elements H-Pu. J Chem Phys 132:154104. https://doi.org/10.1063/1.3382344
Ufimtsev IS, Martínez TJ (2009) Quantum chemistry on graphical processing units. 3. Analytical energy gradients and first principles molecular dynamics. J Chem Theo Comp 5:2619. https://doi.org/10.1021/ct9003004
Titov AV, Ufimtsev IS, Luehr N, Martínez TJ (2013) Generating efficient quantum chemistry codes for novel architectures. J Chem Theo Comp 9:213. https://doi.org/10.1021/ct300321a
Kästner J, Carr JM, Keal TW, Thiel W, Wander A, Sherwood P (2009) DL-FIND: an open-source geometry optimizer for atomistic simulations. J Phys Chem A 113:11856. https://doi.org/10.1021/jp9028968
Goumans TPM, Catlow CRA, Brown WA, Kästner J, Sherwood P (2009) An embedded cluster study of the formation of water on interstellar dust grains. Phys Chem Chem Phys 11:5431. https://doi.org/10.1039/B816905E
Wang LP, Song C (2016) Geometry optimization made simple with translation and rotation coordinates. J Chem Phys 144:214108. https://doi.org/10.1063/1.4952956
Çetinkaya HF, Cebeci MS, Kaya S, Jalbani NS, Maslov MM, Marzouki E (2022) Removal of erythrosine B dye from wastewater using chitosan boric acid composite material: experimental and density functional theory findings. J Phys Org Chem e4400. https://doi.org/10.1002/poc.4400
Can-Terzi B, Goren AY, Okten HE, Sofuoglu SC (2021) Biosorption of methylene blue from water by live Lemna minor. Environ Technol Innov 22:101432. https://doi.org/10.1016/j.eti.2021.101432
Saygideger S, Gulnaz O, Istifli ES, Yucel N (2005) Adsorption of Cd (II), Cu (II) and Ni (II) ions by Lemna minor L.: effect of physicochemical environment. J Hazard Mater 126:96–104. https://doi.org/10.1016/j.jhazmat.2005.06.012
Romero-Guzmán ET, Reyes-Gutiérrez LR, Marín-Allende MJ, González-Acevedo ZI, Olguín-Gutiérrez MT (2013) Physicochemical properties of non-living water hyacinth (Eichhornia crassipes) and lesser duckweed (Lemna minor) and their influence on the As (V) adsorption processes. Chem Ecol 29:459–475. https://doi.org/10.1080/02757540.2013.772589
Imron MF, Ananta AR, Ramadhani IS, Kurniawan SB, Abdullah SRS (2021) Potential of Lemna minor for removal of methylene blue in aqueous solution: kinetics, adsorption mechanism, and degradation pathway. Environ Technol Innov 24:101921. https://doi.org/10.1016/j.eti.2021.101921
Yoksan R, Boontanimitr A, Klompong N, Phothongsurakun T (2022) Poly (lactic acid)/thermoplastic cassava starch blends filled with duckweed biomass. Int J Biol Macromol 203:369–378. https://doi.org/10.1016/j.ijbiomac.2022.01.159
Nassar HF, Ibrahim M (2021) Duckweed-Lemna minor as green route for removal of chromium (VI) from aqueous solution. Int J Environ Res 15:275–284. https://doi.org/10.1007/s41742-021-00314-4
Balarak D, Pirdadeh F, Mahdavi Y (2015) Biosorption of Acid Red 88 dyes using dried Lemna minor biomass. J Sci Technol Environ 1:81–90
Koopmans T (1934) Über die Zuordnung von Wellenfunktionen und Eigenwerten zu den einzelnen Elektronen eines Atoms. Physica 1(1–6):104–113. https://doi.org/10.1016/S0031-8914(34)90011-2
Kaya S, Kaya C (2015) A new equation for calculation of chemical hardness of groups and molecules. Mol Phys 113(11):1311–1319. https://doi.org/10.1080/00268976.2014.991771
Islam N, Kaya S (eds) (2018) Conceptual density functional theory and its application in the chemical domain. CRC Press
Pearson RG (1963) Hard and soft acids and bases. J Am Chem Soc 85(22):3533–3539
Kaya S, Kaya C (2015) A simple method for the calculation of lattice energies of inorganic ionic crystals based on the chemical hardness. Inorg Chem 54(17):8207–8213. https://doi.org/10.1021/acs.inorgchem.5b00383
Motaghi M, Ziarati P (2016) Adsorptive removal of cadmium and lead from Oryza sativa rice by banana peel as bio-sorbent. Biomed Pharmacol J 9(2):739–749. https://doi.org/10.13005/bpj/998
Nnaji CC, Ebeagwu CJ, Ugwu EI (2017) Physicochemical conditions for adsorption of lead from water by rice husk ash. BioResources 12(1):799–818
Bharti SK, Kumar N (2018) Kinetic study of lead (Pb2+) removal from battery manufacturing wastewater using bagasse biochar as biosorbent. Appl Water Sci 8(4):1–13. https://doi.org/10.1007/s13201-018-0765-z
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Savaş Kaya: conceptualization, methodology, supervision, writing—original draft.
Serap Çetinkaya: data curation, investigation, writing—review and editing.
Nida Shams Jalbani: investigation, validation.
Ali Fazıl Yenidünya: resources, investigation, writing—review and editing.
Nurşah Kütük: writing—review and editing.
Ergün Kasaka: methodology, writing—original draft.
Mikhail M. Maslov: writing—review and editing.
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Kaya, S., Çetinkaya, S., Jalbani, N.S. et al. Biosorption of lead ions (Pb2+) from water samples using dried Lemna minor biomass: experimental and density functional theory studies. Biomass Conv. Bioref. (2023). https://doi.org/10.1007/s13399-023-03914-6
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DOI: https://doi.org/10.1007/s13399-023-03914-6