Optimum isotherm by linear and nonlinear regression methods for lead (II) ions adsorption from aqueous solutions using synthesized coconut shell–activated carbon (SCSAC)

References

• Abdul Aziz, H., et al., 2004. Physico-chemical removal of iron from semi-aerobic landfill leachate by limestone filter. Waste management (New York, N.Y.).), 24 (4), 353–358.
   PubMed Web of Science ®Google Scholar
• Alexeyev, V., 1998. Quantitative analysis. Moscow: Mir Publisher.
   Google Scholar
• Alihosseini, A., et al., 2010. Equilibrium sorption of crude oil by expanded perlite using different adsorption isotherms at 298.15 K. International journal of environmental science and technology, 7 (3), 591–598.
   Web of Science ®Google Scholar
• Alshabanat, M., Alsenani, G., and Almufarij, R., 2013a. Studies on adsorption of crystal violet dye from aqueous solution onto calligonum comosum leaf powder (CCLP). Journal of chemistry, 2013 (8), 1–35.
   Google Scholar
• Alshabanat, M., Alsenani, G., and Almufarij, R., 2013b. Removal of crystal violet dye from aqueous solutions onto date palm fiber by adsorption technique. Journal of chemistry, 2013, 1–6.
   Web of Science ®Google Scholar
• Annual Book of ASTM Standards 1999. Standard test method for total ash content of activated carbon, ASTM D2866-94, Philadelphia PA, United State of America.
   Google Scholar
• Barnston, A.G., 1992. Correspondence among the correlation [root mean square error] and heidke verification measures; refinement of the Heidke Score. Notes and correspondence. Weather and forecasting, 7 (4), 699–709.
   Web of Science ®Google Scholar
• Baumol, W.J., and Bushnell, R.C., 1967. Error produced by linearization in mathematical programming. Econometrica, 35 (3/4), 447–471.
   Web of Science ®Google Scholar
• Berber, M.R., 2020. Current advances of polymer composites for water treatment and desalination (Review Article). Journal of chemistry, 2020, 1–19.
   Web of Science ®Google Scholar
• Bernard, E., Jimoh, A., and Odigure, J., 2013. Heavy metals removal from industrial wastewater by activated carbon prepared from coconut shell. Research journal of chemical sciences, 3 (8), 3–9.
   Google Scholar
• Bhattacharyya, K.G.,  S.S., and Gupta, S.S., 2006. Surfaces A: physicochem. Colloids and surfaces a: physicochemical and engineering aspects, 277 (1-3), 191–200.
   Google Scholar
• Bicer, G., and Gonen, F., 2017. Telon blue AGLF adsorption by NiO-based nanomaterials: equilibrium, kinetic, and thermodynamic approach. Journal of the Turkish chemical society, 4 (3), 675–690.
   Google Scholar
• Boening, P.H., Beckmann, D.D., and Snoeyink, V.L., 1980. Activated carbon versus resin adsorption of humie substances. Journal - American water works association, 72 (1), 54–59.
   Web of Science ®Google Scholar
• Bolster, C.H., and Hornberger, G.M., 2007. On the use of linearized Langmuir equations. Soil science society of America journal, 71 (6), 1796–1806.
   Web of Science ®Google Scholar
• Boulinguiez, B., Le Cloirec, P., and Wolbert, D., 2008. Revisiting the determination of langmuir parameters-application to tetrahydrothiophene adsorption onto activated carbon. Langmuir: the ACS journal of surfaces and colloids, 24 (13), 6420–6424.
   PubMed Web of Science ®Google Scholar
• Calero, M., et al., 2009. Cr (III) and Pb (II) in aqueous solutions by olive stone. Brazilian journal of chemical engineering, 26 (2), 265–273.
   Web of Science ®Google Scholar
• Daneshfozoun, S., 2018. Kinetics, isotherms and thermodynamics of heavy metal ions sorption onto raw and agro-based magnetic biosorbent. Research and advances: environmental sciences, 2018 (1), 27–42.
   Google Scholar
• Das, B., et al., 2014. Insight into adsorption equilibrium, kinetics and thermodynamics of lead onto alluvial soil. International journal of environmental science and technology, 11 (4), 1101–1114.
   Web of Science ®Google Scholar
• Dedek, W., Weil, L., and Feistel, L., 1992. Wofatit-adsorber polymere für die organische Spuren analytik. Vom wasser, 78, 155–164.
   Google Scholar
• Dettmer-Wilde, K., and Engewald, W., 2014. Practical gas chromatography: a comprehensive reference. Berlin, Heidelberg: Springer-Verlag.
   Google Scholar
• Dimin, M.F., et al.,; Department of Engineering Materials, Faculty of Manufacturing Engineering, Universiti Teknikal Malaysia Melaka (UTeM), Hang Tuah Jaya, 76100 Durian Tunggal Melaka, Malaysia. 2014. Urea impregnated biochar to minimize nutrients loss in paddy soils. International journal of automotive and mechanical engineering, 10, 2016–2024.
   Google Scholar
• Dwivedi, C.P., et al., 2008. Column performance of granular activated carbon packed bed for Pb(II) removal. Journal of hazardous materials, 156 (1-3), 596–603.
   PubMed Web of Science ®Google Scholar
• Eruola A.O., and Ogunyemi I.O.,; Chemical Science Department Yaba College of Technology, Yaba Lagos 2014. Evaluation of the adsorption capacity of the coconut shell and palm-kernel shell adsorbents powder for the sorption of cadmium (11) ions from aqueous solution. IOSR journal of environmental science, toxicology and food technology, 8 (6), 55–63.
   Google Scholar
• Ezeh, E.C., et al., 2019. Adsorption isotherms and kinetic studies of Pb2. + and Cu2. + sorption by semicarbazide immobilized polysiloxane as material for water purification. A publication of Chemical Society of Nigeria. Anachem journal, 9 (1), 1652–1664.
   Google Scholar
• Ferraro, J.F., 1987. Polymerische adsorber. Technische mitteilungen, 80, 334–338.
   Google Scholar
• Giraldo, L., and Moreno-Pirajan, J.C., 2008. Pb2+ adsorption from aqueous solutions on activated carbons obtained from lignocellulosic residues. Brazilian journal of chemical engineering, 25 (1), 143–151.
   Web of Science ®Google Scholar
• Goel, J., Kadirvelu, K., and Rajagopal, C., 2004. Competitive sorption of Cu (II), Pb (II) and Hg (II) ions from aqueous solution using coconut shell-based activated carbon. Adsorption science and technology, 22 (3), 257–273.
   Web of Science ®Google Scholar
• Gueu, S., et al., 2007. Kinetics and thermodynamics study of lead adsorption onto activated carbons from coconut and seed hull of the palm tree. International journal of environmental science and technology, 4 (1), 11–17.
   Web of Science ®Google Scholar
• Hamdaoui, O., and Naffrechoux, E., 2007. Modeling of adsorption isotherms of phenol and chlorophenols onto granular activated carbon Part I. Two-parameter models and equations allowing determination of thermodynamic parameters. Journal of hazardous materials, 147 (1-2), 381–394.
   PubMed Web of Science ®Google Scholar
• Helmenstine, A.M., 2018. Relative Error Definition (Science). https://www.thoughtco.com/definition-of-relative-error-605609
   Google Scholar
• Ho, Y.S., Porter, J.F., and McKay, G., 2002. Equilibrium isotherm studies for the sorption of divalent metal ions onto peat: copper, nickel and lead single component systems. Water, air, and soil pollution, 141 (1/4), 1–33.
   Web of Science ®Google Scholar
• Huang, Y.T., and Shih, M.C., 2016. Effect of linearized expressions of Langmuir equations on the prediction of the adsorption of methylene blue on rice husk. International journal of scientific and research publications, 6 (4), 549–554.
   Google Scholar
• Ibrahim, M.B., and Sani, S., 2014. Comparative isotherms studies on adsorptive removal of congo red from wastewater by watermelon rinds and neem-tree leaves. Open journal of physical chemistry, 4 (4), 139–146.
   Google Scholar
• Ibrahim, O.B., 2012. Complexes of urea with Mn(II), Fe(III), Co(II), and Cu(II) metal ions. Advances in applied science research, 3 (6), 3522–3539.
   Google Scholar
• Inoue, K., and Kawamoto, K., 2005. Fundamental adsorption characteristics of carbonaceous adsorbents for 1,2,3,4-tetrachlorobenzene in a model gas of an incineration plant. Environmental science and technology, 39 (15), 5844–5850.
   PubMed Web of Science ®Google Scholar
• Jim Frost, 2018. How to choose between linear and nonlinear regression. Statistics by Jim,Available from: https://statisticsbyjim.com/regression/choose-linear-nonlinear-regression/
   Google Scholar
• Jura, G., and Harkins, W.D., 1946. Surfaces of solids. XIV. A unitary thermodynamic theory of the adsorption of vapors on solids andof insoluble films on liquid subphases. Journal of the American chemical society, 68 (10), 1941–1952.
   Web of Science ®Google Scholar
• Kapoor, A., and Yang, R.T., 1989. Correlation of equilibrium adsorption data of condensable vapours on porous adsorbents. Gas separation and purification, 3 (4), 187–192.
   Google Scholar
• Kargi, F., and Cikla, S., 2006. Biosorption of zinc (II) ions onto powdered waste sludge (PWS): kinetics and isotherms. Enzyme and microbial technology, 38 (5), 705–710.
   Web of Science ®Google Scholar
• Keuleers, R., et al., 2000. Comparative study of the metal-ligand bond strength in MnIIyXyU complexes (X¼Cl, Br, I; U¼urea). Journal of molecular structure, 525 (1-3), 173–183.
   Google Scholar
• Kumar, K.V., 2006. Comparative analysis of linear and non-linear method of estimating the sorption isotherm parameters for malachite green onto activated carbon. Journal of hazardous materials, 136 (2), 197–202.
   PubMed Web of Science ®Google Scholar
• Kumar, K.V., and Sivanesan, S., 2005. Prediction of optimum sorption isotherm: Comparison of linear and non-linear method. Journal of hazardous materials, 126 (1-3), 198–201. B
   PubMed Web of Science ®Google Scholar
• Kumar, P.S., et al., 2011. Adsorption behavior of nickel(II) onto cashew nut shell: Equilibrium, thermodynamics, kinetics, mechanism and process design. Chemical engineering journal and the biochemical engineering journal, 167 (1), 122–131.
   Google Scholar
• Kumar, P.S., et al., 2010. Kinetics and equilibrium studies of Pb2+ ion removal from aqueous solutions by use of nano-silversol-coated activated carbon. Brazilian journal of chemical engineering, 27 (2), 339–346.
   Web of Science ®Google Scholar
• Kunin, R., 1977. Polymeric adsorbents for treatment of waste effluents. Polymer engineering and science, 17 (1), 58–62.
   Web of Science ®Google Scholar
• Kyriakopoulos, G., and Doulia, D., 2006. Adsorption of pesticides on carbonaceous and polymeric materials from aqueous solutions: a review. Separation and purification reviews, 35 (3), 97–191.
   Web of Science ®Google Scholar
• Lau, L.C., MohamadNor, N.M., and Lee, K., 2016. Adsorption isotherm, kinetic, thermodynamic and breakthrough curve models of H2S removal using CeO2/NaOH/PSAC. International journal of petrochemical science and engineering, 1 (2), 36–44.
   Google Scholar
• Lin, Y.-J., et al., 2019. Deciphering the effect of citric acid on arsenic adsorption with phosphorene in aqueous solution. Sustainable environment research, 29 (1), 22..
   Web of Science ®Google Scholar
• Mandina, S., 2013. Removal of chromium (VI) from aqueous solution using chemically modified orange (citrus cinensis) peel. IOSR journal of applied chemistry, 6 (2), 66–75.
   Google Scholar
• Marquardt, D.W., 1963. An algorithm for least-squares estimation of nonlinear parameters. Journal of the society for industrial and applied mathematics, 11 (2), 431–441.
   Google Scholar
• Masindi, V., and Muedi, K.L., 2018. Environmental contamination by heavy metals. In: Hosam El-Din M. Saleh and Refaat F. Aglan, eds. Heavy metals. Intechopen, 115–133. Available from: https://www.intechopen.com/books/heavy-metals/environmental-contamination-by-heavy-metals
   Google Scholar
• Melichová, Z., Hromada, L., and Luptáková, A., 2014. Removal of Pb2. + ions from aqueous solutions by Slovak bentonites. Revue roumaine de chimie, 59 (3-4), 165–171.
   Web of Science ®Google Scholar
• Ndimele, P. E., et al., 2018. Remediation of crude oil spillage. In: P.E. Ndimele, ed. The political ecology of oil and gas activities in the Nigerian aquatic ecosystem. London, UK: Academic Press, 369–384.
   Google Scholar
• Newton, A., Ebelegi, A.N., and Wankasi, D., 2017. Modelling and interpretation of adsorption isotherms (Review Article). Journal of chemistry, 2017, 1–11.
   Web of Science ®Google Scholar
• Nuithitikul, K., Phromrak, R., and Saengngoen, W., 2020. Utilization of chemically treated cashew-nut shell as potential adsorbent for removal of Pb(II) ions from aqueous solution. Scientific reports, 10 (1), 3343.
   PubMed Web of Science ®Google Scholar
• Nworie, F.S., et al., 2019. Removal of methylene blue from aqueous solution using activated rice husk biochar: adsorption isotherms, kinetics and error analysis. Journal of the Chilean chemical society, 64 (1), 4365–4376.
   Web of Science ®Google Scholar
• Ogbeide, O.M., Ezeh, E.C., and Okpara, O.G., 2019. Isotherms, kinetics and equilibrium Studies of adsorption of Lead (II) ions from aqueous solutions Using Polymer-Modified Coconut Shell Activated Carbon (MCSAC). IOSR journal of environmental science, toxicology and food technology (IOSR-JESTFT), 13 (8), 28–43.
   Google Scholar
• Okoli, J.U., and Ibe, E., 2014. Adsorption studies of heavy metals by low-cost adsorbents. Journal of applied science and environmental management, 18 (3), 443–448.
   Google Scholar
• Okpara, O.G., et al., 2020. Kinetic and thermodynamic studies on adsorption of lead (ii) ions from aqueous solutions using polymer-modified coconut shell activated carbon (MCSAC). International journal of chemical science, 4 (1), 01–08.
   Google Scholar
• Parimal, S., Prasad, M., and Bhaskar, U., 2010. Prediction of equilibrium sorption isotherm: comparison of linear and nonlinear methods. Industrial and engineering chemistry research, 49 (6), 2882–2888.
   Web of Science ®Google Scholar
• Patrick, G. L., 2017. Organic chemistry: a very short introduction. Oxford University Press, p. 175.
   Google Scholar
• Piccin, J.S., Dotto, G.L., and Pinto, L.A.A., 2011. Adsorption isotherms and thermochemical data of FD&C red NO 40 binding by chitosan. Brazilian journal of chemical engineering, 28 (2), 295–304.
   Web of Science ®Google Scholar
• Porter, J.F., McKay, G., and Choy, K.H., 1999. The prediction of sorption from a binarymixture of acidic dyes using single- and mixed-isotherm variants of the ideal adsorbed solute theory. Chemical engineering science, 54 (24), 5863–5885.
   Web of Science ®Google Scholar
• Rashed, M.N., 2013. Adsorption technique for the removal of organic pollutants from water and wastewater. In: M.N. Rashed, ed. Organic pollutants-monitoring, risk and treatment. Intech open, 168–194. Available from: https://www.intechopen.com/books/organic-pollutants-monitoring-risk-treatment/adsorption-technique-for-the-removal-of-organic-pollutants-from-water-and-wastewater
   Google Scholar
• Samiey, B., Cheng, C.H., and Wu, J., 2014. Organic-inorganic hybrid polymers as adsorbents for removal of heavy metal ions from solutions: a review. Materials (Basel, Switzerland)), 7 (2), 673–726.
   PubMed Web of Science ®Google Scholar
• Saputro, S., et al., 2019. The effectiveness of the activated carbon from coconut shell and corn cob to adsorb Pb(II) ion and it’s analysis using solid-phase spectrophotometry. IOP conference series: materials science and engineering, 578, 1–8.
   Google Scholar
• Sartape, A., et al., 2012. Removal of Bi (III) with adsorption technique using coconut shell activated carbon. Chinese journal of chemical engineering, 20 (4), 768–775.
   Web of Science ®Google Scholar
• Sears, G., 1956. Determination of specific surface area of colloidal silica by titration with sodium hydroxide. Analytical chemistry, 28 (12), 1981–1983.
   Web of Science ®Google Scholar
• Sekhar, M.C., 2008. Removal of lead from aqueous effluents by adsorption on coconut shell carbon. Journal of environmental science and engineering, 50 (2), 137–140.
   PubMedGoogle Scholar
• Sharaf El-Deen, G.E., and Sharaf El-Deen, S.E.A., 2016. Kinetic and isotherm studies for adsorption of Pb(II) from aqueous solution onto coconut shell activated carbon. Desalination and water treatment, 57 (59), 28910–28289.
   Web of Science ®Google Scholar
• Shikuku, V.O., Kowenje, C.O., and Kengara, F.O., 2018. Errors in parameters estimation using linearized adsorption isotherms: sulfadimethoxine adsorption onto kaolinite clay. Chemical science international journal, 23 (4), 1–6.
   Google Scholar
• Song, C., et al., 2013. Adsorption studies of coconut shell carbons prepared by KOH activation for removal of lead(II) from aqueous solutions. Sustainability, 6 (1), 86–98.
   Web of Science ®Google Scholar
• Sreńscek-Nazzal, J., et al., 2015. Wróbel RJ, Michalkiewicz B. Comparison of optimized isotherm models and error functions for carbon dioxide adsorption on activated carbon. Journal of chemical and engineering data, 60 (11), 3148–3158.
   Web of Science ®Google Scholar
• Stephenie, G., 2016. RMSE: Root Mean Square. Statistic How To. https://www.statisticshowto.datasciencecentral.com/rmse/
   Google Scholar
• Taylor, J. R., 1996. An introduction to error analysis-the study of uncertainties in physical measurements. 2nd ed. California: University of Science Books Sausalito, 1–349. ISBN 0-935702-42-3, ISBN 0-935702-75-X.
   Google Scholar
• Usuki, A., 2018. Development of polymer-clay nanocomposites by dispersion of particles into polymer materials. nanoparticle technology handbook 3rd ed. 819–821.
   Google Scholar
• Vallero, D.A., 2004. Environmental Contaminants: Assessment and Control. Pp194. https://books.google.com.ng/
   Google Scholar
• van Vliet, B.M., and Weber, W.J., Jr., 1981. Comparative performance of synthetic adsorbents and activated carbon for specific compound removal from wastewaters. Journal of water pollution control federation, 53 (11), 1585–1598.
   Web of Science ®Google Scholar
• Wang, J., et al., 2015. Physicochemical studies toward the removal of Zn(II) and Pb(II) ions through adsorption on montmorillonite-supported zero-valent iron nanoparticles. RSC advances, 5 (38), 29859–29871.
   Web of Science ®Google Scholar
• WHO 2018. Lead Poisoning and Health. World Health Organization. (https://www.who.int/news-room/fact-sheets/detail/lead-poisoning-and-health).
   Google Scholar
• Zamzow, M.J., et al., 1990. Removal of heavy metals and other cations from wastewater using zeolites. Separation science and technology, 25 (13-15), 1555–1569.
   Web of Science ®Google Scholar