Isothermal Modelling of the Adsorption of Cadmium onto Activated Carbon from Tridax procumbens

Authors

  • Muhammed Abdullahi Ubana Department of Biochemistry, Faculty of Biotechnology and Biomolecular Sciences, Universiti Putra Malaysia, 43400 UPM Serdang, Selangor, D.E, Malaysia.
  • Murtala Ya'u Department of Biochemistry, Faculty of Basic Medical Sciences, College of Health Sciences, Bayero University Kano, PMB 3011. Gwarzo Road Kano, Nigeria.
  • Ain Aqilah Basirun Department of Biochemistry, Faculty of Basic Medical Sciences, College of Health Sciences, Bayero University Kano, PMB 3011. Gwarzo Road Kano, Nigeria.
  • Mohd Khalizan Sabullah Biotechnology Programme, Faculty of Science and Natural Resources, Universiti Malaysia Sabah, 88400 Kota Kinabalu, Sabah.
  • Nur Adeela Yasid Department of Biochemistry, Faculty of Biotechnology and Biomolecular Sciences, Universiti Putra Malaysia, 43400 UPM Serdang, Selangor, D.E, Malaysia.
  • Mohd Yunus Shukor Department of Biochemistry, Faculty of Biotechnology and Biomolecular Sciences, Universiti Putra Malaysia, 43400 UPM Serdang, Selangor, D.E, Malaysia.

DOI:

https://doi.org/10.54987/ajpb.v4i1.696

Keywords:

Biosorption, Cadmium, Isotherm, Activated carbon, Tridax procumbens

Abstract

There is currently no feasible method of recycling Cd compounds, despite the fact that Cd production, consumption, and environmental release have all skyrocketed in recent decades. This raises serious concerns about the potential dangers of Cd compounds to human health. This highlights the pressing need for cadmium pollution cleanup. Biosorption is one of several viable technologies with several advantages, including low operating costs, very efficient detoxification of toxicants at low concentrations, and a low amount of disposal materials. The biosorption of cadmium onto activated carbon from Tridax procumbens is remodeled using nonlinear regression and the optimal mode was determined by a series of error function assessments. The Freundlich model performed best in statistical tests including root-mean-square error (RMSE), adjusted coefficient of determination (adjR2), bias factor (BF), accuracy factor (AF), and corrected Akaike Information Criterion (AICc). This is in contrast to the published work using a linearized form where the Langmuir model best represents the biosorption. The calculated Freundlich parameters kF value using nonlinear regression was 1.501 (1/g) (95% confidence interval from 1.223 to 1.778) and nF value of 4.943 (95% C.I. from 3.492 to 6.393). Confidence intervals for the uncertainty range can be calculated using nonlinear modeling and then used for model comparison and discriminant analysis.

References

Rafati Rahimzadeh M, Rafati Rahimzadeh M, Kazemi S, Moghadamnia A akbar. Cadmium toxicity and treatment: An update. Casp J Intern Med. 2017;8(3):135-45.

Nishijo M, Nakagawa H, Suwazono Y, Nogawa K, Kido T. Causes of death in patients with Itai-itai disease suffering from severe chronic cadmium poisoning: a nested case-control analysis of a follow-up study in Japan. BMJ Open. 2017 Jul 13;7(7):e015694.

Richter P, Faroon O, Pappas RS. Cadmium and Cadmium/Zinc Ratios and Tobacco-Related Morbidities. Int J Environ Res Public Health. 2017 Oct;14(10):1154.

Motulsky HJ, Ransnas LA. Fitting curves to data using nonlinear regression: a practical and nonmathematical review. FASEB J Off Publ Fed Am Soc Exp Biol. 1987;1(5):365-74.

Tran HN, You SJ, Hosseini-Bandegharaei A, Chao HP. Mistakes and inconsistencies regarding adsorption of contaminants from aqueous solutions: A critical review. Water Res. 2017 Sep 1;120:88-116.

Malairajan S. Removal of lead(II) and cadmium(II) ions from wastewater using activated biocarbon. scienceasia. 2011 Jun 1;37115:115-9.

Ridha FN, Webley PA. Anomalous Henry's law behavior of nitrogen and carbon dioxide adsorption on alkali-exchanged chabazite zeolites. Sep Purif Technol. 2009;67(3):336-43.

Langmuir I. The adsorption of gases on plane surfaces of glass, mica and platinum. J Am Chem Soc. 1918;40(9):1361-403.

Freundlich H. Over the adsorption in solution. Z Für Phys Chem. 1906;57:385-470.

Sips R. On the structure of a catalyst surface. J Chem Phys. 1948;16(5):490-5.

Toth J. State equations of the solid-gas interface layers. Acta Chim Acad Sci Hung. 1971;69(3):311-28.

Brunauer S, Emmett PH, Teller E. Adsorption of gases in multimolecular layers. J Am Chem Soc. 1938;60(2):309-19.

Baudu M. Etude des interactions solute-fibres de charbon actif. Application et regeneration. Universite de Rennes I; 1990.

Fritz W, Schluender EU. Simultaneous adsorption equilibria of organic solutes in dilute aqueous solutions on activated carbon. Chem Eng Sci. 1974;29(5):1279-82.

Rohatgi A. WebPlotDigitizer. http://arohatgi.info/WebPlotDigitizer/app/ Accessed June 2 2014.; 2015.

Halmi MIE, Shukor MS, Johari WLW, Shukor MY. Mathematical modelling of the degradation kinetics of Bacillus cereus grown on phenol. J Environ Bioremediation Toxicol. 2014;2(1):1-5.

Khare KS, Phelan Jr FR. Quantitative comparison of atomistic simulations with experiment for a cross-linked epoxy: A specific volume-cooling rate analysis. Macromolecules. 2018;51(2):564-75.

Akaike H. New look at the statistical model identification. IEEE Trans Autom Control. 1974;AC-19(6):716-23.

Burnham KP, Anderson DR. Model Selection and Multimodel Inference: A Practical Information-Theoretic Approach. Springer Science & Business Media; 2002. 528 p.

Kass RE, Raftery AE. Bayes Factors. J Am Stat Assoc. 1995 Jun 1;90(430):773-95.

Ross T, McMeekin TA. Predictive microbiology. Int J Food Microbiol. 1994;23(3-4):241-64.

Barkhordar B, Ghias Aldin M. Comparision of Langmuir and Freundlich equilibriums in Cr, Cu and Ni adsorption by Sargassum. Iran J Environ Health Sci Eng. 2004 Jan 1;1(2):58-64.

Crittenden JC, Watson HM. Adsorption. In: MWH's Water Treatment: Principles and Design, Third Edition [Internet]. John Wiley & Sons, Ltd; 2012 [cited 2020 May 31]. p. 1117-262. Available from: https://onlinelibrary.wiley.com/doi/abs/10.1002/9781118131473.ch15

Foo KY, Hameed BH. Insights into the modeling of adsorption isotherm systems. Chem Eng J. 2010;156(1):2-10.

Al-Ghouti MA, Da'ana DA. Guidelines for the use and interpretation of adsorption isotherm models: A review. J Hazard Mater. 2020 Jul 5;393:122383.

Hu Q, Pang S, Wang D. In-depth Insights into Mathematical Characteristics, Selection Criteria and Common Mistakes of Adsorption Kinetic Models: A Critical Review. Sep Purif Rev. 2021 Jul 1;0(0):1-19.

Baker H. Removal of Lead Ions from Waste Water Using Modified Jordanian Zeolite. Chem Sci Int J. 2020 Nov 9;19-30.

Ahmad R, Mirza A. Synthesis of Guar gum/bentonite a novel bionanocomposite: Isotherms, kinetics and thermodynamic studies for the removal of Pb (II) and crystal violet dye. J Mol Liq. 2018 Jan 1;249:805-14.

Liyanage LMM, Lakmali WGM, Athukorala SNP, Jayasundera KB. Application of live Chlorococcum aquaticum biomass for the removal of Pb(II) from aqueous solutions. J Appl Phycol. 2020 Dec 1;32(6):4069-80.

Yakubu A, Olatunji GA, Adekola FA. Modified/Unmodified Nanoparticle Adsorbents of Cellulose Origin With High Adsorptive Potential for Removal of Pb(II) From Aqueous Solution. Eur Sci J ESJ. 2017 Sep 30;13(27):425-425.

Daifullah A a. M, Moloukhia H. Removal of cobalt and europium radioisotopes using activated carbon prepared from apricot stones. Isot Radiat Res [Internet]. 2002 Jul 1 [cited 2022 Jul 26];34. Available from: https://www.osti.gov/etdeweb/biblio/20395653

Moloukhia H, El-Zakla T, Belacy N. Use of lignocellulosic biomass in removal of 60 Co and 13'4 Cs from radioactive wastewater. Arab J Nucl Sci Appl. 2010;43(1):121-30.

Rajapaksha AU, Vithanage M, Jayarathna L, Kumara CK. Natural Red Earth as a low cost material for arsenic removal: Kinetics and the effect of competing ions. Appl Geochem. 2011 Apr 1;26(4):648-54.

Mahapatra A, Mishra BG, Hota G. Electrospun Fe2O3-Al2O3 nanocomposite fibers as efficient adsorbent for removal of heavy metal ions from aqueous solution. J Hazard Mater. 2013 Aug 15;258-259:116-23.

Sharifi S, Nabizadeh R, Akbarpour B, Azari A, Ghaffari HR, Nazmara S, et al. Modeling and optimizing parameters affecting hexavalent chromium adsorption from aqueous solutions using Ti-XAD7 nanocomposite: RSM-CCD approach, kinetic, and isotherm studies. J Environ Health Sci Eng. 2019 Dec 1;17(2):873-88.

Calderón C, Levío-Raimán M, Diez MC. Cadmium removal for marine food application: comparative study of different adsorbents. Int J Environ Sci Technol [Internet]. 2021 Oct 29 [cited 2022 Jul 26]; Available from: https://doi.org/10.1007/s13762-021-03746-9

Downloads

Published

31.07.2022

How to Cite

Ubana, M. A., Ya’u, M., Basirun, A. A. ., Sabullah, M. K., Yasid, N. A., & Shukor, M. Y. (2022). Isothermal Modelling of the Adsorption of Cadmium onto Activated Carbon from Tridax procumbens. Asian Journal of Plant Biology, 4(1), 5–10. https://doi.org/10.54987/ajpb.v4i1.696

Issue

Section

Articles