Skip to main content
Log in

Basic red 2 and methyl violet adsorption by date pits: adsorbent characterization, optimization by RSM and CCD, equilibrium and kinetic studies

  • Advanced Oxidation Process for Sustainable Water Management
  • Published:
Environmental Science and Pollution Research Aims and scope Submit manuscript

Abstract

The potential of raw date pits as a natural, widely available and low-cost agricultural waste has been studied in order to adsorb cationic dyes from an aqueous solution. Date pits were characterized by FTIR, SEM, BET, and XRD analysis. To optimize removal of two industrial dyes, basic red 2 (BR2) and methyl violet (MV), from aqueous solution using date pits, response surface methodology (RSM) is employed. Tests were carried out as per central composite design (CCD) with four input parameters namely contact time, temperature, initial concentration of adsorbate, and pH. Second-order polynomial model better fits experimental data for BR2 and MV and optimum values were then determined. In the optimum conditions, kinetic study was conducted and the pseudo-second-order model was found the best fitted model compared to pseudo-first-order model. Moreover, it was shown that intraparticle diffusion was not the sole controlling step and could be associated with other transfer resistance. On other hand, equilibrium isotherms were obtained for BR2 and MV and their maximum adsorption capacities were 92 and 136 mg g−1 respectively. Two-parameter isotherm models like Langmuir, Temkin, Freundlich, Dubinin–Radushkevich, and Halsay were investigated to fit equilibrium data. Three error functions of residual root mean square error, chi-square statistic, and average relative error were used to comfort us in the selected models, which were actually Dubinin–Radushkevich and Langmuir for BR2 and Frendlich, Temkin, and Halsay for MV.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10
Fig. 11

Similar content being viewed by others

References

  • Abdelwahab O (2007) Kinetic and isotherm studies of copper (II) removal from wastewater using various adsorbents. Egypt J Aquat Res 33:125–143

    CAS  Google Scholar 

  • Adegoke KA, Bello OS (2015) Dye sequestration using agricultural wastes as adsorbents. Water Res Ind 12:8–24

    Article  Google Scholar 

  • Adinarayana K, Ellaiah P (2002) Response surface optimization of the critical medium components for the production of alkaline protease by a newly isolated Bacillus sp. J Pharm Pharm Sci 5:272–278

    CAS  Google Scholar 

  • Ahmad AA, Hameed BH, Ahmad AL (2009) Removal of disperse dye from aqueous solution using waste-derived activated carbon: optimization study. J Hazard Mater 170:612–619

    Article  CAS  Google Scholar 

  • Ahmed MJ, Theydan SK (2014) Adsorptive removal of p-nitrophenol on microporous activated carbon by FeCl3 activation: equilibrium and kinetics studies. Desalin Water Treat 670:1–10

    Google Scholar 

  • Alam Z, Muyibi SA, Toramae J (2007) Statistical optimization of adsorption processes for removal of 2,4-dichlorophenol by activated carbon derived from oil palm empty fruit bunches. J Environ Sci 19:674–677

    Article  CAS  Google Scholar 

  • Al-Ghouti MA, Hawari A, Khraisheh M (2013) A solid-phase extractant based on microemulsion modified date pits for toxic pollutants. J Environ Manag 130:80–89

    Article  CAS  Google Scholar 

  • Al-Ghouti MA, Al Disi ZA, Al-Kaabi N, Khraisheh M (2017) Mechanistic insights into the remediation of bromide ions from desalinated water using roasted date pits. Chem Eng J 308:463–475

    Article  CAS  Google Scholar 

  • Aljeboree AM, Alshirifi AN, Alkaim AF (2017) Kinetics and equilibrium study for the adsorption of textile dyes on coconut shell activated carbon. Arab J Chem 10:3381–3393

    Article  CAS  Google Scholar 

  • Amor HB, Ismail M (2015) Adsorption of chromium (VI) on activated carbon prepared by acid activation of date stones. Int J Sci Res 4:309–314

    Google Scholar 

  • Arami M, Limaee NY, Mahmoodi NM, Tabrizi NS (2006) Equilibrium and kinetics studies for the adsorption of direct and acid dyes from aqueous solution by soy meal hull. J Hazard Mater 135:171–179

    Article  CAS  Google Scholar 

  • Ardejani K, Doulati N, Badii NM, Yousefi Limaee M, Mahmoodi SZ, Arami AR, Mirhabibi S (2007) Numerical modelling and laboratory studies on the removal adsorption technique for the removal of organic pollutants from water and wastewater of direct red 23 and direct red 80 dyes from textile effluents using orange peel, a low-cost adsorbent. Dyes Pig 73:178–185

    Article  CAS  Google Scholar 

  • Ashour SS (2010) Kinetic and equilibrium adsorption of methylene blue and remazol dyes onto steam-activated carbons developed from date pits. J Saudi Chem Soc 14:47–53

    Article  CAS  Google Scholar 

  • Atmani F, Bensmaili A, Mezenner NY (2009) Synthetic textile effluent removal by skin almond waste. J Environ Sci Technol 2:153–169

    Article  CAS  Google Scholar 

  • Ayhan D (2009) Agricultural based activated carbons for the removal of dyes from aqueous solutions: a review. J Hazard Mater 167:1–9

    Article  CAS  Google Scholar 

  • Banat F, Al-Asheh S, Al-Ahmad R, Bni-Khalid F (2007) Bench-scale and packed bed sorption of methylene blue using treated olive pomace and charcoal. Bioresour Technol 98(16):3017–3025

    Article  CAS  Google Scholar 

  • Benaissa H (2010) Influence of ionic strength on methylene blue removal by sorption from synthetic aqueous solution using almond peel as a sorbent material: experimental and modelling studies. J Taibah Univ Sci 4:31–38

    Article  Google Scholar 

  • Bhaumik R, Mondal NK (2016) Optimizing adsorption of fluoride from water by modified banana peel dust using response surface modelling approach. Appl Water Sci 6:115–135

    Article  CAS  Google Scholar 

  • Bohli T, Ouederni A, Fiol N, Villaescusa I (2015) Evaluation of an activated carbon from olive stones used as an adsorbent for heavy metal removal from aqueous phases. C R Chim 18:88–99

    Article  CAS  Google Scholar 

  • Bouberka Z, Khenifi A, Ait Mahamed H, Haddou B, Belkaid N, Bettahar N, Derriche Z (2009) Adsorption of Supranol Yellow 4 GL from aqueous solution by surfactant-treated aluminum/chromium-intercalated bentonite. J Hazard Mater 162:378–385

    Article  CAS  Google Scholar 

  • Brasquet C, Subrenat E, Cloirec P (1997) Selective adsorption on fibrous activated carbon of organics from aqueous solution: correlation between adsorption and molecular structure. Water Sci Technol 35(7):251–259

    Article  CAS  Google Scholar 

  • Briones R, Serrano L, Younes RB, Mondragon I, Labidi J (2011) Polyol production by chemical modification of date seeds. Ind Crop Prod 34:1035–1040

    Article  CAS  Google Scholar 

  • Chandane V, Sing VK (2014) Adsorption of safranin dye from aqueous solutions using a low-cost agro-waste material soybean hull. Desalin Water Treat 57(9):4122–4134

    Article  CAS  Google Scholar 

  • Das P, Banerjee P, Mondal S (2015) Mathematical modelling and optimization of synthetic textile dye removal using soil composites as highly competent liner material. Environ Sci Pollut Res 22:1318–1328

    Article  CAS  Google Scholar 

  • Dubinin MM (1960) The potential theory of adsorption of gases and vapors for adsorbents with energetically non-uniform surface. Chem Rev 60:235–266

    Article  CAS  Google Scholar 

  • El-Naas MH, Al-Zuhair S, Alhaija MA (2010) Removal of phenol from petroleum refinery wastewater through adsorption on date-pit activated carbon. Chem Eng J 162:997–1005

    Article  CAS  Google Scholar 

  • Emanuele Lessa F, Gularte MS, Garcia ES, Fajardo AR (2017) Orange waste: a valuable carbohydrate source for the development of beads with enhanced adsorption properties for cationic dyes. Carbohydr Polym 157:660–668

    Article  CAS  Google Scholar 

  • Erdem E, Karapinar N, Donat R (2004) The removal of heavy metal cations by natural zeolites. J Colloid Interface Sci 280:309–314

    Article  CAS  Google Scholar 

  • Farinella NV, Matos GD, Arruda MAZ (2007) Grape bagasse as a potential biosorbent of metals in effluent treatment. Bioresour Technol 98:1940–1946

    Article  CAS  Google Scholar 

  • Ferrero F (2007) Dye removal by lowcost adsorbents: hazelnut shells in comparison with wood sawdust. J Colloid Interface Sci 142:144–152

    CAS  Google Scholar 

  • Foo KY, Hameed B (2012) Preparation, characterization and evaluation of adsorptive properties of orange peel based activated carbon via microwave induced K2CO3 activation. Bioresour Technol 104:679–686

    Article  CAS  Google Scholar 

  • Freundlich H (1906) Over the adsorption in solution. J Phys Chem 57:385–471

    CAS  Google Scholar 

  • Garbaa ZN, Rahima AA, Belloc BZ (2015) Optimization of preparation conditions for activated carbon from Brachystegia eurycoma seed hulls: a new precursor using central composite design. J Environ Chem Eng 3:2892–2899

    Article  CAS  Google Scholar 

  • Giles CH, Silva APD, Easton IA (1974) General treatment and classification of the solute adsorption isotherm. Colloid Interface Sci 47:766–778

    Article  CAS  Google Scholar 

  • Gnanasambandam R, Protor A (2000) Determination of pectin degree of esterification by diffuse reflectance Fourier transform infrared spectroscopy. Food Chem 68:327–332

    Article  CAS  Google Scholar 

  • Gopal M, Pakshirajan K, Swaminathan T (2002) Heavy metal removal by biosorption using Phanerochaete chrysosporium. Appl Biochem Biotechnol 102:227–237

    Article  Google Scholar 

  • Guibaud G, Tixier N, Bouju A, Baudu M (2003) Relationship between extracellular polymer’s composition and its ability to complex Cd, Cu and Ni. Chemosphere 52:1701–1710

    Article  CAS  Google Scholar 

  • Halsey GD (1952) The role of surface heterogeneity. Adv Catal 4:259–269

    CAS  Google Scholar 

  • Hasany SM, Chaudhary MH (1996) Sorption potential of hare rivers and for the removal of antimony from acidic aqueous solution. Appl Rad Isot 47:467–471

    Article  CAS  Google Scholar 

  • Hashem A, Akasha RA, Ghith A, Hussein DA (2007) Adsorbent based on agricultural wastes for heavy metal and dye removal: a review. Energy Educ Sci Technol 19:69–86

    CAS  Google Scholar 

  • Hema M, Arivoli S (2007) Comparative study on the adsorption kinetics and thermodynamics of dyes onto acid activated low cost carbon. Int J Phys Sci 2:10–17

    Google Scholar 

  • Ho YS, McKay G (1999) Pseudo-second order model for sorption processes. Process Biochem 34(5):451–465

    Article  CAS  Google Scholar 

  • Ibrahim MB, Sani S (2014) Comparative isotherms studies on adsorptive removal of Congo red from wastewater by watermelon rinds and neem-tree leaves. Open J Phys Chem 4:139–146

    Article  CAS  Google Scholar 

  • Ibrahim S, Fatimah I, Ang HM, Wang S (2010) Adsorption of anionic dyes in aqueous solution using chemically modified barley straw. Water Sci Technol 62:1177–1182

    Article  CAS  Google Scholar 

  • Interprofessional grouping of fruits (2015) Evolution of date production in Tunisia. http://gifruitscom/?page_id=2311&lang=fr Accessed 01 Feb 2018

  • Ip AWM, Barford JP, McKay G (2009) Reactive black dye adsorption/desorption onto different adsorbents: effect of salt, surface chemistry, pore size and surface area. J Colloid Interface Sci 337:32–38

    Article  CAS  Google Scholar 

  • Iqbal M, Schiewer S, Cameron R (2009) Mechanistic elucidation and evaluation of biosorption of metal ions by grapefruit peel using FTIR spectroscopy, kinetics and isotherms modeling, cations displacement and EDX analysis. J Chem Technol Biotechnol 84(10):1516–1526

    Article  CAS  Google Scholar 

  • Kesraoui A, Selmi T, Seffen M, Brouers F (2017) Influence of alternating current on the adsorption of indigo carmine. Environ Sci Pollut Res 24:9940–9950

    Article  CAS  Google Scholar 

  • Kilislioglu A, Bilgin B (2003) Thermodynamic and kinetic investigation of uranium adsorption on amberlite IR–118H resin. App Radiat Isot 50:155–160

    Article  Google Scholar 

  • Körbahti BK, Rauf MA (2008) Application of response surface analysis to the photolytic degradation of basic red 2 dye. Chem Eng J 138(1–3):166–171

    Article  CAS  Google Scholar 

  • Lagergren SK (1898) About the theory of so-called adsorption of soluble substances. Sven Vetenskapsakad Handingarl 24:1–39

    Google Scholar 

  • Langmuir I (1918) The adsorption of gases on plane surfaces of glass, mica and platinum. J Am Chem Soc 40:1361–1403

    Article  CAS  Google Scholar 

  • Lee J, Ye L, Landen WO, Eitenmiller RR (2000) Optimization of an extraction procedure for the quantification of vitamin E in tomato and broccoli using response surface methodology. J Food Compos Anal 13:45–57

    Article  CAS  Google Scholar 

  • Limousy L, Ghouma I, Ouederni A, Jeguirim M (2017) Amoxicillin removal from aqueous solution using activated carbon prepared by chemical activation of olive stone. Environ Sci Pollut Res 24:9993–100004

    Article  CAS  Google Scholar 

  • Lodeiro P, Barriada JL, Herrero R, Sastre de Vicente ME (2006) The marine macroalga Cystoseira baccata as biosorbent for cadmium(II) and lead(II) removal: kinetic and equilibrium studies. Environ Pollut 142:264–273

    Article  CAS  Google Scholar 

  • Madrakian T, Haryani R, Ahmadi M, Afkhami A (2015) Spectrofluorometric determination of venlafaxine in biological samples after selective extraction on the superparamagnetic surface molecularly imprinted nanoparticles. Anal Methods 7(2):428–435

    Article  CAS  Google Scholar 

  • Mane V, Mall ID, Srivastava VC (2007) Kinetic and equilibrium isotherm studies for the adsorptive removal of brilliant green dye from aqueous solution by rice husk ash. J Environ Manag 84:390–400

    Article  CAS  Google Scholar 

  • Miraboutalebi SM, Nikouzad S, Peydayesh M, Allahgholi N, Vafajoo L, McKay G (2017) Methylene blue adsorption via maize silk powder: kinetic, equilibrium, thermodynamic studies and residual error analysis. Process Saf Environ Prot 106:191–202

    Article  CAS  Google Scholar 

  • Miyah Y, Lahrichi A, Idrissi M, Anis K, Kachkoul R, Idrissi N, Lairini S, Nenov V, Zerrouq F (2017) Removal of cationic dye “crystal violet”in aqueous solution by the local clay. J Mater Environ Sci 8(10):3570–3582

    CAS  Google Scholar 

  • Mohamed M, Ouki S (2011) Removal mechanisms of toluene from aqueous solutions by chitin and chitosan. Ind Eng Chem Res 50:9557–9563

    Article  CAS  Google Scholar 

  • Mahmoudi K, Hosni K, Hamdi N, Srasra E (2015) Kinetics and equilibrium studies on removal of methylene blue and methyl orange by adsorption onto activated carbon prepared from date pits-A comparative study. Korean J Chem Eng 32(2):274–283

    Article  CAS  Google Scholar 

  • Mohanty K, Naidu JT, Meikap BC, Biswas MN (2006) Removal of crystal violet from wastewater by activated carbons prepared from rice husk. Ind Eng Chem Res 45(14):5165–5171

    Article  CAS  Google Scholar 

  • Muruganaadham M, Swaminathan M (2004) Solar photocatalytic degradation of a reactive azo dye in TiO2-suspension. Sol Energy Mater Sol Cells 81:439–457

    Article  CAS  Google Scholar 

  • Muthanna JA (2016) Preparation of activated carbons from date (Phoenix dactylifera L.) palm stones and application for wastewater treatments: review. Process Saf Environ Prot 102:168–182

    Article  CAS  Google Scholar 

  • Myers RH, Montgomery DC (2001) Montgomery response surface methodology. Wiley, 2nd edn

  • Pandey KK, Pitman AJ (2003) FTIR studies of the changes in wood chemistry following decay by brown-rot and white-rot fungi. Int Biodeterior Biodegrad 5:151–160

    Article  CAS  Google Scholar 

  • Ramteke LP, Gogate PR (2016) Removal of copper and hexavalent chromium using immobilized modified sludge biomass based adsorbent. Clean Soil Air Water 44:1051–1065

    Article  CAS  Google Scholar 

  • Raval NP, Shah PU, Shah NK (2016) Adsorptive amputation of hazardous azo dye Congo red from wastewater: a critical review. Environ Sci Pollut Res 23:14810–14853

    Article  CAS  Google Scholar 

  • Ravikumar K, Pakshirajan K, Swaminathan T, Balu K (2005) Optimization of batch process parameters using response surface methodology for dye removal by a novel adsorbent. Chem Eng J 105:131–138

    Article  CAS  Google Scholar 

  • Rozumová L, Životský O, Seidlerová J, Motyka O, Šafařík I, Šafaříková M (2016) Magnetically modified peanut husks as an effective sorbent of heavy metals. J Environ Chem Eng 4:549–555

    Article  CAS  Google Scholar 

  • Saeed A, Sharif M, Iqbal M (2010) Application potential of grapefruit peel as dye sorbent: kinetics, equilibrium and mechanism of crystal violet adsorption. J Hazard Mater 179:564–572

    Article  CAS  Google Scholar 

  • Saleh TA (2015) Isotherm, kinetic, and thermodynamic studies on Hg(II) adsorption from aqueous solution by silica- multiwall carbon nanotubes. Environ Sci Pollut Res 22:16721–16731

    Article  CAS  Google Scholar 

  • Samaka IS (2014) Removal of basic red 2 from industrial effluents using natural Iraqi material. Civil Environ Res 6:138–148

    Google Scholar 

  • Samarghandi M, Hadi M, Moayedi S, Barjasteh Askari F (2009) Two-parameter isotherms of methyl orange sorption by pinecine derived activated carbon. Iranian J Environ Health Sci Eng 6:285–294

    CAS  Google Scholar 

  • Sampranpiboon P, Charnkeitkong P, Feng X (2014) Equilibrium isotherm models for adsorption of zinc (II) ion from aqueous solution on pulp waste. WSEAS Trans Environ Dev 10:35–47

    Google Scholar 

  • Santhi T, Manonmani S, Smitha T (2010) Kinetics and isotherm studies on cationic dyes adsorption onto annonasqumosa seed activated carbon. Int J Eng Sci 2:287–295

    Google Scholar 

  • Shahbeig H, Bagheri N, Ali Ghorbanian S, Hallajisani A (2013) A new adsorption isotherm model of aqueous solutions on granular activated carbon. World J Modell Simul 9:243–254

    Google Scholar 

  • Singh KP, Singh A, Singh U, Verma P (2012a) Optimizing removal of ibuprofen from water by magnetic nanocomposite using Box-Behnken design. Environ Sci Pollut Res 19:724–738

    Article  CAS  Google Scholar 

  • Singh KP, Rai P, Pandey P, Sinha S (2012b) Modeling and optimization of trihalomethanes formation potential of surface water (a drinking water source) using Box-Behnken design. Environ Sci Pollut Res Int 19:113–127

    Article  CAS  Google Scholar 

  • Solanki AB, Parikh J, Parikh RH (2007) Formulation and optimization of piroxicam proniosomes by 3-factor, 3-level Box–Behnken design. AAPS PharmSciTech 8:43–49

    Article  Google Scholar 

  • Subramani SE, Thinakaran N (2017) Isotherm, kinetic and thermodynamic studies on the adsorption behavior of textile dyes onto chitosan. Process Saf Environ Prot 106:1–10

    Article  CAS  Google Scholar 

  • Subramaniam R, Ponnusamy SK (2015) Novel adsorbent from agricultural waste (cashew NUT shell) for methylene blue dye removal: optimization by response surface methodology. Water Res Ind 11:64–70

    Article  Google Scholar 

  • Tempkin M, Pyzhev V (1940) Kinetics of ammonia synthesis on promoted iron catalyst. Acta Physiochim 12:327–356

    Google Scholar 

  • Vijayaraghavan K, Padmesh TVN, Palanivelu K, Velan M (2006) Biosorption of nickel(II) ions onto Sargassum wightii: application of twoparameter and three- parameter isotherm models. J Hazard Mater 133:304–308

    Article  CAS  Google Scholar 

  • Wang L (2013) Removal of disperse red dye by bamboo-based activated carbon: optimisation, kinetics and equilibrium. Environ Sci Pollut Res 20:4635–4646

    Article  CAS  Google Scholar 

  • Weber W, Morris J (1963) Kinetics of adsorption on carbon from solution. J Sani Eng 89:31–60

    Google Scholar 

  • Webi TW, Chakravort RK (1974) Pore and solid diffusion models for fixed-bed adsorbers. AICHE J 20:228–238

    Article  Google Scholar 

  • Yetilmezsoy K, Saral A (2007) Stochastic modeling approaches based on neural network and linear–nonlinear regression techniques for the determination of single droplet collection efficiency of countercurrent spray towers. Environ Model Assess 12:13–26

    Article  Google Scholar 

  • Zhu M, Yao J, Wang W, Yin XQ, Chen W, Wu X (2016) Using response surface methodology to evaluate electrocoagulation in the pretreatment of produced water from polymer-flooding well of Dagang Oilfield with bipolar aluminum electrodes. Desalin Water Treat 57:15314–15325

    Article  CAS  Google Scholar 

Download references

Acknowledgements

Authors would like to thank Borj-Cedria Technopark for FTIR, MEB, and BET analysis. A special thank to Dr. Halim Hammi for his support in experimental design part of this work.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Besma Khiari.

Additional information

Responsible editor: Guilherme L. Dotto

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Wakkel, M., Khiari, B. & Zagrouba, F. Basic red 2 and methyl violet adsorption by date pits: adsorbent characterization, optimization by RSM and CCD, equilibrium and kinetic studies. Environ Sci Pollut Res 26, 18942–18960 (2019). https://doi.org/10.1007/s11356-018-2192-y

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11356-018-2192-y

Keywords

Navigation