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Volumn 153, Issue 3, 2008, Pages 1288-1300

Artificial neural network (ANN) approach for modeling of Pb(II) adsorption from aqueous solution by Antep pistachio (Pistacia Vera L.) shells

Author keywords

Adsorption; Antep pistachio shells; Artificial neural networks; Modeling; Pb(II) removal

Indexed keywords

ADSORPTION; LEAD; METAL IONS; SOLUTIONS;

EID: 41449109567     PISSN: 03043894     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jhazmat.2007.09.092     Document Type: Article
Times cited : (324)

References (41)
  • 1
    • 33746667835 scopus 로고    scopus 로고
    • Adsorption properties of crosslinked carboxymethyl-chitosan resin with Pb(II) as template ions
    • Sun S., Wang L., and Wang A. Adsorption properties of crosslinked carboxymethyl-chitosan resin with Pb(II) as template ions. J. Hazard. Mater. 136 (2006) 930-937
    • (2006) J. Hazard. Mater. , vol.136 , pp. 930-937
    • Sun, S.1    Wang, L.2    Wang, A.3
  • 2
    • 41449087071 scopus 로고    scopus 로고
    • R.R. Bansode, Treatment of organic and inorganic pollutants in municipal wastewater by agricultural by-product based granular activated carbons (GAC), MSc Thesis, The Department of Food Science, Louisiana State University and Agricultural and Mechanical College, Baton Rouge, Louisiana, 2002.
    • R.R. Bansode, Treatment of organic and inorganic pollutants in municipal wastewater by agricultural by-product based granular activated carbons (GAC), MSc Thesis, The Department of Food Science, Louisiana State University and Agricultural and Mechanical College, Baton Rouge, Louisiana, 2002.
  • 3
    • 34249727775 scopus 로고    scopus 로고
    • Tea waste as a low cost adsorbent for the removal of Cu and Pb from wastewater
    • Amarasinghe B.M.W.P.K., and Williams R.A. Tea waste as a low cost adsorbent for the removal of Cu and Pb from wastewater. Chem. Eng. J. 132 (2007) 299-309
    • (2007) Chem. Eng. J. , vol.132 , pp. 299-309
    • Amarasinghe, B.M.W.P.K.1    Williams, R.A.2
  • 4
    • 34047269078 scopus 로고    scopus 로고
    • The behaviour of pharmaceuticals and heavy metals during struvite precipitation in urine
    • Ronteltap M., Maurer M., and Gujer W. The behaviour of pharmaceuticals and heavy metals during struvite precipitation in urine. Water Res. 41 (2007) 1859-1868
    • (2007) Water Res. , vol.41 , pp. 1859-1868
    • Ronteltap, M.1    Maurer, M.2    Gujer, W.3
  • 5
    • 41449084158 scopus 로고    scopus 로고
    • H.B. Pirincci, The removal of Cd(II) and Pb(II) ions by whet bran dehydrated with sulphuric acid, MSc Thesis, Department of Chemical Engineering, Graduate School of Natural Applied Sciences of Firat University, Elazig, 2004.
    • H.B. Pirincci, The removal of Cd(II) and Pb(II) ions by whet bran dehydrated with sulphuric acid, MSc Thesis, Department of Chemical Engineering, Graduate School of Natural Applied Sciences of Firat University, Elazig, 2004.
  • 6
    • 0033578441 scopus 로고    scopus 로고
    • Neural network models to study relationships between lead concentration in grasses and permanent urban descriptors in Athens city (Greece)
    • Dimopoulos I., Chronopoulos-Serelia J.A., and Lek S. Neural network models to study relationships between lead concentration in grasses and permanent urban descriptors in Athens city (Greece). Ecol. Model. 120 1999 (1999) 157-165
    • (1999) Ecol. Model. , vol.120 , Issue.1999 , pp. 157-165
    • Dimopoulos, I.1    Chronopoulos-Serelia, J.A.2    Lek, S.3
  • 7
  • 8
    • 0038054285 scopus 로고    scopus 로고
    • Predicting membrane fouling during municipal drinking water nanofiltration using artificial neural Networks
    • Shetty G.R., and Chellam S. Predicting membrane fouling during municipal drinking water nanofiltration using artificial neural Networks. J. Membrane Sci. 217 (2003) 69-86
    • (2003) J. Membrane Sci. , vol.217 , pp. 69-86
    • Shetty, G.R.1    Chellam, S.2
  • 9
    • 2542545752 scopus 로고    scopus 로고
    • Hierarchical community classification and assessment of aquatic ecosystems using artificial neural networks
    • Park Y.-S., Chon T.-S., Kwak I.-S., and Lek S. Hierarchical community classification and assessment of aquatic ecosystems using artificial neural networks. Sci. Tot. Environ. 327 (2004) 105-122
    • (2004) Sci. Tot. Environ. , vol.327 , pp. 105-122
    • Park, Y.-S.1    Chon, T.-S.2    Kwak, I.-S.3    Lek, S.4
  • 10
    • 10644278051 scopus 로고    scopus 로고
    • Prediction of trace compounds in biogas from anaerobic digestion using the MATLAB Neural Network Toolbox
    • Strik D.P.B.T.B., Domnanovich A.M., Zani L., Braun R., and Holubar P. Prediction of trace compounds in biogas from anaerobic digestion using the MATLAB Neural Network Toolbox. Environ. Model. Software 20 (2005) 803-810
    • (2005) Environ. Model. Software , vol.20 , pp. 803-810
    • Strik, D.P.B.T.B.1    Domnanovich, A.M.2    Zani, L.3    Braun, R.4    Holubar, P.5
  • 11
    • 33747200729 scopus 로고    scopus 로고
    • Determination of optimum body diameter of air cyclones using a new empirical model and a neural network approach
    • Yetilmezsoy K. Determination of optimum body diameter of air cyclones using a new empirical model and a neural network approach. Environ. Eng. Sci. 23 (2006) 680-690
    • (2006) Environ. Eng. Sci. , vol.23 , pp. 680-690
    • Yetilmezsoy, K.1
  • 12
    • 33846850549 scopus 로고    scopus 로고
    • Stochastic modeling approaches based on neural network and linear-nonlinear regression techniques for the determination of single droplet collection efficiency of countercurrent spray towers
    • Yetilmezsoy K., and Saral A. 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 (2007) 13-26
    • (2007) Environ. Model. Assess. , vol.12 , pp. 13-26
    • Yetilmezsoy, K.1    Saral, A.2
  • 13
    • 33846567156 scopus 로고    scopus 로고
    • Physical properties of pistachio nut and its kernel as a function of moisture content and variety. Part II. Gravimetrical properties
    • Razavi S.M.A., Rafe A., Moghaddam T.M., and Amini A.M. Physical properties of pistachio nut and its kernel as a function of moisture content and variety. Part II. Gravimetrical properties. J. Food Eng. 81 (2007) 218-225
    • (2007) J. Food Eng. , vol.81 , pp. 218-225
    • Razavi, S.M.A.1    Rafe, A.2    Moghaddam, T.M.3    Amini, A.M.4
  • 14
    • 41449118388 scopus 로고    scopus 로고
    • Standard methods for the Examination of Water and Wastewater, 19th ed., Washington, DC, 1995.
    • Standard methods for the Examination of Water and Wastewater, 19th ed., Washington, DC, 1995.
  • 15
    • 41449095737 scopus 로고    scopus 로고
    • H.U. Ozturk, Discharge predictions using ann in sloping rectangular channels with free overfall, MSc Thesis, The Graduate School of Natural and Applied Sciences of Middle East Technical University (METU), Ankara, 2005.
    • H.U. Ozturk, Discharge predictions using ann in sloping rectangular channels with free overfall, MSc Thesis, The Graduate School of Natural and Applied Sciences of Middle East Technical University (METU), Ankara, 2005.
  • 16
    • 33846609596 scopus 로고    scopus 로고
    • Kinetic and isothermal studies of lead ion adsorption onto palygorskite clay
    • Chen H., and Wang A. Kinetic and isothermal studies of lead ion adsorption onto palygorskite clay. J. Colloid Interface Sci. 307 (2007) 309-316
    • (2007) J. Colloid Interface Sci. , vol.307 , pp. 309-316
    • Chen, H.1    Wang, A.2
  • 17
    • 41449086182 scopus 로고    scopus 로고
    • S. Demirel, Investigation of Pb(II) adsorption properties by Antep pistachio shells, MSc Thesis, Depertment of Environmental Science, The Graduate School of Natural and Applied Sciences of Harran University, Sanliurfa, 2002.
    • S. Demirel, Investigation of Pb(II) adsorption properties by Antep pistachio shells, MSc Thesis, Depertment of Environmental Science, The Graduate School of Natural and Applied Sciences of Harran University, Sanliurfa, 2002.
  • 18
    • 34248139647 scopus 로고    scopus 로고
    • Removal of Pb(II) from aqueous solutions by using clinoptilolite and bentonite as adsorbents
    • Inglezakis V.J., Stylianou M.A., Gkantzou D., and Loizidou M.D. Removal of Pb(II) from aqueous solutions by using clinoptilolite and bentonite as adsorbents. Desalination 210 (2007) 248-256
    • (2007) Desalination , vol.210 , pp. 248-256
    • Inglezakis, V.J.1    Stylianou, M.A.2    Gkantzou, D.3    Loizidou, M.D.4
  • 19
    • 33747771672 scopus 로고    scopus 로고
    • Adsorption of acid dyes in aqueous solutions by shells of bittim (Pistacia khinjuk Stocks)
    • Aydin H., and Baysal G. Adsorption of acid dyes in aqueous solutions by shells of bittim (Pistacia khinjuk Stocks). Desalination 196 (2006) 248-259
    • (2006) Desalination , vol.196 , pp. 248-259
    • Aydin, H.1    Baysal, G.2
  • 21
    • 33750224235 scopus 로고    scopus 로고
    • 2+ from aqueous solution by Caladium bicolor (Wild Cocoyam) biomass
    • 2+ from aqueous solution by Caladium bicolor (Wild Cocoyam) biomass. Elec. J. Biotechnol. 8 (2005) 162-169
    • (2005) Elec. J. Biotechnol. , vol.8 , pp. 162-169
    • Horsfall Jnr, M.1    Spiff, A.I.2
  • 22
    • 0025895877 scopus 로고
    • A bioseparation process for removing Pb(II) ions from wastewater by using C. vulgaris
    • Aksu Z., and Kutsal T.A. A bioseparation process for removing Pb(II) ions from wastewater by using C. vulgaris. J. Chem. Technol. Biotechnol. 52 (1991) 108-118
    • (1991) J. Chem. Technol. Biotechnol. , vol.52 , pp. 108-118
    • Aksu, Z.1    Kutsal, T.A.2
  • 23
    • 33947115942 scopus 로고    scopus 로고
    • Adsorption of heavy metals using magnetically modified alginic acid
    • Jeon C., Nah I.W., and Hwang K.-Y. Adsorption of heavy metals using magnetically modified alginic acid. Hydrometallurgy 86 (2007) 140-146
    • (2007) Hydrometallurgy , vol.86 , pp. 140-146
    • Jeon, C.1    Nah, I.W.2    Hwang, K.-Y.3
  • 25
    • 0035255744 scopus 로고    scopus 로고
    • Heavy metal removal with Mexican clinoptilolite: multi-component ionic exchange
    • Vaca-Mier M., Callejas R.L., Gehr R., Cisneros B.E.J., and Alvarez P.J.J. Heavy metal removal with Mexican clinoptilolite: multi-component ionic exchange. Water Res. 35 (2001) 373-378
    • (2001) Water Res. , vol.35 , pp. 373-378
    • Vaca-Mier, M.1    Callejas, R.L.2    Gehr, R.3    Cisneros, B.E.J.4    Alvarez, P.J.J.5
  • 27
    • 33746758879 scopus 로고    scopus 로고
    • Characterization of aqueous lead removal by phosphatic clay: equilibrium and kinetic studies
    • Singh S.P., Ma L.Q., and Hendry M.J. Characterization of aqueous lead removal by phosphatic clay: equilibrium and kinetic studies. J. Hazard. Mater. 136 (2006) 654-662
    • (2006) J. Hazard. Mater. , vol.136 , pp. 654-662
    • Singh, S.P.1    Ma, L.Q.2    Hendry, M.J.3
  • 29
    • 41449093815 scopus 로고    scopus 로고
    • Immobilization of Pb Contaminated Soil using Modified Clay
    • Park J.H., and Shin W.S. Immobilization of Pb Contaminated Soil using Modified Clay. Water Practice Technol. 1 (2006) 1-10
    • (2006) Water Practice Technol. , vol.1 , pp. 1-10
    • Park, J.H.1    Shin, W.S.2
  • 30
    • 41449091047 scopus 로고    scopus 로고
    • The influence of pH and adsorbent concentration on adsorption of lead and zinc on a natural goethite
    • Abdus-Salam N., and Adekola F.A. The influence of pH and adsorbent concentration on adsorption of lead and zinc on a natural goethite. Afr. J. Sci. Technol. 6 (2005) 55-66
    • (2005) Afr. J. Sci. Technol. , vol.6 , pp. 55-66
    • Abdus-Salam, N.1    Adekola, F.A.2
  • 32
    • 41449105840 scopus 로고    scopus 로고
    • A. Akinbiyi, Removal of lead from aqueous solutions by adsorption using peat moss, MSc Thesis, Applied Science in Environmental Systems Engineering, University of Regina, Regina, Saskatchewan, 2000.
    • A. Akinbiyi, Removal of lead from aqueous solutions by adsorption using peat moss, MSc Thesis, Applied Science in Environmental Systems Engineering, University of Regina, Regina, Saskatchewan, 2000.
  • 35
    • 23344438031 scopus 로고    scopus 로고
    • Rice husk as a potentially low-cost biosorbent for heavy metal and dye removal: an overview
    • Chuah T.G., Jumasiah A., Azni I., Katayon S., and Thomas Choong S.Y. Rice husk as a potentially low-cost biosorbent for heavy metal and dye removal: an overview. Desalination 175 (2005) 305-316
    • (2005) Desalination , vol.175 , pp. 305-316
    • Chuah, T.G.1    Jumasiah, A.2    Azni, I.3    Katayon, S.4    Thomas Choong, S.Y.5
  • 36
    • 0032126872 scopus 로고    scopus 로고
    • The use of sago waste for the sorption of lead and copper
    • Quek S.Y., Wase D.A.J., and Forster C.F. The use of sago waste for the sorption of lead and copper. Water SA 24 (1998) 251-256
    • (1998) Water SA , vol.24 , pp. 251-256
    • Quek, S.Y.1    Wase, D.A.J.2    Forster, C.F.3
  • 37
    • 27944451894 scopus 로고    scopus 로고
    • Interaction of metal ions with clays: I. A case study with Pb(II)
    • Gupta S.S., and Bhattacharyya K.G. Interaction of metal ions with clays: I. A case study with Pb(II). Appl. Clay Sci. 30 (2005) 199-208
    • (2005) Appl. Clay Sci. , vol.30 , pp. 199-208
    • Gupta, S.S.1    Bhattacharyya, K.G.2
  • 39
    • 0035441592 scopus 로고    scopus 로고
    • Heavy metals removal by adsorption onto peanut husks carbon: characterization, kinetic study and modeling
    • Ricordel S., Taha S., Cisse I., and Dorange G. Heavy metals removal by adsorption onto peanut husks carbon: characterization, kinetic study and modeling. Sep. Purif. Technol. 24 (2001) 389-401
    • (2001) Sep. Purif. Technol. , vol.24 , pp. 389-401
    • Ricordel, S.1    Taha, S.2    Cisse, I.3    Dorange, G.4
  • 40
    • 0037451617 scopus 로고    scopus 로고
    • Adsorption of lead(II) and copper(II) on activated carbon by complexation with surface functional groups
    • Pesavento M., Profumo A., Alberti G., and Conti F. Adsorption of lead(II) and copper(II) on activated carbon by complexation with surface functional groups. Analy. Chim. Acta 480 (2003) 171-180
    • (2003) Analy. Chim. Acta , vol.480 , pp. 171-180
    • Pesavento, M.1    Profumo, A.2    Alberti, G.3    Conti, F.4
  • 41
    • 0021812635 scopus 로고
    • Copper(II) removal from aqueous solutions by fly ash
    • Panday K.K., Prasad G., and Singh V.N. Copper(II) removal from aqueous solutions by fly ash. Water Res. 19 (1985) 869-873
    • (1985) Water Res. , vol.19 , pp. 869-873
    • Panday, K.K.1    Prasad, G.2    Singh, V.N.3


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