Chitosan-based adsorbents for remediation of toxic dyes from wastewater: A review on adsorption mechanism, reusability, machine learning based modeling and future perspectives.

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Title: Chitosan-based adsorbents for remediation of toxic dyes from wastewater: A review on adsorption mechanism, reusability, machine learning based modeling and future perspectives.
Authors: Nath J; Department of Polymer Science and Technology, University of Calcutta, 92 A.P.C. Road, Kolkata 700 009, India., Dewan M; Department of Chemistry, Shahid Matangini Hazra Government General Degree College for Women, Chakshrikrishnapur, Kulberia, P.O: Kulberia, Dist: Purba Medinipur, 721649, West Bengal, India., Ghosh A; Department of Polymer Science and Technology, University of Calcutta, 92 A.P.C. Road, Kolkata 700 009, India., Ray SS; Department of Chemical Sciences, University of Johannesburg, Doornfontein, Johannesburg 2028, South Africa; DST-CSIR National Centre for Nanostructured Materials, Council for Scientific and Industrial Research, Pretoria 0001, South Africa., Orasugh JT; Department of Chemical Sciences, University of Johannesburg, Doornfontein, Johannesburg 2028, South Africa. Electronic address: calunivjto@gmail.com., Lahiri B; Indian Institute of Technology Kharagpur, Department of Electronics & Electrical Communication Engineering at Indian Institute of Technology, Kharagpur, India., Chattopadhyay D; Department of Polymer Science and Technology, University of Calcutta, 92 A.P.C. Road, Kolkata 700 009, India. Electronic address: dcpst@caluniv.ac.in., Adhikari A; Department of Polymer Science and Technology, University of Calcutta, 92 A.P.C. Road, Kolkata 700 009, India. Electronic address: arpita.adhikarichem2023@gmail.com.
Source: International journal of biological macromolecules [Int J Biol Macromol] 2025 Jun; Vol. 311 (Pt 2), pp. 143388. Date of Electronic Publication: 2025 Apr 23.
Publication Type: Journal Article; Review
Journal Info: Publisher: Elsevier Country of Publication: Netherlands NLM ID: 7909578 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-0003 (Electronic) Linking ISSN: 01418130 NLM ISO Abbreviation: Int J Biol Macromol Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Chitosan-based adsorbents for remediation of toxic dyes from wastewater: A review on adsorption mechanism, reusability, machine learning based modeling and future perspectives.
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  Data: <searchLink fieldCode="AU" term="%22Nath+J%22">Nath J</searchLink>; Department of Polymer Science and Technology, University of Calcutta, 92 A.P.C. Road, Kolkata 700 009, India.<br /><searchLink fieldCode="AU" term="%22Dewan+M%22">Dewan M</searchLink>; Department of Chemistry, Shahid Matangini Hazra Government General Degree College for Women, Chakshrikrishnapur, Kulberia, P.O: Kulberia, Dist: Purba Medinipur, 721649, West Bengal, India.<br /><searchLink fieldCode="AU" term="%22Ghosh+A%22">Ghosh A</searchLink>; Department of Polymer Science and Technology, University of Calcutta, 92 A.P.C. Road, Kolkata 700 009, India.<br /><searchLink fieldCode="AU" term="%22Ray+SS%22">Ray SS</searchLink>; Department of Chemical Sciences, University of Johannesburg, Doornfontein, Johannesburg 2028, South Africa; DST-CSIR National Centre for Nanostructured Materials, Council for Scientific and Industrial Research, Pretoria 0001, South Africa.<br /><searchLink fieldCode="AU" term="%22Orasugh+JT%22">Orasugh JT</searchLink>; Department of Chemical Sciences, University of Johannesburg, Doornfontein, Johannesburg 2028, South Africa. Electronic address: calunivjto@gmail.com.<br /><searchLink fieldCode="AU" term="%22Lahiri+B%22">Lahiri B</searchLink>; Indian Institute of Technology Kharagpur, Department of Electronics & Electrical Communication Engineering at Indian Institute of Technology, Kharagpur, India.<br /><searchLink fieldCode="AU" term="%22Chattopadhyay+D%22">Chattopadhyay D</searchLink>; Department of Polymer Science and Technology, University of Calcutta, 92 A.P.C. Road, Kolkata 700 009, India. Electronic address: dcpst@caluniv.ac.in.<br /><searchLink fieldCode="AU" term="%22Adhikari+A%22">Adhikari A</searchLink>; Department of Polymer Science and Technology, University of Calcutta, 92 A.P.C. Road, Kolkata 700 009, India. Electronic address: arpita.adhikarichem2023@gmail.com.
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  Data: <searchLink fieldCode="JN" term="%227909578%22">International journal of biological macromolecules</searchLink> [Int J Biol Macromol] 2025 Jun; Vol. 311 (Pt 2), pp. 143388. <i>Date of Electronic Publication: </i>2025 Apr 23.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Elsevier%22">Elsevier </searchLink><i>Country of Publication: </i>Netherlands <i>NLM ID: </i>7909578 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1879-0003 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2201418130%22">01418130 </searchLink><i>NLM ISO Abbreviation: </i>Int J Biol Macromol <i>Subsets: </i>MEDLINE
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        Value: 10.1016/j.ijbiomac.2025.143388
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