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Record W4416757586 · doi:10.1016/j.jconhyd.2025.104786

Protonated epichlorohydrin-crosslinked chitosan beads for ibuprofen removal from water: Insights into adsorption mechanisms, isotherms, kinetics, and reusability

2025· article· en· W4416757586 on OpenAlexafffund
Amir Hossein Behroozi, Arghavan Mirahsani, Pascale Champagne, E. Hosseini Koupaie

Bibliographic record

VenueJournal of Contaminant Hydrology · 2025
Typearticle
Languageen
FieldEnvironmental Science
TopicAdsorption and biosorption for pollutant removal
Canadian institutionsQueen's University
FundersNatural Sciences and Engineering Research Council of CanadaOntario Research Foundation
KeywordsAdsorptionEpichlorohydrinAqueous solutionProtonationKineticsChemisorptionChitosanMesoporous material

Abstract

fetched live from OpenAlex

Ibuprofen (IBP) is a pharmaceutical commonly released into water, where it poses environmental risks. Effective treatments must be developed to remove IBP from water. In this study, protonated epichlorohydrin-crosslinked chitosan beads (PECBs) were synthesized and characterized for the adsorption of IBP from aqueous solutions. Chitosan, a non-toxic and biodegradable biopolymer, was crosslinked with epichlorohydrin to improve acid stability (mass retention of 98 %), which also reduced the equilibrium water content (20 %) and created a mesoporous structure (2–12 nm) favorable for adsorption. Optimal adsorption conditions were achieved at neutral pH and 1.00 g IBP/L concentration, with a maximum adsorption capacity of 232 mg IBP/g PECB and followed by the Langmuir model (sum of squared error ( SSE) = 104, coefficient of determination ( R 2 ) = 0.998). Adsorption kinetics data showed a rapid initial adsorption phase (<60 min) followed by a slower approach to equilibrium at 12 h. Adsorption kinetics were best fitted by the Avrami model ( SSE = 1.90, R 2 = 0.999), indicating a mixed adsorption process involving both physical and chemical interactions. The strong fit of this kinetic model suggests that chemisorption contributes considerably to the overall rate of adsorption, whereas electrostatic attraction governs the extent of adsorption under specific pH conditions. At pH > pK a (4.9), the negatively charged IBP molecules interact electrostatically with the protonated amino groups on PECBs, whereas at pH < pK a , hydrogen bonding becomes more prominent due to the neutral form of IBP. PECBs retained ~85 % of their adsorption capacity after four reuse cycles, indicating a potential for reusability. Leaching tests revealed no detectable release of potentially toxic epichlorohydrin into the water. These findings suggest that PECBs are effective adsorbents for removing anionic contaminants, such as IBP, from aqueous environments.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.213
Threshold uncertainty score0.719

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.006
GPT teacher head0.238
Teacher spread0.232 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations5
Published2025
Admission routes2
Has abstractyes

Explore more

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