Composite Sorbent Prepared from Layered Double Hydroxide Nanoparticles to Remediate Simulated Groundwater Polluted with Lead and Cadmium Ions
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Bibliographic record
Abstract
This study presents a novel composite sorbent, synthesized from industrially inexpensive and abundant materials, designed for the remediation of groundwater contaminated by lead (Pb) and cadmium (Cd) ions through a permeable reactive barrier (PRB) technique.The synthesis process innovatively employs alum, a low-cost compound, alongside plaster kiln dusta by-product waste from the gypsum industry and Cetyl trim ethyl ammonium bromide (CTAB), to produce Nano-sized layered double hydroxide (LDH) composed of aluminum (Al +3 ) and calcium (Ca +2 ) ions.The synthesized LDH gel-solution was characterized using X-ray diffraction (XRD) analysis and subsequently intercalated onto an iron-slag surface, yielding a novel sorbent termed "iron-slag coated with (Ca/Al-CTAB)-LDH".The intercalation of CTAB and the presence of LDH nanoparticles significantly increased the iron-slag surface area from 0.48802 to 10.21 m 2 /g, thereby enhancing the adsorption capacity of the sorbent for Pb and Cd ions.Optimal synthesis parameters were identified as 0.035 g/50 mL CTAB, pH 10, (Ca/Al) molar ratio of 2, and an iron-slag dosage of 1 g/50 mL.Long-term column tests, spanning a duration of at least 25 days, were conducted, revealing a marked increase in the sorbent's longevity in the packed column when a low flow rate and inlet concentration of contaminants were combined with a high mass of sorbent.The experimental data from the breakthrough curves were successfully fitted by several models, including Bohart-Adams, Thomas-BDST, Yan, Belter-Cussler-Hu, and Clark expressions, with a determination coefficient (R2) exceeding 0.99 and a sum of squared errors (SSE) less than 0.162.The hydraulic conductivity of the packed sorbent remained largely constant at 2.7×10 -2 cm/s, suggesting its suitability for PRB applications.The prepared sorbent demonstrated high efficacy in the removal of Pb and Cd ions from contaminated water, making it a promising tool for environmental remediation.
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Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it