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Svedaite, E., Dambrauskas, T., Renman, A., Renman, G. & Baltakys, K. (2025). Adsorption kinetics of phosphorus on a calcium silicate hydrate based adsorbent. Ceramics International, 51(5), 5557-5566
Open this publication in new window or tab >>Adsorption kinetics of phosphorus on a calcium silicate hydrate based adsorbent
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2025 (English)In: Ceramics International, ISSN 0272-8842, E-ISSN 1873-3956, Vol. 51, no 5, p. 5557-5566Article in journal (Refereed) Published
Abstract [en]

Phosphorus (P) is a fundamental element for plant and animal growth; however, an excessive amount of phosphorus can cause a threat to ecological environmental safety and human health. Therefore, this study aims to synthesize an adsorbent based on calcium silicate hydrates using mixture of polonite and calcium oxide and to determine its adsorption capacity for phosphorus ions. Additionally, pseudo-first- and pseudo-second- order kinetic models were employed to understand the adsorption process. The adsorbent based on calcium silicate hydrate was synthesized in a mixture of CaO and Polonite (CaO/SiO2 molar ratio 1.5) under hydrothermal conditions (16 h, 200 degrees C). It was determined that during hydrothermal treatment two crystalline (tobermorite and alpha-C2SH) and semicrystalline type calcium silicates hydrates were formed. Batch adsorption experiments were carried out at temperatures of 25, 35, and 45 degrees C in a thermostatic absorber by stirring 10 g of synthetic adsorbent in 1 l of KH2PO4 solution containing 0.2 g of P5+/L (20 mg of P5+ per gram of adsorbent) of phosphate ions. The duration of adsorption lasted up to 168 h. It was determined that adsorption capacity of synthetic adsorbent for phosphorus ions depends on the reaction duration and adsorption temperature. Synthetic adsorbent showed an extremely high adsorption capacity (>18 mg P5+/g) for phosphorus ions under all adsorption conditions. The most intensive adsorption occurred at a temperature of 35 degrees C as within 1 h 1 g of adsorbent adsorbed 16.6 mg of phosphorus. The equilibrium was reached after 48 h, when adsorption capacity reached 18.7 mg P5+/g. The kinetic calculations and the results of X-ray diffraction showed that chemisorption occurred during the experiments.

Place, publisher, year, edition, pages
Elsevier BV, 2025
Keywords
Calcium silicate hydrate, Tobermorite, Phosphorus, Hydrothermal synthesis, Adsorption
National Category
Materials Chemistry
Identifiers
urn:nbn:se:kth:diva-360781 (URN)10.1016/j.ceramint.2024.03.346 (DOI)001424991800001 ()2-s2.0-85189982797 (Scopus ID)
Note

QC 20250303

Available from: 2025-03-03 Created: 2025-03-03 Last updated: 2025-03-03Bibliographically approved
Wikström, J., Pal, D., Prabhakar, R., Forsberg, S. C., Renman, A., Ai, J., . . . Gunnarsson, J. S. (2024). Assessment of the calcium-silicate Polonite as a sorbent for thin-layer capping of metal contaminated sediment. Chemosphere, 365, Article ID 143398.
Open this publication in new window or tab >>Assessment of the calcium-silicate Polonite as a sorbent for thin-layer capping of metal contaminated sediment
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2024 (English)In: Chemosphere, ISSN 0045-6535, E-ISSN 1879-1298, Vol. 365, article id 143398Article in journal (Refereed) Published
Abstract [en]

Sediments contaminated with hazardous metals pose risks to humans and wildlife, yet viable management options are scarce. In a series of laboratory experiments, we characterized Polonite® – an activated calcium-silicate – as a novel sorbent for thin-layer capping of metal-contaminated sediments. We tested a fine-grained by-product from the Polonite production as a cheap and sustainable sorbent. First, Polonite was reacted with solutions of Cu, Pb, and Zn, and the surface chemistry of the Polonite was examined using, e.g., scanning electron microscopy to investigate metal sorption mechanisms. Batch experiments were conducted by adding Polonite to industrially contaminated harbor sediment to determine sorption kinetics and isotherms. Importantly, we measured if the Polonite could reduce metal bioavailability to sediment fauna by performing digestive fluid extraction (DFE). Finally, a cap placement technique was studied by applying a Polonite slurry in sedimentation columns. The results showed rapid metal sorption to Polonite via several mechanisms, including hydroxide and carbonate precipitation, and complexation with metal oxides on the Polonite surface. Isotherm data revealed that the sediment uptake capacity (Kf) for Cu, Pb, and Zn increased by a factor of 25, 21, and 14, respectively, after addition of 5% Polonite. The bioavailability of Cu, Pb, and Zn was reduced by 70%, 65%, and 54%, respectively, after a 25% Polonite addition. In conclusion, we propose that sediment treatment with low doses of the Polonite by-product can be a cheap, sustainable, and effective remediation method compared to other more intrusive methods such as dredging or conventional isolation capping.

Place, publisher, year, edition, pages
Elsevier Ltd, 2024
Keywords
Bioavailability, Calcium-silicate, Metals, Sediment remediation, Sorbent, Thin-layer capping
National Category
Environmental Sciences Other Environmental Engineering
Identifiers
urn:nbn:se:kth:diva-354277 (URN)10.1016/j.chemosphere.2024.143398 (DOI)39321884 (PubMedID)2-s2.0-85204895203 (Scopus ID)
Note

QC 20241003

Available from: 2024-10-02 Created: 2024-10-02 Last updated: 2025-05-27Bibliographically approved
Hamisi, R., Renman, A., Renman, G., Wörman, A. & Thunvik, R. (2024). Optimization of on-site wastewater treatment efficiency and recovery based on nutrient mobility and adsorption kinetics modelling using HYDRUS-2D coupled with PHREEQC. Chemical Engineering Journal, 492, Article ID 152308.
Open this publication in new window or tab >>Optimization of on-site wastewater treatment efficiency and recovery based on nutrient mobility and adsorption kinetics modelling using HYDRUS-2D coupled with PHREEQC
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2024 (English)In: Chemical Engineering Journal, ISSN 1385-8947, E-ISSN 1873-3212, Vol. 492, article id 152308Article in journal (Refereed) Published
Abstract [en]

A closed-loop on-site wastewater treatment system (OWT) was studied comprising steps of septic tank to remove organics (Biological Oxygen Demand (BOD)), biofiltration clarifier for biological removal of nitrogen (N), phosphorus (P) and BOD, reactive Polonite® filter for chemical adsorption and precipitation removal of dissolved P, and tidal flow constructed wetland (TFCW) sand filter for polishing the effluent to low P and N effluent Swedish standards. The field experimental data that have been used to optimize TFCW design in the numerical modelling using HYDRUS-2D coupled with and without PHREEQC indicated that the adsorption efficiency of the reactive Polonite® adsorbent was nearly double to that obtained in TFCW sand filters for PO4-P (95 %) and Total-P (85 %) removal in summer at a high temperature range (15.4–18.8 °C) and pH range (9.9–10.8). The weaker PO4-P (53 %) and Total-P (25 %) removal efficiency in winter was due to a low temperature (1.5–8.1 °C) and low pH (7.2–7.9). This decrease in pH was attributed to salinity in the domestic wastewater and dilution of rainwater. Modelling results revealed that the transport mechanisms and rate of P adsorption kinetics in the TFCW sand filters enhanced with calcium and iron flow from chemical dissolution in the preceding Polonite® adsorbent was increased with the increase in temperature. However, the P adsorption was less sensitive at high ferrihydrite (Fe(OH)3) dose, suggesting limited effects of cations dissolution and abundance of metal oxides and hydroxide ions at the mineral surface for anions exchange with phosphate for surface complexation. The strategy of combining field data and modelling provided valuable insights for assessing adaptability and optimizing TFCW design under variable fluxes and scenario effects of insulated/uninsulated and dilution by rainwater in cold-climate regions.

Place, publisher, year, edition, pages
Elsevier BV, 2024
Keywords
Hydrogeochemical modelling, Nitrogen, Optimization, Phosphorus, Tidal flow constructed wetland
National Category
Water Engineering
Identifiers
urn:nbn:se:kth:diva-347045 (URN)10.1016/j.cej.2024.152308 (DOI)001265944300001 ()2-s2.0-85193900296 (Scopus ID)
Note

QC 20240531

Available from: 2024-05-30 Created: 2024-05-30 Last updated: 2024-08-20Bibliographically approved
Hamisi, R., Renman, A., Renman, G., Wörman, A. & Thunvik, R. (2024). Treatment efficiency and recovery in sand filters for on-site wastewater treatment: Column studies and reactive modelling. Journal of Cleaner Production, 462, Article ID 142696.
Open this publication in new window or tab >>Treatment efficiency and recovery in sand filters for on-site wastewater treatment: Column studies and reactive modelling
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2024 (English)In: Journal of Cleaner Production, ISSN 0959-6526, E-ISSN 1879-1786, Vol. 462, article id 142696Article in journal (Refereed) Published
Abstract [en]

This study examined the adsorption capacity and treatment efficiency of sand filters in on-site treatment systems for cold climate regions. The effects of different operating conditions, porosity and kinetics parameters were investigated in column experiments and COMSOL Multiphysics® modelling, to comprehensively reveal the mechanisms and optimize treatment efficiency of nitrogen (N) and phosphorus (P) removal in a field tidal flow constructed wetland (TFCW), treating effluent from a package treatment plant with P filter material. The results from column experiments with sand showed that Total-P adsorption rate was dependent on feed water quality (Septic tank >0.77 ± 0.06 g kg−1; Biotreatment >0.41 ± 0.07 g kg−1; Reactive material Polonite® <0.18 ± 0.07 g kg−1). In the field TFCW trial, Total-P adsorption in the top layer (>1.42 ± 0.55 g kg−1) and middle layer (>1.06 ± 0.51 g kg−1) was twice that in laboratory columns, due to strong interaction with the air-water interface and use of fluctuated domestic wastewater solutions. The breakthrough curve (BTCs) of the coarse sand matched the physical behaviour of tracer electrical conductivity (EC) in effluent from the sand column experiments. The modelling results demonstrated that high filter porosity and low hydraulic load were significant factors for optimal removal of NH4–N, Total-N, PO4–P, Total- P in the top layer (>99.95 ± 0.03 %, 44.37 ± 28.75%, 70.89 ± 28.30%, 76.18 ± 20.3%), middle layer (>98.94 ± 1.77%, 18.23 ± 23.04%, 76.62 ± 28.73%, 65.40 ± 31.85%) and deep layer (>99.99 ± 0.02%, 65.50 ± 20.64%, 75.53 ± 23.16%, 41.54 ± 28.81%) in the TFCW system, respectively. The results show that on-site wastewater treatment in cold climate TFCW can be applied as a technology to polish effluent from a three-step pretreatment system. However, hydraulic optimization is an important factor for the design of the TFCW to receive a successful long-term operating system.

Place, publisher, year, edition, pages
Elsevier Ltd, 2024
Keywords
Adsorption, Nitrogen, Optimization, Phosphorus, Reactive transport modelling, Tidal flow constructed wetland
National Category
Water Engineering
Identifiers
urn:nbn:se:kth:diva-347284 (URN)10.1016/j.jclepro.2024.142696 (DOI)001249422800001 ()2-s2.0-85194418681 (Scopus ID)
Note

QC 20240702

Available from: 2024-06-10 Created: 2024-06-10 Last updated: 2024-07-02Bibliographically approved
Hallberg, M., Renman, A., Berndtsson, L. & Renman, G. (2022). Evaluation of a sand filter material for road runoff treatment- pilot-scale field trial focused on copper and zinc removal. Water practice and technology, 17(8), 1652-1665
Open this publication in new window or tab >>Evaluation of a sand filter material for road runoff treatment- pilot-scale field trial focused on copper and zinc removal
2022 (English)In: Water practice and technology, E-ISSN 1751-231X, Vol. 17, no 8, p. 1652-1665Article in journal (Refereed) Published
Abstract [en]

The effects of stormwater discharges on receiving aquatic environments and the need for their purification were highlighted by an EU court in May 2020. The ruling stated the need for removal of dissolved pollutants, which justifies field studies for development of far-reaching methods for runoff treatment. In this study, a standard sand was used as medium for road runoff filtration and removal of dissolved and particle-bound (<0.45 mu m) zinc (Zn) and copper (Cu). Data included 24 road runoff events, mimicking the flow variations and pollutant emissions over a seven-month period. The findings showed that sand can be used to remove Zn and Cu from road runoff in a gravity fed treatment system at a surface load ranging from 16.8 to 201 L m(-2) h(-1). The removal of total Zn and Cu was 93 and 67%, respectively. Dissolved Zn was efficiently removed by the sand (87%), however not Cu (19%). The sand efficiently removed total suspended solids (TSS) from the maximum occurring 443 mg L-1 to below 5 mg L-1. No head loss due to the TSS loadings was observed. The sand's potential to remove the investigated metals was shown, but in the longer term, effluent concentrations may exceed permitted values.

Place, publisher, year, edition, pages
IWA Publishing, 2022
Keywords
clogging, column experiment, dissolved metals, head loss, road runoff treatment plant, stormwater
National Category
Water Engineering Analytical Chemistry Other Environmental Engineering
Identifiers
urn:nbn:se:kth:diva-318239 (URN)10.2166/wpt.2022.091 (DOI)000847040300007 ()2-s2.0-85137063503 (Scopus ID)
Note

QC 20220920

Available from: 2022-09-20 Created: 2022-09-20 Last updated: 2022-09-20Bibliographically approved
Hamisi, R., Renman, A., Renman, G., Wörman, A. & Thunvik, R. (2022). Long-term phosphorus sorption and leaching in sand filters for onsite treatment systems. Science of the Total Environment, 833, 155254-155254, Article ID 155254.
Open this publication in new window or tab >>Long-term phosphorus sorption and leaching in sand filters for onsite treatment systems
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2022 (English)In: Science of the Total Environment, ISSN 0048-9697, E-ISSN 1879-1026, Vol. 833, p. 155254-155254, article id 155254Article in journal (Refereed) Published
Abstract [en]

The sorption capacities of sand filters used for onsite wastewater treatment and their associated risks of phosphorus (P) leaching on contact with rainwater were investigated in column experiments and with modelling tool for over 300 days. Columns packed with sand were exposed to real domestic wastewater of different characteristics and hydraulic loading modes. The wastewater fed into the columns was effluent collected from three different treatment units in the field: a septic tank (ST), biofiltration tank (BF) and Polonite® filter bag (PO). The risk of P leaching to groundwater and surface water was also assessed, by exposing the same sand columns to natural rainwater. Overall results indicated that sand soils can exhibit different adsorption and desorption capacities for electrical conductivity (EC), Total-P, phosphate-P and total suspended solids, depending on the characteristics of influent wastewater, loading rate and total operation time. The removal efficiencies of the sand columns increased in the order ST (98.16 %) > PO (93.36%) > BF (81.57%) for PO4-P and slightly decreased ST (97.11 %) > PO (92.06%) > BF (76.76%) for Total-P columns. All sand columns loaded with actual wastewater solutions from septic tanks and biofiltration tank have demonstrated high risks of phosphorus leaching (> 99.99%) to the groundwater. The modelling was successful captured behavior of EC tracer and adsorption of PO4-P with acceptable prediction uncertainty in the PO < 8% columns. The modelling results indicated that the decrease of loading rate from 83.3 mL d-1 to 20.83 mL d-1 led to an average increase of removal efficiency and prolong operational lifetime and mass of adsorbed Total-P in the sand soil. This study concludes that sand is a valuable filter medium at low loading rate for phosphorus removal in full-scale operations of onsite treatment systems, however very vulnerable for leaching P when in contact with rainwater.

Place, publisher, year, edition, pages
Elsevier BV, 2022
Keywords
Adsorption, Constructed wetlands, Leaching, Phosphorus, Sand column
National Category
Water Engineering
Identifiers
urn:nbn:se:kth:diva-314693 (URN)10.1016/j.scitotenv.2022.155254 (DOI)000804051000010 ()35429567 (PubMedID)2-s2.0-85129186836 (Scopus ID)
Note

QC 20220627

Available from: 2022-06-22 Created: 2022-06-22 Last updated: 2022-10-24Bibliographically approved
Hamisi, R., Renman, A., Renman, G., Wörman, A. & Thunvik, R. (2022). Performance of a tidal flow constructed wetland used for post-treatment of on-site wastewater in cold climate. Journal of Water Process Engineering, 47, Article ID 102679.
Open this publication in new window or tab >>Performance of a tidal flow constructed wetland used for post-treatment of on-site wastewater in cold climate
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2022 (English)In: Journal of Water Process Engineering, E-ISSN 2214-7144, Vol. 47, article id 102679Article in journal (Refereed) Published
Abstract [en]

The performance of a tidal flow constructed wetland (TFCW) following wastewater treatment in a package plant designed for two households was studied in a nine-month field trial and its design evaluated through process modelling and pumping tests. The TFCW is operated by filling and draining periods lasting five to nine days, depending on wastewater production by users. The effects of passive aeration, temperature, influent concentration of nutrients and bacteria as well as hydraulic loading on the treatment efficacy of the TFCW system were studied. Results showed that the TFCW system removed ammonium-nitrogen (NH4-N, 76%), phosphate -phosphorus (PO4-P, 56%), total inorganic nitrogen (TIN, 28%) and reduced water pH by15%. The removal efficiency of TIN was significantly improved in the summer (> 50%). The average influent concentration of total phosphorus (TP) was low after the preceding package plant treatment (1.12 mg L-1), but the TFCW showed ability to further reduce TP to the average concentration of 0.57 mg L-1. A coupled reactive transport model was developed in the COMSOL Multiphysics (R) 5.6 software to predict processes of water flow and was validated against the actual data from the field. The modelling exhibited a satisfactory prediction accuracy and capability to capture behavior of effluent PO4-P, NH4-N and dissolved oxygen concentration. Moreover, modelling processes helped to understand the defects of water flow and adsorption processes within the treatment wetland.

Place, publisher, year, edition, pages
Elsevier BV, 2022
Keywords
Nitrogen, Phosphorus, Porous media, Reactive-transport modelling, Wetland design
National Category
Water Engineering
Identifiers
urn:nbn:se:kth:diva-311892 (URN)10.1016/j.jwpe.2022.102679 (DOI)000781729200004 ()2-s2.0-85125500683 (Scopus ID)
Note

QC 20220506

Available from: 2022-05-06 Created: 2022-05-06 Last updated: 2023-08-25Bibliographically approved
Renman, A. & Renman, G. (2022). Removal of Phosphorus from Hypolimnetic Lake Water by Reactive Filter Material in a Recirculating System—Laboratory Trial. Water, 14(5), Article ID 819.
Open this publication in new window or tab >>Removal of Phosphorus from Hypolimnetic Lake Water by Reactive Filter Material in a Recirculating System—Laboratory Trial
2022 (English)In: Water, E-ISSN 2073-4441, Vol. 14, no 5, article id 819Article in journal (Refereed) Published
Abstract [en]

A toolbox of methods must be available for the remediation of lakes and water bodies suffering from eutrophication. One method suggested is hypolimnetic withdrawal based on a closed-circuit system. Prior to the start of a pilot-scale test at Lake Hönsan, Sweden, a laboratory trial with containers filled with water and bottom sediment from this lake was performed. A peristaltic pump distributed equal bottom water volume to four columns, two filled with glass beads and two with the filter material Polonite, and then back to the surface of the containers. The reactive filter medium (RFM) removed phosphate (PO4-P) efficiently (98.6%), despite the relatively low influent concentration (390 µg L−1). The control column filled with glass beads, removed 2.9% of the PO4-P. The anoxic sediment, containing 2.47 mg P g−1, released PO4-P, which was indicated by the increased concentration in near-bottom water. The redirected water after RFM filtration had high pH (x¯=11.1); however, an equalization took place in the water mass to a lower but still increased pH value  (x¯=8.7) compared to the control  (x¯=7.02). This article reports the pros and cons of a full-scale system using the proposed method.

Place, publisher, year, edition, pages
Basel, Switzerland: MDPI, 2022
Keywords
eutrophication, lake remediation, hypolimnion, phosphorus capture
National Category
Oceanography, Hydrology and Water Resources
Research subject
Land and Water Resources Engineering
Identifiers
urn:nbn:se:kth:diva-311332 (URN)10.3390/w14050819 (DOI)000773819900001 ()2-s2.0-85126338967 (Scopus ID)
Projects
WIN4LAKE and PROMOTE
Funder
J. Gust. Richert stiftelse, 2020-00651
Note

QC 20220425

Available from: 2022-04-21 Created: 2022-04-21 Last updated: 2023-08-28Bibliographically approved
Rodriguez Gomez, R., Renman, A., Mahmoudzadeh, B. & Renman, G. (2021). Copper and Zinc Removal Efficiency of Two Reactive Filter Media Treating Motorway Runoff-Model for Service Life Estimation. Water, 13(18), Article ID 2592.
Open this publication in new window or tab >>Copper and Zinc Removal Efficiency of Two Reactive Filter Media Treating Motorway Runoff-Model for Service Life Estimation
2021 (English)In: Water, E-ISSN 2073-4441, Vol. 13, no 18, article id 2592Article in journal (Refereed) Published
Abstract [en]

The predominant techniques used for road runoff treatment are sedimentation and filtration. In filtration systems, the ability of the media to adsorb the contaminants is a finite process. Consequently, construction, operation and maintenance managers of such systems should know in advance the service life, i.e., when the used medium should be replaced, and associated costs of operation and maintenance. A batch experiment followed by a packed bed reactor (PBR) experiment addressed the kinetics of the studied media argon oxygen decarburization slag (AOD) and Polonite, followed by the development of a 1D-model to describe the change of concentration of Cu and Zn within time. The batch test results showed that Cu and Zn adsorption followed the Freundlich isotherms for AOD and Polonite. Those results coupled with the linear driving force model and the developed model resulted in good agreement between the PBR results and the simulation. The model was capable to predict (i), the service life at the hydraulic load of 0.18 m/h for AOD (Cu: 395 d; Zn: 479 d) and Polonite (Cu: 445 d; Zn: 910 d), to show (ii) the profile concentration in the PBR within time and the gradient of the concentration along the height of the reactor.

Place, publisher, year, edition, pages
MDPI AG, 2021
Keywords
1D-model, AOD, packed bed reactor, Polonite, stormwater, simulation
National Category
Environmental Sciences Water Engineering
Identifiers
urn:nbn:se:kth:diva-303548 (URN)10.3390/w13182592 (DOI)000701519000001 ()2-s2.0-85115384132 (Scopus ID)
Note

QC 20211018

Available from: 2021-10-18 Created: 2021-10-18 Last updated: 2023-08-28Bibliographically approved
Wikström, J., Bonaglia, S., Ramo, R., Renman, G., Walve, J., Hedberg, J. & Gunnarsson, J. S. (2021). Sediment Remediation with New Composite Sorbent Amendments to Sequester Phosphorus, Organic Contaminants, and Metals. Environmental Science and Technology, 55(17), 11937-11947
Open this publication in new window or tab >>Sediment Remediation with New Composite Sorbent Amendments to Sequester Phosphorus, Organic Contaminants, and Metals
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2021 (English)In: Environmental Science and Technology, ISSN 0013-936X, E-ISSN 1520-5851, Vol. 55, no 17, p. 11937-11947Article in journal (Refereed) Published
Abstract [en]

This study tested two sediment amendments with active sorbents: injection of aluminum (Al) into sediments and thin-layer capping with Polonite (calcium-silicate), with and without the addition of activated carbon (AC), for their simultaneous sequestration of sediment phosphorus (P), hydrophobic organic contaminants (HOCs), and metals. Sediment cores were collected from a eutrophic and polluted brackish water bay in Sweden and incubated in the laboratory to measure sediment-to-water contaminant release and effects on biogeochemical processes. We used diffusive gradients in thin-film passive samplers for metals and semi-permeable membrane devices for the HOC polychlorinated biphenyls and polycyclic aromatic hydrocarbons. Al injection into anoxic sediments completely stopped the release of P and reduced the release of cadmium (Cd, -97%) and zinc (Zn, -95%) but increased the sediment fluxes of PAH (+49%), compared to the untreated sediment. Polonite mixed with AC reduced the release of P (-70%), Cd (-67%), and Zn (-89%) but increased methane (CH4) release. Adding AC to the Al or Polonite reduced the release of HOCs by 40% in both treatments. These results not only demonstrate the potential of innovative remediation techniques using composite sorbent amendments but also highlight the need to assess possible ecological side effects on, for example, sedimentary microbial processes.

Place, publisher, year, edition, pages
American Chemical Society (ACS), 2021
Keywords
in situ sorbent amendment, thin-layer capping, eutrophication, metal contamination, HOC contamination, biogeochemical cycles, methanogenesis
National Category
Environmental Sciences
Identifiers
urn:nbn:se:kth:diva-302672 (URN)10.1021/acs.est.1c02308 (DOI)000695530700048 ()34435488 (PubMedID)2-s2.0-85114621207 (Scopus ID)
Note

QC 20210929

Available from: 2021-09-29 Created: 2021-09-29 Last updated: 2022-06-25Bibliographically approved
Organisations
Identifiers
ORCID iD: ORCID iD iconorcid.org/0000-0001-6617-4001

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