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Kozyatnyk, I., Benavente, V., Weidemann, E. & Jansson, S. (2025). Adsorption of organic contaminants of emerging concern using microalgae-derived hydrochars. Scientific Reports, 15(1), Article ID 9059.
Open this publication in new window or tab >>Adsorption of organic contaminants of emerging concern using microalgae-derived hydrochars
2025 (English)In: Scientific Reports, E-ISSN 2045-2322, Vol. 15, no 1, article id 9059Article in journal (Refereed) Published
Abstract [en]

This study explored the adsorption capacity of hydrochars derived from a strain of microalgae biomass native to northern Sweden for contaminants of emerging concern (CECs) such as caffeine, chloramphenicol, trimethoprim, carbamazepine, bisphenol A, diclofenac, and triclosan. The findings indicate that the surface functionality of the microalgae-derived hydrochars – a blend of alkane/alkene and aromatic structures, coupled with different oxygen-containing functional groups (hydroxyl, carboxyl, and lactone) – significantly influenced the adsorption of the contaminants. The alkane/alkene and aromatic structures increased with increasing hydrothermal treatment temperature, while the oxygen- and nitrogen-containing groups diminished. Bisphenol A and triclosan, which were the compounds with the highest distribution coefficients, displayed improved adsorption on the hydrochars. The study measured peak adsorption values for the hydrochars processed at 180 °C, which achieved adsorption levels of 25.8 mg g− 1 for bisphenol A and 58.8 mg g− 1 for triclosan. The hydrochars produced using lower carbonisation temperatures (180 and 220 °C) exhibited enhanced adsorption of positively charged molecules such as trimethoprim, which was attributed to the increased presence of negatively charged oxygen-containing functional groups. Contrastingly, negatively charged molecules such as diclofenac and chloramphenicol demonstrated either low adsorption (2.5 mg g− 1 for chloramphenicol on hydrochar prepared at 180 °C) or no adsorption (diclofenac) due to repulsion by the negatively charged functional groups on the surface of the hydrochars.

Place, publisher, year, edition, pages
Springer Nature, 2025
Keywords
Emerging contaminants, Hydrothermal carbonisation, Microalgae, Organic pollutants, Pharmaceuticals, Wastewater remediation
National Category
Other Chemistry Topics
Identifiers
urn:nbn:se:umu:diva-237175 (URN)10.1038/s41598-025-92717-y (DOI)001446949700022 ()40097496 (PubMedID)2-s2.0-105000247582 (Scopus ID)
Funder
Vinnova, 2017–03301Swedish Research Council Formas, 2018−00532
Available from: 2025-04-10 Created: 2025-04-10 Last updated: 2025-04-10Bibliographically approved
Samghouli, N., Bencheikh, I., Azoulay, K., Jansson, S. & El Hajjaji, S. (2025). Mechanistic and reactional activation study of carbons destined for emerging pharmaceutical pollutant adsorption. Environmental Monitoring & Assessment, 197(3), Article ID 259.
Open this publication in new window or tab >>Mechanistic and reactional activation study of carbons destined for emerging pharmaceutical pollutant adsorption
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2025 (English)In: Environmental Monitoring & Assessment, ISSN 0167-6369, E-ISSN 1573-2959, Vol. 197, no 3, article id 259Article, review/survey (Refereed) Published
Abstract [en]

In this review, several factors have been collected from previous studies on emerging pharmaceutical pollutant adsorption to explain and describe the mechanisms and determine the reactions involved: X-ray Photoelectron Spectroscopy (XPS), Fourier Transform Infrared Spectroscopy (FTIR), and the Boehm titration are the most used characterization techniques to determine activated carbons’ surface functional groups. Some studies have confirmed that the specific surface area and the pore structure are not more important than the functional groups present in the adsorbent surface to explain the amount of adsorption obtained and to describe correctly the interaction between the adsorbent-adsorbate. After the analysis of several studies, we concluded that to have good adsorption, it is necessary to choose the right treatment with the right activating agent to obtain the appropriate functions that will enhance the adsorption process. In addition, the functions that can react with the pharmaceutical pollutants are the oxygenated functions such as hydroxyl function, carboxylic function, and carbonyl function.

Place, publisher, year, edition, pages
Springer Nature, 2025
Keywords
Activated carbon, Adsorption, Chemical treatment, Emerging pharmaceutical pollutants, Mechanism, Physical treatment, Surface functional groups
National Category
Environmental Sciences Pharmacology and Toxicology Chemical Sciences
Identifiers
urn:nbn:se:umu:diva-235976 (URN)10.1007/s10661-025-13685-4 (DOI)001418725500004 ()39928232 (PubMedID)2-s2.0-85218211509 (Scopus ID)
Funder
Swedish Research Council, 2018–03476
Available from: 2025-03-05 Created: 2025-03-05 Last updated: 2025-03-05Bibliographically approved
Upadhyayula, V. K., Yacout, D., Latham, K. G., Jansson, S., Rova, U., Christakopoulos, P. & Matsakas, L. (2025). Organosolv lignin carbon fibers and their prospective application in wind turbine blades: An environmental performance assessment. Journal of Cleaner Production, 491, Article ID 144825.
Open this publication in new window or tab >>Organosolv lignin carbon fibers and their prospective application in wind turbine blades: An environmental performance assessment
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2025 (English)In: Journal of Cleaner Production, ISSN 0959-6526, E-ISSN 1879-1786, Vol. 491, article id 144825Article in journal (Refereed) Published
Abstract [en]

Lignin is a potential sustainable alternative to polyacrylonitrile (PAN) precursor for the production of carbon fibers. The high purity lignin extracted from residual forest biomass via organosolv process undergoes stabilization and carbonization treatment to produce carbon fibers. Recent developments suggest the potential of producing organosolv lignin carbon fibers (OLCF) with competing mechanical properties similar to PAN carbon fibers. This is likely to enable the use of OLCF in structurally demanding applications such as wind turbine blades. In this work, a life cycle assessment (LCA) is performed with a threefold objective. First, the environmental footprint of OLCF is quantified and results are compared with PAN-CF produced in Sweden and elsewhere in Europe i.e., electricity demands met by European average electrical grid (RER). Second, the environmental performance of OLCF reinforced wind turbine blades (referred as BIOMAT) to be installed in 0.8 MW capacity is evaluated against incumbent variants: glass fiber turbine blade (GFTB), PAN-CF based turbine blades manufactured in Sweden (CFTB-SE), and other parts of Europe (CFTB-RER). Finally, the total environmental externality costs (EEC) of these blades and corresponding lifetime electricity generation when they are installed in 0.8 MW capacity wind turbine blade are calculated. Our results indicate that the environmental impacts of OLCF are lower by 71–94% than PAN-CF-RER in nine, and lower by 43–90% than PAN-CF-SE in six out of ten impact categories quantified respectively. BIOMAT blades also have better overall environmental performance than existing blade variants and particularly lucrative because of their negative total climate change impact. The total EEC of BIOMAT blades is 74%, 83% and 88% lower than GFTB, CFTB-SE and CFTB-RER respectively. Correspondingly, the total EEC of lifetime electricity generated by wind turbine equipped with BIOMAT blades is 11%, 17% and 23% lower than the respective blade variants.

Place, publisher, year, edition, pages
Elsevier, 2025
Keywords
Carbon fibers, Environmental benefits to investment ratio, Environmental externality costs, Environmental impact, Organosolv lignin, Wind turbine blades
National Category
Energy Systems Energy Engineering
Identifiers
urn:nbn:se:umu:diva-234894 (URN)10.1016/j.jclepro.2025.144825 (DOI)001413639200001 ()2-s2.0-85215856768 (Scopus ID)
Funder
Swedish Research Council Formas, 2016-20022
Available from: 2025-02-11 Created: 2025-02-11 Last updated: 2025-04-24Bibliographically approved
Aveling, A., Latham, K. G., Weidemann, E. & Jansson, S. (2025). Temperature and agitation are highly influential on yield and monodispersity of self-generated carbon (SGC) formed in hydrothermal carbonization filtrate. ACS Environmental Au (4), 387-394
Open this publication in new window or tab >>Temperature and agitation are highly influential on yield and monodispersity of self-generated carbon (SGC) formed in hydrothermal carbonization filtrate
2025 (English)In: ACS Environmental Au, E-ISSN 2694-2518, no 4, p. 387-394Article in journal (Refereed) Published
Abstract [en]

Hydrothermal carbonization (HTC) offers significant potential for converting residual waste streams into advanced carbon materials with diverse applications. However, a key challenge in scaling up HTC is managing the large volumes of organic-rich filtrate produced during the process. Through a resting process, the filtrate can be repurposed to produce self-generated carbon (SGC). The spontaneously formed SGC exhibited a spherical morphology and low ash content, even when derived from complex, ash-rich precursors such as anaerobic digestate. SGC production from HTC filtrate may open up a new valorization route for industrial and municipal side-streams. In this study, we investigate how temperature, time, and agitation influence SGC yield, morphology, and particle size distribution. The cumulative yield was measured at intervals (days 2, 5, 7, 9, 26). The average cumulative yield after 26 days increased by 102 % at 50 °C compared to 20 °C, but decreased by 42 % at 4 °C. Agitated samples had the highest yield, increasing by over 260 % at 20 °C. The products showed variations in morphology and size distribution, with agitated samples producing more uniform and smaller particles. SEM imaging indicated a distinct product at 4 °C, with no visible spherical material being generated. Our results imply that changes in temperature and agitation are highly influential in the formation of SGC and may be used in optimizing product yield, sphere size and uniformity. The consistent formation rate over the 26-day period suggests that extending the experimental duration could further increase material yield. This is supported by mass balance calculations.

Place, publisher, year, edition, pages
American Chemical Society (ACS), 2025
Keywords
aqueous co-product, carbon materials, carbon nano/microspheres, hydrothermal carbonization, post-hydrothermal wastewater
National Category
Other Chemistry Topics
Identifiers
urn:nbn:se:umu:diva-238976 (URN)10.1021/acsenvironau.4c00150 (DOI)001485364900001 ()2-s2.0-105004690847 (Scopus ID)
Funder
Swedish Research Council Formas, 2021-00745Bio4Energy
Available from: 2025-05-19 Created: 2025-05-19 Last updated: 2026-06-30Bibliographically approved
Benavente, V., Pérez, C. & Jansson, S. (2024). Co-hydrothermal carbonization of microalgae and digested sewage sludge: Assessing the impact of mixing ratios on the composition of primary and secondary char. Waste Management, 174, 429-438
Open this publication in new window or tab >>Co-hydrothermal carbonization of microalgae and digested sewage sludge: Assessing the impact of mixing ratios on the composition of primary and secondary char
2024 (English)In: Waste Management, ISSN 0956-053X, E-ISSN 1879-2456, Vol. 174, p. 429-438Article in journal (Refereed) Published
Abstract [en]

The role of microalgae cultivation in wastewater treatment and reclamation has been studied extensively, as has the potential utility of the resulting algal biomass. Most methods for processing such biomass generate solid residues that must be properly managed to comply with current sustainable resource utilization requirements. Hydrothermal carbonization (HTC) can be used to process both individual wet feedstocks and mixed feedstocks (i.e., co-HTC). Here, we investigate co-HTC using microalgae and digested sewage sludge as feedstocks. The objectives were to (i) study the material's partitioning into solid and liquid products, and (ii) characterize the products’ physicochemical properties. Co-HTC experiments were conducted at 180–250°C using mixed microalgae/sewage sludge feedstocks with the proportion of sewage sludge ranging from 0 to 100 %. Analyses of the hydrochar composition and the formation and composition of secondary char revealed that the content of carbonized material in the product decreased as the proportion of sewage sludge in the feedstock increased under fixed carbonization conditions. The properties of the hydrochars and the partitioning of material between the liquid phase and the hydrochar correlated linearly with the proportion of microalgae in mixed feedstocks, indicating that adding sewage sludge to microalgae had weak or non-existent synergistic effects on co-HTC outcomes. However, the proportion of sewage sludge in the feedstock did affect the secondary char. For example, adding sewage sludge reduced the abundance of carboxylic acids and ketones as well as the concentrations of higher molecular weight cholesterols. Such changes may alter the viable applications of the hydrochar.

Place, publisher, year, edition, pages
Elsevier, 2024
Keywords
Chemical composition, Co-HTC, Hydrochar, Mixed feedstocks, Thermogravimetric analysis, Wastewater treatment by-products
National Category
Other Chemistry Topics
Identifiers
urn:nbn:se:umu:diva-218868 (URN)10.1016/j.wasman.2023.11.039 (DOI)001137954300001 ()38104415 (PubMedID)2-s2.0-85180417079 (Scopus ID)
Funder
Bio4Energy
Available from: 2024-01-05 Created: 2024-01-05 Last updated: 2025-04-24Bibliographically approved
Björklund, S., Carlund, A., Weidemann, E. & Jansson, S. (2024). Occurrence and mass flow rate of PFAS in a Waste-to-Energy water treatment process. Waste Management, 190, 169-173
Open this publication in new window or tab >>Occurrence and mass flow rate of PFAS in a Waste-to-Energy water treatment process
2024 (English)In: Waste Management, ISSN 0956-053X, E-ISSN 1879-2456, Vol. 190, p. 169-173Article in journal (Refereed) Published
Abstract [en]

This study investigated the fate of per- and polyfluoroalkyl substances (PFAS) in the in-house process-water treatment (PWT) of a 65 MW Waste-to-Energy (WtE) plant. PFAS are used in a wide variety of applications, but are persistent and will end up in waste streams when products reach the end of their lives. The study aimed to identify the pathway of PFAS from flue-gas treatment to the PWT, and to assess the efficiency of the PWT in removing PFAS. Sampling was conducted over five days at five different locations in the PWT. Nine of the eleven target PFAS were detected in at least one sample. The total concentration of PFAS exhibited day-to-day variations, likely caused by fluctuations in the composition of the waste fuel. The highest average PFAS concentration was observed in foam, and was around 130 times that found in the treated water. However, the mass flow of PFAS in the foam was substantially lower, on average 20 times, than that in the treated water. It was found that the condensate scrubber acts as a PFAS transfer step, carrying over certain PFAS from the flue gases into the condensate and PWT. The mass flow rate of PFAS in the PWT after the addition of condensate was six times that before the addition. The study concludes that, while there are some key changes that could be made to enhance the PFAS removal capacity of the in-house PWT, in its current configuration the PWT is not able to efficiently remove PFAS from process-water.

Place, publisher, year, edition, pages
Elsevier, 2024
Keywords
Industrial water treatment, Municipal solid waste, Per- and polyfluoroalkyl substances, Waste incineration, WtE
National Category
Environmental Sciences
Identifiers
urn:nbn:se:umu:diva-230150 (URN)10.1016/j.wasman.2024.09.020 (DOI)001325162600001 ()39326065 (PubMedID)2-s2.0-85204726304 (Scopus ID)
Available from: 2024-10-09 Created: 2024-10-09 Last updated: 2024-10-09Bibliographically approved
Björklund, S., Weidemann, E. & Jansson, S. (2023). Emission of per- and polyfluoroalkyl substances from a waste-to-energy plant-occurrence in ashes, treated process water, and first observation in flue gas. Environmental Science and Technology, 57(27), 10089-10095
Open this publication in new window or tab >>Emission of per- and polyfluoroalkyl substances from a waste-to-energy plant-occurrence in ashes, treated process water, and first observation in flue gas
2023 (English)In: Environmental Science and Technology, ISSN 0013-936X, E-ISSN 1520-5851, Vol. 57, no 27, p. 10089-10095Article in journal (Refereed) Published
Abstract [en]

Per- and polyfluoroalkyl substances (PFASs) are a large group of compounds commonly used as industrial chemicals and constituents of consumer products, e.g., as surfactants and surface protectors. When products containing PFASs reach their end of life, some end up in waste streams sent to waste-to-energy (WtE) plants. However, the fate of PFASs in WtE processes is largely unknown, as is their potential to enter the environment via ash, gypsum, treated process water, and flue gas. This study forms part of a comprehensive investigation of the occurrence and distribution of PFASs in WtE residues. Sampling was performed during incineration of two different waste mixes: normal municipal solid waste incineration (MSWI) and incineration of a waste mix with 5-8 wt % sewage sludge added to the MSWI (referred to as Sludge:MSWI). PFASs were identified in all examined residues, with short-chain (C4-C7) perfluorocarboxylic acids being the most abundant. Total levels of extractable PFASs were higher during Sludge:MSWI than during MSWI, with the total annual release estimated to be 47 and 13 g, respectively. Furthermore, PFASs were detected in flue gas for the first time (4.0-5.6 ng m-3). Our results demonstrate that some PFASs are not fully degraded by the high temperatures during WtE conversion and can be emitted from the plant via ash, gypsum, treated process water, and flue gas.

Place, publisher, year, edition, pages
American Chemical Society (ACS), 2023
Keywords
bottom ash, fly ash, municipal solid waste, PFASs, waste incineration
National Category
Environmental Sciences
Identifiers
urn:nbn:se:umu:diva-212120 (URN)10.1021/acs.est.2c08960 (DOI)001011676500001 ()37319344 (PubMedID)2-s2.0-85163848986 (Scopus ID)
Funder
Bio4Energy
Available from: 2023-07-17 Created: 2023-07-17 Last updated: 2024-09-03Bibliographically approved
Oesterle, P., Gallampois, C. & Jansson, S. (2023). Fate of trimethoprim, sulfamethoxazole and caffeine after hydrothermal regeneration of activated carbon. Journal of Cleaner Production, 421, Article ID 139477.
Open this publication in new window or tab >>Fate of trimethoprim, sulfamethoxazole and caffeine after hydrothermal regeneration of activated carbon
2023 (English)In: Journal of Cleaner Production, ISSN 0959-6526, E-ISSN 1879-1786, Vol. 421, article id 139477Article in journal (Refereed) Published
Abstract [en]

Emerging contaminants are found in all parts of our environment. Adsorption of these contaminants by activated carbon in water treatment plants is well-known; however, a problem resides in the handling of the spent adsorbents. As current regenerative technologies are expensive, the adsorbents are often destructed or landfilled. Here, we examine a novel regeneration method for the used adsorbents with subcritical water – i.e., hydrothermal treatment. The degradation of three well-known emerging contaminants – caffeine, trimethoprim and sulfamethoxazole – was studied with regard to processing temperature (160–280 °C), concentration (2 and 20 mg/L), and the impact of adsorbents. In addition to trimethoprim in the mix at 20 mg/L, the other contaminants were entirely degraded at 280 °C. To obtain insight into transformation products formed during hydrothermal regeneration, we performed non-target and targeted analyses with LC-MS-QTOF using two types of columns, C18 and ZIC-HILIC. This approach ensured a wide range of hydrophilicities. Results showed more transformation products for trimethoprim (20) compared to sulfamethoxazole and caffeine (4). To assess the regeneration efficiencies of the activated carbons, we conducted three cycles of regeneration at 280 °C and between 61 and 120 % degradation was achieved. Moreover, only two transformation products were detected and readsorbed on the adsorbent after regeneration. Hydrothermal regeneration efficiently degraded the target emerging contaminants, suggesting a potential approach for enabling alternative, sequential uses for regenerated activated carbon.

Place, publisher, year, edition, pages
Elsevier, 2023
Keywords
Non-target analysis, Adsorption, Emerging contaminants, Hydrochar, Transformation products, HTC
National Category
Analytical Chemistry
Research subject
Analytical Chemistry
Identifiers
urn:nbn:se:umu:diva-215195 (URN)10.1016/j.jclepro.2023.139477 (DOI)001107107300001 ()2-s2.0-85175552036 (Scopus ID)
Funder
Bio4EnergyUmeå University
Note

Originally included in thesis in manuscript form. 

Available from: 2023-10-11 Created: 2023-10-11 Last updated: 2025-04-24Bibliographically approved
Wurzer, C., Oesterle, P., Jansson, S. & Mašek, O. (2023). Hydrothermal recycling of carbon absorbents loaded with emerging wastewater contaminants. Environmental Pollution, 316, Article ID 120532.
Open this publication in new window or tab >>Hydrothermal recycling of carbon absorbents loaded with emerging wastewater contaminants
2023 (English)In: Environmental Pollution, ISSN 0269-7491, E-ISSN 1873-6424, Vol. 316, article id 120532Article in journal (Refereed) Published
Abstract [en]

Adsorption using carbon materials is one of the most efficient techniques for removal of emerging contaminants such as pharmaceuticals from wastewater. However, high costs are a major hurdle for their large-scale application in areas currently under economic constraints. While most research focuses on decreasing the adsorbent price by increasing its capacity, treatment costs for exhausted adsorbents and their respective end-of-life scenarios are often neglected. Here, we assessed a novel technique for recycling of exhausted activated biochars based on hydrothermal treatment at temperatures of 160–320 °C. While a treatment temperature of 280 °C was sufficient to fully degrade all 10 evaluated pharmaceuticals in solution, when adsorbed on activated biochars certain compounds were shielded and could not be fully decomposed even at the highest treatment temperature tested. However, the use of engineered biochar doped with Fe-species successfully increased the treatment efficiency, resulting in full degradation of all 10 parent compounds at 320 °C. The proposed recycling technique showed a high carbon retention in biochar with only minor losses, making the treatment a viable candidate for environmentally sound recycling of biochars. Recycled biochars displayed potentially beneficial structural changes ranging from an increased mesoporosity to additional oxygen bearing functional groups, providing synergies for subsequent applications as part of a sequential biochar system.

Place, publisher, year, edition, pages
Elsevier, 2023
Keywords
Activated carbon, Adsorbent recycling, Engineered biochar, Iron doping, Pharmaceuticals
National Category
Environmental Sciences
Identifiers
urn:nbn:se:umu:diva-201190 (URN)10.1016/j.envpol.2022.120532 (DOI)000881796100006 ()36323358 (PubMedID)2-s2.0-85141254154 (Scopus ID)
Funder
EU, Horizon 2020
Available from: 2022-12-06 Created: 2022-12-06 Last updated: 2023-10-11Bibliographically approved
Kozyatnyk, I., Benavente, V., Weidemann, E., Gentili, F. G. & Jansson, S. (2023). Influence of hydrothermal carbonization conditions on the porosity, functionality, and sorption properties of microalgae hydrochars. Scientific Reports, 13(1), Article ID 8562.
Open this publication in new window or tab >>Influence of hydrothermal carbonization conditions on the porosity, functionality, and sorption properties of microalgae hydrochars
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2023 (English)In: Scientific Reports, E-ISSN 2045-2322, Vol. 13, no 1, article id 8562Article in journal (Refereed) Published
Abstract [en]

Green microalgae is a possible feedstock for the production of biofuels, chemicals, food/feed, and medical products. Large-scale microalgae production requires large quantities of water and nutrients, directing the attention to wastewater as a cultivation medium. Wastewater-cultivated microalgae could via wet thermochemical conversion be valorised into products for e.g., water treatment. In this study, hydrothermal carbonization was used to process microalgae polycultures grown in municipal wastewater. The objective was to perform a systematic examination of how carbonization temperature, residence time, and initial pH affected solid yield, composition, and properties. Carbonization temperature, time and initial pH all had statistically significant effects on hydrochar properties, with temperature having the most pronounced effect; the surface area increased from 8.5 to 43.6 m2 g−1 as temperature was increased from 180 to 260 °C. However, hydrochars produced at low temperature and initially neutral pH generally had the highest capacity for methylene blue adsorption. DRIFTS analysis of the hydrochar revealed that the pH conditions changed the functional group composition, implying that adsorption was electrostatic interactions driven. This study concludes that un-activated hydrochars from wastewater grown microalgae produced at relatively low hydrothermal carbonization temperatures adsorb methylene blue, despite having low surface area.

Place, publisher, year, edition, pages
Springer Nature, 2023
National Category
Other Chemistry Topics Oceanography, Hydrology and Water Resources
Identifiers
urn:nbn:se:umu:diva-209193 (URN)10.1038/s41598-023-35331-0 (DOI)001001070500058 ()37236976 (PubMedID)2-s2.0-85160380355 (Scopus ID)
Funder
Vinnova, 2017-0330Swedish Research Council Formas, 2018-00532Bio4Energy
Available from: 2023-06-12 Created: 2023-06-12 Last updated: 2023-09-05Bibliographically approved
Projects
Minimization of organic pollutants in the co-combustion of bio-fuels with rest products from pulp and paper industry. [2008-2170_Formas]; Umeå UniversityIn situ remediation of contaminated soil using EZVI (Emulsified Zero-Valent Iron) [2015-04813_Vinnova]; Umeå UniversityCapture and immobilization of pollutants in wastewater in Africa using biochar from local crop residues [2015-03344_VR]; Umeå UniversityThermal treatment and sanitation of waste to yield chars and gaseous fuels [2016-04107_Vinnova]; Umeå UniversityWastewater reuse in countries with high water stress - challenges and opportunities [2018-03476_VR]; Umeå University
Organisations
Identifiers
ORCID iD: ORCID iD iconorcid.org/0000-0001-7589-9653

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