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Lundgren, M., Hough, R. L., Beesley, L., Troldborg, M., Trakal, L., Moreno-Jimenez, E., . . . Augustsson, A. (2025). Modeling metal uptake by selected vegetables from urban soils in Europe: uncovering key soil factors using partial least squares regression (PLS-R). Human and Ecological Risk Assessment, 31(3-4), 434-458
Open this publication in new window or tab >>Modeling metal uptake by selected vegetables from urban soils in Europe: uncovering key soil factors using partial least squares regression (PLS-R)
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2025 (English)In: Human and Ecological Risk Assessment, ISSN 1080-7039, E-ISSN 1549-7860, Vol. 31, no 3-4, p. 434-458Article in journal (Refereed) Published
Abstract [en]

Partial Least Squares Regression (PLS-R) was introduced as a method for modeling the uptake of six potentially toxic elements (PTEs)- Ba, Cd, Cu, Ni, Pb, and Zn- by lettuce, chard, and carrot. Data were obtained from a pot experiment where these crops were cultivated in urban soils of various characteristics. The models consider soil concentrations of PTE, Al, Ca, Fe, K, Mg, Mn, Na, P, S and pH, SOM, CEC, and soil texture as predictors. Initially, eighteen metal- and crop-specific models with all predictors were developed, using selectivity ratios (SRi) to identify influential variables for predicting PTE soil-to-crop transfer. Reduced models were then created using only predictors with high SRi. Key variables for predicting PTE soil-to-crop transfer included soil PTE concentration, pH, Fe and Mn soil concentrations, and soil texture. Out of eighteen models, sixteen were suitable for predicting correlations and assessing PTE accumulation in crops, while eight were accurate for quantitative predictions. This study shows that PLS-R is a robust method for modeling soil-to-crop transfer of metal contaminants, even with multicollinear predictors. PLS-R also helps identify key variables, providing insights into the mechanisms of PTE accumulation in crops, which is crucial for effective risk assessments.

Place, publisher, year, edition, pages
Taylor & Francis Group, 2025
Keywords
Urban gardening, metal contaminant soil-to-crop transfer, risk assessments, partial least squares regression (PLS-R), SDG 11: sustainable cities and communities
National Category
Environmental Sciences
Research subject
Natural Science, Environmental Science
Identifiers
urn:nbn:se:lnu:diva-137184 (URN)10.1080/10807039.2025.2464109 (DOI)001424105200001 ()2-s2.0-85219692893 (Scopus ID)
Available from: 2025-03-19 Created: 2025-03-19 Last updated: 2025-07-03Bibliographically approved
Cui, S., Lv, J., Hough, R., Fu, Q., Zhang, Z., Dong, X., . . . Li, Y.-F. (2024). Imidacloprid removal by modified graphitic biochar with Fe/Zn bimetallic oxides. Environmental Research, 258, Article ID 119444.
Open this publication in new window or tab >>Imidacloprid removal by modified graphitic biochar with Fe/Zn bimetallic oxides
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2024 (English)In: Environmental Research, ISSN 0013-9351, E-ISSN 1096-0953, Vol. 258, article id 119444Article in journal (Refereed) Published
Abstract [en]

Coping with the critical challenge of imidacloprid (IMI) contamination in sewage treatment and farmland drainage purification, this study presents a pioneering development of an advanced modified graphitic white melon seed shells biochar (Fe/Zn@WBC). The Fe/Zn@WBC demonstrates a substantial enhancement in adsorption efficiency for IMI, achieving a remarkable removal rate of 87.69% within 30 min and a significantly higher initial adsorption rate parameter h = 4.176 mg g(-1)center dot min(-1). This significant improvement outperforms WBC (12.22%, h = 0.115 mg g(-1)center dot min(-1) ) and highlights the influence of optimized adsorption conditions at 900 degrees C and the graphitization degree resulting from Fe/Zn bimetallic oxide modification. Characterization analysis and batch sorption experiments including kinetics, isotherms, thermodynamics and pH factors illustrate that chemical adsorption is the main type of adsorption mechanism responsible for this superior ability to remove IMI through pore filling, hydrogen bonding, hydrophobic interaction, electrostatics interaction, pi-pi interactions as well as complexation processes. Furthermore, we demonstrate exceptional stability of Fe/Zn@WBC across a broad pH range (pH = 3-11), co-existing ions presence along with humic acid under various real water conditions while maintaining high removal efficiency. This study presents an advanced biochar adsorbent, Fe/Zn@WBC, with efficient adsorption capacity and easy preparation. Through three regeneration cycles via pyrolysis method, it demonstrates excellent pyrolysis regeneration capabilities with an average removal efficiency of 92.02%. The magnetic properties enable rapid separation facilitated by magnetic analysis. By elucidating the efficacy and mechanistic foundations of Fe/Zn@WBC, this research significantly contributes to the field of environmental remediation by providing a scalable solution for IMI removal and enhancing scientific understanding of bimetallic oxides-hydrophilic organic pollutant interactions.

Place, publisher, year, edition, pages
Elsevier, 2024
Keywords
Imidacloprid, Bimetallic oxides, Biochar, pi-pi interactions, Adsorption
National Category
Environmental Sciences
Research subject
Natural Science, Environmental Science
Identifiers
urn:nbn:se:lnu:diva-132351 (URN)10.1016/j.envres.2024.119444 (DOI)001260789800001 ()38914251 (PubMedID)2-s2.0-85196710448 (Scopus ID)
Available from: 2024-09-10 Created: 2024-09-10 Last updated: 2024-09-12Bibliographically approved
Cui, S., Ke, Y., Fu, Q., Hough, R., Zhang, Z., Shen, Z., . . . Li, Y.-F. (2024). Optimization preparation of biochar from garden waste and quantitative analysis for Cd2+ adsorption mechanism in aqueous solution. Biomass Conversion and Biorefinery, 14(12), 12761-12773
Open this publication in new window or tab >>Optimization preparation of biochar from garden waste and quantitative analysis for Cd2+ adsorption mechanism in aqueous solution
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2024 (English)In: Biomass Conversion and Biorefinery, ISSN 2190-6815, E-ISSN 2190-6823, Vol. 14, no 12, p. 12761-12773Article in journal (Refereed) Published
Abstract [en]

To develop a market for biochar, it is imperative that solutions are found to producing biochars that are both high performance and economically viable. While biochar performance can be enhanced via chemical modification, it is likely that optimization of pyrolysis time and temperature is a more cost-effective approach to enhancing performance. This was explored via the transformation of urban garden waste into biochar using a range of preparation conditions (heating temperature, residence time, and heating rate). Biochar yield and Cd2+ adsorption performance were optimized using response surface methodology. The "best compromise" yield and Cd2+ adsorption performance (49.9% and 40.0 mg/g, respectively) of garden waste biochar were achieved using preparation conditions of 398 degrees C, 10 degrees C/min, and 30 min. In addition, the quantification of adsorption mechanisms suggested mineral precipitation, ion exchange, functional group complexation, and physical adsorption, accounted for 47.9%, 41.5%, 10.3%, and 0.3% of total adsorbed Cd2+ in biochar, respectively. Overall, transformation of garden waste into adsorbents might offer a new market for the utilization of urban garden waste, especially given the size of this waste stream and the challenges it presents to municipal administrations.

Place, publisher, year, edition, pages
Springer, 2024
Keywords
Biochar, Response surface methodology, Adsorption mechanisms, Cadmium
National Category
Environmental Sciences
Research subject
Natural Science, Environmental Science
Identifiers
urn:nbn:se:lnu:diva-132360 (URN)10.1007/s13399-022-03289-0 (DOI)000854707000001 ()2-s2.0-85138281539 (Scopus ID)
Available from: 2024-09-10 Created: 2024-09-10 Last updated: 2024-09-12Bibliographically approved
Cui, S., Lv, J., Hough, R., Fu, Q., An, L., Zhang, Z., . . . Li, Y.-F. (2024). Recent advances and prospects of neonicotinoid insecticides removal from aquatic environments using biochar: Adsorption and degradation mechanisms. Science of the Total Environment, 939, Article ID 173509.
Open this publication in new window or tab >>Recent advances and prospects of neonicotinoid insecticides removal from aquatic environments using biochar: Adsorption and degradation mechanisms
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2024 (English)In: Science of the Total Environment, ISSN 0048-9697, E-ISSN 1879-1026, Vol. 939, article id 173509Article in journal (Refereed) Published
Abstract [en]

In recent years, neonicotinoid insecticides (NNIs), representing a new era of pest control, have increasingly replaced traditional classes such as organophosphorus compounds, carbamates, and pyrethroids due to their precise targeting and broad-spectrum efficacy. However, the high water solubility of NNIs has led to their pervasion in aquatic ecosystems, raising concerns about potential risks to non-target organisms and human health. Therefore, there is an urgent need for research on remediating NNI contamination in aquatic environments. This study demonstrates that biochar, characterized by its extensive surface area, intricate pore structure, and high degree of aromaticity holds significant promise for removing NNIs from water. The highest reported adsorption capacity of biochar for NNIs stands at 738.0 mg center dot g(-1) with degradation efficiencies reaching up to 100.0 %. This review unveils that the interaction mechanisms between biochar and NNIs primarily involve pi-pi interactions, electrostatic interactions, pore filling, and hydrogen bonding. Additionally, biochar facilitates various degradation pathways including Fenton reactions, photocatalytic, persulfate oxidations, and biodegradation predominantly through radical (such as SO4 center dot-, (OH)-O-center dot, and O-center dot(2)-) as well as non-radical (such as O-1(2) and electrons transfer) processes. This study emphasizes the dynamics of interaction between biochar surfaces and NNIs during adsorption and degradation aiming to elucidate mechanistic pathways involved as well as assess the overall efficacy of biochar in NNI removal. By comparing the identification of degradation products and degradation pathways, the necessity of advanced oxidation process is confirmed. This review highlights the significance of harnessing biochar's potential for mitigating NNI pollution through future application-oriented research and development endeavors, while simultaneously ensuring environmental integrity and promoting sustainable practices.

Place, publisher, year, edition, pages
Elsevier, 2024
Keywords
Biochar, Neonicotinoid insecticides, Wastewater, Adsorption, Advanced oxidation processes, Removal mechanisms
National Category
Environmental Sciences
Research subject
Natural Science, Environmental Science
Identifiers
urn:nbn:se:lnu:diva-132352 (URN)10.1016/j.scitotenv.2024.173509 (DOI)001249516300001 ()38815835 (PubMedID)2-s2.0-85194967463 (Scopus ID)
Available from: 2024-09-10 Created: 2024-09-10 Last updated: 2024-09-12Bibliographically approved
Nnorom, M.-A., Saroj, D., Avery, L., Hough, R. & Guo, B. (2023). A review of the impact of conductive materials on antibiotic resistance genes during the anaerobic digestion of sewage sludge and animal manure. Journal of Hazardous Materials, 446, Article ID 130628.
Open this publication in new window or tab >>A review of the impact of conductive materials on antibiotic resistance genes during the anaerobic digestion of sewage sludge and animal manure
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2023 (English)In: Journal of Hazardous Materials, ISSN 0304-3894, E-ISSN 1873-3336, Vol. 446, article id 130628Article, review/survey (Refereed) Published
Abstract [en]

The urgent need to reduce the environmental burden of antibiotic resistance genes (ARGs) has become even more apparent as concerted efforts are made globally to tackle the dissemination of antimicrobial resistance. Con-cerning levels of ARGs abound in sewage sludge and animal manure, and their inadequate attenuation during conventional anaerobic digestion (AD) compromises the safety of the digestate, a nutrient-rich by-product of AD commonly recycled to agricultural land for improvement of soil quality. Exogenous ARGs introduced into the natural environment via the land application of digestate can be transferred from innocuous environmental bacteria to clinically relevant bacteria by horizontal gene transfer (HGT) and may eventually reach humans through food, water, and air. This review, therefore, discusses the prospects of using carbon-and iron-based conductive materials (CMs) as additives to mitigate the proliferation of ARGs during the AD of sewage sludge and animal manure. The review spotlights the core mechanisms underpinning the influence of CMs on the resistome profile, the steps to maximize ARG attenuation using CMs, and the current knowledge gaps. Data and information gathered indicate that CMs can profoundly reduce the abundance of ARGs in the digestate by easing selective pressure on ARGs, altering microbial community structure, and diminishing HGT.

Place, publisher, year, edition, pages
Elsevier, 2023
Keywords
Anaerobic digestion, Conductive material, Antimicrobial resistance, Antibiotic resistance genes, Horizontal gene transfer
National Category
Environmental Sciences
Research subject
Natural Science, Environmental Science
Identifiers
urn:nbn:se:lnu:diva-132358 (URN)10.1016/j.jhazmat.2022.130628 (DOI)000915861300001 ()36586329 (PubMedID)2-s2.0-85145302446 (Scopus ID)
Available from: 2024-09-10 Created: 2024-09-10 Last updated: 2024-09-12Bibliographically approved
Pagaling, E., Hough, R., Avery, L., Robinson, L., Freitag, T., Coull, M., . . . Knapp, C. W. (2023). Antibiotic resistance patterns in soils across the Scottish landscape. Communications Earth & Environment, 4(1), Article ID 403.
Open this publication in new window or tab >>Antibiotic resistance patterns in soils across the Scottish landscape
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2023 (English)In: Communications Earth & Environment, E-ISSN 2662-4435, Vol. 4, no 1, article id 403Article in journal (Refereed) Published
Abstract [en]

The environment disseminates antimicrobial-resistance genes; however, it remains challenging to distinguish whether human activities exacerbate antimicrobial resistance or what is natural. Here, we quantified similar to 300 resistance-related genes in 200+ Scottish soil samples. Location or land use does not explain gene differences, but nutrient levels reduce gene richness. Elevated levels of metals increased gene richness, and selenium increased transposase levels. Rainfall and persistent organic pollutants also increased transposase relative abundance, possibly promoting conditions conducive to the horizontal transfer of antimicrobial-resistance genes. Selenium and polychlorinated biphenyls were primary factors in gene abundance, while polychlorinated biphenyls, polycyclic aromatic hydrocarbons, and pH influenced gene diversity. Polychlorinated biphenyls are derived from anthropogenic activities, highlighting human activities' potential impact on gene prevalence. This is the first national-scale, high spatial resolution dataset of antimicrobial-resistance genes in Scottish soils and provides a novel resource on which to build future studies.

Place, publisher, year, edition, pages
Springer Nature, 2023
National Category
Environmental Sciences
Research subject
Natural Science, Environmental Science
Identifiers
urn:nbn:se:lnu:diva-132353 (URN)10.1038/s43247-023-01057-0 (DOI)001096980300004 ()2-s2.0-85175727975 (Scopus ID)
Available from: 2024-09-10 Created: 2024-09-10 Last updated: 2024-09-12Bibliographically approved
Ke, Y., Zhang, F., Zhang, Z., Hough, R., Fu, Q., Li, Y.-F. & Cui, S. (2023). Effect of combined aging treatment on biochar adsorption and speciation distribution for Cd(II). Science of the Total Environment, 867, Article ID 161593.
Open this publication in new window or tab >>Effect of combined aging treatment on biochar adsorption and speciation distribution for Cd(II)
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2023 (English)In: Science of the Total Environment, ISSN 0048-9697, E-ISSN 1879-1026, Vol. 867, article id 161593Article in journal (Refereed) Published
Abstract [en]

As a passivation material for heavy metals in-situ remediation, biochar (BC) has often been expected to maintain longterm adsorption performance for target pollutants. There is still lack of consensus about the impact of aging processes on biochar properties, particularly with respect to its long-term sorption performance. In this study, the changes to immobilization mechanisms as well as the speciation distribution of Cd(II) triggered by combined aging simulation (drywet, freeze-thaw cycle and oxidation treatment) on BC prepared under three levels of pyrolysis temperatures (300, 500 and 700 degrees C) were investigated. The results showed significant inhibition of aging on adsorption performance with the adsorptive capacity of BC300, BC500 and BC700 for Cd(II) decreased by 31.12 %, 50.63 % and 14.94 %, respectively. However, sequential extraction results indicated little influence of the aging process on the relative fractionation of Cd (II) speciation. The distribution of readily bioavailable, potentially bioavailable and non-bioavailable fractions of Cd (II) on BC showed only minimal changes post-aging. Overall, there was less Cd(II) sorption following aging, but the fractional availability (in relative terms) remained the same. Compared with 300 and 700 degrees C, the biochar prepared under 500 degrees C accounted the highest fraction of non-bioavailable Cd(II) (67.23 % of BC500, 59.17 % of Aged-500), and thus showed most promising for Cd(II) immobilization. This study has important practical significance for the long-term application of biochar in real environment.

Place, publisher, year, edition, pages
Elsevier, 2023
Keywords
Biochar, Cadmium immobilization, Aging, Speciation distribution
National Category
Environmental Sciences
Research subject
Natural Science, Environmental Science
Identifiers
urn:nbn:se:lnu:diva-132357 (URN)10.1016/j.scitotenv.2023.161593 (DOI)000960792700001 ()36642275 (PubMedID)2-s2.0-85146422016 (Scopus ID)
Available from: 2024-09-10 Created: 2024-09-10 Last updated: 2024-09-12Bibliographically approved
Lebrun, M., Szakova, J., Drabek, O., Tejnecky, V., Hough, R., Beesley, L., . . . Trakal, L. (2023). ETDA as a legacy soil chelatant: a comparative study to a more environmentally sensitive alternative for metal removal by Pistia stratiotes L.. Environmental Science and Pollution Research, 30(29), 74314-74326
Open this publication in new window or tab >>ETDA as a legacy soil chelatant: a comparative study to a more environmentally sensitive alternative for metal removal by Pistia stratiotes L.
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2023 (English)In: Environmental Science and Pollution Research, ISSN 0944-1344, E-ISSN 1614-7499, Vol. 30, no 29, p. 74314-74326Article in journal (Refereed) Published
Abstract [en]

The accuracy of environmental risk assessment depends upon selecting appropriate matrices to extract the most risk-relevant portion of contaminant(s) from the soil. Here, we applied the chelatants EDTA and tartaric acid to extract a metal-contaminated soil. Pistia stratiotes was applied as an indicator plant to measure accumulation from the metal-laden bulk solutions generated, in a hydroponic experiment lasting 15 days. Speciation modeling was used to elucidate key geo-chemical mechanisms impacting matrix and metal-specific uptake revealed by experimental work. The highest concentrations of soil-borne metals were extracted from soil by EDTA (7.4% for Cd), but their uptake and translocation to the plant were restricted due to the formation of stable metal complexes predominantly with DOC. Tartaric acid solubilized metals to a lesser extent (4.6% for Cd), but a higher proportion was plant available due to its presence mainly in the form of bivalent metal cations. The water extraction showed the lowest metal extraction (e.g., 3.9% for Cd), but the metal species behaved similarly to those extracted by tartaric acid. This study demonstrates that not all extractions are equal and that metal-specific speciation will impact accurate risk assessment in soil (water)-plant systems. In the case of EDTA, a deleterious impact on DOC leaching is an obvious drawback. As such, further work should now determine soil and not only metal-specific impacts of chelatants on the extraction of environmentally relevant portions of metal(loid)s.

Place, publisher, year, edition, pages
Springer, 2023
Keywords
Soil chelatants, DOC leaching, Metal speciation modeling, Rhizofiltration, Water lettuce
National Category
Environmental Sciences
Research subject
Natural Science, Environmental Science
Identifiers
urn:nbn:se:lnu:diva-132354 (URN)10.1007/s11356-023-27537-6 (DOI)000990494400002 ()37202639 (PubMedID)2-s2.0-85159654876 (Scopus ID)
Note

Correction published in: Lebrun, M., Száková, J., Drábek, O. et al. Correction to: EDTA as a legacy soil chelatant: a comparative study to a more environmentally sensitive alternative for metal removal by Pistia stratiotes L.. Environ Sci Pollut Res 30, 77947 (2023). https://doi.org/10.1007/s11356-023-27966-3

Available from: 2024-09-10 Created: 2024-09-10 Last updated: 2024-09-12Bibliographically approved
Augustsson, A., Lundgren, M., Qvarforth, A., Hough, R., Engström, E., Paulukat, C. & Rodushkin, I. (2023). Managing health risks in urban agriculture: The effect of vegetable washing for reducing exposure to metal contaminants. Science of the Total Environment, 863, Article ID 160996.
Open this publication in new window or tab >>Managing health risks in urban agriculture: The effect of vegetable washing for reducing exposure to metal contaminants
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2023 (English)In: Science of the Total Environment, ISSN 0048-9697, E-ISSN 1879-1026, Vol. 863, article id 160996Article in journal (Refereed) Published
Abstract [en]

A common, yet poorly evaluated, advice to remove contaminants from urban vegetables is to wash the produce before consumption. This study is based on 63 samples of chard, kale, lettuce and parsley that have grown near a heavily traf-ficked road in the third largest city in Sweden, with one portion of each sample being analysed without first being washed, and the other portion being subjected to common household washing. Concentrations of 71 elements were analysed by ICP-SFMS after a sample digestion that dissolves both the plant tissues and all potentially adhering parti-cles. The results show that the washing effect, or the fraction removed upon washing, varies significantly between el-ements: from approximately 0 % for K to 68 % for the n-ary sumation REEs. Considering traditional metal contaminants, the efficiency decreased from Pb (on average 56 % lost) to Co (56 %) > Cr (55 %) > As (45 %) > Sb (35 %) > Ni (33 %) > Cu (13 %) > Zn (7 %) > Cd (7 %), and Ba (5 %). A clear negative correlation between the washing effect and the different elements' bioconcentration factors shows that the elements' accessibility for plant uptake is a key control-ling factor for the degree to which they are removed upon washing. Based on the average washing efficiencies seen in this study, the average daily intake of Pb would increase by 130 % if vegetables are not washed prior to consumption. For the other contaminant metals this increase corresponds to 126 % (Co), 121 % (Cr), 82 % (As), 55 % (Sb), 50 % (Ni), 16 % (Cu), 8 % (Zn), 7 % (Cd) and 5 % (Ba). The advice to wash vegetables is therefore, for many elements, highly motivated for reducing exposure and health risks. For elements which are only slightly reduced when the vegetables are washed, however, advising should rather focus on reducing levels of contamination in the soil itself.

Place, publisher, year, edition, pages
Elsevier, 2023
Keywords
Urban gardening, Soil contamination, Soil-plant transfer, Soil particle adherence, Vegetable washing, Risk assessment
National Category
Environmental Sciences
Research subject
Natural Science, Environmental Science
Identifiers
urn:nbn:se:lnu:diva-118830 (URN)10.1016/j.scitotenv.2022.160996 (DOI)000908653400001 ()36539086 (PubMedID)2-s2.0-85144354171 (Scopus ID)
Available from: 2023-01-30 Created: 2023-01-30 Last updated: 2025-05-06Bibliographically approved
Lundgren, M., Troldborg, M., Stubberfield, J., Augustsson, A. & Hough, R. (2023). Predictive modeling of plant uptake of Pb and Cd: Implications of aerial deposition and the origin of parameterisation data. Environmental Challenges, 12, Article ID 100734.
Open this publication in new window or tab >>Predictive modeling of plant uptake of Pb and Cd: Implications of aerial deposition and the origin of parameterisation data
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2023 (English)In: Environmental Challenges, E-ISSN 2667-0100, Vol. 12, article id 100734Article in journal (Refereed) Published
Abstract [en]

We developed ordinary least squares regression models to predict uptake of cadmium and lead, two metals that are of public health significance because of their toxicity, in the edible tissues of lettuce. Models were parameterised using data on soil metal concentration, pH, and organic carbon. To assess the impact of physical contamination in form of aerial deposition and soil-splash on the metal concentration in lettuce, separate linear regression models were parameterised for indoor- and outdoor-grown lettuce, assuming the physical contamination to be negligible for indoor conditions. Both Cd models showed high model fit and strong predictive performance, when tested on an independent dataset, suggesting uptake via roots to be dominant. For Pb, the indoor model performed better than the outdoor model, indicating that physical contamination, contributes significantly to metal concentration in lettuce leaves. Our results highlight the importance of the parameterisation data when developing uptake models for predictions and risk assessment. Regression models for predicting Pb concentration in lettuce based on indoor data should not be used for predicting lettuce concentrations cultivated in outdoor conditions unless the contribution of physical contamination is explicitly accounted for.

Place, publisher, year, edition, pages
Elsevier, 2023
National Category
Environmental Sciences
Research subject
Environmental Science, Environmental Chemistry
Identifiers
urn:nbn:se:lnu:diva-121016 (URN)10.1016/j.envc.2023.100734 (DOI)2-s2.0-85160344907 (Scopus ID)
Available from: 2023-05-29 Created: 2023-05-29 Last updated: 2025-05-06Bibliographically approved
Identifiers
ORCID iD: ORCID iD iconorcid.org/0000-0002-9698-9700

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