Dissolved metal adsorption capacities and fractionation in filter materials for use in stormwater bioretention facilities
Open accessAbstract
The dissolved metal adsorption and association was determined for ten different filter materials recommended and/or implemented in bioretention facilities. Batch adsorption and batch kinetic experiments were performed at lab-scale using both single and multi-metal solutions. Metal strengths and association were determined by sequential extraction analysis. All materials adsorbed metals and 90% of adsorption occurred within 1 h. However, as metal solutions became more complex, adsorption behavior changed. Generally, filter materials classified as sand with a naturally high pH, relatively low organic matter (OM) content and large specific surface area seem to be good choices for removing dissolved metals. Additionally, a chalk additive might improve metal adsorption whereas biochar did not significantly improve metal retention and may be an unwanted (due to degradation over time) extra source of OM. Regardless of filter material, metals primarily adsorbed to the exchangeable form which indicates that metal adsorption might not be permanent, but rather substantially reversible in some cases. More research is needed to assess whether dissolved metals adsorbed in filter materials of bioretention systems pose a delayed threat instead of an immediate threat. Finally, the authors strongly recommend filter materials intended for stormwater bioretention facilities to be tested prior to implementation.
AI snapshot
Written from the paper’s full text.
TL;DR
Ten filter materials used or recommended for stormwater bioretention were tested for dissolved metal adsorption and fractionation in lab batch experiments. All materials adsorbed metals quickly, but adsorption was often reversible, with most metals bound in exchangeable or labile fractions.
Key findings
- All 10 materials adsorbed metals, and >90% of adsorption occurred within 1 h; half-life times were less than a minute in the kinetic tests.
- Materials with naturally high pH, relatively low to moderate organic matter, large specific surface area, and uniform sand-sized particles—KB-OHIO, BN-OHIO, and Orbicon—generally performed best; LTU-TOP, DWA, and NC-USA were among the lowest.
- Chalk addition improved adsorption: DWA-chalk consistently adsorbed more metals than DWA. Biochar did not significantly improve metal retention between Hekla and Hekla-B (p = 0.872, two-sample T-test at 95% CI).
- Sequential extraction showed the largest adsorbed metal fraction was generally the exchangeable fraction (I), followed by labile organic forms (II) and amorphous Fe- and Mn-oxides (III), indicating substantial potential for desorption.
Methods
- Lab-scale batch adsorption and batch kinetic experiments used 10 filter materials, single-metal solutions (Cu or Zn) and multi-metal solutions containing Cu, Zn, Ni, Cr, Pb, and Cd at varying concentrations.
- Batch tests used 10 g dry material in 100 mL milli-Q water (1:10 solid-to-liquid ratio), shaken for 24 h; kinetic tests sampled at 1, 3, 6, 10, and 24 h.
- Adsorption data were fitted to Langmuir, Temkin, and Dubinin-Radushkevich isotherms; kinetics were fitted to a pseudo-second-order model; sequential extraction separated metals into six fractions.
Limitations
- The paper states that isotherm equations are numerical relationships and their parameters are only valid for the experimental chemical conditions; they cannot predict adsorption under different ionic strength, pH, metal concentrations, other substances, or contact times.
- The paper notes that lab-scale controlled conditions differ from full-scale systems exposed to uncontrolled factors, and field-scale tests also account for particulate-bound metals unlike this study.
- Evident from the text: metal solutions had pH 4–6.5, partly lower than common stormwater runoff, and batch tests cannot capture long-term aging, drying, maintenance, clogging, or vegetation effects that the authors say require further research.
Model-written summary. Check it against the paper before relying on it.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
10 of 74 cited sources checked · 5 supported · 1 flagged · accuracy not yet measured
- Premisecitation
In the one study that addressed fractionation in bioretention systems, metals were mainly trapped (>50%) in the residual fraction.
“The results indicated that metals were mainly trapped (>50%) in the residual fraction, but the tests were restricted to filter material mixes with lignin in lab-scale bioretention columns (Wang et al., 2017).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Wang et al., 2017 source
The Summary and Conclusions state that heavy metals in the bioretention media were mainly in the residual fraction (F5). Section 3.5.2 reports 66.1% for Zn, and Section 2.2 identifies lignin in all four experimental media mixes. The passages found do not establish the claimed >50% threshold for every metal. (LLM, conf=0.82)
Experimental — accuracy not yet measured
- Premisecitation
Most studies concerning filter material in stormwater bioretention test alternative low-cost materials or adsorbents.
“or III) Test alternative low-cost materials or adsorbents (e.g. red soil, perlite, vermiculite, coco-peat, construction waste etc.) (e.g. Vijayaraghavan et al., 2010; Wang et al., 2017).”
Quote in the paperSubstantial claim1 of 2 sources checked- cites Vijayaraghavan et al., 2010 source
- cites Wang et al., 2017 source
The introduction (section “Cu Pb Cd Zn”; page unavailable) says this study tests four alternative bioretention media mixes, so Wang et al. is an appropriate example of that type of study. The copy does not establish that most filter-material studies test low-cost alternatives; it says instead that bioretention studies have mostly examined a single medium. (LLM, conf=0.86)
Experimental — accuracy not yet measured
- Premisecitation
That study's tests were restricted to filter material mixes with lignin in lab-scale bioretention columns.
“The results indicated that metals were mainly trapped (>50%) in the residual fraction, but the tests were restricted to filter material mixes with lignin in lab-scale bioretention columns (Wang et al., 2017).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Wang et al., 2017 source
- Premisecitation
Most studies concerning filter material in stormwater bioretention are done on entire bioretention systems at lab-, pilot- or full-scale and not only on the filter material itself.
“Most studies concerning filter material in stormwater bioretention are I) done on entire bioretention systems at either lab-, pilot- or full-scale (e.g. Li and Davis, 2008; Wang et al., 2017) and not only on the filter material itself;”
Quote in the paperSubstantial claim1 of 2 sources checked - Findingown data
Only Hekla and Hekla-B had significantly higher concentrations of Cu and Zn than the control.
“However, only Hekla and Hekla-B had significantly higher concentrations of Cu and Zn than the control and hence, the observed leachates of Cu and Zn from the other materials cannot be regarded as actual leaching.”
Quote in the paperSubstantial claim
- Findingown data
The pseudo-second-order kinetic model provided the best fit (highest R2 values) to the kinetic data.
“Data were fitted against pseudo-first-order and pseudo-second-order kinetic models, with the pseudo-second-order kinetic model (equation (10)) providing the best fit (highest R2 values).”
Quote in the paperNot a substantial claim - Findingown data
The pH of DWA-chalk was 9.2.
“As shown in Table 2, the pH of LTU-Top and NC-USA were 6.1 and 6.3, respectively, the pH of DWA-chalk was 9.2, and the pH of all the other materials ranged from 7.7 to 8.8.”
Quote in the paperNot a substantial claim - Findingown data
The PSD analysis confirmed that all the other materials are primarily sandy materials.
“Despite variations in D50 and Cu, the PSD analysis confirmed that all the other materials are primarily sandy materials (Fig. 1).”
Quote in the paperNot a substantial claim - Findingown data
The Langmuir, Temkin and Dubinin-Radushkevich sorption isotherms provided the best fits (highest R2 values) to the adsorption data.
“Generally, the Langmuir, Temkin and Dubinin-Radushkevich sorption isotherms provided the best fits (i.e., highest R2 values), so the Linear and Freundlich isotherms will not be discussed further.”
Quote in the paperNot a substantial claim - Findingown data
Hekla and Hekla-B had the highest leachates of Pb and Ni as well.
“Furthermore, Hekla and Hekla-B had the highest leachates of Pb and Ni as well.”
Quote in the paperNot a substantial claim - Findingown data
After 24 h of shaking in 100 mL milli-Q water, Cd and Cr concentrations in the water were most often below the detection limit.
“After 24 h of shaking in 100 mL milli-Q water Cd and Cr concentrations in the water were most often below the detection limit (Table 3).”
Quote in the paperNot a substantial claim - Findingown data
Amounts of the metals adsorbed generally increased with increases in initial concentration.
“As shown in Fig. 2, amounts of the metals adsorbed generally increased with increases in initial concentration.”
Quote in the paperNot a substantial claim - Findingreasoning
More Cu and especially Zn were generally adsorbed from the single-metal solutions than from the multi-metal solutions at the three highest initial concentrations.
“More Cu and (especially) Zn were generally adsorbed from the single-metal solutions than from the multi-metal solutions at the three highest initial concentrations (Fig. 2).”
Quote in the paperNot a substantial claim - Findingown data
All materials except DWA and DWA-chalk, including the control, leached Cu.
“All materials except DWA and DWA-chalk including the control leached Cu (Table 3).”
Quote in the paperNot a substantial claim - Findingown data
DWA, NC-USA and LTU-TOP adsorbed Zn, Ni and Cd less efficiently, especially from the multi-metal solutions.
“While some materials adsorbed most of the metals, even at the highest initial concentrations, DWA, NC-USA and LTU-TOP adsorbed Zn, Ni and Cd less efficiently, especially from the multi-metal solutions.”
Quote in the paperSubstantial claim - Findingreasoning
Adsorption of Zn, Ni and Cd from the multi-metal solution were lower at the highest initial concentration than at the second highest concentration.
“Furthermore, adsorption of Zn, Ni and Cd from the multi-metal solution were lower at the highest initial concentration than at the second highest concentration.”
Quote in the paperNot a substantial claim - Findingown data
Large variations in metal adsorption between the materials were detected, especially at the highest metal concentrations.
“Large variations in metal adsorption between the materials were detected (Fig. 2), especially at the highest metal concentrations.”
Quote in the paperSubstantial claim - Findingown data
Materials with biochar additive (Hekla-B and Hasselfors) had the highest SSA and OM contents.
“Materials with biochar additive (Hekla-B and Hasselfors) had the highest SSA and OM contents.”
Quote in the paperNot a substantial claim - Findingown data
The relatively poor performance of LTU-TOP, DWA and NC-USA was also supported by the Temkin isotherm model constants for adsorption of Cr from the multi-metal solutions.
“The relatively poor performance of LTU-TOP, DWA and NC-USA was also supported by the Temkin isotherm model constants for adsorption of Cr from the multi-metal solutions (Table S1).”
Quote in the paperNot a substantial claim - Findingown data
The partitioning of Cr was distinctive, as the percentage adsorbed in the exchangeable fraction was low in several materials.
“The partitioning of Cr was distinctive, as the percentage adsorbed in the exchangeable fraction was low in several materials (Fig. 4).”
Quote in the paperNot a substantial claim - Findingown data
For some filter materials, final concentrations of Zn, Ni and Cd in experiments with the most concentrated multi-metal solution were higher than the initial concentrations, resulting in negative adsorption capacity values.
“For some of the filter materials, final concentrations of Zn, Ni and Cd in experiments with the most concentrated multi-metal solution were higher than the initial concentrations. This resulted in negative adsorption capacity values, which reduced the Langmuir maximum adsorption capacities and probably explains the relatively indistinct patterns in adsorption of Zn, Ni and Cd from multi-metal”
Quote in the paperSubstantial claim - Findingown data
All ten filter materials adsorbed metals.
“All materials adsorbed metals and 90% of adsorption occurred within 1 h.”
Quote in the paperSubstantial claim - Findingown data
90% of adsorption occurred within 1 h.
“All materials adsorbed metals and 90% of adsorption occurred within 1 h.”
Quote in the paperNot a substantial claim - Findingown data
KB-OHIO and BN-OHIO were consistently amongst the three materials with the highest adsorption capacities.
“KB-OHIO and BN-OHIO were consistently amongst the three materials with the highest adsorption capacities, while LTU-TOP, DWA and NC-USA were amongst the three with the lowest adsorption capacities.”
Quote in the paperNot a substantial claim - Findingown data
The batch adsorption kinetic data fitted the Lagergren Pseudo-second-order kinetic equation well, with R2 values close to 1.
“The batch adsorption kinetic data fitted the Lagergren Pseudo-second-order kinetic equation well, with R2 values close to 1 (Table S2).”
Quote in the paperNot a substantial claim - Findingown data
Regardless of filter material, metals primarily adsorbed to the exchangeable form.
“Regardless of filter material, metals primarily adsorbed to the exchangeable form which indicates that metal adsorption might not be permanent, but rather substantially reversible in some cases.”
Quote in the paperSubstantial claim - Findingown data
The sequential extractions revealed that in most cases the largest fraction of the metals adsorbed by all materials was fraction I (the exchangeable fraction), followed by the labile organic forms (II) and amorphous Fe- and Mn-oxides (III) fractions.
“The sequential extractions revealed that in most cases the largest fraction of the metals adsorbed by all of the materials was fraction I (the exchangeable fraction), followed by the labile organic forms (II) and amorphous Fe- and Mn-oxides (III) fractions (Fig. 4).”
Quote in the paperSubstantial claim - Findingnone given
As metal solutions became more complex, adsorption behavior changed.
“However, as metal solutions became more complex, adsorption behavior changed.”
Quote in the paperSubstantial claim - Findingown data
Generally, the filter materials having high OM contents (Hekla, Hekla-B, Hasselfors and BN-OHIO) had higher percentages of adsorbed metals in Fraction II (labile organic forms).
“Generally, the filter materials having high OM contents (Hekla, Hekla-B, Hasselfors and BN-OHIO, Table 2) had higher percentages of adsorbed metals in Fraction II (labile organic forms, Fig. 4).”
Quote in the paperSubstantial claim - Findingown data
Adsorption by LTU-TOP, NC-USA and DWA was generally lower and slower than the other materials.
“Adsorption by LTU-TOP, NC-USA and DWA was generally lower and slower than the other materials (Fig. 3).”
Quote in the paperNot a substantial claim - Findingreasoning
For the materials LTU-TOP, NC-USA, DWA and Hekla-B, higher final metal concentrations were recorded in some cases at the highest initial concentrations.
“Furthermore, for the materials LTU-TOP, NC-USA, DWA and Hekla-B in some cases higher final metal concentrations were recorded at the highest initial concentrations (Fig. 2).”
Quote in the paperNot a substantial claim - Findingown data
Percentages of adsorbed Cu and Pb in fraction II were relatively high in the Hekla (B) and BN-OHIO materials.
“Particularly, percentages of adsorbed Cu and Pb in fraction II were relatively high in the Hekla (B) and BN-OHIO materials.”
Quote in the paperSubstantial claim - Findingown data
Biochar did not significantly improve metal retention.
“Additionally, a chalk additive might improve metal adsorption whereas biochar did not significantly improve metal retention and may be an unwanted (due to degradation over time) extra source of OM.”
Quote in the paperSubstantial claim - Findingown data
There were no obvious similarities between the six filter materials that adsorbed higher proportions of Cr in fractions II-V than in fraction I.
“There were no obvious similarities between the six filter materials that adsorbed higher proportions of Cr in fractions II–V than in fraction I (Table 2).”
Quote in the paperNot a substantial claim - Findingown data
LTU-TOP, DWA and NC-USA were amongst the three materials with the lowest adsorption capacities.
“KB-OHIO and BN-OHIO were consistently amongst the three materials with the highest adsorption capacities, while LTU-TOP, DWA and NC-USA were amongst the three with the lowest adsorption capacities.”
Quote in the paperNot a substantial claim - Findingown data
Other isotherms could also be applied for most metals, apart from Cr from multi-metal solutions, albeit with somewhat lower R2 values.
“However, the other isotherms could also be applied for most of the metals, apart from Cr from multi-metal solutions, albeit while generating somewhat lower R2 values (Table S1).”
Quote in the paperNot a substantial claim - Findingown data
With a few exceptions, the calculated isotherm parameters confirm that KB-OHIO and BN-OHIO generally provided the best dissolved metal adsorption.
“With a few exceptions, the calculated isotherm parameters (Table S1) also confirm that KB-OHIO and BN-OHIO generally provided the best dissolved metal adsorption.”
Quote in the paperSubstantial claim - Findingown data
DWA-chalk consistently adsorbed more metals than DWA.
“DWA-chalk consistently adsorbed more metals than DWA (Fig. 2), in accordance with a previous survey of full-scale bioretention facilities with these filter materials (Grotehusmann et al., 2016).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Grotehusmann et al., 2016
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Findingown data
The isotherm that provided the best fit to the data depended on the metal, type of solution and filter material.
“The isotherm that provided the best fit to the data depended on the metal, type of solution and filter material.”
Quote in the paperSubstantial claim - Findingown data
Lower adsorption of Cu and Zn was observed from multi-metal solutions than from single-metal solutions.
“This phenomenon is evidenced by the observed lower adsorption of Cu and Zn from multi-metal solutions than from single-metal solutions (Fig. 2).”
Quote in the paperSubstantial claim - Findingown data
The calculated isotherm parameters confirm that LTU-TOP, DWA and NC-USA consistently adsorbed the lowest quantity of metals.
“The calculated isotherm parameters (Table S1) confirm that LTU-TOP, DWA and NC-USA consistently adsorbed the lowest quantity of metals.”
Quote in the paperSubstantial claim - Findingown data
The addition of chalk seemed to enhance metal adsorption since DWA-chalk consistently adsorbed higher amounts of the metals than DWA.
“Its addition seemed to enhance metal adsorption since DWA-chalk consistently adsorbed higher amounts of the metals than DWA (Fig. 1).”
Quote in the paperSubstantial claim - Findingnone given
The material that performed best depended on both the metal and solution (single- or multi-metal).
“The material that performed best depended on both the metal and solution (single- or multi-metal).”
Quote in the paperSubstantial claim - Findingown data
No significant difference (p = 0.872 for a two-sample T-test at 95% CI) in metal adsorption was observed between Hekla and Hekla-B, which are identical except for the presence and absence of biochar.
“However, no significant difference (p = 0.872 for a two-sample T-test at 95% CI) in metal adsorption were observed between Hekla and Hekla-B, which are identical except for the presence and absence of biochar (Fig. 2, Fig. 3).”
Quote in the paperSubstantial claim - Premisecitation
The filter material accounts for the majority of metal removal in stormwater bioretention systems.
“However, the filter material accounts for the majority of metal removal (Muthanna et al., 2007; Blecken et al., 2009, Blecken et al., 2011) and hence, filter material composition is crucial for achieving effective dissolved metal treatment.”
Quote in the paperSubstantial claim0 of 3 sources checked - Premisecitation
Bioretention studies have generally focused on total metal removal.
“Although dissolved metals are more difficult to remove and usually more bioavailable compared to particulate metals, thereby posing a greater risk (Fassman et al., 2013; Flanagan et al., 2019), bioretention studies have generally focused on total metal removal (Hunt et al., 2012).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Hunt et al., 2012 source
- Premisecitation
A substantial amount of dissolved metals may be present in mobile species (free ions).
“Moreover, recent work showed that a substantial amount of the dissolved metals (usually defined as <0.45 μm) may be present in mobile species (free ions) which further emphasizes the importance of investigating adsorption processes in stormwater treatment facilities (Lindfors et al., 2017).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Lindfors et al., 2017
- Premisecitation
Most studies concerning filter material in stormwater bioretention examine the function of the entire system when enriching the filter material with some type of additive.
“II) Examine the function of the entire system when enriching the filter material with some type of additive (aluminum coating, iron coating, biochar, fly ash etc.) (e.g. Li et al., 2016; Afrooz and Boehm, 2017)”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Li et al., 2016
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Afrooz and Boehm, 2017 source
- Premisecitation
A considerable ratio of metals can be present in the dissolved phase in urban stormwater runoff.
“A considerable ratio of metals can be present in the dissolved phase in urban stormwater runoff (Lindfors et al., 2017).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Lindfors et al., 2017
- Premisecitation
OM degrades under oxidizing conditions, leading to release of soluble trace metals into stormwater as it passes through the filter.
“However, such OM degrades under oxidizing conditions, leading to release of soluble trace metals into stormwater as it passes through the filter (Tessier et al., 1979).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Tessier et al., 1979 source
- Interpretationcitation
Filter material composition is crucial for achieving effective dissolved metal treatment.
“However, the filter material accounts for the majority of metal removal (Muthanna et al., 2007; Blecken et al., 2009, Blecken et al., 2011) and hence, filter material composition is crucial for achieving effective dissolved metal treatment.”
Quote in the paperSubstantial claim - Premisecitation
Relatively large amounts of metals may be present in potentially available fractions in analogous materials from other stormwater treatment facilities, e.g. pond sediments.
“Relatively large amounts of metals may be present in potentially available fractions in analogous materials from other stormwater treatment facilities, e.g. pond sediments (Karlsson et al., 2016).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Karlsson et al., 2016 source
- Premisecitation
Several pilot-scale studies have shown LTU top-layer to be an efficient metal adsorbent.
“Several pilot-scale studies (Blecken et al., 2011; Søberg et al., 2017) have shown this material to be an efficient metal adsorbent.”
Quote in the paperNot a substantial claim0 of 2 sources checked - Interpretationreasoning
The observed higher final metal concentrations are most likely explained by the analytical uncertainty of approximately 20% at the highest initial concentrations.
“The uncertainty of the analytical method (approximately 20% at the highest initial concentrations) involved that in some samples the reported final concentration was slightly higher than the initial one. Hence, the observed higher final concentrations is most likely explained by that analytical uncertainty.”
Quote in the paperNot a substantial claim - Interpretationreasoning
Because >90% of the metals were adsorbed within an hour, actual retention times in full-scale bioretention should be adequate for high metal removal.
“As >90% of the metals were adsorbed within an hour, actual retention times in full-scale bioretention should be adequate for high metal removal.”
Quote in the paperSubstantial claim- The authors state this as an assumption: Adsorption processes are rather quick.
- Interpretationreasoning
Metals in the exchangeable fraction are likely to be desorbed and potentially re-adsorbed further down in the filter material.
“However, metals in the exchangeable fraction are likely to be desorbed and potentially re-adsorbed further down in the filter material.”
Quote in the paperSubstantial claim - Interpretationown data
The low removal observed by Luell (2011) is consistent with NC-USA being amongst the three materials with the lowest adsorption capacities in the present study.
“This is consistent with NC-USA being amongst the three materials with the lowest adsorption capacities in the present study (Fig. 2).”
Quote in the paperNot a substantial claim - Interpretationreasoning
The addition of organic matter in forms such as a top mulch layer or compost for enhancing metal removal may not be sustainable for efficient metal removal on a long-term basis, since these metals are likely to be released to solution as the organic matter degrades.
“Hence, the addition of OM in forms of e.g. a top mulch layer as previously recommended in the USA (Li and Davis, 2008) or compost for the enhancement of metal removal (Fassman et al., 2013) may not be sustainable for efficient metal removal on a long-term basis, since these metals are likely to be released to solution as the OM degrades.”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Li and Davis, 2008 source
- cites Fassman et al., 2013
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationcitation
The high percentages of potentially leachable fractions imply an obvious risk of adsorbed metals being desorbed by changes in the ionic composition of ambient water or development of oxidizing conditions, for instance during extended dry periods and/or after maintenance.
“The high percentages of potentially leachable fractions imply an obvious risk of adsorbed metals being desorbed by changes in the ionic composition of ambient water or development of oxidizing conditions (Tessier et al., 1979), for instance during extended dry periods (which have been shown to affect metal removal in bioretention; Blecken et al., 2009) and/or after maintenance (Karlsson et al., 20”
Quote in the paperSubstantial claim0 of 3 sources checked - Interpretationnone given
A chalk additive might improve metal adsorption.
“Additionally, a chalk additive might improve metal adsorption whereas biochar did not significantly improve metal retention and may be an unwanted (due to degradation over time) extra source of OM.”
Quote in the paperSubstantial claim - Interpretationown data
The results confirm the importance of adding chalk for metal adsorption, as recommended in the German guidelines for bioretention.
“This also confirmed the importance of adding chalk for metal adsorption, as recommended in the German guidelines for bioretention (DWA, 2005).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites DWA, 2005
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationown data
Filter materials classified as sand with a naturally high pH, relatively low OM content and large specific surface area seem to be good choices for removing dissolved metals.
“Generally, filter materials classified as sand with a naturally high pH, relatively low organic matter (OM) content and large specific surface area seem to be good choices for removing dissolved metals.”
Quote in the paperSubstantial claim - Interpretationreasoning
Biochar may be an unwanted extra source of OM due to degradation over time.
“Additionally, a chalk additive might improve metal adsorption whereas biochar did not significantly improve metal retention and may be an unwanted (due to degradation over time) extra source of OM.”
Quote in the paperSubstantial claim - Premisecitation
It has been commonly observed that a majority of metal adsorption happens in the upper layers of bioretention.
“It has been commonly observed that a majority of metal adsorption happens in the upper layers of bioretention (e.g. Søberg et al., 2017) which would support the assumption of rather quick adsorption processes.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Søberg et al., 2017 source
- The authors state this as an assumption: Adsorption processes are rather quick.
- Interpretationreasoning
Metal adsorption might not be permanent, but rather substantially reversible in some cases.
“Regardless of filter material, metals primarily adsorbed to the exchangeable form which indicates that metal adsorption might not be permanent, but rather substantially reversible in some cases.”
Quote in the paperSubstantial claim - Interpretationown data
The higher final metal concentrations observed at the highest initial concentrations were not due to leaching.
“This observation was not due to leaching, since these concentrations (Table 3) were far lower than the increase in metal concentrations observed at these high initial concentrations”
Quote in the paperNot a substantial claim - Interpretationcitation
The properties of Cr(III) adsorption might at least partly explain why fractionation patterns of Cr strongly differed from those of the other metals.
“This might at least partly explain why fractionation patterns of Cr strongly differed from those of the other metals.”
Quote in the paperSubstantial claim - Interpretationreasoning
The zone with higher metal concentrations might gradually extend downwards in the filter material.
“Thus, the zone with higher metal concentrations might gradually extend downwards in the filter material.”
Quote in the paperNot a substantial claim - Interpretationown data
The metal fractionation results from this study indicate that substantial amounts of metals in filter materials may be in potentially leachable forms.
“The metal fractionation results from this study indicate that substantial amounts of metals in filter materials may be in potentially leachable forms.”
Quote in the paperSubstantial claim - Premisecitation
Sequential extractions of filter materials from two approximately four-year-old full-scale bioretention facilities in Washington D.C. and Maryland (USA) indicated that adsorbed metals were strongly bound to the bioretention filter material and largely immobile (not in the exchangeable fraction).
“Sequential extractions of filter materials from two approximately four-year-old full-scale bioretention facilities in Washington D.C. and Maryland (USA) indicated that adsorbed metals were strongly bound to the bioretention filter material and largely immobile (not in the exchangeable fraction) (Li and Davis, 2008; Jones and Davis, 2013).”
Quote in the paperNot a substantial claim0 of 2 sources checked - Interpretationown data
Results herein would not support the use of biochar for metal removal.
“Results herein would not support its use for metal removal.”
Quote in the paperSubstantial claim - Interpretationown data
Filter materials with a naturally high pH, low to medium OM contents, large SSA and uniform particles in the sand range seem optimal for retaining dissolved metals in stormwater bioretention systems.
“Hence, filter materials with a naturally high pH, low to medium OM contents, large SSA and uniform particles in the sand range seem optimal for retaining dissolved metals in stormwater bioretention systems.”
Quote in the paperSubstantial claim - Premisecitation
After extended dry periods (promoting aeration and oxidation of the filter material), high metal concentrations in bioretention effluent have been detected.
“However, after extended dry periods (promoting aeration and oxidation of the filter material) high metal concentrations in bioretention effluent have been detected by Blecken et al. (2009).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Blecken et al. (2009) source
- Interpretationown data
Filter materials with a naturally high pH, relatively low to moderate OM content, large SSA and uniform sand-sized particles (e.g. KB-OHIO, BN-OHIO and Orbicon) generally seem to be good choices for removing dissolved metals.
“However, filter materials with a naturally high pH, relatively low to moderate OM content, large SSA and uniform sand-sized particles (e.g. KB-OHIO, BN-OHIO and Orbicon) generally seems to be good choices for removing dissolved metals.”
Quote in the paperSubstantial claim
- Classified as probably not a substantial claim. 27
- May combine two claims. 53
- The quote only partly states this claim. 1
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationPrevious studies have found that percentages of most metals in exchangeable fractions of stormwater sediments (pond sediments, gully pot sediments, road dust etc.) are low or non-detectable.
“Previous studies have found that percentages of most metals in exchangeable fractions of stormwater sediments (pond sediments, gully pot sediments, road dust etc.) are low or non-detectable (Marsalek and Marsalek, 1997; Karlsson et al., 2016; Jayarathne et al., 2017).”
Quote in the paperNot a substantial claim1 of 3 sources checked- cites Marsalek and Marsalek, 1997 source
- cites Karlsson et al., 2016 source
- cites Jayarathne et al., 2017 source
Section 3.3.1 reports high exchangeable fractions for Cd (~53%) and Zn (~56%), and describes Pb’s ~14% exchangeable fraction as significant; it also reports Cu at ~19% and Mn at ~14%. Although Cr and Ni are concentrated in the residual fraction, the paper does not characterize the exchangeable percentages of most metals in road dust as low or non-detectable. The cited paper studies road dust, not pond or gully pot sediments. (LLM, conf=0.87)
Checked by a reasoning model — may be wrong.
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationConflicting results have been observed in previous studies regarding removal of dissolved metals in stormwater bioretention systems: some found efficient retention, while others found substantial leaching.
“Conflicting results have been observed in previous studies regarding removal of dissolved metals in stormwater bioretention systems. Some have found that dissolved metals are efficiently retained (e.g. Blecken et al., 2011; Wang et al., 2017), while others have found substantial leaching (e.g. Muthanna et al., 2007; Hatt et al., 2008; Søberg et al., 2017).”
Quote in the paperSubstantial claim1 of 3 sources checkedMay combine two claims.
PremisecitationIn an evaluation of two full-scale bioretention cells at North Carolina State University, Luell (2011) observed relatively low removal of total Cu (23-43%), dissolved Cu (17-49%), and total Zn (79%).
“In an evaluation of two full-scale bioretention cells at North Carolina State University, Luell (2011) observed relatively low removal of total Cu (23–43%), dissolved Cu (17–49%), and total Zn (79%).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Luell (2011)
May combine two claims.
Study design and conductreasoningThe comparison between the present lab-scale study and previous field-scale studies is limited because field-scale systems are exposed to numerous uncontrolled factors and account for particulate-bound metals, unlike the current study.
“However, it should be noted that Winston et al. (2015) and Luell (2011) focused on full-scale systems exposed to numerous, uncontrolled factors in contrast to the lab-scale systems maintained under controlled conditions in the present study. Additionally, field-scale tests also account for particulate bond metals, unlike the current study.”
Quote in the paperNot a substantial claim1 of 2 sources checked- cites Winston et al. (2015)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Luell (2011)
Section 3.2 (page unavailable) identifies this as a field-scale study, and the sampling protocol records both total and dissolved metals, so its measurements include particulate-bound metals. The claim about numerous uncontrolled factors is less well supported: Section 3.2 says the cells shared a drainage source specifically to eliminate factors such as climate and surrounding land use from the comparison. The source does not assess the citing paper’s lab-scale study. (LLM, conf=0.86)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationJayarathne et al. (2017) found approximately 50% of adsorbed Zn and Cd in the exchangeable fraction.
“However, Jayarathne et al. (2017) found approximately 50% of adsorbed Zn and Cd in the exchangeable fraction.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Jayarathne et al. (2017) source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationIn a laboratory-scale study of Cd removal by four bioretention filter materials (fine sand, zeolite, sand and quartz sand), accumulated Cd was detected mainly in the residual form.
“In contrast, in a laboratory-scale study of Cd removal by four bioretention filter materials (fine sand, zeolite, sand and quartz sand) accumulated Cd was detected mainly in the residual form (Wang et al., 2017).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Wang et al., 2017 source
Section 3.5.3 reports that the majority of Cd in the four media was in the residual fraction. However, the study identifies the media as sand, zeolite, sandy loam, and quartz sand, each mixed with lignin—not fine sand, zeolite, sand, and quartz sand as claimed (Sections 2.2 and 3.5.3). (LLM, conf=0.90)
Experimental — accuracy not yet measured
May combine two claims.
FindingreasoningAll materials adsorbed essentially all available metals at the two lowest initial concentrations, whereas differences in adsorption capacity between materials appeared at the higher initial concentrations.
“Thus, all materials adsorbed essentially all available metals at the two lowest initial concentrations, whereas differences in adsorption capacity between materials appeared at the higher initial concentrations.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Findingown dataThe pH of LTU-Top and NC-USA were 6.1 and 6.3, respectively.
“As shown in Table 2, the pH of LTU-Top and NC-USA were 6.1 and 6.3, respectively, the pH of DWA-chalk was 9.2, and the pH of all the other materials ranged from 7.7 to 8.8.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataHasselfors had by far the largest D50 and second lowest Cu, so it is much coarser (mainly gravel) and more heterogeneous material than the others.
“Hasselfors had by far the largest D50 and second lowest Cu (Table 2), so it is much coarser (mainly gravel) and more heterogeneous material than the others (Fig. 1).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataThe pH of all other materials (besides LTU-Top, NC-USA, DWA-chalk) ranged from 7.7 to 8.8.
“As shown in Table 2, the pH of LTU-Top and NC-USA were 6.1 and 6.3, respectively, the pH of DWA-chalk was 9.2, and the pH of all the other materials ranged from 7.7 to 8.8.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataSand-based materials LTU-TOP, DWA and DWA-chalk without biochar additives have low OM contents and small SSA.
“In contrast, the sand-based materials LTU-TOP, DWA and DWA-chalk without biochar additives have low OM contents and small SSA.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataDespite differences between materials, the adsorption process was relatively fast; within an hour, most materials had adsorbed >90% of the metals, and half-life times of less than a minute were observed.
“Despite differences between materials, the adsorption process was relatively fast. Within an hour, most of the materials had adsorbed >90% of the metals (Fig. 3) and half-life times of less than a minute were observed (Table S2).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataIn the present study, KB-OHIO showed excellent adsorption of all tested metals and was consistently amongst the top three materials.
“In the present study, KB-OHIO showed excellent adsorption of all tested metals and was consistently amongst the top three materials (Fig. 2).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataDWA-chalk had a lower initial adsorption rate and longer half-life time than the remaining six materials, but equally high equilibrium adsorbate concentrations.
“DWA-chalk had a lower initial adsorption rate and longer half-life time than the remaining six materials (Table S2), but equally high equilibrium adsorbate concentrations (Fig. 3; Table S2).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataHekla and Hekla-B had slower and lower adsorption of Cr from multi-metal solutions, and thus the longest half-life times and lowest equilibrium adsorbate concentrations for Cr.
“Hekla and Hekla-B had slower and lower adsorption of Cr from multi-metal solutions (Fig. 3), and thus the longest half-life times and lowest equilibrium adsorbate concentrations for Cr (Table S2).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataThe trends were less clear for adsorption of Zn, Ni and Cd from multi-metal solutions and were only supported by the Dubinin-Radushkevich model constants, despite the Langmuir isotherm providing a better fit for Ni and relatively high R2 values for Zn and Cd.
“However, the trends were less clear for adsorption of Zn, Ni and Cd from multi-metal solutions, and were only supported by the Dubinin-Radushkevich model constants, despite the Langmuir isotherm providing a better fit for adsorption of Ni, and relatively high R2 values for adsorption of Zn and Cd from the multi-metal solutions.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataFor KB-OHIO and BN-OHIO, the Langmuir maximum adsorption capacity constant, Dubinin-Radushkevich adsorption capacity constant and Temkin heat of adsorption constant were highest, while the Temkin model constant and Dubinin-Radushkevich mean sorption energy were lowest.
“For example, the Langmuir maximum adsorption capacity constant, Dubinin-Radushkevich adsorption capacity constant and Temkin heat of adsorption constant were highest for these materials, while the Temkin model constant and Dubinin-Radushkevich mean sorption energy were lowest (Table S1).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataSubstantial percentages of Cr (but no other metals) adsorbed by several materials were detected in fractions IV and V; for example, 18% of Cr adsorbed to fraction V in Hasselfors and 15% to fraction IV in LTU-TOP.
“Moreover, substantial percentages of Cr (but no other metals) adsorbed by several materials were detected in fractions IV and V. For example, 18% of Cr adsorbed to fraction V (stable organic forms and sulfides) in Hasselfors and 15% adsorbed to fraction IV (more crystalline Fe-oxides) in LTU-TOP (Fig. 4).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingnone givenThe duplicates did not deviate considerably from each other.
“This is further supported by the fact that the duplicates did not deviate considerably from each other.”
Quote in the paperNot a substantial claimMay combine two claims. The quote only partly states this claim.
Findingown dataFor adsorption of Cu from single and multi-metal solutions, Zn from single-metal solutions and Pb from multi-metal solutions, the Langmuir maximum adsorption capacity constant, Dubinin-Radushkevich adsorption capacity constant and Temkin heat of adsorption constant were consistently lowest for LTU-TOP, DWA and NC-USA, while the Temkin model constant and Dubinin-Radushkevich mean sorption energy, 0
“For example, the Langmuir maximum adsorption capacity constant, the Dubinin-Radushkevich adsorption capacity constant and the Temkin heat of adsorption constant for adsorption of Cu from single and multi-metal solutions, Zn from single-metal solutions and Pb from multi-metal solutions were consistently lowest for these three filter materials. Accordingly, the Temkin model constant and Dubinin-Rad”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataFor multi-metal solutions, the Langmuir isotherm provided the best fit for Cu, Ni and Pb adsorption; the Dubinin-Radushkevich isotherm for Zn and Cd; and the Temkin isotherm for Cr.
“In these cases: the Langmuir isotherm provided the best fit for Cu, Ni and Pb adsorption; the Dubinin-Radushkevich isotherm the best fit for Zn and Cd adsorption; and the Temkin isotherm the best fit for Cr adsorption (Table S1).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataFor the two single-metal solutions, the Langmuir isotherms generally provided the best fit, and all isotherms had high (>0.8) R2 values.
“For the two single-metal solutions, the Langmuir isotherms generally provided the best fit. However, for the single-metal solutions, all isotherms had high (>0.8) R2 values (Table S1).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingnone givenAdsorption was generally fast and within an hour more than 90% of most metals was adsorbed.
“Furthermore, adsorption was generally fast and within an hour more than 90% of most metals was adsorbed.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataThe materials with the highest metal adsorption (KB-OHIO, BN-OHIO and Orbicon) all have relatively high pH and SSA, low to medium OM contents, and are classified as sand with relatively uniform grainsize.
“The materials with the highest metal adsorption (KB–OHIO, BN-OHIO and Orbicon) all have relatively high pH and SSA, low to medium OM contents, and are classified as sand with relatively uniform grainsize (Table 2).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataThe Temkin isotherm heat of adsorption constants and Dubinin-Radushkevich mean sorption energies obtained in this study were <1.2 and <5.1 KJ/mol, respectively, indicative of physical sorption processes.
“The Temkin isotherm heat of adsorption constants and Dubinin-Radushkevich mean sorption energies obtained in this study were <1.2 and < 5.1 KJ/mol, respectively (Table S1), indicative of physical sorption processes.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataAdsorption parameters of both Hasselfors and Hekla-B (the materials containing biochar) were moderate and did not substantially differ from those of the other materials.
“Further, adsorption parameters of both Hasselfors and Hekla-B (the materials containing biochar) were moderate and did not substantially differ from those of the other materials (Fig. 2, Fig. 3).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataHigh percentages of the adsorbed metals were found in the potentially leachable fractions, with obvious implications for long-term performance of the materials, their functionality under varying conditions and the maintenance of bioretention facilities.
“High percentages of the adsorbed metals were found in the potentially leachable fractions, with obvious implications for long-term performance of the materials, their functionality under varying conditions and the maintenance of bioretention facilities.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataConversely, DWA, LTU-TOP and NC-USA, the materials with the lowest metal adsorption, have markedly lower pH than the other materials, small SSA and low OM contents.
“Conversely, DWA, LTU-TOP and NC-USA, the materials with the lowest metal adsorption, have markedly lower pH than the other materials, small SSA and low OM contents (Table 2).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataThe Langmuir separation factors indicate that the adsorption processes were favorable, but not irreversible (0<RL < 1), and thus largely physical.
“The Langmuir separation factors (Table S1) also indicate that the adsorption processes were favorable, but not irreversible (0<RL < 1), and thus largely physical.”
Quote in the paperSubstantial claimMay combine two claims.
Findingnone givenAll the tested materials adsorbed metals, although as metal concentrations increased and metal solutions became more complex the adsorption of some metals decreased.
“All the tested materials adsorbed metals, although as metal concentrations increased and metal solutions became more complex the adsorption of some metals decreased.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductnone givenAll experiments (except sequential leaching) were run in duplicate, with an extra replicate run if results differed markedly.
“All experiments (except the sequential leaching) were run in duplicate, however, if results differed markedly, an extra replicate was run (which was only the case in a very few instances).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationMetals can negatively affect the ecological status of surface waters depending on their prevalence, toxicity and resistance to degradation and/or chemical transformation.
“Depending on their prevalence, toxicity and resistance to degradation and/or chemical transformation metals might negatively affect the ecological status of surface waters (Søberg et al., 2017).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Søberg et al., 2017 source
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationThe addition of chalk is recommended to enhance metal adsorption and compensate for low OM content.
“The addition of chalk is recommended to enhance metal adsorption and compensate for low OM content (Grotehusmann et al., 2016; DWA, 2005).”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Grotehusmann et al., 2016
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites DWA, 2005
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
PremisecitationReported removals of dissolved metals are fewer and contradictory, including both efficient removal and significant leaching.
“However, reported removals of dissolved metals are fewer and contradictory including both efficient removal and significant leaching (e.g. Muthanna et al., 2007; Søberg et al., 2017).”
Quote in the paperSubstantial claim0 of 2 sources checkedMay combine two claims.
Interpretationown dataLeaching from the materials did not substantially influence the results because concentrations detected in initial leaching tests are much lower than concentrations used in batch adsorption, batch kinetic and sequential extraction experiments.
“Unfortunately it was not possible to clarify the reason(s) for the leaching of Cu and Zn in the controls, but the concentrations detected in the initial leaching tests (Table 3) are much lower than concentrations used in the batch adsorption, batch kinetic and sequential extraction experiments, so leaching from the materials did not substantially influence the results.”
Quote in the paperSubstantial claimMay combine two claims.
PremisecitationDissolved metals are more difficult to remove and usually more bioavailable compared to particulate metals, thereby posing a greater risk.
“Although dissolved metals are more difficult to remove and usually more bioavailable compared to particulate metals, thereby posing a greater risk (Fassman et al., 2013; Flanagan et al., 2019), bioretention studies have generally focused on total metal removal (Hunt et al., 2012).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Fassman et al., 2013
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Flanagan et al., 2019 source
Probably not a substantial claim: may not pass S2 (checkable).
PremisecitationThe filter material should have a hydraulic conductivity ensuring both adequate retention for adsorption to occur and adequate infiltration capacity to avoid overflow.
“The material should have a hydraulic conductivity ensuring both adequate retention for adsorption to occur and adequate infiltration capacity to avoid overflow (Fassman et al., 2013).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Fassman et al., 2013
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationUrban stormwater runoff is a major source of metal contamination in receiving water bodies.
“urban stormwater runoff is considered a major source of metal contamination in receiving water bodies (e.g. Becouze-Lareure et al., 2019).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Becouze-Lareure et al., 2019 source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationA large number of field and laboratory studies have shown efficient total metal removal for bioretention systems, often exceeding 80-90%.
“A large number of field and laboratory studies have shown efficient total metal removal for bioretention systems, often exceeding 80–90% (e.g. Hatt et al., 2008; Søberg et al., 2017).”
Quote in the paperNot a substantial claim0 of 2 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationVegetation contributes to total metal removal in stormwater bioretention systems.
“The vegetation has been shown to contribute to the total metal removal in stormwater bioretention systems (Muthanna et al., 2007; Sun and Davis, 2007; Read et al., 2008).”
Quote in the paperNot a substantial claim0 of 3 sources checkedProbably not a substantial claim: may not pass S2 (checkable). May combine two claims.
PremisecitationThe filter material should have physical and chemical properties to support plant life, enhance treatment and avoid clogging.
“It should have physical and chemical properties to support plant life, enhance treatment and avoid clogging (Fassman et al., 2013).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Fassman et al., 2013
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Classified as probably not a substantial claim.
Study design and conductnone givenControls (solution without filter material) were included in all runs.
“Controls (solution without filter material) were included in all runs.”
Quote in the paperSubstantial claimMay combine two claims.
PremisecitationThe bioretention systems examined in the cited studies were relatively young (<2 years) and found metals to be adsorbed in the top 5 cm of the filter material, so these systems were far from saturated with metals.
“Moreover, the bioretention systems examined in the cited studies (Muthanna et al., 2007; Hatt et al., 2008; Blecken et al., 2011; Wang et al., 2017; Søberg et al., 2017) were relatively young (<2 years) and found metals to be adsorbed in the top 5 cm of the filter material. Hence, these systems were far from saturated with metals.”
Quote in the paperSubstantial claim0 of 3 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationMetals primarily accumulate in the top 5 cm of bioretention filter materials.
“The latter becomes evident considering that metals primarily accumulate in the top 5 cm of bioretention filter materials (e.g. Søberg et al., 2017).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Søberg et al., 2017 source
May combine two claims.
InterpretationcitationThe complexity of metal adsorption increases with increases in the number of metals present due to competition between metals for binding sites, so different metals do not necessarily exhibit the same behavior under identical conditions.
“These findings illustrate that the complexity of metal adsorption increases with increases in the number of metals present due to competition between metals for binding sites, so different metals do not necessarily exhibit the same behavior under identical conditions (Bradl, 2004).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Bradl, 2004 source
May combine two claims.
PremisecitationWith typical infiltration rates of <300 mm/h, contact times for a 600 mm deep filter are generally at least 2 h, although in practice the infiltration rate varies depending on material, filter depth, root macro pores, bioturbation, and clogging.
“With typical infiltration rates of <300 mm/h (FAWB, 2008; Hunt et al., 2012) contact times for a 600 mm deep filter are generally at least 2 h, although, in practice, the infiltration rate of course varies depending on the type of material, filter depth, root macro pores, bioturbation, and level of clogging.”
Quote in the paperSubstantial claim0 of 2 sources checked- cites FAWB, 2008
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Hunt et al., 2012 source
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
InterpretationreasoningEfficient removal indicates that metals are bound to the filter material in more stable forms than found in this study or that oxidation of organic matter did not occur.
“Efficient removal indicates that metals are bound to the filter material in more stable forms than found in this study or that oxidation of OM did not occur.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationThe KB-OHIO material removed 68 and 83% of total Zn and Pb, respectively, in previous field-scale bioretention tests, but leached Ca, Cu, Fe, Mg and Mn.
“The KB-OHIO material removed 68 and 83% of total Zn and Pb, respectively, in previous field-scale bioretention tests, but leached Ca, Cu, Fe, Mg and Mn (Winston et al. 2015).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Winston et al. 2015
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
PremisecitationCr(III) is rapidly adsorbed by soil, specifically by Fe and Mn oxides, having particularly high affinities for Fe oxides; Cr adsorption increases with increases in pH and OM content, but decreases in the presence of competing cations, including ions of the other five metals considered.
“However, Cr(III) is rapidly adsorbed by soil, specifically by Fe and Mn oxides, having particularly high affinities for Fe oxides (Bradl, 2004). Furthermore, Cr adsorption increases with increases in pH and OM content, but decreases in the presence of competing cations, including ions of the other five metals considered here (Bradl, 2004).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Bradl, 2004 source
May combine two claims.
InterpretationreasoningAt the highest initial concentrations, the metal concentrations exceeded the sorption capacity by far, so the percentage of metals adsorbed by LTU-TOP, NC-USA, DWA and Hekla-B was negligible and initial and final concentrations were approximately the same.
“These concentrations exceeded the metal sorption capacity by far. Thus, the percentage of the metals which was adsorbed by these materials was rather negligible and consequently initial and final concentrations were approximately the same.”
Quote in the paperSubstantial claimMay combine two claims.
PremisecitationLTU-TOP efficiently removed metals in pilot-scale bioretention facilities under various ambient conditions, despite showing very low adsorption capacities in the present study.
“Although it showed very low adsorption capacities in the present study (Fig. 2), LTU-TOP efficiently removed metals in pilot-scale bioretention facilities under various ambient conditions (e.g. Blecken et al., 2009; Blecken et al., 2011; Søberg et al., 2017).”
Quote in the paperNot a substantial claim0 of 3 sources checkedClassified as probably not a substantial claim. May combine two claims.
PremisecitationIn physical adsorption, the bonds are relatively weak and easily break; metals may be adsorbed in several layers of molecules and easily desorbed by changes in temperature or other ambient water variables.
“In physical adsorption, the bonds are relatively weak and easily break (Bolis, 2013). Further, the metals may be adsorbed in several layers of molecules, and easily desorbed by changes in temperature or other ambient water variables (Bolis, 2013).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Bolis, 2013 source
May combine two claims.
InterpretationreasoningA major challenge when selecting bioretention filter materials is balancing high infiltration rates (but lower adsorption and contact time) offered by coarse materials, and potentially higher adsorption and longer contact time (but higher overflow) offered by finer materials.
“A major challenge when selecting bioretention filter materials is balancing high infiltration rates (but lower adsorption and contact time) offered by coarse materials, and potentially higher adsorption and longer contact time (but higher overflow) offered by finer materials.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationIn recent years biochar has received considerable attention as a soil additive for heavy metal adsorption in stormwater treatment systems because it has various metal ion-binding functional groups and increases SSA due to its high porosity.
“In recent years biochar has received considerable attention as a soil additive for heavy metal adsorption in stormwater treatment systems because it has various metal ion-binding functional groups and increases SSA due to its high porosity (Mohanty et al., 2018).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Mohanty et al., 2018 source
May combine two claims.
Interpretationown dataAddition of chalk may also help to improve metal adsorption by increasing the filter material's pH, while biochar addition seems to have no direct impact, despite increasing materials' SSA and OM contents.
“Addition of chalk may also help to improve metal adsorption by increasing the filter material’s pH, while biochar addition seems to have no direct impact, despite increasing materials’ SSA and OM contents.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningThese partly conflicting results, in combination with findings of this study and previously reported effects of drying, clearly show that further analyses of metal fractionation in bioretention filter material are required.
“These partly conflicting results, in combination with findings of this study and previously reported effects of drying, clearly show that further analyses of metal fractionation in bioretention filter material are required.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim. May combine two claims.
PremisecitationChalk (calcium carbonate) contents of soils have been associated with metal fixation, and are considered important for metal adsorption and hence their soluble concentrations.
“Chalk (calcium carbonate) contents of soils have been associated with metal fixation, and are considered important for metal adsorption and hence their soluble concentrations (Alloway et al., 1988).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Alloway et al., 1988 source
May combine two claims.
InterpretationcitationThese observations are consistent with findings in the present study that most of the adsorbed metals were in the exchangeable (I), labile organic (II), and amorphous Fe- and Mn-oxides (III) fractions, where metals are easily desorbed by changes in ambient water ionic composition and under oxidizing conditions.
“These observations are consistent with findings in the present study that most of the adsorbed metals were in the exchangeable (I), labile organic (II), and amorphous Fe- and Mn-oxides (III) fractions (Fig. 4), where metals are easily desorbed by changes in ambient water ionic composition and under oxidizing conditions (Tessier et al., 1979).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Tessier et al., 1979 source
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
InterpretationcitationThe high metal concentrations after extended dry periods may have been due to metal adsorption in potentially leachable forms, although the filter material was not subjected to confirmatory sequential extraction.
“This may have been due to metal adsorption in potentially leachable forms, although the filter material (similar to LTU-TOP) was not subjected to confirmatory sequential extraction.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningThe relatively low SSA, low OM content, high D50 and high coefficient of uniformity of DWA-chalk are not favorable characteristics for metal adsorption; hence, its high pH (due to the chalk additive) is presumably the main characteristic that favors metal adsorption.
“The relatively low SSA, low OM content, high D50 and high coefficient of uniformity (Table 2) of DWA-chalk are not favorable characteristics for metal adsorption. Hence, its high pH (due to the chalk additive) is presumably the main characteristic that favors metal adsorption.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).
InterpretationreasoningIdentifying the optimal mixture is challenging, especially as other objectives (e.g. supporting plants, treatment of other pollutants, and low cost) must also be met.
“Hence, identifying the optimal mixture is challenging, especially as other objectives (e.g. supporting plants, treatment of other pollutants, and low cost) must also be met.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningThe Hasselfors material is coarser than the other materials and is likely to provide shorter retention times, and its metal adsorption rates may be lower than those observed in this study in practice.
“The Hasselfors material is coarser than the other materials (being based on gravel rather than sand; Fig. 1, Table 2). Thus, it is likely to provide shorter retention times than the other materials, and its metal adsorption rates may be lower than those observed in this study in practice.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataThis has clear implications for the materials' long-term performance, during and after long dry periods and their disposal after maintenance.
“This has clear implications for the materials’ long-term performance, during and after long dry periods and their disposal after maintenance (when risks of metal desorption during excavation and movement of excavated filter material must be considered).”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S4 (based).
Interpretationnone givenAdding biochar may be undesirable due to its degradation over time.
“Moreover, adding it may be undesirable due to its degradation over time.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim. May combine two claims.
PremisecitationBoth chemisorption and physisorption of metals release heat, but the amounts of heat released differ substantially, in ranges of ca. 80-400 KJ/mol and 5-45 KJ/mol, respectively.
“Both chemisorption and physisorption of metals release heat, but the amounts of heat released differ substantially, in ranges of ca. 80–400 KJ/mol and 5–45 KJ/mol, respectively (Bolis, 2013).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Bolis, 2013 source
May combine two claims.
Interpretationown dataResults of this study show that filter materials for stormwater bioretention have numerous differences and complex, sometimes conflicting characteristics, all of which may affect metal treatment.
“Results of this study show that filter materials for stormwater bioretention have numerous differences and complex, sometimes conflicting characteristics, all of which may affect metal treatment.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationA recent review of the utility of biochar as an additive in stormwater treatment systems concluded that it has varying capacity to remove metals.
“Accordingly, a recent review of the utility of biochar as an additive in stormwater treatment systems concluded that it has varying capacity to remove metals (Mohanty et al., 2018).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Mohanty et al., 2018 source
May combine two claims.
InterpretationcitationThe sediment trapped by stormwater bioretention systems will affect the metal fractionation as well as the filter material.
“Hence, the sediment trapped by stormwater bioretention systems will affect the metal fractionation as well as the filter material.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataThe Orbicon material has much smaller particles than the other materials, which might pose risks for clogging and thus overflow or bypass.
“In contrast, the Orbicon material has much smaller particles than the other materials (Fig. 1, Table 2), which might pose risks for clogging and thus overflow or bypass.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
PremisecitationLi and Davis (2008) found a close relationship between capture of metals and runoff particles.
“Furthermore, Li and Davis (2008) found a close relationship between capture of metals and runoff particles.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Li and Davis (2008) source
The paper relies on this without support.
Many filter materials are marketed and used in actual bioretention facilities without any previous testing.
“At present, many filter materials are marketed and used in actual bioretention facilities without any previous testing.”
The paper relies on this without support.
Choices of filter materials are often based on hunches or preferences of a few individuals and are not tested prior to or after implementation.
“Choices of filter materials are often based on hunches or preferences of a few individuals and are not tested prior to or after implementation.”
The paper relies on this without support.
At present, no studies have systematically evaluated and compared the dissolved metal adsorption capacities of different filter materials recommended/implemented in stormwater bioretention worldwide.
“At present, no studies have systematically evaluated and compared the dissolved metal adsorption capacities of different filter materials recommended/implemented in stormwater bioretention worldwide.”
The paper relies on this without support.
In some countries, e.g. Sweden, there are no national specifications for filter material composition, so consultants and/or local stormwater managers define filter materials on a case-by-case basis.
“In other countries, e.g. Sweden, there are no such national specifications, so consultants and/or local stormwater managers define filter materials on a case-by-case basis.”
The paper relies on this without support.
Some filter materials may not efficiently remove or may even leach targeted pollutants because other objectives (e.g. support of plant growth) are prioritized during their development.
“Further, some filter materials may not efficiently remove or may even leach targeted pollutants because other objectives (e.g. support of plant growth) are prioritized during their development.”
The paper relies on this without support.
OM (e.g. peat, compost) favors metal adsorption.
“For instance, it is well known that OM (e.g. peat, compost) favors metal adsorption.”
The paper relies on this without support.
Only one study has addressed fractionation in bioretention systems.
“Only one study has addressed such fractionation in bioretention systems.”
The paper relies on this without support.
Hekla and Hasselfors are now commonly used in Swedish bioretention facilities intended to improve water quality, although they have not been subjected to laboratory or field tests.
“They are now commonly used in Swedish bioretention facilities intended to improve water quality, although they have not been subjected to laboratory or field tests.”
The authors state this as an assumption.
Temkin isotherm assumes bonding energy is uniformly distributed, with the heat of adsorption decreasing linearly with coverage, ignoring extremely low and very high concentrations.
“Assumptions underlying the Temkin isotherm (using the linear form in equation (5)) are that bonding energy is uniformly distributed, with the heat of adsorption decreasing linearly with coverage, ignoring extremely low and very high concentrations.”
The authors state this as an assumption.
Dubinin-Radushkevich isotherm is based on assumptions of a heterogeneous surface.
“The Dubinin-Radushkevich isotherm (using the linear form presented in equation (7)) is based on assumptions of a heterogeneous surface, which is more realistic, since solutions and materials are rarely perfectly mixed.”
The paper relies on this without support.
No previous tests of metal adsorption by Hekla, Hekla-B, Hasselfors or Orbicon have been published.
“No previous tests of metal adsorption by Hekla, Hekla-B, Hasselfors or Orbicon have been published, despite their widespread use in bioretention in Sweden and Denmark.”
The authors state this as an assumption.
Adsorption processes are rather quick.
“which would support the assumption of rather quick adsorption processes”
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Each contradiction between two passages listed here was confirmed by an independent check.
The two pseudo-second-order kinetic equations are not equivalent
MinorRearranging equation (10) gives t/qt = 1/(K2qe2) + t/(K2qe), whereas equation (11) gives t/qe as its second term. Equation (10) is missing K2 from its denominator if equation (11) is the intended linearization.
“(10) qt=qe²K2t/(1+qet)”
“(11) (t/qt)=(1/K2qe²)+(t/qe)”
Biochar-containing materials do not have the highest specific surface areas
MinorTable 2 lists KB-OHIO at 3.93 m2/g, exceeding both biochar-containing materials: Hekla-B at 3.13 and Hasselfors at 3.09 m2/g.
“Materials with biochar additive (Hekla-B and Hasselfors) had the highest SSA and OM contents.”
“| KB-OHIO | 8.0 | 3.93 ± 0.17 | 27.5 | 0.91 | 0.24 |”
DWA is not markedly lower in pH than the other materials
MinorThe discussion uses low pH to characterize all three lowest-adsorbing materials, including DWA. Table 2 gives DWA a pH of 8.3, higher than several other materials, including Hekla at 7.7.
“Conversely, DWA, LTU-TOP and NC-USA, the materials with the lowest metal adsorption, have markedly lower pH than the other materials, small SSA and low OM contents (Table 2).”
“| Hekla | 7.7 | 0.85 ± 0.06 | 57.8 | 0.61 | 0.18 | | Hekla-B | 8.8 | 3.13 ± 0.17 | 97.0 | 0.65 | 0.18 | | DWA | 8.3 | 0.87 ± 0.09 | 2.9 | 0.77 | 0.27 |”
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Self-citation
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Cited by
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“materials in other stormwater treatment systems, such as bioretention cells [3].”
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“Additives of chalk (CaCO 3 ) may increase pH in the filter media and improve metal adsorption (Hatt et al., 2011; Søberg et al., 2019).”
Self-citationAl-Amin, A., & McKenzie, E. R. (2025) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2025.178369
Furén, R., Lange, K., Beryani, A., Viklander, M., & Blecken, G. (2025) · SSRN Electronic Journal · doi:10.2139/ssrn.5114676
Self-citationFurén, R., Lange, K., Beryani, A., Viklander, M., & Blecken, G. (2025) · SSRN Electronic Journal · doi:10.2139/ssrn.5138649
Self-citationComparison of black carbon media for removal of dissolved metals in stormwater
Croft, K., Nicola, S. D., Yuan, C., Kaya, D., Davis, A. P., & Kjellerup, B. V. (2025) · Journal of Contaminant Hydrology · doi:10.1016/j.jconhyd.2025.104757
Environmental risk ranking of 20 metal(loid)s in urban runoff: A Swedish nationwide meta-analysis
Beryani, A., Lindfors, S., Geronimo, F. K. F., Müller, A., Blecken, G., Lundy, L., Österlund, H., & Viklander, M. (2026) · Journal of Hazardous Materials · doi:10.1016/j.jhazmat.2026.142787 · Cited by 1 · see citing works
Self-citationHagen, L., Blecken, G., Flanagan, K., Beryani, A., & Viklander, M. (2026) · Journal of Hazardous Materials Advances · doi:10.1016/j.hazadv.2026.101335
Self-citation
- Authors
- Søberg, L. C., Winston, R., Viklander, M., & Blecken, G.-T.
- Affiliations
- Luleå University of Technology (SE)
- The Ohio State University (US)
- Corresponding author
- Søberg, Laila C.
- Venue
- Water Research X
- Publisher
- Elsevier BV
- Published
- 2019-08
- Volume
- 4
- Pages
- 100032
- ISSN
- 2589-9147 (ISSN-L)
- PMC
- PMC6614605
- OpenAlex
- W2944030690
- Cited by
- 47
- References
- 32
- Citations by year
- 2026: 2 · 2025: 10 · 2024: 3 · 2023: 7 · 2022: 6 · 2021: 10 · 2020: 8 · 2019: 1
- FWCI
- 2.59
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Water Research X (publishedVersion, cc-by-nc-nd)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (submittedVersion, cc-by-nc-nd)
- PubMed Central (submittedVersion, cc-by-nc-nd)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- Svenska Forskningsrådet Formas
- Topics
- Physical Sciences › Environmental Science › Environmental Engineering › Urban Stormwater Management Solutions
- Physical Sciences › Environmental Science › Water Science and Technology › Adsorption and biosorption for pollutant removal
- Physical Sciences › Environmental Science › Pollution › Heavy metals in environment
- Keywords
- filter media, sequential extraction, metal fractionation, adsorption kinetics, biochar, organic matter, exchangeable metals, metal retention, stormwater treatment
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