Cited by 47Urban Stormwater Management SolutionsAdsorption and biosorption for pollutant removalHeavy metals in environment

Dissolved metal adsorption capacities and fractionation in filter materials for use in stormwater bioretention facilities

Open access
Søberg, Laila C., Winston, Ryan, Viklander, Maria, Blecken, Godecke-Tobias·2019·Water Research X

Abstract

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

Crossref · 10.1016/j.wroa.2019.100032

Cites

32 of 32 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

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
    • cites Li and Davis, 2008 source
    • cites Wang et al., 2017 source
  • 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
  • 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).

    Premisecitation

    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.

    “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.

    Premisecitation

    Conflicting 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 checked
    • cites Blecken et al., 2011 source
    • cites Wang et al., 2017 source
    • cites Muthanna et al., 2007 source
  • May combine two claims.

    Premisecitation

    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%).

    “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 conductreasoning

    The 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).

    Premisecitation

    Jayarathne 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).

    Premisecitation

    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.

    “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.

    Findingreasoning

    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.

    “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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingown data

    The 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 claim
  • May combine two claims.

    Findingown data

    Hasselfors 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    The 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 claim
  • May combine two claims.

    Findingown data

    Sand-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 claim
  • May combine two claims.

    Findingown data

    Despite 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 claim
  • May combine two claims.

    Findingown data

    In 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 claim
  • May combine two claims.

    Findingown data

    DWA-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 claim
  • May combine two claims.

    Findingown data

    Hekla 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 claim
  • May combine two claims.

    Findingown data

    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 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 claim
  • May combine two claims.

    Findingown data

    For 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 claim
  • May combine two claims.

    Findingown data

    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 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingnone given

    The 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 claim
  • May combine two claims. The quote only partly states this claim.

    Findingown data

    For 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 claim
  • May combine two claims.

    Findingown data

    For 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 claim
  • May combine two claims.

    Findingown data

    For 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 claim
  • May combine two claims.

    Findingnone given

    Adsorption 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 claim
  • May combine two claims.

    Findingown data

    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.

    “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 claim
  • May combine two claims.

    Findingown data

    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, 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 claim
  • May combine two claims.

    Findingown data

    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.

    “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 claim
  • May combine two claims.

    Findingown data

    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.

    “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 claim
  • May combine two claims.

    Findingown data

    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.

    “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 claim
  • May combine two claims.

    Findingown data

    The 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 claim
  • May combine two claims.

    Findingnone given

    All 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductnone given

    All 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Metals 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.

    Premisecitation

    The 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.

    Premisecitation

    Reported 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 checked
    • cites Muthanna et al., 2007 source
    • cites Søberg et al., 2017 source
  • May combine two claims.

    Interpretationown data

    Leaching 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 claim
  • May combine two claims.

    Premisecitation

    Dissolved 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).

    Premisecitation

    The 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).

    Premisecitation

    Urban 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).

    Premisecitation

    A 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 checked
    • cites Hatt et al., 2008 source
    • cites Søberg et al., 2017 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Vegetation 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 checked
    • cites Muthanna et al., 2007 source
    • cites Sun and Davis, 2007 source
    • cites Read et al., 2008 source
  • Probably not a substantial claim: may not pass S2 (checkable). May combine two claims.

    Premisecitation

    The 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 given

    Controls (solution without filter material) were included in all runs.

    “Controls (solution without filter material) were included in all runs.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    The 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 checked
    • cites Muthanna et al., 2007 source
    • cites Hatt et al., 2008 source
    • cites Blecken et al., 2011 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Metals 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.

    Interpretationcitation

    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.

    “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.

    Premisecitation

    With 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.

    Interpretationreasoning

    Efficient 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 claim
  • May combine two claims.

    Premisecitation

    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.

    “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.

    Premisecitation

    Cr(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.

    Interpretationreasoning

    At 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 claim
  • May combine two claims.

    Premisecitation

    LTU-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 checked
    • cites Blecken et al., 2009 source
    • cites Blecken et al., 2011 source
    • cites Søberg et al., 2017 source
  • Classified as probably not a substantial claim. May combine two claims.

    Premisecitation

    In 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.

    Interpretationreasoning

    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.

    “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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    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.

    “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 data

    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.

    “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 claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning

    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.

    “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 claim
  • Classified as probably not a substantial claim. May combine two claims.

    Premisecitation

    Chalk (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.

    Interpretationcitation

    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, 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.

    Interpretationcitation

    The 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 claim
  • May combine two claims.

    Interpretationreasoning

    The 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 claim
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).

    Interpretationreasoning

    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.

    “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 claim
  • May combine two claims.

    Interpretationreasoning

    The 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 claim
  • May combine two claims.

    Interpretationown data

    This 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 claim
  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationnone given

    Adding 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 claim
  • Classified as probably not a substantial claim. May combine two claims.

    Premisecitation

    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.

    “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 data

    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.

    “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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    A 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.

    Interpretationcitation

    The 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 claim
  • May combine two claims.

    Interpretationown data

    The 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 claim
  • Classified as probably not a substantial claim.

    Premisecitation

    Li 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
70 of 70
  • 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”
12 of 12

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

    Minor

    Rearranging 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.

  • Biochar-containing materials do not have the highest specific surface areas

    Minor

    Table 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.

  • DWA is not markedly lower in pH than the other materials

    Minor

    The 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.

3 of 3

Cites

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Cited by

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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)
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
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

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-18.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-18.

Cited sources are checked by gpt-6-sol.

Statistics and arithmetic are recomputed, not judged.

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