Patrick M. Melia*ab,
Rosa Busquetsa,
Santanu Rayb and
Andrew B. Cundybc
aKingston University, Faculty of Science, Engineering and Computing, Kingston Upon Thames, KT1 2EE, UK. E-mail: patrick-melia@outlook.com; r.busquets@kingston.ac.uk
bSurface Analysis Laboratory, University of Brighton, Faculty of Science and Engineering, BN2 4GJ, UK
cUniversity of Southampton, School of Ocean and Earth Science, Southampton, SO14 3ZH, UK
First published on 4th December 2018
Agricultural production results in wastes that can be re-used to improve the quality of the environment. This work has investigated for the first time the use of abundant, un-modified agricultural wastes and by-products (AWBs) from grape, wheat, barley and flax production, to reduce the concentration of Cd, a highly toxic and mobile heavy metal, in contaminated water. At concentrations of 1.1 mg Cd per L, flax and grape waste were found superior in removing Cd compared with a granular activated carbon used in water treatment, which is both more expensive and entails greater CO2 emissions in its production. At a pH representative of mine effluents, where Cd presents its greatest mobility and risk as a pollutant, grape and flax waste showed capacity for effective bulk water treatment due to rapid removal kinetics and moderate adsorption properties: reaching equilibrium within 183 and 8 min – adsorption capacities were determined as 3.99 and 3.36 mg Cd per g, respectively. The capacity to clean contaminated effluents was not correlated with the surface area of the biosorbents. Surface chemistry analysis indicated that Cd removal is associated with exchange with Ca, and chemisorption involving CdCO3, CdS and CdO groups. This work indicates that some AWBs can be directly (i.e. without pre-treatment or modification) used in bulk to remediate effluents contaminated with heavy metals, without requiring further cost or energy input, making them potentially suitable for low-cost treatment of persistent (e.g. via mine drainage) or acute (e.g. spillages) discharges in rural and other areas.
Among heavy metals, Cd has special relevance due to its broad use, mobility and toxicity (classified as carcinogenic, mutagenic, toxic for reproduction and toxic to bones and kidneys).4,5 Furthermore, Cd ions are considered to be more mobile in aquatic environments than most other heavy metals.4 The global extraction of Cd was 20100 tons in 20096 and a fraction of this ends up being released to the environment, and Cd is found at toxic concentrations in some rivers.2 Indirect sources of Cd to surface water can be emissions or products from industries such as electroplating, pigment/textile, plastics production (i.e. with up to 2 g Cd per kg PVC), Ni–Cd batteries, and photovoltaic technologies (in the form of Cd–tellurium).7 Mineral fertilisers are derived from phosphate rock where Cd occurs naturally at concentrations of 1–92 mg Cd per kg rock,8,9 consequently Cd can also enter directly to surface water, soil and the food chain through direct application of phosphatic fertilisers, which represents 60% of the emissions of Cd to soils.10,11 Among the heavy metals in phosphate rock, Cd has the highest transfer factor in plants,8 and therefore its concentration in water and soil is of high concern. Cd can also be present in mine effluents which, in origin, may be very acidic (pH 2.2–3.1),12 conditions in which Cd presents its highest mobility. The pH of these effluents rises later to 4–5 when mixing with pristine waters.12
Cd is identified as a priority hazardous substance, listed among the 33 substances identified as such by the European Commission.13 The discharge of Cd from various industrial sectors into surface water is to be ceased by 2020,14 and its limit in drinking water is 5 μg L−1.15 The removal of Cd from industrial effluents, mine waters or other Cd sources is therefore of high importance to prevent its discharge and accumulation in the environment. A recent review has discussed the current technologies used for the removal of Cd and other heavy metals from industrial wastewater.16 Chemical precipitation is the most widely used technique in industry for Cd removal, and ion exchange techniques are also commonly used. Other techniques include membrane filtration, coagulation and flocculation, flotation, electrochemical treatment and adsorption via activated carbon. However, despite being highly effective, there are practical drawbacks that limit the applicability of these approaches such as the high volumes of chemical sludge generated in chemical precipitation; and the high cost (and potential for biofouling) of ion exchange and membrane filtration-based processes.16 Adsorption has become a popular treatment for the removal of Cd and is considered one of the most efficient and economical contaminant removal techniques.17 Biochar and activated carbons have been used for the adsorption of Cd, and although effective, they are relatively expensive to produce, which limits their use.18 Numerous low-cost materials have been investigated for their potential as alternatives to activated carbon, and these include natural materials such as zeolite19 and montmorillonite;20 or industrial wastes such as fly ash.21 There has also been recent interest in the application of agricultural wastes and by-products (AWBs) for the removal of Cd such as leaves from camphor tree22 or garlic peel.23 These sorbents typically have low preparation costs, and potentially greener credentials than activated carbons, i.e. they use natural agricultural residues rather than coal-derived products as a feedstock and can be applied to divert wastes from landfill or other disposal. Much of the published data however have focused on processed or modified AWBs, and on adsorption capacity and kinetics rather than fundamental adsorption mechanisms.
This study aims to evaluate abundant, un-modified agricultural wastes and by-products as cost-effective sorbents for the removal of Cd from water. Surface chemistry analysis is used to assess adsorption mechanisms for Cd, and adsorption kinetics and capacities compared to those previously reported for processes or modified AWBs. This research contributes to the environmentally sustainable initiative of the development of a more circular economy, where the utilisation of food wastes can be used to improve water quality (water-food nexus).
The samples dried in air were sputter-coated with palladium and examined using a JEOL JSM-6310 Field Emission Scanning Electron Microscope (Oxford instruments, UK) operating at 3–5 KV for all sorbents.
XPS was performed using an ESCALAB 250 Xi system (Thermo Scientific) equipped with a monochromated Al Kα X-ray source, a hemispherical electron energy analyzer, a magnetic lens and a video camera for viewing the analysis position. The standard analysis spot of ca. 900 × 600 μm2 was defined by the microfocused X-ray source. Full survey scans (step size 1 eV, pass energy 150 eV, no of scans: 5, dwell time 50 mS) and narrow scans (step size 0.1 eV, pass energy 20 eV, no of scans: 10, dwell time 100 mS) of the C 1s (binding energy, BE ∼ 285 eV), O 1s (BE ∼ 531 eV), P 2p (BE ∼ 130 eV), Cd 3d (BE ∼ 410 eV), Ca 2p (BE ∼ 350 eV), and Cu 2p (BE ∼ 940 eV) regions were acquired from three separate areas on each sample. Data were transmission function corrected and analyzed using Thermo Avantage Software (Version 5.952) using a smart background. The XPS analysis was carried out on dry grape waste before and after Cd adsorption studies.
(1) |
(2) |
For investigation of sorption kinetics, uptake was measured over several predetermined time intervals (1, 5, 20, 60, 120, 240 and 480 minutes) in duplicate from an initial concentration of 18.4 mg Cd per L. The pH was adjusted to 5.5 as described in Section 2.1 – this has been indicated as the optimal acidity for Cd adsorption26,27 and is representative of acidic soils and mine effluents that have been attenuated.12 No effort was made to maintain pH throughout the process. The experimental data obtained was modelled using kinetic models (pseudo-first- and pseudo-second-order).
The effect of the concentration of contaminant on its removal was assessed using initial concentrations of ∼1.1, 6.8 and 21.5 mg Cd per L at pH 5.5, performed at equilibria with a contact time of 4 hours (determined through the kinetics experiments). A commercial granular activated carbon (AC) was introduced here to provide a comparison against the AWBs at low concentration. The quantification of Cd was carried out using an ICP-OES Perkin Elmer Optima™ 2100 DV with detection limit in the analysis of Cd at <10 ppb.
Material | Surface area (m2 g−1) |
---|---|
Grape wastes | 1.6 |
Flax wool | 75.1 |
Flax shive | 1.5 |
Flax mat | 4.2 |
Wheat straw | 8.7 |
Barley straw | 9.3 |
Granular activated carbon (GAC) | 552 |
SEM observations (Fig. 1) showed the existence of macroporosity in some samples. The morphology of the samples is distinct, from amorphous structures with little evidence for ordered pore structure (Fig. 1B) to fibrous structures (Fig. 1D) and samples with well-defined channels, still in the range of macropores (Fig. 1A and C). Such pore structures can act as transport routes for Cd-containing solutions to access inner pores and sorption sites. The existing porosity represents the native plant structure of the materials. The higher porosity and surface areas associated with GAC materials are derived through activation processes at high temperature, which requires the input of energy, CO2, and leads to increase of micro and mesoporosity, resulting in greater surface area.
Fig. 1 SEM micrographs of wheat straw (A), grape waste (B), flax shive (C) and flax wool (D). The scale bar given is applicable to all the micrographs. |
The Cd sorption efficiency of grape waste was significantly higher than the other AWBs tested, giving a removal of 74.6 ± 4.3% Cd in this study, despite the very low surface area of this material (Table 1). In contrast, both types of straw showed lower potential for the removal of Cd from solution, with removal efficiencies of <12%. Of the three flax-based materials, flax wool performed best although this was still less than half as efficient as grape wastes. The results also indicate that the processing stages used when converting the wool into a flax mat can lead to physico-chemical changes in the flax sorbent that can reduce the uptake of Cd.
The lack of correlation between surface area and Cd removal efficiency (Fig. 3) indicates that there is some degree of selectivity in the adsorption process. Earlier work found that the phenolic moiety from the lignan secoisolariciresinol diglucoside from flax seeds (not assayed in our work) could complex divalent cations.33 Grape wastes are also known to be rich in phenolic moieties.
Based on these preliminary results, grape and flax wool were chosen for further study. They represent the two most efficient waste materials studied (in terms of sorption properties) and incorporate varying features amongst the AWBs which may be important for further understanding mechanisms driving the adsorption of Cd to these biosorbents.
Sorbent | Result | Initial concentration (mg Cd per L) | ||
---|---|---|---|---|
1.1 | 6.8 | 21.5 | ||
Grape wastes | Removal efficiency (%) | 95.9 ± 1.24 | 96.0 ± 0.51 | 92.8 ± 0.77 |
Capacity (mg g−1) | 0.22 ± 0.003 | 1.30 ± 0.007 | 3.99 ± 0.033 | |
Equilibria conc. (mg L−1) | 0.046 ± 0.01 | 0.27 ± 0.03 | 1.55 ± 0.16 | |
Final pH | 7.67 | 7.15 | 6.49 | |
Flax wool | Removal efficiency (%) | 90.4 ± 0.43 | 89.4 ± 0.31 | 78.1 ± 0.05 |
Capacity (mg g−1) | 0.20 ± 0.001 | 1.21 ± 0.004 | 3.36 ± 0.002 | |
Equilibria conc. (mg L−1) | 0.11 ± 0.005 | 0.72 ± 0.021 | 4.70 ± 0.01 | |
Final pH | 6.97 | 6.64 | 6.36 |
The maximum adsorption capacities found in this study are 3.99 and 3.36 mg Cd per g for grape waste and flax wool respectively. At much higher initial concentrations this value would be higher, albeit at unrealistic conditions, i.e. not found in environmental/waste effluents. The uptake is compared with the performance of other (modified) waste materials in Table 3 showing that the studied unmodified AWBs offer competitive removal compared with modified waste. Some modified AWB materials in the literature reported to have been activated, carbonised or ground appear to have larger maximum Cd uptake capacities than unmodified AWBs (Table 3) on a per gram basis. For example, a composite involving CaCO3 nanoparticles deposited onto porous sewage sludge biochar, which is a more energy intensive and costly material than AWBs, achieved about 10 times greater removal capacity.35
Sorbent material | Capacity – at maximal condition of adsorption (mg Cd per g sorbent) | Ref. |
---|---|---|
Grape wastes | 3.99 | This study |
Flax wool | 3.36 | This study |
Grape stalks | 27.9 | 27 |
Corn stalk | 3.81 | 37 |
Modified wheat straw | 39.22 | 38 |
Rice husk ash | 3.04 | 39 |
Microwaved olive stone activated carbon | 11.72 | 40 |
Ground sugarcane bagasse | 69.06 | 41 |
Ground maize corncob | 105.6 | 41 |
Further study is required however into the overall cost of pre-treatments and modifications to determine if the improved capacity and performance they provide are worth the costs, complexity and chemicals added to the process. Maximum adsorption capacity, although being highly valued for adsorbent materials, may not be as important for AWBs materials since their low cost or presence as by-products otherwise requiring disposal mean that larger masses of sorbent may be applied in the adsorption process, offsetting their lower adsorption capacities. Conversely, this means that higher post-treatment disposal volumes of adsorbent are generated, although the final disposal route will depend on local regulatory classifications (i.e. classification of the material as a waste or usable biomass) and thresholds, and the potential of the AWBs for further processing and valorisation.36
The experimental data were fitted using different models (Table 4) to elucidate mechanisms controlling the uptake of Cd by these AWBs. The sorption of Cd to grape wastes and flax wool fits very well to a pseudo second-order model. This indicates that the kinetic rate is partly influenced by chemisorption mechanisms42 and is partly complex in nature as it does not fit as well to a pseudo first-order model. Other studies using AWB materials as sorbents have also found kinetic experimental data to fit this model, possibly owing to chemisorption due to the interaction of the contaminants with the functional groups in cellulose and hemicellulose material.43 Interestingly, the uptake here was not related to the surface area, whereas in chemisorption uptake would generally be correlated with this parameter. This lack of correlation was observed in other sorption processes elsewhere,44 and it was attributed to the existence of specific sites within the sorbent with affinity for the contaminant.
Pseudo first-order | Pseudo second-order | |||||
---|---|---|---|---|---|---|
Qe (mg Cd per g) | Rate constant (min−1) | R2 value | Qe (mg Cd per g) | Rate constant (mg (g min)−1) | R2 value | |
GW | 2.73 | 0.0223 | 0.9746 | 3.59 | 0.0196 | 0.9981 |
FW | 1.23 | 0.0435 | 0.6582 | 2.77 | 0.340 | 0.9997 |
The sorption kinetics rate associated with flax wool (0.340 mg (g minute)−1) was greater than the equivalent rate for grape wastes (0.0196 mg (g minute)−1). This lower rate for grape wastes may indicate that chemisorption processes such as ion-exchange dominate in grape waste whereas van der Waals forces may dominate in the uptake of Cd in flax wool.45 These results point out the important potential of flax wool for its use in the filtration of contaminated effluents, or either flax wool or grape waste (in a suitable form) for the passive treatment of diffuse contamination such as leachates in mine sites where other more expensive technologies like dispersed alkaline substrate are currently implemented.46
Peak assignments | C–C, C–H (sp3) | Amine (C–N) | C–O alcohol/ether | N–CO amide | Carbonate (–CO3) |
---|---|---|---|---|---|
Peak BE | ∼285.0 eV | ∼285.9 eV | ∼286.7 eV | ∼288.2 eV | ∼289.2 eV |
Atomic % | 60.53 | 12.36 | 17.33 | 8.49 | 8.8 ± 0.21 |
Peak assignments | CaO | CaCO3 | Ca3(PO4)2 |
---|---|---|---|
Peak BE | ∼346.2 eV | ∼347.1 eV | ∼347.7 eV |
Atomic % | 13.24 | 36.3 | 54.46 |
Peak assignments | Cd | CdCO3 | CdS (or Cd2+) | CdO |
---|---|---|---|---|
Peak BE | ∼404.75eV | ∼405.18 eV | ∼405.74 eV | ∼406.81 eV |
Atomic % | 18.92 | 32.67 | 32.96 | 10.45 |
Peak assignments | Ca3(PO4)2 | CaHPO4 |
---|---|---|
Peak BE | 132.9 eV | 133.8 eV |
Atomic % | 25.7 | 74.3 |
Peak assignments | O 1s | N 1s | Ca 2p | C 1s | P 2p | Cd 3d |
---|---|---|---|---|---|---|
Grape waste after Cd adsorption | ||||||
Peak BE (eV) | 530 | 399 | 347 | 285 | 132 | 403 |
Atomic % | 18.7 | 3.1 | 0.4 | 77.3 | 0.30 | 0.20 |
Peak assignments | O 1s | N 1s | Ca 2p | C 1s | P 2p | Cd 3d | S 2p | K 2s |
---|---|---|---|---|---|---|---|---|
Control dry grape waste | ||||||||
Peak BE (eV) | 530 | 399 | 347 | 285 | 132 | 403 | 163 | 375 |
Atomic % | 19.9 | 5.9 | 0.4 | 72.4 | 0.5 | 0.0 | 0.2 | 0.8 |
This study has demonstrated the potential of low cost and low/un-processed sorbents for effective removal of Cd: flax wool and grape waste but also flax shive, wheat and oat straw. Further work should address optimising their final form for their application in environmental remediation (e.g. as mulches on soil alongside water courses, or as baled (i.e. bundled and bound) material in contaminated waters). AWBs are often available in large quantities, and so can be useful at large scale as they require minimal technical provision/input and reduce the need for chemical additions or costlier processes. While further work is required on their application to other divalent metal cations, this research indicates that some AWBs can be directly (i.e. without pre-treatment or modification) used in bulk to remediate effluents contaminated with heavy metals, without requiring further cost or energy input, making them potentially suitable for low-cost treatment of persistent (e.g. via mine drainage) or acute (e.g. spillages) discharges in rural and other areas.
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