Abstract
The potential of sewage sludge-derived biochar and humus mixtures for attenuation of polycyclic aromatic hydrocarbons (PAHs) in crude oil contaminated soil was evaluated. Laboratory-scale experiments involving ultisol samples spiked with crude oil, sewage sludge-derived biochar, and mixed biochar with humus sediment were monitored for removal of PAHs at the intervals of 1, 6, and 12 months. The results revealed that out of the three biochar products obtained at different pyrolysis temperatures: 500, 700, and 900 °C (designated BC500, BC700, and BC900, respectively), BC700 recorded desirable properties and acceptable levels of PAHs suitable for soil amendment. Characterisation of the mixture for functional groups using Fourier transform infrared spectroscopy (FTIR) and surface morphology using scanning electron microscopy (SEM) revealed the presence of oxygenated and nitrogenated species that could support mineralisation of PAHs, increased surface area as well as pores to aid pollutant adsorption. The study revealed that the derived mixture demonstrated the potential to reduce the level of PAHs in contaminated soil. About 70% maximum reduction in the levels of total PAHs was recorded within 1 month for soil treated with the derived mixture in comparison to the control experiment.
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1 Introduction
Treatment and reuse of wastes evolved as a way of solving the challenges of overpopulation and depleting material resources. Sewage sludge is a by-product of wastewater treatment. In many developing countries, a common method for the disposal of sewage and sewage sludge is landfilling and discharge into surface waters. These disposal methods result in gross contamination of the environment that may consequently lead to the spread of enteric diseases. According to Beecher [1], it is estimated that if some developing countries were to attain the levels of wastewater treatment obtained in developed countries, sewage sludge production (in metric tonnes) would be 2,852,972 (Nigeria); 4,069,339 (Brazil); 375,191 (Cameroon); 1,617,928 (Ethiopia); 21,596 (Hungary); 956,062 (South Africa); and 1,523,506 (Turkey). Whereas, for some developed countries, the values of sewage sludge production (in metric tonnes) are 2,966,000 (China); 2,000,000 (Japan); 550 (Canada), 6,514,000 (USA); 2,000,000 (Germany); 1,500,000 (UK); and 1,500,000 (Netherlands). High sewage sludge volumes in developed countries are related to high population size and availability of sewage treatment infrastructure. However, the handling of sewage and sewage sludge still remains a serious challenge in most urban cities globally [2,3,4,5]. This becomes more complicated because of stricter environmental regulations guiding the handling and disposal of sewage sludge and its effluents in those countries. The incineration method was later devised for the treatment of sewage sludge, but this is usually achieved at a very high cost [6]. Yet, an environmentally sustainable handling method has been suggested which incorporates ecological, economic, and social responsibilities [7]. In the current paradigm, materials utilisation and recovery are emphasised.
Furthermore, there is no single solution to the environmental and energy problems associated with sewage (sludge) management, thus leading to the advent of sustainable alternatives for waste materials utilisation. Examples of these include the utilisation of sludge wastes for the production of energy [8, 9], building materials [4], fertilisers and soil conditioners [10], feedstock for the production of novel adsorbents for pollution reduction and metal extraction [11], amongst others. Another beneficial way of utilising sewage sludge is to valorise it into useful materials such as activated carbon [6] or biochar [12] for the remediation of pollutants. Sludge when pyrolysed produces a carbonaceous residue called biochar. The biochar, owing to its aromatic nature, high surface area, cation exchange capacity (CEC), micropore volume, and the presence of multi-functional polar groups serve as a good sorbent for pollutant adsorption as well as carbon dioxide sequestration [13, 14].
Crude oil and its derived products constitute many organic contaminants that could pose human and environmental health risks during spill events. Polycyclic aromatic hydrocarbons (PAHs) are amongst the most important class of crude oil-derived organic contaminants which are known to be persistent and classified as possible carcinogens. Remediation of sites contaminated with PAHs still receives wide attention by scientists and engineers in recent times because of stricter environmental regulations and the need to maintain healthy ecosystems. Soil amendment with different substrates and materials have been developed and applied to remediate sites contaminated with PAHs. Direct application of sewage sludge for remediation of contaminated sites is possible, but there are concerns that the sewage sludge may increase the levels of contaminants or introduce other types of contaminants such as trace metals [12]. Examples of these substrates and materials reported include organic fertilisers, microbial consortia, biochar, and bulking agents, amongst others [15,16,17].
Recently, great attention has been drawn towards the use of valorised waste biochar for remediation of PAHs and other organic contaminants in soils [14, 18,19,20,21,22]. The motivation lies in the need for resource recovery for sustainable environmental remediation [23, 24]. Similarly, the role of humus substances on the fate and distribution of PAHs in soils has been evaluated [25,26,27,28,29,30,31,32,33]. However, under certain environmental conditions such as excess crude oil spills and soil characteristics, it is still unclear how humus substances and biochar interact with and/or influence the distribution of PAHs. Our previous reports highlighted the peculiarity of site-specific remediation approaches, especially in developing countries, and the need for sustainable methods [34, 35]. Furthermore, most studies focused on single or binary contaminant media; whereas, practical situations encountered often involve the complex mixture of contaminants such as crude oil spills which could contain multiple suits of PAHs [36]. In our recent study, we reported the possibility of a complementary role of humic substances in achieving low levels of PAHs in a freshwater tropical river sediment under medium anthropogenic stress [37]. However, as sediment mudflats may not be a renewable resource for remediation, we attempted to engineer, in the present study, a mixture combining both humus sediment and biochar obtained from sewage sludge. The objective was to evaluate the effect of humus sediment slurry on PAH distribution in sewage sludge-derived biochar amended tropical ultisol under excess crude oil inoculation.
2 Materials and methods
2.1 Materials
Sewage sludge samples for the preparation of biochar were collected in May 2016 from a Sewage Treatment Plant (STP) located in Port Harcourt City, Nigeria. Appropriate permissions were obtained from the responsible authorities operating the STP before sampling commenced. The sewage treatment plant is operated based on the activated sludge process. There are no chemicals added during treatment, and the wastes are aerated to allow microbial proliferation. The plant is designed to treat about 180 m3 of sewage per day and industrial wastewaters are not treated with the sewage. The plant is operated at a 24-h residence time. Oxygen from atmospheric air is utilised as the active oxidising agent. The activated sludge is thereafter allowed to settle after several aerations, to biodegrade over 70% of the organics. This is followed by sedimentation with a residence time of 4 h and later transferred to a sludge holding tank where it is held for more than 21 days. During this period, more organics are transformed and degraded. The produced sludge is then drained and bagged. It was the drained and bagged sludge samples that were collected for use in this study.
The Bonny Light crude oil samples for simulation studies were collected between May 2016 and January 2017 from the Production Chemistry Department of Shell Petroleum Development Company of Nigeria, Port Harcourt. The crude oil samples were collected directly from wellheads of land production areas in the Niger Delta region without prior treatment. These samples were stored in cool dry conditions prior to use for experimental work. Surface soil (0–10 cm) samples for simulation studies were collected using stainless steel hand trowel between May 2016 and August 2018 from the Botanical Garden of the Department of Botany & Ecological Studies, University of Uyo, Nigeria with no incidence of crude oil contamination. Soils of this study area are generally acidic (pH range = 3–5) and classified as tropical ultisols based on previous studies [38,39,40]. Fresh soil samples were collected during each stage of the experiment. Humus sediment samples were collected from Eniong River located at Okopedi-Itu in Itu, Nigeria. The sediment samples have been well characterised in our previous reports for humic acid content [41], organic carbon content as well as its effects on PAH accumulation [37]. Freshly collected samples (1 week maximum) were used during simulation studies.
2.1.1 Biochar preparation from sewage sludge
The sewage sludge biochar was prepared under controlled conditions by pyrolysis of air-dried sewage sludge samples at three different temperatures: 500, 700, and 900 °C represented by BC500, BC700, and BC900, respectively. The biochar was prepared by pyrolysis under oxygen-limited conditions using a muffle furnace (Carbolite, Sheffield, UK). To ensure limited oxygen condition, the muffle furnace was purged with nitrogen for 5 min at the rate of 3 L/min and then sealed. Before sealing off the reaction chamber, the sewage sludge feedstocks of adequate amounts were loaded in a wire mesh basket suspended in a sealed stainless-steel vessel with a perforated lid inside the muffle furnace. The pyrolysis was carried out for 1.5 h [42]. The heating rate employed was 5 °C/min [43]. Thereafter, the pyrolysed products (biochars) were removed from the muffle furnace and placed in a desiccator to cool. The biochars were then weighed and stored in plastic containers before use.
2.1.2 Preparation of biochar-humus mixtures
Materials used for the preparation of the biochar-humus mixture include the prepared biochar, humic acid (Sigma Aldrich, UK), humus sediment from Eniong River, and deionised water. Water content was maintained at 5% (w/w) throughout the experiment. The percentages of the other materials were determined at different stages of the experiments, using the elimination method. This was done in order to determine the optimum amount that would be required for high PAH attenuation efficiency.
2.1.3 Soil microcosm experiment
In detail, a batch experiment described by Li et al. [44] was adopted for the simulation studies. The first stage of the experiment comprised eight (8) soil samples and the mixtures of different proportions of humic sediment, crude oil, biochar, and commercial humic acid as presented in Table 1. The samples were stored under room temperature in an open top wooden box with perforated bottom.
The soil samples prior to use for simulation studies were air-dried, homogenised, and sieved (2 mm) to remove plant debris. This was followed by spiking of a specified level (120 mL) of crude oil samples (to achieve 2.9% contamination) and stirring. Then, samples were allowed to equilibrate for 24 h before adding the biochar-humus mixtures and 5% (w/w) deionised water and stirred until all the substances mixed to form a semi-slurry. The abbreviation HSBC was used to denote the mixture of humus substances and the biochar. The first batch of the experimental set-up as detailed in Table 1 was monitored for PAHs for 1, 6, and 12 months. Soil sample without crude oil contamination was also analysed to serve as a control. All experiments were run in triplicates but analysed as composites following standard guidelines applicable to quantification of PAHs in soils [45,46,47,48].
2.1.4 Surface characterisation and Fourier transform-infrared spectroscopy
The determination of the surface functional groups was carried out using Fourier transform-infrared (FTIR) spectrophotometer (Fisher Thermoscientific, USA) following standard procedures. The spectra were recorded using KBr wafers in the range 4000–400 cm−1. The surface area and porosity analyses were carried out using micrometrics surface area and porosity analyser (Micromeritics Tristar 3000) by nitrogen adsorption method at −77 K. The surface area and pore volume were calculated by Brunauer–Emmet–Teller (BET) and t-plot methods, respectively. Pore size analysis was carried out to determine the distribution of pores of the adsorbent.
2.1.5 Analysis of PAHs in samples
PAHs were monitored in the crude oil sample, sewage sludge, control soil sample contaminated with crude oil only, simulated soil with biochar, humic sediment, and commercial humic acid using the gas chromatography-mass spectrometric method described previously by Qin et al. [13] and Cao et al. [49]. The analysis involved the quantification of the 16 USEPA priority PAHs. Prior to instrumental analysis, samples were homogenised, air-dried, and then sieved through a 100-mesh stainless sieve followed by Soxhlet extraction with dichloromethane as a solvent for 16 h. Crude oil samples were extracted by liquid–liquid extraction using a separatory funnel. The extracts were concentrated to a volume of 1 mL by rotary vacuum evaporation and solvent exchanged to n-hexane. The clean-up procedure was carried out with a glass chromatographic column packed with anhydrous sodium sulphate, and silica gel/alumina (1:1 w/w). The column was conditioned with 3 mL n-hexane and after the samples were loaded, the first fraction, containing aliphatic hydrocarbons, was eluted with 15 mL n-hexane and the second fraction, containing PAHs was collected by eluting sequentially with 30 mL n-hexane/dichloromethane (3:7 v/v). The PAHs containing extracts were concentrated to about 2 mL by a rotary evaporator and then transferred to GC-MS amber vials and reduced to 1 mL by a gentle nitrogen stream. The recoveries, limits of detection (LOD), and quantitation (LOQ) have been previously reported [37]. All experiments were run in triplicates but analysed as composites following standard guidelines applicable to quantification of PAHs in soils [45,46,47,48].
2.1.6 Determination of effect of humus mixtures on the attenuating (bio)agents in crude oil simulated soils
To determine the impact of biochar-humus sediment mixture on the quantity of total heterotrophic bacterial count (THBC) and density of the hydrocarbon utilising bacteria or crude oil degrading bacteria (COB) in the soil samples, 1 g of each soil sample was serially diluted and plated in sterile molten nutrient agar (Bacto) and modified mineral salt medium [6 g K2HPO4, 12 g NaCl, 6 g KH2PO4, 6 g (NH4)2SO4, 2.6 g MgSO4 · 7H2O. 0.16 g CaCl2 · 2H2O, 7.5 g Agar/L] fortified with 1% crude oil, respectively, using the pour plate technique. The plates were allowed to set and incubated at room temperature (26 ± 1 °C) for 24 h. Samples were obtained at 6-day interval, and the process was repeated. Representative colonies that emerged following cultivation were quantified and reported as CFUg−1.
3 Results and discussion
3.1 Profile of PAHs in samples of raw sludge and biochar
The levels of PAHs in raw and pyrolysed sludge samples are presented in Table 2. The concentrations of individual PAH suite and Σ16USEPA-PAHs varied with treatment temperature. Pyrolysis at BC500 increased the concentrations of naphthalene (Naph), acenaphthylene (Acy), acenaphthene (Ace), fluorene (Flu), phenanthrene (Phen), pyrene (Pyr), and chrysene (Chry) in sludge. The concentration of benzo(a)anthracene (BaA) was below the detectable limit in sludge pyrolysed at BC500 but increased after pyrolysis at BC700 and BC900 whilst dibenzo(a,h)anthracene (DbA) level increased after pyrolysis at BC500. The total levels of PAHs ranged from 0.005 mg/kg in the raw sludge to 0.71 mg/kg in BC500, and 0.14 mg/kg in both BC700 and BC900.
As sewage sludge has the potential to contain PAHs, it was necessary to, first of all, characterise its contamination level and evaluate its suitability to be applied in this study. As shown in Table 2, the levels obtained indicate very low contamination. Of the 16 USEPA’s priority list of PAHs, it was only benzo (k) fluoranthene that was detected at 0.005 mg/kg. At this contamination level, the sewage sludge could be used with no concern for accumulated PAHs. However, caution must be taken as other organic and inorganic contaminants may be present in sludge. High pyrolysis temperatures (700–900 °C) tend to increase the high molecular weight (HMW) PAHs level in ash biochar (Table 2), though the levels recorded are still within permissible limits of 1.5 mg/kg for application on soil [50]. The levels were also within the recommended levels (<12 mg/kg) by the German Federal Soil Protection agency as reported by Yang et al. [51]. Again, according to Dunnigan et al. [52], the USEPA maximum limit of PAH in sludge before soil application is 6 mg/kg, and the results of the present study fell within the allowable range. Biochar prepared at a moderate pyrolysis temperature (500–800 °C) seems ideal as many of the pathogens would have been destroyed [53]; however, some organic matter may still be retained with enhanced surface property for sorption of pollutants. The increase in PAHs levels of the biochar was expected as PAHs are also products of pyrolysis of biomass. And high-temperature pyrolysis tends to increase their concentrations in produced biochars.
In this study, we observed a reduction in PAH levels in biochar produced at higher pyrolysis temperature (900 °C). A similar observation was reported by Hale et al. [54] who found that PAH levels in biochar could decrease with an increase in pyrolysis time and temperature. The authors concluded that there was no clear pattern of how PAHs were bound to different biochars based on their physicochemical properties. Given this disparity, it may be that at high pyrolysis temperature, PAHs tend to bind strongly to biochars, limiting their extraction with organic solvents [53]. The implication is that after application on soils, the binding affinity reduces, making extractability and detection easy because the interaction of biochar with soil components can promote PAH desorption. As a consequence, a higher concentration of PAHs was detected in soils treated with BC900 compared to BC500 and BC700 (Table 3). Furthermore, Chen et al. [55] illustrated that at high pyrolysis temperatures the mechanism of PAH (Naph) interaction with biochars is controlled by adsorption, whereas the partition mechanism dominates at low pyrolysis temperature.
3.2 Characteristics of raw and pyrolysed sludge
The results of the surface areas, pore characteristics, nitrogen adsorption-desorption isotherms, and pore size distribution of the pyrolysed sludge are presented in Table 4 and Fig. 1, respectively. The pyrolysed sewage sludge achieved the highest single-point surface area (25.05 m2/g), BET surface area (26.77 m2/g), Langmuir surface area (111.95 m2/g), and t-plot external surface area (30.52 m2/g). On the other hand, the non-pyrolysed sewage sludge achieved the lowest single-point surface area (16.29 m2/g), BET surface area (17.99 m2/g), and t-plot external surface area (22.05 m2/g). The increase in surface area of sludge after pyrolysis could be related to the release of volatile organics which led to the generation of pores in the biochar structure [56]. Generally, biochar produced at high pyrolysis temperatures tends to have high surface areas [53]. Lu et al. [57] obtained a similar BET surface area (24.73 m2/g) with the present work for a sludge-derived biochar obtained at 550 °C. In contrast, the BET surface area recorded in the present work is lower than those reported by Yao et al. [58]. The authors reported that sludge-derived biochar produced at 550 °C pyrolytic temperature had a relatively larger BET surface area above 110.10 m2/g. In addition, Agrafioti et al. [59] also reported a larger BET surface area (90.0 m2/g) for sewage sludge-derived biochar obtained at 500 °C. High surface areas and pores are known to support pollutant sorption and modification of soil chemistry as well as microbial communities [53]. In addition, according to a report by Hale et al. [60], aging reduced sorption of pyrene, implying that the sorption process operates at a sub-particle level. Therefore, pyrolysed sludge (biochar) is expected to provide better sorption of PAHs than the non-pyrolysed sewage sludge.
The adsorption isotherm curves (Fig. 1a) showed hysteresis in the relative pressure (P/P°) range from 0.5 to 0.9. This indicated that their structures were uniform mesopores [61]. In addition, the shapes of the adsorption isotherms (Fig. 1a) correspond to Type IV based on IUPAC classifications [62]. This, according to the classification, implies that capillary condensation is accompanied by hysteresis in the mesopores of the materials [63]. The isotherm profiles indicated that more pores exist in the pyrolysed sludge than the raw sludge and aged sample. The distribution of the micropores volume is shown in Fig. 1b. Similar pore size distribution is observed between the raw, aged and pyrolysed sludge centred at 2.5 nm (pore width). However, a higher volume of pores was achieved in pyrolysed sludge compared to non-pyrolysed samples. Pore accessibility and water retention ability are also considered as critical influencing factors that determine pollutants degradation [53]. The present study revealed the increase in pore size and number in the derived ash catalyst or biochar and is a pointer to its potential for enhanced degradation of organic contaminants by indigenous microbial communities.
The results of the scanning electron microscopy (SEM) of the fresh and pyrolysed sludge samples are presented in Fig. 2. The results reveal varying surface morphologies for the pyrolysed and unpyrolysed samples. Functional group characterisation of the pyrolysed sludge samples, humus sediment, and the mixture at different temperatures are depicted in the FTIR spectra presented in Fig. 3. The surface of the pyrolysed sludge at 500 °C was rough and heterogeneous with highly porous structures. This further confirmed the findings of the adsorption isotherms results indicating that the prepared biochar is a mesoporous material with a higher surface area with internal pores compared to raw sludge. The pore structure is said to be an important property for initial sorption and degradation of organic pollutants such as PAHs [53].
The FTIR spectra of the biochars and mixtures are illustrated in Fig. 3. Functional group assignments are presented in Table S1 (Supplementary Information). Each spectrum reflected changes in the surface functional characteristics of the biochars produced at different temperatures. The prominent peak assignments in the spectra include secondary alcohol O–H stretch (~3620.89 cm−1), C–O stretch in secondary alcohols (~1102.41 cm−1), N–H bend in aromatic amines (~3406.88 cm−1), and Ar–C≡N aromatic cyanide/nitrile (~2352.87 cm−1). Changes in the band intensities as pyrolytic temperature increased were observed. This is consistent with the study by Gai et al. [42]. Additional changes as a result of the addition of humus sediment to the biochar occurred around 3600 cm−1, 2934 cm−1, and 921 cm−1. These changes are attributed to modifications of the biochar surfaces which resulted in new functionalities: OH stretch (phenols), aromatic C–H stretch, and silicate ion, respectively [64]. Generally, biochars tend to contain oxygenated functional groups. However, in comparison with other studies, it was observed that the humus-biochar mixture prepared in this work contained unique functional groups. Hossain et al. [65] observed similar functional groups in a sludge-derived biochar prepared at the pyrolysis temperature of 300–700 °C. The authors reported the presence of C–O, OH, NH, –CH3, and NO groups in the biochars. They also reported the presence of metallic compounds. Similarly, Lu et al. [66] reported the presence of aryl C and carboxylic acid groups in the biochar they prepared at the pyrolysis temperature between 300 and 600 °C. In addition, Jin et al. [67] reported the presence of phenolic groups and noted that peaks above 3600 cm−1 correspond to vibrations of OH groups in mineral materials. This suggests that prepared biochar could display both organic and inorganic properties depending on reaction conditions and environmental medium. In contrast to the present work, however, Jin et al. [67] also reported the presence of phosphorus and amide functional groups in the biochar they prepared. Variations such as these are usually attributable to biochar feedstock types and the inherent constituents.
3.3 Microbial indicators for biodegradation of crude oil-derived PAHs
After 24 h, visible colonies on nutrient agar and modified mineral salt medium were enumerated and expressed as colony forming units per gram (CFU/g) of soil. The results revealed a gradual increase in the density crude oil degrading bacteria (COB) and a decrease in THBC count as the experiment progressed with the highest rate of increase recorded for sample H (Fig. 4). The initial decrease in THBC was followed by a gradual increase in the activities of the heterotrophic bacteria after 18 days. The COB/THBC ratio recorded ranged from 1.23 × 10−4 to 6.60 × 10−3 for control sample (A) on the first day and sample H after 18 days, respectively (Table S2).
Results presented in Fig. 4a, b revealed a gradual increase in the crude oil degrading bacteria and a decrease in THBC count as the day passed by with the highest rate of increase recorded for sample H. The implication of the microbial activity in these experiments revealed that treatments with higher humus sediment content possessed greater crude oil degrading potentials. The work by Essien et al. [68] supported this observation that sediment amendments could boost microbial action on hydrocarbons.
Some previous studies have shown that biochar amended soils could lead to increased microbial activities [69]. This could be directly linked to the general modification of soil physicochemical properties such as nutrient contents and pH. However, biochar amendments could also cause reduced microbial activities due to reduced requirements for mycorrhizal symbiosis as a result of increased nutrient and water availability to plant, extreme pH conditions, as well as negative effects from excess mineral elements such as certain salts and trace metals content [70]. In this study, it is possible that under high crude oil contamination, microbial activities could only be sustained with additional amendments from humus sediments since nitrogen/phosphate contents produced biochar are usually low [42]. However, the bioaugmenting-biostimulating effect of the ash biomass-humus mixture was apparent and favoured bioremediation as the indigenous populations of hydrocarbon degrading bacteria and associated degradative genes were elevated after treatments.
3.4 Effects of biochar-humus mixtures on PAHs distribution and remediation in soil
The results of the preliminary studies on the effects of biochar and humus substances on the distribution of PAHs in treated soils are presented in Fig. 5. The amendments that had the highest PAH suppression were those containing more of the humus sediments (E and H) (Fig. 5). The high attenuating ability of amendments E and H could be ascribed to enhanced biodegradation by natural degrading bacteria from the humus sediment [26, 36]. On the other hand, the elevated levels of PAHs in the other amendments could be attributed to poor microbial action which seems limited in biochar-dominated mixtures. Treatment B (mostly HA) performed lowest with its performance for all studied PAHs recorded at high levels after soil treatment.
In this study, it was observed that the addition of humic acid to biochar/sediment slurry mixture as part of the amendment for the treatment of crude oil-derived PAHs in soils did not prove to be very effective as against some reports by Holman et al. [36] and Ke et al. [27]. One explanation to this contrasting result could be attributed to differences in soil type. Differences in soil types will definitely exert different responses to the treatments. Derrien et al. [71] stated in their work that different sources and fractions of humic substances could affect their chemistry and functionality. Conte et al. [25] also reported that the effectiveness of HA as a natural surfactant for washing organic contaminants in soils was affected by soil texture and organic matter content. They suggested that the addition of HA would be more effective in soils with finer grain size (loamy-clayey). The soil used in this study is characterised as loamy-sandy [38, 40]. Another plausible explanation is that the surface-active HA could enhance the desorption of PAHs from the biochar, thereby limiting the adsorption mechanism for PAH attenuation. Rebhun et al. [31] had observed in their study that dissolved humic substances through hydrophobic binding could reduce the sorbability of organic contaminants.
A study by Lesage et al. [72] suggested that good results could be obtained from remediation of PAHs in groundwater in highly controlled conditions such as buffered pH 8, under a defined contaminant source in terms of both mass and geometry. However, such studies may be highly impracticable for field applications. Similarly, many other researchers have obtained good results under controlled conditions where only a single contaminant, such as pyrene [26, 29] and phenanthrene [32, 33, 73], was considered.
The results of the present work also agree with the report by Laor and Rebhun [28], which demonstrated an evidence for non-linear binding of PAHs to dissolved HAs and concluded that linear partitioning or site complexation in the presence of excess available sites cannot fully describe the interactions of hydrophobic compounds with dissolved humic materials. They suggested that site-specific hydrophobic interactions at the limited interior or exterior molecular surfaces could be considered. Furthermore, when considering complex mixtures, HA-enhanced sorption/degradation has been reported to show different patterns. For example, Seibel et al. [74] observed that in the presence of microbial mixtures, HA increased the degradation of naphthalene but decreased that of phenanthrene. Lippold et al. [30] also reported a similar observation where the solubility of pyrene by humic acid was negated in the presence of cationic and anionic surfactants. The authors concluded that remediation measures on the basis of micellar solubilisation are not significantly affected by the presence of natural amphiphilic compounds (such as HAs).
3.5 Effects of time and biochar pyrolysis temperature on soil characteristics and remediation
It was observed that treatments containing mainly humic acid and/or biochar (samples B, C, D) were not as efficient as those containing mainly humus sediment and biochar (samples E and H). The levels of total PAHs were then monitored in selected biochar treatments (E and H) including the contaminated soil blank (A) over a period of 1, 6, and 12 months at three intervals (Tables 5, 6 and 7). Generally, the levels of PAHs reduced over time in all the treatments.
The result reveals that the levels of PAHs reduced as time increased. In the contaminated soil without treatment, the levels of PAHs also reduced over time as well. There are many factors that could be attributed to this observation. On one hand, PAHs are semivolatile and could have undergone evaporation from the media. Therefore, time (greater than 1 month) is not considered a major influence on the efficiency of the treatments as other uncontrollable environmental factors may affect the transformation of PAHs. Talley et al. [75] also made similar observations for sediment bioslurry treatment of contaminated sediments monitored over a period of 4 months.
In comparison to the results for the control experiment (Table 5), the results presented in Tables 6 and 7 reveal that the best treatment recorded for total-PAHs were obtained after 30 days with over 70% and 40% removal achieved in treatments E and H, respectively. There was no specific trend observed after 6 months as either PAH levels remained unchanged or were higher. It is difficult to explain the challenges because crude oil is a very complex mixture which can exert unpredicted outcomes. Another explanation may be that 16 total PAHs were considered. With changes in the reactions and interactions in the system, it is unclear how each component performed or affected each other. Furthermore, it may be possible that PAH degradation by microbial action from humus sediment diminished at the complete consumption of available nutrients provided by the biochar (BC500). Biochars produced at higher pyrolysis temperature were not tried because at higher temperatures they contain little nutrients, especially NP [42], and may have acted more as a catalyst than a nutrient source. Nevertheless, it can be deduced from the results that under excess crude oil inoculation, the treatment of the simulated soils under different treatments performed best at the initial 30 days.
3.6 Effects of sludge pyrolysis temperature on the levels of PAHs of treated soil
After the treatment of contaminated soil with biochars obtained at different pyrolysis temperatures, we analysed the treatments after 1 month for PAHs and the results are presented in Table 3. Interestingly, total PAH levels in soil treated with BC900-derived mixture was the highest (0.94 mg/kg), followed by BC500 (0.51 mg/kg) and BC700 (0.31 mg/kg). The result seemed not to produce a consistent pattern. On one hand, the high levels of PAHs in BC900 treatment may be due to the formation of high molecular weight (HMW) PAHs which are known to form at high temperatures [76]. It would therefore imply that the application of biochars derived from pyrolysis at a temperature above 700 °C would not be recommended as they may become sources for HMW PAHs. Similarly, Anyika et al. [53] does not recommend he application of biochars produced at temperatures higher than 850 °C.
3.7 Levels of PAHs in relation to crude oil contamination volume and treatment dosage
Further studies to determine optimum conditions for the treatment of contaminated soil were carried out. These involved determination of the levels of PAHs in varied composition of BC700 (the most suitable from the previous stage) and humus sediment as well as different volumes of crude oil used. The results of these experiments are presented in Tables 8 and 9. When the contaminated soil was treated with different amounts of biochar/humus sediment mixture (HSBC), it was observed that the highest levels of total PAHs (19.72 mg/kg) were recorded in the mixture containing the highest amount of HSBC (60 g). This was followed by 20 g HSBC (11.36 mg/kg), 25 g HSBC (6.72 mg/kg), 35 g HSBC (6.12 mg/kg), and 15 g HSBC (5.17 mg/kg). There was no significant correlation observed between the levels of PAHs and the amount of HSBC applied. This observation could be due to the fact that PAH degradation in the environment is more responsive to soil microbial communities. This happens in a situation where microbes are able to sorb on the biochar surface, reducing their leachability in soils [70]. In other words, sorption activity which is one of the primary mechanisms of biochar action on PAHs in soil may reduce, leading to less performance irrespective of the amount applied. Furthermore, Ogbonnaya and Semple [77] observed that biochar sorption of organic contaminants is also governed by several other factors such as feedstock type, production process, sorbate concentration and physical properties, aging period, and soil properties. The levels of PAHs were monitored in treated soils with varied crude contamination volumes (Table 9). After treatment, the highest contamination level (500 mL in 0.8 kg of soil) still contained high residues of total PAHs recorded at 24.97 mg/kg. This was followed by 300 mL of crude oil (26.62 mg/kg), 120 mL of crude oil (20.56 mg/kg), 200 mL of crude oil (7.41 mg/kg), and 250 mL (4.76 mg/kg). No particular pattern was observed from the results, and there was no significant correlation between the level of contamination and the levels of PAHs.
4 Conclusion
The present study evaluated the effects of humus sediment slurry on PAH distribution in sewage sludge-derived biochar amended tropical ultisol contaminated with crude oil. Based on the results obtained, this study revealed that biochar derived through sewage sludge valorisation by means of pyrolysis combined with humus sediment slurry can serve as useful remediant for the clean-up of soils contaminated with crude oil-derived PAHs. The efficiency of the prepared co-mixture was highly influenced by the level of crude oil contamination. Optimum conditions were obtained after initial 1 month of application of the prepared biochar/humus sediment mixture. The results also revealed that the co-mixture encouraged microbial proliferation and activities thus providing favourable conditions for PAH biodegradation to occur.
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Acknowledgements
We are grateful to Dr Ubong J. Etim of State Key Laboratory of Heavy Oil Processing, China University of Petroleum, Huadong, Qingdao, P.R. China for some of the instrumental analyses. Dr Nnanake-Abasi O. Offiong is grateful to Shell Petroleum Development Company of Nigeria (SPDC) for Postgraduate Research Internship position and financial support for this project. We thank the Editor and the anonymous reviewers whose comments helped improve the quality of the original manuscript.
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Offiong, NA.O., Inam, E.J., Etuk, H.S. et al. Biochar and humus sediment mixture attenuates crude oil-derived PAHs in a simulated tropical ultisol. SN Appl. Sci. 2, 1930 (2020). https://doi.org/10.1007/s42452-020-03744-5
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DOI: https://doi.org/10.1007/s42452-020-03744-5