Abstract
This article presents a comprehensive on-site bioremediation of an excavated diesel fuel-contaminated soil aided by various soil amendments and plant species. In the first 125 days, the excavated soil was placed in a land treatment unit, mixed with compost, and seeded with white clover (Trifolium repens). In the next 155 days, the land treatment unit was re-established and divided into four experimental plots. Experimental plots 2 and 3 were seeded with a mixture of plant seeds (Trifolium alexandrinum, Fagopyrum esculentum Moench, Trifolium incarnatum, Phacelia tanacetifolia, Sinapis alba, Trifolium repens), while experimental plots 1 and 4 were left without seeded vegetation. Moreover, a zeolite and an Ascophyllum nodosum-based biostimulant were added to experimental plots 3 and 4. The objectives were to select the most beneficial plant species for the plant-based bioremediation process, to evaluate applicability of different soil amendments for an enhanced hydrocarbon biodegradation, and to study their effects on the microbial community in soil. Our results showed an overall reduction in hydrocarbon pollution by more than 95% within 280 days. The rates of hydrocarbon degradation and changes in the microbial population were not affected by the presence of the zeolite and the biostimulant. In addition, the use of different plant species did not have a statistically significant effect on hydrocarbon degradation but affected microbial population dynamics, confirming stabile and diverse indigenous hydrocarbon-degrading microbial community in the native soil.
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Introduction
According to the European Commission study in support of the Commission’s guidelines on the definition of backfill, more than 530 million tons of soil was excavated and reported as waste in 2018, two-thirds of which was recycled and returned to the economy (European Commission and Directorate-General for Environment, 2020). When the contaminated excavated soil is classified as waste, the waste management hierarchy should be applied and recycling should be prioritized over landfilling (European Commission and Directorate-General for Environment, 2021). Since soil provides major ecosystem services by sequestrating carbon or neutralizing pollutants, maintaining healthy soil is not only crucial for food production (Iram et al. 2020).
Establishing effective remediation methods for recycling soils is critical. One of the promising options is the process of bioremediation, in which microorganisms or plants detoxify, degrade, and convert hydrocarbons into CO2, H2O, and biomass (Hoang et al. 2021). Bioremediation is considered to be an efficient and cost-effective method for degrading hydrocarbon-contaminated soil (Wu et al. 2017). Bioaugmentation (the inoculation of exogenous degrading microorganisms) and biostimulation (the addition of nutrients and soil amendments to circumvent the metabolic limitations of the native community) represent two main types of bioremediation technology (Wu et al. 2016). Since the process of bioremediation is carried out by various microorganisms in the soil, degradation is often the result of a community-interacting microbial population, and the success of bioremediation depends on the ability of these microorganisms to adapt to new environmental conditions (Mishra et al. 2001).
One advantage of using plants in the bioremediation of hydrocarbons is that plant characteristics, such as the root system, facilitate rhizoremediation (Abdullah et al. 2020). Different plant species have been shown to stimulate different types of microorganisms (Vieira et al. 2020) that alter the chemical and physical properties of the soil (Vives-Peris et al. 2020). This has been identified as an enrichment effect of the rhizosphere and is reflected in a different bacterial community composition and an increase in the microbial diversity in the overgrown soil (Fan et al. 2017). Since exogenous microorganisms are often unable to compete with indigenous microbial communities and can therefore quickly disappear from the soil (Karamalidis et al. 2010), the use of plants in bioremediation provides an opportunity to create favourable conditions for the increased growth and activity of hydrocarbon-degrading microorganisms (Martin et al. 2014). Several studies have investigated the effect of biostimulation with nitrogen and phosphorus (Nwankwegu et al. 2016; Wu et al. 2016, 2019) or biochar (Dike et al. 2021; Saeed et al. 2021) on hydrocarbon-polluted soils and demonstrated the resulting enhanced degradation of hydrocarbon compounds. Furthermore, in case of heavy metal pollution, phytoremediation studies utilize different fungi with maize (Zea mays) and sunflower plants (Helianthus annuus) (Iram et al. 2019) and can ultimately result in production of crops used for biodiesel production (Iram et al. 2022). Another class of additives used for remediation are zeolites. These aluminosilicate minerals with ion-exchange properties (Misaelides, 2011) are widely used in agriculture due to their ability to bind nutrients (Cataldo et al. 2021). Zeolites have been shown to increase hydraulic conductivity, increase yields in acidified soils, and improve soil physicochemical properties (Szatanik-Kloc et al. 2021). Since synthetic chemical fertilizers can lead to infertile soils, natural substitutes represent sustainable solution for restoring soil quality (Jaffri et al. 2021).
This work presents the applicability of land farming (the simplest ex situ bioremediation technique (Azubuike et al. 2016)) with plant-assisted bioremediation for the remediation of diesel-contaminated soil at full scale. The contaminated soil originated from an actual diesel fuel spill caused by a broken valve on a pipeline at a fuel storage facility in Rače, Slovenia. After the spill occurred, the soil was excavated and moved to an impermeable asphalt-covered surface within the fuel storage facility and placed in a land treatment unit (LTU) that allowed the application of soil management techniques.
The main ambition of this study was to make the soil suitable for reuse and to allow its restoration at a polluted site. Therefore, all 90 tons of the excavated soil was used. The first objective of this study was to select the most beneficial plant species for plant-based bioremediation by investigating their effects on the hydrocarbon-degrading microbiological community. The second objective of this study was to evaluate the applicability of different soil amendments, namely compost, zeolite, and a biostimulant, to increase hydrocarbon biodegradation rates. In addition, this study aims to demonstrate how the selected plant species affect the hydrocarbon-degrading microbiological community and enables evaluation of applicability of different soil amendments during the full-scale bioremediation process.
This study started on 26 February 2021 with the LTU establishment and finished on 3 December 2021 with the last soil sampling event. Bioremediation study took place within the fuel storage facility Rače, Slovenia (WGS84 coordinate system; lon.: 15,65963, lat.: 46,45764).
Materials and methods
Study design and the establishment of the land treatment unit (LTU)
After the leak occurred, the soil (67 m3) contaminated with diesel fuel was excavated partially mechanically and partially manually (complete mechanical excavation was not possible due to the underground installations). The excavated soil contained an upper humus layer with grass cover and was classified as Eutric Cambisol on Pleistocene loam (Vrščaj et al. 2017). After excavation, the concentration of hydrocarbon content (C10–C40) was determined to be 8,185.0 ± 625.0 mg/kg DW.
In the first part of this study, the excavated soil was placed on an impermeable asphalt surface, mixed with compost (5 m3; JP Voka Snaga d.o.o., Ljubljana, Slovenia), and surrounded with a wooden frame to prevent soil scattering. White clover (Trifolium repens) was seeded on the LTU, which also served as an indicator of water stress and as a fertilizer after the soil had been mechanically turned over. As soon as the LTU was established, a manually operated watering regime was introduced (a fire truck equipped with a water tank) to prevent the drying of the soil. The plant-assisted bioremediation with Trifolium repens took place for 125 days. After that, the soil was mechanically turned over and the vegetation was mixed into it.
In the second part of this study, which lasted for 155 days, the LTU was re-established and divided into four experimental plots (EPs), each measuring 10 m2 (Fig. 1). EP 2 and EP 3 were seeded with the following mixture of plant seeds: Trifolium alexandrinum 15%, Fagopyrum esculentum Moench 25%, Trifolium incarnatum 15%, Phacelia tanacetifolia 15%, Sinapis alba 15%, and Trifolium repens 15% (the mass percentage of seed weight; purchased from Semenarna Ljubljana, Ljubljana, Slovenia).
EP 1 and EP 4 were not seeded. 1,100 g of ZP-4A zeolite obtained from Silkem d.o.o., Kidričevo, Slovenia (the zeolite properties are presented in Tables S1 and S2 in Supplementary Information), was mixed into EP 3, while EP 4 was fertilized with the Ascophyllum nodosum-based biostimulant BCX (EKO GEA, Celje, Slovenia).
In a period of one month, plant species from the Poaceae family overgrew EP 1 and EP 4. Figure 1 presents a graphical representation of the study design.
The soil was mechanically turned over twice by an excavator to achieve better mixing and homogenization. The first turnover was performed prior to the establishment of the LTU (when the polluted soil was mixed with compost) and the second turnover after 125 days.
During the 280-day bioremediation process, the microbial population was monitored using phospholipid fatty acid (PLFA) analysis. Direct insight into hydrocarbon degradation was obtained by measuring the hydrocarbon content in the soil. Soil nutrient contents were also monitored during the study, namely total nitrogen, total organic carbon, total carbon, and aqua regia-digested phosphorus. Photographs of the LTU at different time intervals during the 280-day bioremediation period are presented in Table S3 in Supplementary Information.
Soil sampling and chemical analysis
Soil samples were collected according to ISO 18400-203, using a soil auger to a depth of 20 cm following a simple systematic pattern. Each composite sample was collected with at least 16 increments. To reduce the edge effect (the difference between biotic and abiotic factors at the edge of a fragmented habitat compared to the interior environment (Ruwanza, 2018), all samples were collected at a distance of 1 m from the edge of the LTU or 1 m from the boundary with the adjacent EP. The efficiency of hydrocarbon degradation was calculated from the measurements of the hydrocarbon content in the soil. The latter was determined according to EN ISO 16703 (Determination of extractable compounds in the range of hydrocarbons C10-C40), using a gas chromatography (GC) method with FID detection.
Phospholipid fatty acid (PLFA) analysis
The chemicals used for the PLFA analysis (acetic acid, acetone, chloroform, dipotassium hydrogen phosphate (K2HPO4), n-hexane, potassium hydroxide, methanol, sodium sulphate, and toluene) were of analytical grade and were supplied by Merck KgaA (Darmstadt, Germany). The deionized water used in the experiments was prepared in accordance with SIST EN ISO 3696:1998.
Before the extraction of the PLFAs, 2.5 g of fresh soil samples was sieved through a 2-mm sieve. The PLFAs were extracted using the modified method of Bligh and Dyer with a phosphate buffer, chloroform, and methanol (0.8:1:2 V: V: V, V = volume) (Bligh and Dyer 1959). The lipids were separated through a solid phase extraction column (2 g; 6 mL, Silicycle Quebec City, Quebec, Canada) and transesterified by mild alkaline methanolysis. The remaining fatty acid methyl esters (FAMEs) were dissolved in n-hexane and transferred quantitatively.
The FAMEs were identified using an Agilent 6890 gas chromatograph (GC, Agilent Technologies, Inc., Santa Clara, CA, USA) equipped with an Agilent 5973 mass selective (MS) detector (Agilent Technologies, Inc., Santa Clara, CA, USA). A Supelco 37-component FAME mixture was used for the identification of FAMEs.
The sum of all identified PLFAs was used to estimate the total viable microbial biomass (Zhang et al. 2019), and the PLFAs listed in Table 1 were used to determine the presence and abundance of the specific microbial groups (Hedrick et al. 2005; Butterly et al. 2011; Zhu et al. 2012; Willers et al. 2015; Chen et al. 2019). The PLFA nomenclature used in this study was adopted after Zhao et al. (2014). The total number of carbon atoms is on the left side of the colon and the number of double bonds on the right side of the colon, while ω indicates the number of double bonds from the methyl end of the molecule. The cis and trans configurations are indicated by c and t, respectively. The anteiso and iso branching is designated by the prefixes a or i.
Soil properties
The determined properties of soil one day after the establishment of the LTU and after the addition of compost to the polluted soil are presented in Table 2, indicating the methods used for the chemical analysis.
Data analysis
All results of the PLFA analysis were performed in triplicate and are presented as a mean ± standard deviation. The principal component analysis (PCA) and all statistical analyses were performed in Microsoft Excel using the XLSTAT package. The PCA was used to evaluate the changes between the microbial communities. Only the PLFAs listed in Table 2 were used for the PCA.
Results and discussion
Soil represents an ecosystem and is therefore modified by the interactions between the individual chemical, biological, and physical components and by their distribution in the soil matrix (Tate, 2020). Therefore, the effect of a single variable on the process of bioremediation must be considered with caution.
Since this was an on-site bioremediation study, it was inevitably influenced by the natural environment (the climate and weather). At first, an endemic plant species, Trifolium repens, was seeded, while in the second part of the study (after 125 days), a mixture of plant species was chosen to increase biodiversity, since this can improve the provision of ecosystem services (Quijas et al. 2010). After 125 days, the LTU was divided into four EPs. Although two of them were not seeded, after approximately one month, both were completely covered with common species of the Poaceae family, mainly Digitaria sp., Cynodon dactylon, Dactylis glomerata, and Echinochloa crus-galli.
Soil hydrocarbon content during the study
This study shows how a full-scale on-site bioremediation technique can be effective for the hydrocarbon degradation of soil using widely available soil amendments. More than 95% of the hydrocarbon content in soil was removed, reaching a level lower than the legal maximum allowed by Slovenian legislation (Slovenije, 2011). Figure 2 shows how the hydrocarbon content in the soil (C10–C40 mg/kg DW) decreased from the time of pollution until the end of the 280-day study. According to the Slovenian Decree on Burdening Soil by Spreading Waste, the maximum allowable amount of C10–C40 for fillers and soil restoration is 500 mg/kg DW. The study was terminated when the hydrocarbon content reached values below this legally permissible level on two separate sampling dates in all four EPs.
A similar large-scale bioremediation was performed in an Arctic landfarm by Johnsen et al. (2021). Their results showed a 64% reduction in diesel content in the first year. However, it must be pointed out that the two climates and soil types are not directly comparable. At Day 280, the hydrocarbon levels had decreased to 346.0 ± 115.3 mg/kg DW (the average value calculated from all four EPs), representing a 95% reduction in diesel contamination. After the completion of the study, the soil in the LTU was re-sampled as excavated soil (waste) according to EN 14899:2006, and a full waste assessment was performed (OC 141-1/2021 by IKEMA d.o.o.). According to that waste assessment, the content of hydrocarbons was determined to be 264.0 ± 79.2 mg/kg DW.
Similarly, as reported by different scientific groups (Namkoong et al. 2002; Osei-Twumasi et al. 2020; Lee et al. 2021), this study confirmed the applicability of compost as a soil amendment for the bioremediation of hydrocarbons. The effect of compost on bioremediation processes is best observed from Day 1 to Day 125, with a 58% reduction in the total hydrocarbon content. Compost is usually added to support the microbial activity of soil microorganisms and to increase their diversity (Gomez and Sartaj 2014). In addition, compost is rich in nutrients such as phosphorus, nitrogen, and carbohydrates, which are believed to be important for the optimal activity of pollutant decomposers (Ferrari et al. 2019).
The significant decrease in the hydrocarbon content on Day 1, after the LTU establishment, can be explained by the dilution of the soil and the addition of compost. In the first 125 days, the hydrocarbon content was reduced by 58.00%, while the efficiency of hydrocarbon reduction from Day 125 to Day 280 was 33.00%. (Since there were no statistically significant differences between the hydrocarbon values for the EPs, the hydrocarbon removal efficiency was calculated as an average value of C10–C40 from all four EPs of the LTU.)
The effect of zeolite, the biostimulant, and different plant species
The importance of nutrients for bioremediation has long been recognized as they support a variety of microbial processes. Nitrogen, potassium, and phosphorus are required for amino acid production and energy transport (Hussain et al. 2018). Microbial population in soil maintains its biomass stoichiometry by partitioning carbon, nitrogen, and phosphorus between growth and release in the form of CO2, inorganic nitrogen, and phosphorus (Spohn, 2016).
Data on the total nitrogen, phosphorus digested with aqua regia, and the total organic carbon (TOC) from Day 125 to the end of the study (Day 280) are shown in Fig. 3: EP 1 (a), EP 2 (b), EP 3 (c), and EP 4 (d). A decrease in the TOC was observed throughout the remediation process, while the aqua regia- digested phosphorus increased over time. The changes in the total nitrogen content between the four EPs and between the different time points were not statistically significant (p < 0.05).
After the establishment of the LTU, there was a decrease in the TOC content in the soil, while the total nitrogen content was rather constant, ranging between 0.30% DW and 0.20% DW. The rate at which soil organic matter increases and decreases is determined by the gains and losses of carbon in soil (Nair, 2002), but for the successful degradation of the target compounds, the added carbon source must remain non-preferential (Namkoong et al. 2002). For the bioremediation of soil, the optimal C/N/P ratio is considered to be 100:10:1 (Banerjee et al. 2016; Wu et al. 2016). The C/N/P ratio was close to this value (100:13:0.8) at Day 125 of this study. After that, the C/N/P ratio changed in favour of phosphorus (100:8:3). The content of phosphorus in soil depends on various factors affecting its availability. Plants uptake phosphorus for growth, but plant species differ in their ability to acquire, use, and retain nutrients. In general, grasses have lower concentrations of tissue phosphorus compared to forbs (Moeneclaey et al. 2022), based on which it can be conceded that increased values of this element are a consequence of adding organic matter (i.e. Trifolium repens) to the soil when it was mechanically turned over.
The microbial population dynamics during hydrocarbon biodegradation
The use of well-adapted microbes in oil-contaminated soils is considered to be an effective means of bioremediation (Raghavan and Vivekanandan 1999; Tyagi et al. 2011). Since the contamination at issue occurred inside a fuel storage facility due to a valve malfunction and the contaminated soil was naturally present at that site, we assume that the indigenous microbial population was somewhat adapted to using hydrocarbons as a source of carbon. For example, Karamelidis et al. conducted a laboratory-scale study with indigenous microorganisms of petroleum-contaminated soil and showed that such an approach results in a > 79% w/w reduction in the total aliphatic hydrocarbons (Karamalidis et al. 2010).
Figure 4 shows the changes in the hydrocarbon content and the amount of total PLFAs extracted from the LTU from Day 125 in EP 1 (a), EP 2 (b), EP 3 (c), and EP 4 (d). A significant increase in total living biomass was observed on Day 187 for all EPs, while the lowest amount of extracted PLFAs in EP 4 was determined on Day 242.
Independent t tests for two sample means were performed to reveal potential statistically significant differences (p < 0.05; p = significance level) in the hydrocarbon content between pairs of EPs. Such a test was performed for EP 3 (the application of zeolite and the presence of mixed vegetation) and EP 2 (the use of mixed vegetation); EP 4 (the use of the biostimulant) and EP 1 (the control); and EP 1 (no seeded vegetation) and EP 2 (mixed vegetation). ANOVA was also performed to test between-sample variances of the four EPs. None of the tests proved any statistical differences in the sets of data.
To further assess microbial dynamics during the bioremediation process, specific microbial groups were analysed using the PCA. PCA (Fig. 5) revealed that the two principal components, PC1 and PC2, explained 47.31% and 18.11% of the total variance, respectively. Except for Day 1, all subsequent sampling was performed after the LTU had been divided into four EPs, and the influence of zeolite, the biostimulant, and different plant species on the plant-assisted bioremediation was studied (the effects are seen only on Day 187 and later). The PCA plot shows a clustering of the samples collected on Day 125, confirming the low variability among them. The samples taken on Day 125 show the microbial population after the application of compost, in the presence of Trifolium repens as supporting vegetation.
Figure 5 also shows several shifts in the microbial population that reveal some dynamics during the bioremediation process. First, the data obtained on Day 187 for EP 1, EP 2, and EP 3 show minimal variance among these samples and a displacement along the F1 axis compared to the data obtained on Day 125, indicating changes in the microbial community during these 62 days. Second, the samples from EP 1 on Days 242 and 280 reveal low between-sample variability compared to the samples from EP 4 on Days 187 and 280, and their common feature is that they were obtained from EPs naturally overgrown by Poaceae family species. Third, the samples EP 2 and EP 3, obtained from EPs where a mixture of the selected plant species grew, appear to be in the lower part of the F2 axis. The samples collected on Day 242 from EP 4 show greater similarity to the samples collected on Days 242 and 280 from EP 2 and EP 3. However, in the 38 days between Days 242 and 280, the microbial population in EP 4 became more similar to the microbial population in EP 1 collected on Days 242 and 280.
PCA revealed similarities between microbial populations in plots of soil where mixed plant species were seeded and those obtained from plots where Poaceae species grew. Since the PCA for the data obtained on Day 187 did not reveal statistical differences for EP 1, EP 2, and EP 3, but a shift in the microbial population occurred and the highest living biomass was observed for all four EPs, a contribution to the increased living biomass cannot be attributed to soil amendments or plant species. It was hypothesized that this effect was caused by the soil being mechanically turned over, the intensive growth of vegetation in the LTUs, and the addition of Trifolium repens to the soil matrix. On Day 280, the variability between the microbial populations for EP 1 and EP 4 was very low, confirming no significant effect of the biostimulant on the microbial population. The similarities between the plots of the LTU with the same type of vegetation confirmed the effect of plant species on the microbial population, which was also shown in previous studies (Berg and Smalla 2009).
The effect on hydrocarbon degradation during the bioremediation process has already been reported for certain plant species, such as the Medicago sativa (Fu et al. 2012; Zhang et al. 2012) and Poaceae family species (Hou et al. 2015; Shahzad et al. 2016). On the other hand, the use of combinations of plant species might have various effects on the process of bioremediation. The fibrous root system of grasses (the Poaceae family) creates a higher surface area, which improves the contact between pollutants and the degrading microbes (Hussain et al. 2018). In addition, the root system is influenced by the availability of nutrients, which depends on the degree of competition for resources with the neighbouring plants (Rajaniemi, 2022). Furthermore, plants belonging to the Fabaceae family can be used to fix atmospheric nitrogen and may have a competitive advantage over other plant species in obtaining additional nitrogen through a symbiotic relationship with Rhizobium (Hall et al. 2011). To conclude, according to our data on the hydrocarbon content and PLFA analysis, the choice of plant species affected the dynamics of the microbial population, but not the degradation rates of hydrocarbons in soil, confirming relatively stable and diverse indigenous microbial community of hydrocarbon degraders in soil.
Conclusion
This study demonstrated that > 95% of the diesel fuel pollution at issue was removed from the soil within 280 days. The use of compost as a soil amendment provided the nutrients required for the successful degradation of the hydrocarbons by indigenous microorganisms. The seeding of different plant species during plant-assisted bioremediation influenced the microbial population in the soil. However, the choice of plant species did not have a statistically significant effect on the rate of the degradation of the hydrocarbons during bioremediation, confirming relatively stable and diverse indigenous microbial community of hydrocarbon degraders in soil. At the end of this study, a zero-waste policy was achieved and approximately 90 tons of soil was remediated in a fuel depot. It should be noted that landfarming units occupy a large area and can potentially play an important role by adding to urban green spaces, becoming visually appealing elements, or providing a source of food for pollinating organisms when they are seeded or planted with nectar- and pollen-producing plants.
Data availability
The datasets generated during and/or analysed during the current study are available from the corresponding author on reasonable request.
Code availability
Not applicable.
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Acknowledgements
We like to thank the Petrol d.d. company for their support in establishing and monitoring this full-scale land treatment unit within their fuel storage facility.
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TCP and MSJ were involved in conceptualization. TCP was involved in sampling, analyses, and monitoring. MSJ contributed to resources. TCP and TM were involved in writing and editing. TK was involved in scientific editing.
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Predikaka, T.C., Kralj, T., Jerman, M.S. et al. A full-scale bioremediation study of diesel fuel-contaminated soil: the effect of plant species and soil amendments. Int. J. Environ. Sci. Technol. 21, 4319–4330 (2024). https://doi.org/10.1007/s13762-023-05304-x
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DOI: https://doi.org/10.1007/s13762-023-05304-x