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Article

Analysis of Chemical and Biochemical Parameters of Petrol-Contaminated Soil after Biostimulation with an Enzyme Reagent

by
Kornel Curyło
1,
Arkadiusz Telesiński
1,*,
Grzegorz Jarnuszewski
2,
Teresa Krzyśko-Łupicka
3 and
Krystyna Cybulska
1
1
Department of Bioingineering, Faculty of Environmental Management and Agriculture, West Pomeranian University of Technology in Szczecin, 17 Słowackiego St., 71-434 Szczecin, Poland
2
Department of Environmental Management, Faculty of Environmental Management and Agriculture, West Pomeranian University of Technology in Szczecin, 17 Słowackiego St., 71-434 Szczecin, Poland
3
Independent Department of Biotechnology and Molecular Biology, Faculty of Natural Sciences and Technology, University of Opole, 6a Kardynała Kominka St., 45-035 Opole, Poland
*
Author to whom correspondence should be addressed.
Processes 2020, 8(8), 949; https://doi.org/10.3390/pr8080949
Submission received: 19 July 2020 / Revised: 2 August 2020 / Accepted: 4 August 2020 / Published: 6 August 2020

Abstract

:
This study aimed to assess the effect of petrol and the Fyre Zyme reagent on selected chemical and biochemical properties of loamy sand. The experiment was conducted under laboratory conditions. First, petrol was introduced into the soil at doses of 0 and 50 g k−1dry matter (DM). Next, 6% Fyre-Zyme enzyme reagent solution was added to the samples contaminated and uncontaminated with petrol, in the following combinations: 0 (control), once at 40 cm3 kg−1 DM, twice at 20 cm3 kg−1 DM at two-week intervals, and four times at 10 cm3 kg−1 DM at weekly intervals. Contamination of loamy sand with petrol caused slight changes in the determined chemical parameters and stimulated dehydrogenase activities, but inhibited the activity of phosphatases. The introduction of the enzyme reagent into the soil increased the Corg and Ntot content. The greatest changes were observed in the activity of phosphatases. The receiver operating characteristic (ROC) curves revealed that the application of the enzyme reagent at the application of 4 × 10 cm3 kg−1 DM was the most beneficial. However, the results of the η2 analysis indicate that the greatest influence on the determined experimental parameters was found in the soil contaminated with petrol.

1. Introduction

Petrol is a transparent, oil-derived liquid, used primarily as a fuel in combustion engines. It mainly consists of organic compounds formed from the fractional distillation of crude oil, enriched with various additives [1]. These compounds include aliphatic hydrocarbons, with 6–12 carbon atoms in a chain. Petrol also contains some amounts of aromatic hydrocarbons and unsaturated hydrocarbons, but they form only a minor part of the composition [2]. After penetrating the soil in significant amounts, these hydrocarbons may cause clumping and change the physicochemical and biological properties of soil. Moreover, light petrol fractions are mobile, reactive, and highly toxic to soil microorganisms at high concentrations (of the order of several hundred mg kg−1) [3]. The bioavailability of aliphatic and aromatic hydrocarbons to microbial cells depends on physical (soil structure, pore size), chemical (adsorption, ion exchange, complexing), and microbiological (mainly cell wall structure) factors [4].
The decomposition of hydrocarbons in the soil environment occurs most effectively with the involvement of microorganisms. Many groups of microorganisms, both aerobic and anaerobic, are capable of metabolizing the hydrocarbons contained in organic pollutants. Bacteria are the most active factors of crude oil degradation and act as the main factors degrading crude oil spills in the environment [5]. Among bacterial genera isolated from soils contaminated with petroleum substances, which show the ability to biodegrade hydrocarbons, we could mention: Gordonia, Brevibacterium, Aeromicrobium, Dietzia, Burkholderia, and Mycobacterium [6]. On the other hand, fungal genera, which are capable of the decomposition of hydrocarbons, include, among others: Amorphoteca, Neosartorya, Talaromyces and Graphium and yeast, i.e., Candida, Yarrowia and Pichia [7]. However, the biodegradation of oil-derived substances is more complex. It is faster in the presence of adequate oxygen because of the activity of oxidative and hydrolytic enzymes, which are critical for decomposing the petroleum molecules [8].
However, the biodegradation of petroleum hydrocarbons in the soil may be restricted by many factors, such as autochthonous microflora, availability of biogenic compounds, temperature, humidity, availability of oxygen, physicochemical properties of the soil, and the type and properties of contamination [9]. The efficiency of biodegradation can be increased by applying various bioremediation techniques using living organisms, or their parts, metabolites, or enzymes capable of removing contaminants, as well as by supporting the growth of soil microflora, for example, by adding nutrients, emulsifiers, or surfactants that increase the bioavailability of petroleum-based substances to microorganisms [10,11]. In recent years, researchers have been especially interested in the biopreparations available on the market. One such preparation is Fyre-Zyme, produced by International Enzymes. It contains enzymes with the addition of surfactants, whose role is to facilitate the desorption of oil-derived substances in the soil and stimulate microorganisms to degrade the released products. Additionally, this preparation is enriched with simple sugars, amino acids, and additional growth factors [12]. Although the use of such biopreparations has many advantages, it also has many drawbacks. Before their introduction, biopreparations have to be revived to achieve full degradation activity. Moreover, before purchase, it is impossible to verify whether the microorganisms that are contained in the biopreparation are not antagonists of those naturally occurring in the soil subject to remediation [13].
Enzymatic activity is one of the best indicators of changes occurring in the soil under the influence of natural and anthropogenic factors [14,15,16]. The biological activity of soil that is defined by the enzymatic activity is a measure of soil fertility and productivity. Enzymatic tests provide quantitative information on the functional diversity of microbiological activity as well as the chemical processes, rate of mineralization, and accumulation of organic matter in the soil. Moreover, enzymes play an active role in the decomposition of organic matter released into the soil by plant vegetation, the formation and decomposition of soil humus, release and availability of mineral substances to plants, molecular nitrogen fixation, nitrification and denitrification, as well as in the detoxification of xenobiotics [17].
Hence, this study aimed to assess the influence of Fyre-Zyme preparation on selected chemical parameters and the activity of dehydrogenases and phosphatases of petrol-contaminated soil. Through this study, the following were attempted to be determined: (i) the effect of petrol on the properties of sandy soil, (ii) changes in the properties of soil uncontaminated with petroleum-derived substances under the influence of Fyre-Zyme preparation, and (iii) the possibility of using the enzymatic activity to assess the effectiveness of Fyre-Zyme preparation in the process of bioremediation of petrol-contaminated soil.

2. Materials and Methods

2.1. Experimental Design

The experiment was carried out on soil samples taken from the organic-humic level of rusty soils typical for the Agricultural Experimental Station of the West Pomeranian University of Technology in Lipnik, Poland (53°24′ N, 14°28′ E). This soil is characterized by the granulometric composition of loamy sand and a pH of 6.43 in 1 M KCl. The samples were sifted through a 2-mm mesh sieve and divided into eight fractions each weighing 1 kg. Four of them were contaminated with petrol at the dose of 50 g kg−1 dry matter (DM), while the remaining four were left uncontaminated. Petrol was purchased at one of the gas stations owned by PKN Orlen, Poland. The petrol-contaminated samples and the uncontaminated ones were then supplemented with a solution of the enzyme reagent Fyre-Zyme at a concentration of 6% in the following combinations: 0 (control), once at 40 cm3 kg−1 DM, twice at 20 cm3 kg−1 DM at two-week intervals, and four times at 10 cm3 kg−1 DM at weekly intervals. According to the data provided by the manufacturer, an aqueous solution of the enzyme preparation Fyre-Zyme with a concentration of 6% in a dose of 10% in relation to the weight of soil should be used. The application should be repeated at specific intervals. In the presented studies, we decided to check different methods of application of Fyre-Zyme preparation. Table 1 presents the experimental combinations. The maximum water holding capacity of the samples was brought up to 60%, and the samples were incubated in the dark at 20 °C. The method of determining the maximum water holding capacity of the soil consisted of determining the amount of water retained in the soil after slow humidification and in relation to the weight of the soil. The amount of water retained was determined from the difference in the mass of the sample after and before moisturization with water. After determining the maximum water capacity, the wet soil samples were dried at 105 °C to obtain a constant mass. The dried soil samples were supplied with a sufficient amount of water to bring them to 60% of the maximum water holding capacity. Every 2 days, the water losses were supplemented by controlling the soil mass with a scale. On days 1, 7, 14, 21, 28, and 56 of the experiment, the activities of dehydrogenases (DHA, EC 1.1.1), alkaline phosphatase (ALP, EC 3.1.3.1), and acid phosphatase (ACP, EC 3.1.3.2) were determined in all the experimental combinations, in three replications. In addition, on days 1 and 56 of the experiment, the total contents of organic carbon, total nitrogen, and total sulfur were determined, in three replications.

2.2. Determination of Soil Chemical Parameters

All reagents used for soil chemical properties determination were purchased from the Sigma-Aldrich, Poznań, Poland).
Soil samples were air dried and further homogenization with ceramic mortar to pass through a 125-μm sieve. Organic carbon (Corg) in mineral soil samples was determinated by wet oxidation soil organic matter—the Tiurin method. This method is based on organic carbon oxidized to CO2 by a mixture of potassium dichromate and sulphuric (VI) acid. In the Tiurin method, a mixture of soil, 0.4 N K2Cr2O7 and concentrated H2SO4 and catalyst (Ag2SO4) is boiled for 5 minutes—the organic carbon in the soil is oxidized to CO2 by the dichromate, which itself is reduced. After cooling, the dichromate which has not been consumed to oxidise soil carbon is determined by titrating with Mohr’s salt (ammonium iron(II) sulfate—(NH4)Fe(SO4)2·6H2O) with the N-phenylanthranilic acid (2-(C6H5NH)C6H4COOH) as indicators, with the determination carried out in triplicate [18]. Total nitrogen (Ntot) and sulphur (Stot) contents were determined by means of the elementary analyzer COSTECH ECS 4010 with a Zero Blank Autosampler (Costech Analytical Technologies, Inc., Valencia, CA, USA). The prepared soil samples were weighed (15–20 mg) in tin capsules for solid samples and placed in the autosampler. The sample and tin capsule reacted with oxygen and combusted at temperatures of 1700–1800 °C and the samples were broken down into their elemental components, N2 and SO2. High performance copper wires absorbed the excess oxygen not used for sample combustion. The gases flowed through the gas chromatographic (GC) separation column, which was kept at a constant temperature (±0.1 °C). As they were passed through the GC column, the gases were separated and were detected sequentially by the thermal conductivity detector (TCD). The TCD generated a signal, which is proportional to the amount of element in the sample. The EAS software compared the elemental peak to a known standard material (after calibration) and generated a report for each element on a weight basis [19].

2.3. Determination of Soil Enzyme Activity

All reagents used for soil biochemical properties determination were purchased from the Sigma-Aldrich, Poznań, Poland). Activity of soil enzymes were measured by spectrophotometric methods, using UV-1800 spectrophotometer (Shimadzu Corporation, Kyoto, Japan).
The activity of DHA was determined spectrophotometrically according to the method by Casida et al. [20]. This method involves the incubation of soil with a colorless, water-soluble substrate, 2,3,5-triphenyltetrazolium chloride (TTC) for 24 h at 25 °C. TTC is enzymatically reduced to a colored, water-insoluble product, triphenylformazan (TPF). After incubation, TPF is extracted from the soil with ethanol and analyzed spectrophotometrically at a wavelength of 485 nm. The dehydrogenase activity was determined from the standard curve and expressed in mg TPF kg−1 DM h−1.
The activities of ALP and ACP were analyzed according to the method described by Tabatabai and Bremener [21]. Following the addition of disodium p-nitrophenyl phosphate hexahydrate solution in buffer at pH 11 for ALP and 6.5 for ACP, the samples were incubated for 1 h at 37 °C. The resulting p-nitrophenol (p-NP) was extracted, stained with NaOH, and then determined spectrophotometrically at 400 nm. The phosphatase activity was determined from the standard curve and expressed in mg p-NP kg−1 DM h−1.

2.4. Data Analysis

The obtained results were converted according to the formulas given by Kaczyńska et al. [22] and presented as the petrol impact index (IFP) and the Fyre-Zyme preparation impact index (IFFZ) on the determined parameters:
I F P = A P A 0
I F F Z = A F Z A
where IFP is the petrol impact index, IFFZ is the Fyre-Zyme impact index, AP is the value of the determined parameter in the petrol-contaminated soil, A0 is the value of the determined parameter in the uncontaminated soil, and AFZ is the value of the determined parameter in the soil treated with Fyre-Zyme, A is the value of the determined parameter in the petrol-contaminated and uncontaminated soils.
The calculated values of IFP and IFFZ were analyzed by two-factor variance by considering the dose of petrol and the method of Fyre-Zyme application as variable factors. Then, the mean results were compared using the post hoc Tukey honest significant difference test at the significance level of p = 0.05. The analyses were performed independently for each measurement date.
To determine which of the variable factors had the greatest influence on the calculated ratios of petrol and Fyre-Zyme preparation interactions, η2 analysis was carried out. This analysis describes the ratio of variance of the dependent variable explained by the independent variable predictor [23].
Additionally, the predictable efficiency of the IFFZ index in the assessment of the effect of Fyre-Zyme preparation on the soil enzyme activity was determined using sensitivity, specificity, and the area under the receiver operating characteristic (ROC) curve (AUC): 0.9–1 = excellent; 0.8–0.9 = good; 0.7–0.8 = fair; 0.6–0.7 = poor; < 0.6 = fail [24]. The ROC curves were constructed by calculating sensitivity and specificity using the following equations [25]:
s e n s i t i v i t y = T P T P + F N
s p e c i f i t y = T N T N + F P
where TP is a true positive, TN is a true negative, FP is a false positive (type I error), and FN is a false negative result (type II error). The ROC value, which is a scalar measure of the anticipated discrimination, refers to the area under the curve that combines the TP and FP proportions for an infinite number of limit values [26].

3. Results and Discussion

Table 2 presents the values of the content of organic carbon (Corg), total nitrogen (Ntot), total sulfur (Stot), and the ratio of C:N in the soil uncontaminated with petrol at the beginning of the experiment.
Soil contamination with petrol resulted in a slight increase in the average content of Ntot (IFP = 1.080) and Stot (IFP = 1.067) and a decrease in the C:N ratio (IFP = 0.945), while the Corg content was close to that of the uncontaminated soil (IFP = 1.020) (Figure 1).
Many authors have demonstrated that the contamination of soil with oil-derived substances caused an increase in the Corg content in the soil [27,28,29,30]. This is due to the presence of petroleum hydrocarbons in the oil, which may lead to the anthropogenic addition of carbon to the soil [31]. However, this effect is usually short-lived, as the content of light hydrocarbon fractions in the petrol can quickly escape from the soil [32]. Therefore, it was not observed in the present study. Moreover, Schreier et al. [33] reported that organic carbon content may indicate the hydrocarbon contamination of soil. The changes in the soil organic carbon content may affect the balance of other soil nutrients, including the content of nitrogen, sulfur, phosphorus, or potassium, which may be used for the degradation of hydrocarbons present in the soil [28,30,34,35].
The application of Fyre-Zyme to both uncontaminated and petrol-contaminated soil increased the content of Corg and Ntot, as evidenced by the IFFZ values above 1 (Table 3). However, a comparison of the different applications of Fyre-Zyme preparation indicated that in soil uncontaminated with petrol, the best statistical effect occurred after adding 40 cm3 kg−1 DM at once (for Corg on both measurement dates, and for Ntot on day 56). On the other hand, in the soil contaminated with petrol, no significant differences were found in the interaction of different applications of the enzyme reagent. For Corg, the IFFZ value was found to be significantly lower than that of the other enzyme reagent applications only on day 1 following the addition of 4 × 10 cm3 kg−1 DM, whereas for Ntot, a significant increase in the IFFZ value was noted on day 56 after the addition of 4 × 10 cm3 kg−1 DM of the enzyme reagent. Comparison of IFFZ values for C:N ratio and Stot content did not show significant differences between different applications of the Fyre-Zyme preparation in the uncontaminated soil. On the other hand, a significantly lower IFFZ value was found for C:N ratio on day 56 and for Stot on day 1 in the petrol-contaminated soil after the application of 4 × 10 cm3 kg−1 DM of the enzyme reagent.
A comparison of the results of η2 analysis for the determined chemical parameters of the soil indicated that the formation of Corg and Ntot content were influenced by the dose of petrol as well as by the application method of the enzyme reagent Fyre-Zyme. However, for the C:N ratio, the petrol dose as well as the interaction between the petrol dose and the method of enzyme reagent application were found to have the greatest influence (Table 4). Fyre-Zyme is a rich source of simple sugars, amino acids, and various biogenic factors. Therefore, changes in the content of elements in the soil may occur after the introduction of this enzyme preparation [9]. Moreover, the study carried out by Krzysko-Łupicka et al. [36] revealed that the introduction of an aqueous solution of Fyre-Zyme enzyme preparation at a concentration of 6%, at a dose of 10% (w/w), to the soil contaminated with oil-derived substances increased the effectiveness of the hydrocarbon removal. In the initial period (after 6 hours), the degree of contaminant biodegradation was 29%, corresponding to the baseline and control sample content. After 30 and 60 days of incubation, 47 and 52% of the initial contaminants were degraded, respectively. However, during the incubation, spontaneous transformations of petroleum-derived substances occurred simultaneously in the control samples due to the activity of the soil microflora. Taking this fact into account, the degree of biodegradation in the presence of Fyre-Zyme was higher by 23–24% compared to the control. Further studies revealed that the application of Fyre-Zyme preparation led to the greatest decrease in the content of n-alkanes with the number of C8–C16 carbon atoms—that is, those dominant in petrol [12]. This may cause changes in the C:N ratio. The influence of experimental factors on the content of Stot was quite different. For this parameter, the greatest influence was exerted by the interaction between the petrol dose and the measurement day and the interaction between all three determined parameters.
A comparison of the activity of the determined enzymes in the soil not contaminated with petrol revealed no significant differences in the activity of DHA on subsequent measurement dates. In contrast, the ALP activity was statistically highest on day 7 and that of ACP on day 1 (Table 5). Soil contamination with petrol at the dose of 50 g kg−1 DM resulted in the inhibition of ACP and ALP on all measurement dates—IFP values below 1 and the activation of DHA—IFP values above 1 (Figure 2). Previous studies indicated that the reaction of soil enzymes with oil-derived substances depends mainly on their type. Contamination of the soil with light crude oil fractions mainly stimulated the activity of oxidoreductases [3], but inhibited the activity of hydrolases [37], which was also confirmed by the results of the present study. On the other hand, the introduction of heavier crude oil fractions such as diesel oil, spent engine oil, or coal tar creosote into the soil negatively impacted the activity of all soil enzymes [9,17,31,38,39].
An analysis of the effect of Fyre-Zyme preparation (IFFZ) on DHA in the uncontaminated and petrol contaminated soil, based on the values of the enzyme coefficients, indicated that the values were close to 1, on all measurement dates, for each type of preparation application. This suggests small changes in the activity of this group of enzymes. However, a comparison of the IFFZ values for particular types of application of the enzyme preparation indicated that in the soil not contaminated with petrol, only on days 1, 7 and 21, the values were significantly higher after the application of 4 × 10 cm3 kg−1 DM than after the application of 1 × 40 cm3 kg−1 DM. On the other hand, in the soil containing petrol, significantly higher IFFZ values were recorded on day 21 after the application of 4 × 10, and on days 1 and 21 after the application of 2 × 20 cm3 kg−1 DM of the enzyme reagent, than after the application of 1 × 40 cm3 kg−1 DM (Table 6). Kaczyńska et al. [22] reported that DHA is one of the most important enzyme groups because it is present in all living cells of microorganisms. Hence, it is often considered as an indicator of the overall microbiological activity of the soil. This group of enzymes performs biological oxidation of organic matter in soil through hydrogen transfer from the organic medium to inorganic acceptors [40]. Many authors have also stated that DHA acts as an indicator of the rate of changes taking place in the soil [16,22,41,42,43,44].
In the uncontaminated soil, no significant differences were noted in the effect of different ways of enzyme reagent application on all the measurement dates (Table 6). A different effect was observed in the soil contaminated with petrol. The highest IFFZ values were recorded on day 21. Moreover, on day 14 after the application of the enzyme reagent at doses of 4 × 10 and 2 × 20 cm3 kg−1 DM, the IFFZ values were significantly higher than after the application of 1 × 40 cm3 kg−1 DM. For ACP, the IFFZ values decreased significantly after the application of the enzyme reagent at a dose of 1 × 40 cm3 kg−1 DM, especially on the first measurement dates. However, they increased during the course of the experiment and were close to 1 on the last measurement date. On the other hand, from day 1 to day 21, after the introduction of the enzyme reagent at the doses of 4 × 10 and 2 × 20 cm3 kg−1 DM in both the uncontaminated and petrol-contaminated soil, the IFFZ values of ACP were found to be significantly higher than that after the application of 1 × 40 cm3 kg−1 DM. The highest IFFZ values of ACP were recorded in the petrol-contaminated soil on day 14 after the addition of the enzyme reagent at a dose of 2 × 20 cm3 kg−1 DM (1.321) and at a dose of 4 × 10 cm3 kg−1 DM (1.371). ACP and ALP play an important role in plant nutrition because they catalyze the hydrolysis of organic phosphorus, resulting in the formation of inorganic P that can be taken up by plants [45]. Phosphatases are ubiquitous in the soil and produced by microorganisms in response to low levels of inorganic phosphates. The amount of P available for plants in the soil is small, constituting only about 1–5% of the total P content [43]. Many authors have suggested that the examination of soil phosphatase activity may indicate the ability of soil to maintain its quality [14,44,46,47,48,49].
The introduction of Fyre-Zyme to the soil caused both inhibition and stimulation of the determined enzyme activities. The preparation contains enzymes, biosurfactants and nutrients. The results of the studies carried out so far on the influence of various additives on biochemical processes in the soil are also inconclusive. Both increases and decreases in degradation processes as a result of the introduction of biopreparations and different additives have been observed [3,11,22,39,50]. The effectiveness of this treatment is determined by numerous factors of a biological and physicochemical nature [51]. It is determined by the type of surfactant, amount and type of contamination and toxicity. The ability to adsorb on the soil matrix of both the pollutant and surfactant is also important. Moreover, the chemical composition and other environmental factors such as pH and temperature have an influence on the biodegradation process and enzymatic activity. The decrease in enzyme activity observed in the initial period of the experiment, especially DHA, may result from disturbances in soil air conditions [39]. It is also worth noting the quantitative and qualitative composition of indigenous microflora. The ability of this microflora to use hydrocarbons as a food substrate is important. Not without significance is also the possibility for microorganisms to use the surfactant or organic compounds introduced from outside as a food substrate. If the microorganisms are more likely to biodegrade the surfactant than the contaminant, the effectiveness of the surfactant decreases, which may be associated with a decrease in soil enzymatic activity [52]. In this case, the surfactant may repress the transcription/translation of enzymes required for the microbial metabolism and catabolism of the contaminants, and promote the development of bacterial populations that do not degrade the contaminant [53].
A comparison of the results of η2 analysis performed for the determined soil enzymatic parameters showed that the petrol dose greatly influenced the activity of all the determined enzymes (Table 7). Additionally, for ALP, the measurement date had a similar influence as the petrol dose, whereas for ACP, the method of application of the enzyme reagent was influential. As mentioned above, Fyre-Zyme is a rich source of simple sugars, amino acids, and various biogenic factors. Therefore, the introduction of this enzyme preparation increases the source of substrates for enzymatic reactions in soil [9]. However, the addition of surfactants to the biopreparations may change the water–air interactions in the soil, which affects the enzymatic activity [54]. Moreover, many preparations supporting the degradation of oil derivatives contain mono- and dioxygenases, which were not analyzed in the present study [55].
A comparison of the ROC curves showed that for all the determined soil enzymes, the value of p < 0.05 was found for the application of the enzyme reagent at the dose of 2 × 20 cm3 kg−1 DM (Figure 3). For ALP, additionally, the value of p < 0.05 was found after the introduction of the enzyme reagent at the dose of 4 × 10 cm3 kg−1 DM. Considering the cut-off values, it can be concluded that the IFFZ values above 1.015 may indicate a positive influence of the enzyme reagent on the activity of the determined enzymes (but not always). However, assuming that the diagnostic power of the ROC curves is expressed by the AUC values above 0.80, it can be concluded that only the application of the enzyme reagent at a dose of 4 × 10 cm3 kg−1 DM positively affected ALP (Table 8).
Until now, there have been few reports in the literature about the effectiveness and mechanism of action of Fyre-Zyme in biodegradation processes. Krzysko-Łupicka et al. [36] reported that this preparation used in laboratory tests intensified the process of the removal of petroleum substances as early as several hours after its introduction to contaminated soil; it did not affect the loss of monoaromatic hydrocarbons but accelerated the degradation of PAHs and n-aliphatic hydrocarbons compared to the control. A new aspect of our study is also the determination of the side-effects of Fyre-Zyme preparation on activity of enzymes, which are one of the best indicators of soil ecochemical status.

4. Conclusions

Contamination of loamy sand with petrol caused slight changes in the Corg, Ntot, Stot, and C:N ratio, and also stimulated the activity of DHA but inhibited the activity of ACP and ALP. The introduction of the enzyme reagent into the uncontaminated and contaminated soil increased the content of Corg and Ntot. However, among the determined enzymes, the greatest changes were observed in phosphatase activity. The obtained results and ROC curves reveal that the application of the enzyme reagent at the dose of 4 × 10 cm3 kg−1 DM was the most beneficial in soil contaminated with petrol at the dose of 50 g kg−1 DM, but it was the petrol content that mainly influenced the determined parameters of loamy sand.

Author Contributions

Conceptualization, K.C. (Kornel Curyło) and A.T.; methodology K.C. (Kornel Curyło), A.T. and G.J.;formal analysis, K.C. (Kornel Curyło), A.T. and G.J.; investigation, K.C. (Kornel Curyło), G.J., T.K.-Ł. and K.C. (Krystyna Cybulska); writing—original draft preparation, K.C. (Kornel Curyło); writing—review and editing, K.C. (Kornel Curyło), A.T. and G.J.; supervision, A.T. All authors have read and agreed to the published version of the manuscript.

Funding

This research and APC was funded by Subsidy of Polish Ministry of Science and Higher Education for West Pomeranian University of Technology in Szczecin number 503-07-083-08/04.

Conflicts of Interest

The authors declare no conflict of interest.

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Figure 1. Mean values of petrol effect (IFP) on chemical properties in soil uncontaminated with petrol; Corg, organic carbon content, Ntot, total nitrogen content, C:N, carbon-to-nitrogen ratio, Stot, total sulfur content.
Figure 1. Mean values of petrol effect (IFP) on chemical properties in soil uncontaminated with petrol; Corg, organic carbon content, Ntot, total nitrogen content, C:N, carbon-to-nitrogen ratio, Stot, total sulfur content.
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Figure 2. Values of petrol effect (IFP) on enzyme activities in soil uncontaminated with petrol; ACP—acid phosphatase, ALP—alkaline phosphatase, DHA—dehydrogenases.
Figure 2. Values of petrol effect (IFP) on enzyme activities in soil uncontaminated with petrol; ACP—acid phosphatase, ALP—alkaline phosphatase, DHA—dehydrogenases.
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Figure 3. Receiver operating characteristic (ROC) curves for indices of Fyre-Zyme reagent impact on antivity of acid phosphatase (A), alkaline phosphatase (B), and dehydrogenases (C).
Figure 3. Receiver operating characteristic (ROC) curves for indices of Fyre-Zyme reagent impact on antivity of acid phosphatase (A), alkaline phosphatase (B), and dehydrogenases (C).
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Table 1. Experimental combinations.
Table 1. Experimental combinations.
TreatmentCC1 × 40C2 × 20C4 × 10PP1 × 40P2 × 20P4 × 10
Petrol (g kg−1 DM)000050505050
6% solution of FZ (cm3)01 × 402 × 204 × 1001 × 402 × 204 × 10
DM—dry matter, FZ—Fyre-Zyme preparation.
Table 2. Initial chemical properties of soil uncontaminated with petrol.
Table 2. Initial chemical properties of soil uncontaminated with petrol.
Corg
(g kg−1)
Ntot
(g kg−1)
C:NStot
(g kg−1)
5.99 ± 0.120.48 ± 0.0112.48 ± 0.140.19 ± 0.01
Corg, organic carbon content; Ntot, total nitrogen content; C:N, carbon-to-nitrogen ratio Stot, total sulfur content.
Table 3. Indices of Fyre-Zyme effect (IFFZ) on chemical parameters in soil uncontaminated and contaminated with petrol.
Table 3. Indices of Fyre-Zyme effect (IFFZ) on chemical parameters in soil uncontaminated and contaminated with petrol.
DayUncontaminated SoilSoil Contaminated with Petrol
1 × 402 × 204 × 101 × 402 × 204 × 10
Corg
11.111 ± 0.003 a1.001 ± 0.008 d1.059 ± 0.008 b1.094 ± 0.005 a1.095 ± 0.014 a1.031 ± 0.001 c
561.144 ± 0.015 a1.022 ± 0.025 b1.023 ± 0.006 b1.128 ± 0.045 a1.148 ± 0.025 a1.164 ± 0.017 a
Ntot
11.082 ± 0.036 a1.058 ± 0.056 a1.093 ± 0.041 a1.093 ± 0.086 a1.065 ± 0.104 a1.095 ± 0.096 a
561.217 ± 0.072 a,b1.023 ± 0.049 c1.027 ± 0.053 c1.063 ± 0.101 b,c1.109 ± 0.083 b,c1.336 ± 0.033 a
C:N
11.028 ± 0.032 a0.947 ± 0.046 a0.969 ± 0.032 a1.004 ± 0.076 a1.035 ± 0.102 a0.947 ± 0.085 a
560.942 ± 0.064 a,b1.001 ± 0.075 a,b0.998 ± 0.051 a,b1.065 ± 0.064 a1.039 ± 0.055 a0.871 ± 0.015 b
Stot
11.042 ± 0.056 b1.019 ± 0.035 b1.065 ± 0.029 b1.222 ± 0.081 a1.088 ± 0.046 a,b1.023 ± 0.053 b
561.090 ± 0.038 a1.088 ± 0.008 a1.027 ± 0.065 a0.876 ± 0.029 b0.885 ± 0.041 b0.889 ± 0.050 b
Data are expressed as a mean ± SD of three replicates; the same letters (a, b, c) in line are assigned to the same homogeneous groups (Tukey HSD test) with decreasing values differing from each other at the level of p = 0.05; Corg, organic carbon content; Ntot, total nitrogen content; C:N, carbon-to-nitrogen ratio Stot, total sulfur content.
Table 4. Percentage share of observed variability factors η2 on soil chemical parameters.
Table 4. Percentage share of observed variability factors η2 on soil chemical parameters.
Variable FactorCorgNtotC:NStot
Petrol (P)37.0254.6437.073.46
Fyre-Zyme Dose (FZ)25.7816.0914.878.41
Day of Experiment (D)12.460.4313.577.72
P × FZ9.029.9616.426.17
P × D9.555.580.3434.09
FZ × D1.241.972.4512.87
P × FZ × D4.3210.5813.0426.12
Error0.600.752.231.17
Corg, organic carbon content; Ntot, total nitrogen content; C:N, carbon-to-nitrogen ratio Stot, total sulfur content.
Table 5. Activity of soil enzymes in uncontaminated soil.
Table 5. Activity of soil enzymes in uncontaminated soil.
DayDHA
(mg TPF kg−1 DM h−1)
ALP
(mg p-NP kg−1 DM h−1)
ACP
(mg p-NP kg−1 DM h−1)
11.69 ± 0.04 a67.20 ± 6.65 c188.24 ± 10.21 a
71.71 ± 0.06 a139.94 ± 10.64 a177.31 ± 8.30 b
141.66 ± 0.15 a81.08 ± 5.89 b180.45 ± 6.83 a,b
211.77 ± 0.07 a73.48 ± 6.76 b,c177.76 ± 2.91 b
281.71 ± 0.02 a71.49 ± 3.55 b,c183.53 ± 11.79 a,b
561.79 ± 0.08 a67.06 ± 3.98 c180.56 ± 2.18 b
Data are expressed as a mean ± SD of three replicates; the same letters (a, b, c) in column are assigned to the same homogeneous groups (Tukey HSD test) with decreasing activity differing from each other at the level of p = 0.05;; DHA dehydrogenases; ALP, alkaline phosphatase; ACP, acid phosphatase; TPF, triphenylformazan; p-NP, p-nitrophenol; DM, dry matter.
Table 6. Indices of Fyre-Zyme impact (IFFZ) on soil biochemical parameters.
Table 6. Indices of Fyre-Zyme impact (IFFZ) on soil biochemical parameters.
DayUncontaminated SoilSoil Contaminated with Petrol
1 × 402 × 204 × 101 × 402 × 204 × 10
Dehydrogenases (DHA)
10.918 ± 0.043 b,c0.967 ± 0.041 a,b1.051 ± 0.039 a0.839 ± 0.045 c0.978 ± 0.036 a,b0.876 ± 0.013 b,c
70.806 ± 0.052 b0.936 ± 0.034 a,b0.990 ± 0.068 a0.929 ± 0.056 a,b1.052 ± 0.045 a1.002 ± 0.055 a
140.951 ± 0.089 a1.005 ± 0.059 a1.041 ± 0.098 a0.916 ± 0.029 a1.020 ± 0.032 a1.002 ± 0.051 a
210.926 ± 0.044 b0.984 ± 0.020 a,b1.010 ± 0.012 a0.805 ± 0.018 c0.954 ± 0.022 a,b0.905 ± 0.041 b
280.951 ± 0.013 a1.004 ± 0.009 a1.039 ± 0.037 a0.909 ± 0.069 a1.039 ± 0.053 a1.021 ± 0.079 a
560.997 ± 0.042 a0.987 ± 0.026 a0.926 ± 0.086 a0.935 ± 0.046 a1.013 ± 0.006 a1.040 ± 0.033 a
Alkaline Phosphatase (ALP)
10.960 ± 0.091 a1.072 ± 0.102 a0.829 ± 0.081 a1.069 ± 0.103 a1.108 ± 0.066 a1.315 ± 0.114 a
70.811 ± 0.076 a1.112 ± 0.109 a0.984 ± 0.038 a0.963 ± 0.093 a1.093 ± 0.099 a1.024 ± 0.087 a
141.106 ± 0.101 b1.262 ± 0.114 b1.073 ± 0.098 b0.951 ± 0.056 b1.665 ± 0.124 a1.728 ± 0.132 a
210.682 ± 0.056 c0.821 ± 0.078 b,c0.829 ± 0.081 b,c1.440 ± 0.129 a,b,c2.013 ± 0.187 a1.507 ± 0.091 a,b
281.109 ± 0.059 a1.085 ± 0.104 a1.109 ± 0.102 a1.174 ± 0.027 a1.193 ± 0.041 a1.279 ± 0.061 a
561.239 ± 0.106 a,b1.487 ± 0.123 a1.302 ± 0.107 a,b1.021 ± 0.023 b1.303 ± 0.099 a,b1.215 ± 0.111 a,b
Acid Phosphatase (ACP)
10.674 ± 0.032 c0.992 ± 0.068 a,b1.137 ± 0.067 a0.683 ± 0.053 c0.973 ± 0.010 b1.057 ± 0.067 a,b
70.607 ± 0.045 d1.014 ± 0.087 b1.178 ± 0.026 b0.812 ± 0.044 c1.118 ± 0.059 b1.352 ± 0.047 a
140.742 ± 0.072 d0.958 ± 0.038 c1.142 ± 0.026 b0.836 ± 0.076 c,d1.321 ± 0.086 a1.371 ± 0.066 a
210.809 ± 0.032 e1.052 ± 0.021 c,d1.193 ± 0.032 a,b0.945 ± 0.041 d1.103 ± 0.075 b,c1.241 ± 0.036 a
280.928 ± 0.089 a0.982 ± 0.039 a1.071 ± 0.102 a0.991 ± 0.046 a1.108 ± 0.076 a1.086 ± 0.026 a
561.004 ± 0.028 a1.014 ± 0.018 a1.032 ± 0.044 a1.018 ± 0.046 a1.002 ± 0.039 a1.035 ± 0.075 a
Data are expressed as a mean ± SD of three replicates; the same letters (a, b, c, d, e) in line are assigned to the same homogeneous groups (Tukey HSD test) with decreasing values differing from each other at the level of p = 0.05.
Table 7. Percentage share of observed variability factors η2 on soil enzyme activities.
Table 7. Percentage share of observed variability factors η2 on soil enzyme activities.
Variable FactorACPALPDHA
Petrol (P)41.7638.7379.97
Fyre-Zyme Dose (FZ)42.226.1013.13
Day of Experiment (D)7.0742.162.05
P × FZ1.792.511.94
P × D3.437.951.27
FZ × D3.231.040.50
P × FZ × D0.401.170.89
Error0.110.340.25
ACP, acid phosphatase; ALP, alkaline phosphatase; DHA, dehydrogenases.
Table 8. ROC values of indices of Fyre-Zyme reagent impact on soil enzyme antivities.
Table 8. ROC values of indices of Fyre-Zyme reagent impact on soil enzyme antivities.
Application of Fyre-ZymeCut-Off ValueAUCSEp
Acid phosphatase (ACP)
1 × 400.8630.6730.0910.058
2 × 201.0540.7620.0810.001
4 × 101.2750.6170.0980.233
Alkaline Phosphatase (ALP)
1 × 400.9410.6440.0930.121
2 × 201.1300.7040.0570.019
4 × 101.2140.8720.0690.001
Dehydrogenases (DHA)
1 × 400.8070.3870.0960.241
2 × 201.0150.6850.0890.038
4 × 100.8770.3890.0960.247
AUC, area under the ROC curve; SE, standard error; p, level of probability.

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Curyło, K.; Telesiński, A.; Jarnuszewski, G.; Krzyśko-Łupicka, T.; Cybulska, K. Analysis of Chemical and Biochemical Parameters of Petrol-Contaminated Soil after Biostimulation with an Enzyme Reagent. Processes 2020, 8, 949. https://doi.org/10.3390/pr8080949

AMA Style

Curyło K, Telesiński A, Jarnuszewski G, Krzyśko-Łupicka T, Cybulska K. Analysis of Chemical and Biochemical Parameters of Petrol-Contaminated Soil after Biostimulation with an Enzyme Reagent. Processes. 2020; 8(8):949. https://doi.org/10.3390/pr8080949

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Curyło, Kornel, Arkadiusz Telesiński, Grzegorz Jarnuszewski, Teresa Krzyśko-Łupicka, and Krystyna Cybulska. 2020. "Analysis of Chemical and Biochemical Parameters of Petrol-Contaminated Soil after Biostimulation with an Enzyme Reagent" Processes 8, no. 8: 949. https://doi.org/10.3390/pr8080949

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