1. Introduction
In order to obtain the appropriate quantity and quality of perennial lignocellulosic plants, alternative production technologies are applied, using various post-production waste and agricultural residues, such as sewage sludge, mushroom substrate, digestate from biogas plants, or alcohol distillery waste. One of the main problems with the use of organic waste as a fertilizer is its content of pathogenic microorganisms and heavy metals, with the latter accumulating in the soil [
1,
2,
3,
4,
5]. The long-term presence of heavy metals in the soil can lead to their bioaccumulation in plants. Heavy metals reduce plants’ ability to absorb nutrients and water and, consequently, inhibit their growth. Heavy metals can also disrupt the functions of soil microorganisms and their ecosystem [
6,
7,
8]. The action of organic materials in the soil, especially of SS, is dynamic and changes over time. Initially, the soil physicochemical properties improve and plant yields increase [
9,
10,
11,
12], but, over time, depending on their chemical composition, problems related to the accumulation of pollutants (e.g., heavy metals) and reduced soil biodiversity may arise [
13]. Depending on the habitat conditions and the types of materials introduced into the soil, as much as 40% to 70% of organic matter undergoes mineralization in the first year. In the following years, the rate of mineralization decreases in favor of humification [
14]. Climate change has a strong impact on these processes [
15]. In Poland, a large amount of waste ranging from 1 to 1.3 million tons per year is generated during mushroom production [
16]. This waste is much safer in terms of heavy metal content than SS, but it can contain fungi and many other microorganisms that may negatively affect plant growth and development. Therefore, it should always be heat-treated before being introduced into the soil [
17]. The substrate after mushroom cultivation is produced on the basis of organic materials (chicken or horse manure, straw, and peat) supplemented with a mineral substance.
The use of organic waste as a fertilizer always requires careful monitoring and compliance with environmental regulations to avoid long-term negative effects on human health and the soil ecosystem. In Poland, the use of SS is determined by the Regulation of the Ministry of the Environment [
18] and the Act of 27 April 2001 on waste [
19]. In the cultivation of energy crops, the use of SS is much less restrictive than in the cultivation of forage crops and those produced for human consumption, but this does not mean that cyclical soil and plant tests should not be performed.
Taking the above into account, this paper examines changes in the chemical composition of the soil treated with different combinations of SS and SMS, each with the same dose of N, after three years of Miscanthus × giganteus cultivation.
The aim of this research was to determine the long-term effects of SS and SMS on the soil content of carbon, nitrogen, hydrogen, macro- and micronutrients, and selected heavy metals, as well as bacteria, actinomycetes, and fungi, after three years of Miscanthus × giganteus cultivation in Central–Eastern Poland.
3. Results and Discussion
After the third year of
Miscanthus ×
giganteus cultivation, an increase in the soil content of total C and N was noted only in two plots (
Table 7,
Table 3 (a)), one with SS used on its own and the other treated with a mixture of SS at the highest dose and SMS (SS
75 + SMS
25). Applied on its own, SS increased the N
t content in the soil to the largest extent, by 12.3%, while, in the plot with SS
75 + SMS
25, it rose only by 6.0%. The content of C
t in both plots increased much less than that of N
t, only by 1.5%. In the remaining fertilized plots, a decrease in the content of N
t and C
t was noted, and, in the case of the latter, it was the largest in the control plot and in response to SMS used on its own.
A significant difference was noted between the SS plot and the control concerning the content of N
t. The total N content in the former was the highest, with 3.20 g kg
−1 DM of soil, while, in the control plot, it was 2.65 g kg
−1 DM. The content of N
t in the control plot was similar to that in the SMS plot. This may have been the result of the initial immobilization or inhibition of the N-nitrification process in the soil [
29,
30]. The nitrogen content in the remaining fertilized plots was higher than in the soil from the control plot, but these differences were not statistically significant. Bik-Małodzińska et al. [
31] indicated a significant increase in soil nitrogen content after the application of SS, while Grzywnowicz and Strutyński [
32] recorded an increase that was more than twice as high in response to manure application. Kuziemska et al. [
33] stated that SS, compared to other organic wastes, had the greatest impact on soil nitrogen enrichment, which was confirmed by the results of the present research.
The lowest content of Ct was found in the control plot (33.6 g kg−1 DM of soil) and after applying SMS (35.6 g kg−1 DM of soil). The average content of Ct in the soil from all fertilized plots after three years of research was 38.0 g kg−1 DM of soil. On all fertilized plots, except for that with SMS, a significant increase in Ct was found in relation to the control plot.
Many authors stress the beneficial effect of SS in increasing the content of organic C in the soil [
34,
35]. Additionally, its content can be increased by organic matter development, limited agrotechnical treatments, and leaf shedding before harvest due to wind, the temperature, and heavy precipitation [
36]. The accumulation of C in the soil is largely determined by the air temperature and the amount of precipitation. Any increase in temperature leads to an increase in evaporation and to a water deficit, which may be closely related to a decrease in soil C [
14]. During the experiment, difficult growing conditions prevailed, especially in 2019 (
Table 2), which probably contributed to the reduction in the soil C content in the control plot.
The content of H in the soil after three years of
Miscanthus ×
giganteus cultivation was, on average, 5.48 g kg
−1 (
Table 7). No significant differences were noted in response to organic waste application. The highest H content was recorded in the control plot (6.10 g kg
−1 DM of soil) and the lowest after the application of SMS. Grzywnowicz and Strutyński [
32] found an increase in the active and potential acidity of soil treated with SS. The exchangeable acidity increased in response to increasing amounts of exchangeable hydrogen.
The average content of P in the soil after three years of
Miscanthus ×
giganteus cultivation was 1.14 g kg
−1 (
Table 3 (a),
Table 8), slightly lower than before the experiment (1.19 g kg
−1). After three years of research, the lowest content of this macronutrient was found in the control plot (1.08 g kg
−1) and in the plot with SS and SMS at the dose of SS
25 + SMS
75 (1.09 g kg
−1). In relation to the other fertilized plots, the soil content of P was most favorably affected by two combinations of SS and SMS, namely SS
75 + SMS
25 and SS
50 + SMS
50, with 1.24 and 1.20 g kg
−1 DM of soil, respectively. The differences in the soil P content in response to organic waste were not statistically significant. Xu et al. [
37] reported that about 90% of the P found in sewage sludge was strongly bound to iron or aluminum. On the other hand, Grzywnowicz, Strutyński [
32] and Kuziemska et al. [
33] indicated that the P content in the soil increased with the use of SS.
The soil content of K was, on average, 0.818 g kg
−1 and was higher than before the experiment was established (
Table 3 (a),
Table 8). This increase was due to the introduced organic materials, but also to the shedding of large quantities of
Miscanthus ×
giganteus leaves [
38]. The lowest content of total K in the soil was recorded in the control plot (0.739 g kg
−1). The highest content (0.897 g kg
−1) was reported in the plot where a combination of the lowest dose of SS and the highest dose of SMS (SS
25 + SMS
75) was applied, but also in that with SMS (0.891 g kg
−1). Generally, in its composition, SS contains a small amount of K; therefore, after its application, a small increase in soil K is observed—or, in the case of small doses of sludge, no changes are noticed [
37].
The average content of total Ca in the soil after three years increased compared to the start of the experiment and was 10.05 g kg
−1 DM (
Table 3 (a),
Table 8). However, its amount in the control plot was the lowest; it was nearly the same as its content in the humus layer before the experiment was established. The highest content of total Ca in the soil after the third year (11.23 g kg
−1 DM) was found in the plot treated with equal doses of SS and SMS (SS
50 + SMS
50). Martyn et al. [
39] reported that the use of SS in the production of energy crops increased the Ca content in the soil. SMS contains fairly large amounts of Ca [
40], which is the result of its addition to the casing and to the substrate itself.
The average content of total Mg in the soil increased in relation to the start of the experiment and was 1.25 g kg
−1 DM (
Table 3 (a),
Table 8). The highest value (1.65 g kg
−1 DM of soil) was noted in the plot with SMS. The effect of other organic materials resulted in a slight, statistically insignificant increase compared to the control plot. Martyn et al. [
39] found that an increase in the amount of Mg was dependent on the SS dose.
The total content of S in the soil after three years of
Miscanthus ×
giganteus cultivation was, on average, 0.438 g kg
−1 and increased by 0.061 g kg
−1 in relation to the start of the experiment (
Table 3 (a),
Table 8). The lowest value was recorded in the control plot (0.402 g kg
−1 DM of soil). On the other hand, the highest content (0.474 g kg
−1 DM of soil) was noted in the soil treated with SS and SMS together (SS
50 + SMS
50), both containing the same amounts of nitrogen. However, no significant effect of waste organic materials on the soil S content was found. Similarly, Czekała [
41] stated that SS did not significantly affect its amounts in the soil.
The soil pH in H
2O after three years of
Miscanthus ×
giganteus cultivation was neutral, ranging from 6.8 to 7.0 (
Table 9). Organic materials did not significantly change its value, with SMS having deacidifying properties due to its composition. On the other hand, SS might have reduced the soil pH slightly [
13].
The content of available P in the soil after three years of research was the lowest in the control plot, with 115 mg 100 g
−1 of soil (
Table 9). The soil with SS and SMS applied on their own contained 128.0 and 127.0 mg P
2O
5, which were greater than in the control plot. On the other hand, the differences between the fertilized plots and the control were not significant. However, some authors have reported an increase in the content of available P forms in the soil in the first and subsequent years after the application of SS [
13]. Other studies have indicated slight changes despite the high content of P in this waste. According to many authors, it results from P precipitation by Fe and Al ions [
34].
The highest content of available K in the soil after the end of the three-year research was found in the control plot, with 44.2 mg of K
2O in 100 g
−1 of soil (
Table 9). However, its average content decreased significantly throughout the experiment to 36.6 mg 100 g
−1 of soil. The lowest amount of available K was recorded in the plot with SMS (27.2 mg 100 g
−1 of soil). According to Krzywy-Gawrońska [
42], compared to other composted organic materials, SS composts contain less available K, which is released during the decomposition of this waste. Hajduk [
43] found that, after the introduction of SS into the soil, the content of available K increased to a lesser extent due to its low content in this organic waste. The decreasing content of chemical elements in the soil treated with organic materials can be explained by the removal of nutrients with the biomass yield.
The highest content of available Mg (11.8 mg 100 g
−1 of soil) was recorded on plots with SS (
Table 9). The authors also noted a positive effect of SS on the content of available forms of P and K, which was observed by other researchers [
44]. The process of the mineralization of organic materials introduced into the soil depends on many factors, including the soil pH, temperature, moisture, microbiological activity, and nutrient content [
45].
After the third year of
Miscanthus ×
giganteus cultivation, the increased content of some heavy metals (Pb, Cr, Zn, and Ni) was observed in the soil treated with waste organic materials (
Table 3 (b),
Table 10). In the control plot soil, the content of these elements was the lowest. The largest amounts of Pb, Cr, and Zn were recorded in the soil treated with SS. The content of Ni increased the most in response to SS and SMS applied together, both containing equal doses of N (SS
50 + SMS
50). A twofold increase in soil Zn content after SS application was confirmed by Malinowska [
46]. The average content of heavy metals in the soil after the third year could be listed in a series of decreasing values (mg kg
−1): Zn (273.4) > Pb (58.95) > Cr (11.68) > Ni (8.50) > Cd (0.432). An increase in the content of most heavy metals after the application of SS was also reported by Kalembasa and Malinowska [
47]. The authors found decreased Cd content three years after SS application. Similar results were observed in the present research. The soil content of heavy metals after the third year was higher in response to SS than to SMS: for Cd, by 12.2%; for Pb, by 18.7%; for Cr, by 25.3%; for Zn, by 16.9%; and for Ni, by 14.7%. This resulted from the differences in the chemical composition of the organic waste materials.
After the third year, the content of heavy metals in the soil of the control plot in relation to the start of the experiment decreased for some elements by the following percentages: Cr, 10.5%; Zn, 4.68%; and Ni, 7.96%. These changes were affected by their bioaccumulation by plants and their removal from the soil together with the biomass yield. However, no difference was found in the Pb content. On the other hand, an almost twofold decrease in the Cd content in the soil was recorded on all experimental plots after three years of research.
All fertilizer combinations increased the content of Fe and Mn in the soil at the end of the third year of
Miscanthus ×
giganteus cultivation (
Table 10). The highest Fe concentration (10,500 mg kg
−1 DM of soil) was recorded after the combined application of SS and SMS (SS
75 + SMS
25), as well as Mn (223.2 mg kg
−1 DM of soil) after applying SS on its own. Data in the literature indicate increased content of Mn and Fe in soil treated with SS [
48]. The content of Mn and Fe was the lowest on the control plot (
Table 10).
The average Cl content in the soil after three years was 0.088 mg kg
−1 DM (
Table 10), with the highest value (0.099 mg kg
−1 DM) in the plot with SS and SMS applied together (SS
50 + SMS
50), both with the same nitrogen dose, and the lowest in the soil from the control plot (0.078 mg kg
−1 DM). The content of Cl did not significantly vary across the experimental plots. According to Kabata-Pendias and Pendias [
49], most Polish soils do not contain increased amounts of Cl, but regions with dry climates, coastal areas, and those close to communication routes are exposed to this element. Fertilizers with KCl, sometimes containing as much as 50% of Cl, increase its content in the soil. According to Burzała [
50], Cl constitutes only 0.101% of the dry mass of SS, with a similar amount (0.1%) in SMS.
Soil microorganisms contribute to harvest residue decomposition and mineralization, which determines the availability of nutrients to plants [
51,
52]. Bacteria and fungi affect the formation of humus, its sorption properties, and the amounts of soil organic components. They also participate in the formation of a lumpy soil structure. The content of bacteria and fungi depends on the soil physicochemical properties, organic matter content, and plant species and on the tillage of the soil and its treatment with mineral and organic fertilizers [
53]. The number of soil microorganisms also depends on the temperature, as well as on the climatic zone. Their largest number is seen at the humus level.
The data presented in
Table 11 indicate that, after three years, the number of microorganisms varied in response to the different combinations of organic materials. The treatment had a positive effect on the development of soil bacteria, actinomycetes, and fungi, compared to the control.
The highest density of bacteria and actinomycetes (270.55 × 10
7 CFU g
−1 DM of soil) was found in the soil treated with both SS and SMS in the combination of SS
25 + SMS
75, and the lowest (more than four times lower) was found in the soil from the control plot (60.08 × 10
7 CFU g
−1 DM of soil). The strongest effect on the total number of fungi was observed in the plot with SS and SMS applied together (51.16 × 10
4 CFU g
−1 DM of soil), both with equal amounts of N (SS
50 + SMS
50). The lower content of soil microorganisms after the application of SMS on its own compared to other fertilizer combinations (
Table 11) might have been due to the fact that the SMS had a narrow C:N ratio.
In a pot experiment, Fijałkowski and Kacprzak [
54] found that the number of soil fungi and actinomycetes increased after SS application. In a similar way, according to Wydro et al. [
55], SS in the form of granules contributed to an increase in the number of bacteria and actinomycetes, while the soil fungal content depended on the date of sampling.
One of the problems encountered when using SMS in agriculture is the possibility of the presence of disease-causing fungi, so its chemical composition and the content of unfavorable microorganisms should be tested. This is why it is subjected to thermal treatment [
17,
56]. According to Wlazło et al. [
56], thermal treatment reduces the total number of microorganisms from 1.7 × 10
7 CFU g
−1 before the disinfection process to 2.7 × 10
6 CFU g
−1 after treatment. Becher [
57] stated that properly stored and disinfected SMS maintained its sanitary safety, without the development of pathogens or fungi. In the present research, after three years of plant cultivation, the number of soil fungi in the plot with SMS applied on its own was the lowest among all combinations (excluding the control plot).
The soil quality also depends on the ratio of bacteria to fungi [
58]. The latter produce toxins and phytopathogenic substances, reducing the soil quality. On the other hand, they decompose organic matter, releasing mineral nutrients.
After three years of
Miscanthus ×
giganteus cultivation, the soil ratio of bacteria to fungi ranged from 2641 to 9969 (
Table 11), with high values indicating a limited number of fungi [
55]. If this ratio is high, the soil has good microbiological properties. A decrease in the ratio of bacterial to fungal content is not desirable [
58,
59].