Biochar characterization
Observed by scanning electron microscope (SEM), the surface of biochar has abundant bumps and folds accompanied by a large number of pores. The biochar prepared at a final reaction temperature of 400°C has a large pore structure and a large specific surface area, which is conducive to improving soil permeability, soil permeability and water holding capacity. It is also a suitable place for microorganisms to attach and grow in the soil.
In a comparative test, biochar from the sterilized and experimental groups were removed and microorganisms on the biochar were observed using a body microscope. As shown in the Fig 1, it is clearly observed that the biochar had a significant microbial community in the experimental treatment, but not in the sterilized and control groups, which is consistent with the experimental results.
Effects of biochar on soil nitrogen leaching
Effects of biochar on ammonium nitrogen leaching from soil
We can see from Fig. 2a that the concentration of ammonium nitrogen in the soil drench solution was greatly influenced by the amount of biochar applied during the experimental period, the concentration of ammonium nitrogen in the soil drench solution decreased significantly with the application of biochar at the early stage of drenching, in which the concentration of ammonium nitrogen in the soil drench solution of the group without the application of biochar was 31.47 mg/L, which was significantly higher than that of the other treatments with the application of biochar. As the leaching time increased, the ammonium nitrogen concentration in the soil solution decreased rapidly from 10 d to 30 d, and then basically reaching a stable state. On day 10, the ammonium nitrogen concentrations in treatment of 0.1% biochar prepared at 300°C, 400°C and 500°C were 5.62 mg/L, 5.44 mg/L and 6.89 mg/L, which were 82.14%, 82.71% and 78.11% lower than those in the control group respectively. In the group with addition, the ammonium nitrogen concentrations in treatment 1% biochar of 300°C, 400°C and 500°C were 5.07 mg/L, 4.44 mg/L and 5.97 mg/L, which were 83.89%, 85.89% and 81.03% lower than the control treatment respectively. The concentration of ammonium nitrogen gradually decreased with adding biochar. The concentration of ammonium nitrogen in the treatment of biochar prepared at 400°C was lower than that at 300°C and 500°C, where FA < TA < KA, which may be due to the significant correlation between the adsorption amount of corn straw biochar and the surface functional group carboxyl group and lactone group. There was a very strong negative correlation between the adsorption amount and lactone group, i.e. the adsorption amount decreased with the increase of lactone group content, while the biomass char prepared at 400°C had the lowest lactone group content so the best adsorption effect was achieved at 400°C.
Effects of biochar application on the amount of accumulated ammonium nitrogen leaching in soil leaching solution
As can be seen from Fig. 2b, the cumulative ammonium nitrogen leached from the soil increased slowly with time in all treatments, with the FD treatment showing the slowest increase and the lowest final accumulation, while the control treatment showed the fastest increase and the highest final accumulation. In the control treatment, the final cumulative loss of ammonium nitrogen was 12.45 mg. In the 0.1% biochar addition treatment, the cumulative loss of ammonium nitrogen at 300°C, 400°C and 500°C was 75.90%, 77.35% and 70.44% less than the control treatment, respectively. In the 1% biochar addition treatment, the cumulative ammonium nitrogen leaching at 300°C, 400°C and 500°C was 78.39%, 78.96% and 76.31% lower than the control treatment, respectively. The cumulative loss of ammonium nitrogen decreased gradually with the increase of biochar application. Biomass charcoal application affected the leaching and translocation of nitrogen from the soil.(Ren et al. 2021), The soil column leaching experiment revealed that biomass charcoal application reduced the leaching of ammonium nitrogen from the soil, and for 400°C biochar addition of two percent could reduce the leaching of ammonium nitrogen by 80.08%, which was the best effect. As the amount of biomass charcoal used increased, the adsorption of ammonium nitrogen became more effective and the amount of ammonium nitrogen in the leachate solution was reduced, with the adsorption of biomass charcoal being more effective than nitrate nitrogen for high concentrations of ammonium nitrogen.
Effects of biochar on nitrate-nitrogen nitrogen concentration in soil leaching solution
Unlike the situation of ammonium nitrogen leaching, the nitrate-nitrogen concentration in the soil leaching solution of some of the biochar-applied groups was higher than that of the control group at the beginning of experiment (Fig. 2c), while some of the other treatments were lower than the control group, indicating that nitrification was still weak in some of the treatments at the beginning, and the nitrate-nitrogen produced was sequestered by sorption. At the highest concentration of 40 d, the nitrate-nitrogen concentrations in the treatments of biochar prepared at 300°C, 400°C and 500°C were all 1% > 0.1%, TC > TA, FC > FA, KC > KA, and overall, the nitrate-nitrogen concentrations in the soil drench solutions of the biochar application treatments were higher than those of the control treatment as time progressed, and showed an overall trend of increasing and then decreasing. This may be related to the migration characteristics of nitrate ions in the soil, as nitrate is negatively charged and the soil colloidal particles are also negatively charged, so nitrate ions are not easily adsorbed by the soil colloids and will run off with the leachate. Urea in the soil is gradually converted to nitrate nitrogen by soil enzymes and nitrifying bacteria, with the initial nitrification rate being low and then gradually accelerating. Throughout the leaching process, the concentration of nitrate-nitrogen increased and then decreased. As the leaching volume increased, the nitrate in the soil was gradually lost with the rainfall, while in the later stages of leaching, as the nitrogen source has been consumed in large quantities, nitrification is weakened and less nitrate is converted, so the nitrate in the leachate is low.
The nitrate-nitrogen content of the soil leachate increased when adding biochar. The addition of biochar in moderate amounts can increase the nitrate-nitrogen concentration in the soil due to the increased permeability of the soil after the application of biochar and the increased rate of nitrification of the nitrogen reaction in the soil due to the fixation of ammonium nitrogen by biochar.
Effects of biochar application on the amount of accumulated nitrate-nitrogen leaching in soil leaching solution
We can see from Fig. 2d, the total amount of nitrate-nitrogen gradually increased as the leaching time increased, but the growth rate showed a tendency to increase and then decrease. The effect of applying different biomass charcoal on the cumulative nitrate-nitrogen leaching was also different, with the control treatment leaching 16.25 mg, all experimental treatments were higher than the control group. In the 400°C biochar treatment, as the amount of biochar applied increased, the cumulative loss of nitrate-nitrogen was 24.72 mg, 25.54 mg, 28.98 mg and 18.39 mg for 0.1%, 0.5%, 1% and 2% of biochar applied, respectively, with a trend of increasing and then decreasing nitrate-nitrogen accumulation. This may be due to the fact that nitrification had already reached its maximum in the FC treatment and the continuing addition of biochar could not promote nitrification, while the excessive addition of biochar played a role in adsorption. In 300℃ biochar treatment, with the 0.1% and 1% of biochar application, the cumulative loss of nitrate-nitrogen was 18.25 mg and 23.30 mg, respectively, and the accumulation of nitrate-nitrogen showed an increasing trend. In the 500°C biochar treatment, with the 0.1% and 1% of biochar application, the cumulative nitrate-nitrogen loss was 26.14 mg and 30.31 mg, respectively, with an increasing trend of nitrate-nitrogen accumulation. The surface of the biochar was loose and porous(Tan and Yuan 2017), and a large amount of ammonium nitrogen was adsorbed on the surface of the biochar at the beginning of the leaching experiment(Yang et al. 2015). With the time extension, a large number of nitrifying bacteria multiplied and enriched in this part to gradually convert ammonium nitrogen into nitrate nitrogen. For 300°C and 500°C biochar, nitrate-nitrogen tended to increase as the amount of biochar applied increased, while 400°C biochar showed a trend of increasing and then decreasing nitrate-nitrogen. The addition of excess biochar significantly reduced the soil capacity and also adsorbed a significant amount of the nitrate-nitrogen produced, thus reducing the amount of nitrate-nitrogen leached. Overall, nitrate-nitrogen leaching increased and then decreased after the application of biochar, and peaked at 40 days. The slow release of nitrate-nitrogen compared to the control group also contributed to the uptake and use of nitrogen by the plants, resulting in improved nitrogen use efficiency.
Effects of biochar application on total nitrogen concentration in soil leaching solution
As shown in Fig. 2c, the total nitrogen concentration in the drench solution showed general patterns of increasing, then decreasing. The lowest total nitrogen concentration in the control treatment was 5.32 mg/L on 60 d. The rest of the experimental treatments were significantly higher than the control treatment, indicating that the application of biochar to alkaline, nitrogen-supplying soils significantly increased the total nitrogen concentration in their drench solutions.
Effects of biochar on cumulative total nitrogen leaching in soil leaching solution
The total nitrogen in the leaching solution was the sum of organic and inorganic nitrogen in the aqueous solution. As shown in Fig. 2f, that as the dripping time increased, the amount of total nitrogen leached from the experimental groups gradually increased. For the control group the total nitrogen loss was 127.94 mg, for the 300°C and 400°C biochar treatments the total nitrogen accumulation increased as the amount of biochar applied increased, while for the 500°C biochar treatment the total nitrogen accumulation decreased as the amount of biochar applied increased. This is due to the low charring temperature and high organic matter content of the biochar, and the high concentration of organic nitrogen in the biochar resulting in a high total nitrogen content in the leachate. At higher carbonization temperatures (500°C-700°C), the biochar contains more stable PAH structures and therefore has better sorption properties, which may lead to higher total N leaching from the low temperature biochar soil. Whereas the opposite was true for the predominance of sorption at higher temperatures(Sun et al. 2021). Biochar (500°C) was effective in reducing total nitrogen leaching and was the most effective, whereas for low temperature biochar at 300°C and 400°C, total nitrogen leaching was less than the control treatment for small additions and gradually increased with the addition of more biochar.
Analysis of sterilization experiment
Control treatment was carried out on disinfected and virgin soils under the condition of added nitrogen sources. The results showed that in the first two cycles of the trial, the concentrations of ammonium nitrogen leachate in the sterilized soil were 98.89 mg/L and 21.86 mg/L, respectively, while the concentrations of ammonium nitrogen leachate in the original soil were 21.34 mg/L and 1.14 mg/L, respectively. In the first two cycles of the trial, the concentrations of nitrate leachate in the sterilized soil were 16.17 mg/L and 2.42 mg/L, respectively, while the concentrations of nitrate leachate in the original soil were 23.06 mg/L and 221.45 mg/L respectively. In the control treatment without the addition of carbon and nitrogen sources, the concentrations of ammonium nitrogen drench solution were 0.31 mg/L and 0.76 mg/L and nitrate nitrogen drench solution concentrations were 5.28 mg/L and 11.47 mg/L, respectively. In the first two cycles, the concentrations of ammonium nitrogen in the soil drench were 3.63 and 18.18 times higher than those in the original soil, while the concentrations of nitrate nitrogen were 1.42 and 90.51 times higher than those in the original soil, respectively.
Effects of biochar application on EC value and pH of soil leaching solution
As shown in Fig. 3a, the conductivity of the drench solution tended to decreased as the drenching time increases. The slope of the conductivity curve of the drench solution decreased the most from the beginning of the drenching to the day 30, after which the slope of the decrease gradually decreases, which was reflected in the rapid decrease of the conductivity of the drench solution at the beginning, while the rate of decrease gradually slows down afterwards. The raw material used for this experiment was maize straw, which is rich in nutrients and minerals, and after charring the ions of minerals such as K, Ca and Na were retained in the biochar. On the 10th day, the soil leachate added with 2% biochar at 400℃ has the highest electrical conductivity of 3244μs/cm, and the electrical conductivity of control treatment was 2160μs/cm. The surface riching in ions and the application of a certain amount of biochar to the soil can increase the soluble state salinity. This trend became less pronounced as the application of biochar increased the void fraction of the soil and reduced the soil bulk density, but eventually the conductivity of the soil drench was higher than the 251μs/cm of the control treatment.
The application of biochar not only significantly increased the pH of the soil leachate, but also had a significant effect on the pH of the soil, although the exact effect varied. In this experiment, the application of biochar also facilitated nitrification as the nitrogen source was provided and nitrification was active in the soil, and at the same time the nitrification reaction reduced the pH of the soil. The pH of the soil leachate gradually stabilized as the leaching time increased (Fig. 3b), on day 60, the pH of all treatments was higher than that of the control treatment (8.48), which was caused by the higher pH of the biochar than the soil. The surface of the biochar riching in nutrients and its short-term application to the soil can significantly increase the salinity of the soil, which helps plant growth and development(Song et al. 2019). The significant change of pH at the beginning of the application of biochar on the basis of the nitrogen source was due to the alkaline nature of the biochar itself, but the nitrification that occurred during the experiment reduced the soil pH As the duration of the leaching experiment increased, the pH levels levelled off and eventually all treatments had a higher pH than the control treatment due to the alkaline nature of the biochar, which in the long run will increase the pH of the soil when applied to the soil.
The abundance and diversity of bacteria and fungi in soil
Table 1 Analysis of bacterial and fungal abundance and diversity
Sample ID
|
OTUs
|
ACE index
|
Chao1 index
|
Shannon index
|
Coverage index
|
B1
|
1237
|
1367.18
|
1388.23
|
7.90
|
0.9965
|
B2
|
1360
|
1394.05
|
1399.64
|
9.04
|
0.9988
|
F1
|
476
|
1069.53
|
656.17
|
6.55
|
0.9994
|
F2
|
399
|
1832.13
|
931.0
|
7.65
|
0.9993
|
It can be seen from the Table 1 that the Coverage index in the samples all reached above 0.980. The OTUs in the 1% biochar treatment were higher than those in the control treatment, with an increase of 9.94%. The Shannon index of the experimental treatment was 1.14 units higher than that of the control treatment. Meanwhile, the Chao index of the experimental treatment was 11.41 units higher than that of the control treatment, and the ACE index and Chao index were consistent in their patterns. The results indicate that applying biochar to the soil would significantly increase the diversity of bacterial microorganisms, as well as increase the abundance of bacterial microbial communities.
As can be seen from the Table1, the Coverage Index in the samples all reached above 0.999. The OTUs in the F2 applied 1% biochar treatment were lower than those in the control treatment, with a decrease of 16.18. The Shannon index of the experimental group was 1.10 units higher than that of the control group. Meanwhile, the Chao index of the experimental group was 274.83 units higher than that of the control treatment, and the ACE index and Chao index were in agreement with each other.
Community composition of bacteria and fungi in soil
Table 2 Bacterial and fungal community composition.
Sample
|
Kindom
|
Phylum
|
Class
|
Order
|
Family
|
Genus
|
B1
|
1
|
24
|
70
|
167
|
295
|
502
|
B2
|
1
|
30
|
83
|
185
|
312
|
506
|
F1
|
1
|
9
|
24
|
59
|
100
|
163
|
F2
|
1
|
7
|
17
|
46
|
95
|
140
|
According to the results of the OUT division and taxonomic status identification, the specific composition of microorganisms in soil at each taxonomic level is as follows (Table2). The experimental group had the highest level of microbial communities at all taxonomic levels, with the phylum, order, family and genus levels containing more microorganisms than the control group.
According to the OUT division and taxonomic status identification results, the specific composition of microorganisms in the soil at each taxonomic level is as follows (Table2), the experimental treatment is at the lowest level of microbial communities at each taxonomic level, where the microorganisms contained at the phylum, order, family and genus levels are lower than those of the control group.
Effects of biochar application on bacterial and fungal community structure in soil
As can be seen from Fig. 4a, there are 11 groups in the horizontal bacterial community of phylum, and the relative abundance of bacteria in the control group and the experimental group are as follows: Proteobacteria (40.56%, 31.65%), Actinobacteria (22.43%, 8.95%), Acidobacteria (5.91%, 19.52%), Gemmatimonadetes (5.78%, 10.88%) and Bacteroidetes (5.78%, 10.88%) Idetes (6.86%, 7.85%), Chloroflexi (3.64%, 8.72%), Firmicutes (8.21%, 1.16%), Patescibacteria (1.98%, 3.13%), Planctomycetes (1.49%, 1.32%), Nitrospirae (0.30%, 2.32%) and Others (2.85%, 4.52%). The relative abundance of Acidobacteria, Blastomonas, Bacteroidetes, Chlorobacteria, patella and Nitrohelicobacteria in the experimental treatment was higher than that in the control treatment, increasing by 13.61%, 5.10%, 0.99%, 5.08%, 1.15%, 2.02%, respectively. However, the relative abundance of Proteobacteria, Actinobacteria, Firmicutes and Lycophyta in the experimental treatment was lower than that in the control treatment, and the reduction rates were 8.91%, 13.48%, 7.05% and 0.17%, respectively. The increase in the abundance of Helicobacter nitrophilus phylum indicated that the application of biochar helped the reproduction of nitrifying bacteria and promoted the occurrence of nitrification reactions. It was also shown that the entry of biochar into the soil under the provision of a nitrogen source affected the horizontal community structure of the bacterial phylum, but there were differences in the effects produced on various bacteria, indicating that different bacteria differed in their adaptation to the soil after the application of biochar.
It can be seen from Fig. 4b that there are 10 groups of fungal community at the level of phylum, and the relative abundance of bacteria in the control treatment and the experimental treatment are as follows: Ascomycota (80.34%, 67.88%), Basidiomycota (10.46%, 19.63%), Mortierellomycota (1.58%, 3.07%), Chytridiomycota (0.79%,1.31%), Rozellomycota (0.42%, 0.75%), Globulomycota (0.31%, 0.66%), Mucoromycota (0.24%, 0.50%), Olpidiomycota (0.18%, 0%), Blastocladiomycota (0.06%, 0%), Unclassified (0.56%, 0.62%). The relative abundance of Basidiomycota, Mortierellomycota, Chytridiomycota, Rozellomycota, Globulomycota and Mucoromycota was higher than that of the control treatment, with increases of 9.17%, 1.49%, 0.52%, 0.33%, 0.35% and 0.26%, while the relative abundance of Ascomycota, Olpidiomycota and Blastocladiomycota was lower than that of the control treatment, with decreases of 12.46%, 0.18% and 0.06%. The results indicated that biochar entering the soil under the provision of nitrogen source would affect the horizontal community structure of the fungal phylum, but there were differences in the effects produced by various fungi, indicating that different fungi differed in their adaptation to the soil after biochar application.
The application of biochar to the soil significantly increases the diversity of bacterial microorganisms and enhances the abundance of bacterial microbial communities(Hua et al. 2021), this effect is not significant for fungi. The relative abundance of Acidobacteria, which degrade plant residues, participate in iron cycling, have photosynthetic capacity and are involved in the metabolism of nitrogen and carbon compounds, was elevated(Jiang et al. 2015). The relative abundance of the Bacillus phylum and the Green Curvilinear phylum was also slightly elevated, with Bacillus having functions such as strong moisturising properties, good decomposition of organic matter, production of abundant metabolites, bacterial inhibition, pest control and deodorisation. Green bacterium can fix CO2, oxidise CO, oxidise CH4 and degrade cellulose, etc. It also participates in the second part of nitrification, i.e. the oxidation of NO2-, and it also has some oxidation ability for S element. The adsorption of ammonia nitrogen by the biomass charcoal led to changes in the structure of the surrounding bacterial flora, and a higher abundance of bacteria from the Helicobacter nitrification family was detected than in the control group, with the nitrifying bacteria gradually oxidising ammonia nitrogen to nitrate nitrogen(Su et al. 2019). Meanwhile, the application of biochar reduced the soil bulk density and improved the soil water retention rate, which was conducive to the absorption and utilization of nitrate nitrogen by plants(Maienza et al. 2017). In conclusion, the application of biomass charcoal to the soil can improve the physical and chemical properties of the soil and improve the quality of the soil, affect the transformation of soil nitrogen and help plants absorb and utilize it, while increasing the abundance of microbial communities in the long term and promoting the long-term improvement of the soil by microorganisms.
Applied biochar soil bacterial biological function prediction
Gene function prediction based on KEGG and COG revealed that biochar-applied soil microorganisms accounted for the highest percentage of metabolic functions in the first pathway at 41.53%. Among the metabolic functions of the second pathway, amino acid transport and metabolism were the strongest, followed by energy conversion and production, carbohydrate transport and metabolism, coenzyme transport and metabolism, lipid transport and metabolism, and nucleotide transport and metabolism, respectively. The abundance on the functions of energy conversion and production, transport and metabolism of amino acids, transport and metabolism of nucleotides, and transport and metabolism of coenzymes was significantly (p < 0.01) higher than that of the control treatment, while the abundance on the functions of transport and metabolism of carbohydrates, transport and metabolism of lipids, transport and metabolism of inorganic ions, and metabolism of secondary metabolites was significantly (p < 0.01) lower than that of the control treatment.