2.1 Experimental site
This study was performed in the Qitai Wheat Test Station in Xinjiang (longitude 89°13′ to 91°22′ east, latitude 42°25′ to 45°29′N). The study site has a temperate continental climate, with a mean annual temperature of 5.5°C, a mean temperature in July of 22.6°C, a maximum temperature of 39°C, a mean temperature in January of -18.9°C. The average annual relative humidity is 60%, and the mean frost-free season is 153 days spanning from late April to early October. The area revealed an average of 269.4 mm of precipitation annually. The soil at the test site was of a sandy loam variety, with a soil organic matter content (0–20 cm) of 15.15 g/kg, a total nitrogen level of 0.93 g/kg, an available phosphorus level of 7.10 mg/kg, an available potassium level of 35.1mg/kg, and a pH of 8.2.
2.2 Experimental design
A total of 24 plots (35m2 each) were established in a completely randomized factorial design at the research station. Eight treatments were established: (1) control (without any fertilizers or biochar addition, CK), (2) nitrogen fertilizer application alone (300kg/hm2, N1), (3) biochar application alone (20t/hm2, B), (4) nitrogen fertilizer applied with biochar (BN1), (5) nitrogen fertilizer applied with 15% reduction (255kg/hm2, N2), (6) 15% reduction of nitrogen fertilizer + biochar (BN2), (7) nitrogen fertilizer applied with 30% reduction (210kg/hm2, N3), and (8) 30% reduction of nitrogen fertilizer + biochar (BN3), each treatment has three replicates. The nitrogen fertilizer was urea and the locally recommended rate was 300 kg N ha− 1(N1). Prior to sowing, appropriate amounts of biochar were scattered evenly by hand over the surface of the study plots one time at the start of the experimental period, after which a rotary cultivator was used to thoroughly mix the biochar with the 0–30 cm soil layer. No further biochar application was performed over the two-year study interval. Nitrogen fertilizer was applied a single time in the form of urea (46% pure nitrogen). Sowing was performed via strip sowing at a planting density of 4.5 million plants/hm2 with equal row spacing (20 cm). All other management practices were identical to those used for typical high-yield fields in the study site area.
The biochar was applied by Jinhefu Shenyang agricultural technology development corporation, China. The biochar was made from corn straw after heating at 450°C for 4h without oxygen. The biochar had a pH of 9.3, total nitrogen of 21.8 g/kg, available nitrogen of 5.4 mg/kg, available phosphorus of 200.9 mg/kg.
2.3 Soil Sampling
After wheat harvest in July, topsoil (30cm) samples were collected in each plot by randomly selecting five soil cores. Soils were immediately placed in a cooler until the end of the day when they were cooled to 4˚C until processing. Moist soil samples were subsampled for all analyses. Bulk density was calculated as dry mass per volume of the cylinder. No rocks were present in this soil, therefore total bulk density is presented. Soil pH was conducted on a 2:1 water:soil paste. Cation exchange capacity (CEC) was determined with ammonium acetate extract and base saturation was calculated as the sum of the cations20. Active carbon was determined with a field kit using the modified permanganate oxidizable C method21,22. Sample and standard absorbance was read on a Hach (Hach Company, Boulder, CO) colorimeter at 550 nm. In this method, the bleaching of the purple permanganate color is proportional to the amount of oxidizable C in the soil (i.e., the greater the color loss, the greater the amount of oxidizable C). The total soil organic carbon was measured as described by Jones and Willett23. Briefly, the soil sample was extracted with distilled water for 30 min (soil/water ratio of 1:5). Then, they were shaken at 230 rpm and centrifuged at 4000 rpm. The extracted fluid was filtered through a 0.45-µm filter for total organic C concentration analysis of the sample using a multi-N/C analyzer (Analytik Jena 3100, Germany).
2.4 Isolation and enumeration of fungi and bacteria
Bacterial colony forming units were determined by the drop plate method24. From the soil suspensions, we prepared three tenfold dilutions, and from each of these, five 10 µl drops were added to an agar plate (TSB, 3g l− 1). All Petri dishes were prepared in duplicate. After the drops on the agar were dry, the Petri plates were inverted and incubated at 15°C. Colonies were counted using a Leica MZ6 modular stereomicroscope after 36 and 48 h. The number of viable fungi was found by the plating method on wort agar with streptomycin 25,26.
2.5 Analysis of soil functional diversity
The functional diversity of the soil microbial community was determined using the BiologEco -plates27. Soil (2.0 g) was shaken with 18 ml of sterilized saline solution (0.87% NaCl, w/v) for 20min. A liquots of 150 µl of this suspension were supplied to each well in BIOLOG ECO-plates (Hayward, California USA). During incubation, the plates were kept at 15°C in darkness. The absorbance of each well at 590 nm was measured over an 8-day period (18, 44, 68, 89, 115, 138, 182, and 206h) using an EL808 plate reader (BioTek, EL 808).
2.6 Determination of soil carbon dioxide emission
Three polyvinyl chloride (PVC) collars (10 cm in diameter and 5 cm in height) were vertically inserted 5 cm deep into the soil surface between crop rows in each plot three days before the first measurement. The soil around the outside wall of each PVC collar was tightly compacted to prevent gas leakage. Soil CO2 emission from each PVC collar was measured weekly at 9:00–11:00 a.m. using a LI-8100 automated soil CO2 flux system (LI-COR Inc., Lincoln, NE, USA) for the wheat growth period. Soil temperature at 5cm depth was measured using stem thermometers near the collar during CO2 flux measurements.
Cumulative CO2 emissions were the sum of the daily fluxes during the wheat growth season. The daily fluxes of unmeasured days were calculated by multiplying the mean of CO2 fluxes of two adjacent measurement days with the corresponding period. The yield-scaled CO2 emissions were calculated as cumulative CO2 emissions/wheat yield28.
2.7 Calculations
The average well color development (AWCD value) of BiologEco-plates indicates the carbon source metabolism strength of microbia communities, which is an important index of soil microbial activity and function diversity.
$$\:AWCD=\sum\:(C-R)/31$$
1
In this formula, C refers to the absorbance value of each well of 31 well, R refers to the absorbance value of control well.
Diversity indexes. AWCD value reflects the overall activity of soil microorganism. The diversity index reflects the detailed microbial community species composition and the individuals distribution, and the different aspects of microbial functional diversity. Common indexes include Mclntosh index U, Simpson index D, Shannon richness H.
1. Mclntosh index is used to measure the homogeneity degree of the community
$$\:\text{U}=\sqrt{\sum\:{\text{n}}_{\text{i}}^{2}}$$
2
2. Simpson index \(\:\text{D}=1-\sum\:{p}_{\text{i}}^{2}\) reflects the most common species of the community, and was of ten used to assess the dominance degree of microbial community.
3. Shannon richness reflects the species richness. \(\:\text{H}=-\sum\:{p}_{\text{i}}\text{ln}p\) (3)
In this formula, P refers to the ratio of the relative absorbance value of i well and the total relative absorbance value of the whole wells.
2.8 Statistical analysis
All data collected was subjected to SPSS version 21.0 (SPSS Incorporated, USA) to statistical analysis and given as means ± standard error (SE) based on the triplicated field treatment. We used one-way ANOVA to examine differences of measured parameters among the treatments, with separation of means tested by the least significant difference method (LSD) at the 95% confidence level.