Consecutive Application of Biogas Slurry Improved the Cumulative Nitrogen Use Efficiency by Regulating the Soil Carbon Pool
Abstract
1. Introduction
2. Results and Analysis
2.1. Effects of the Consecutive Partial Substitution of Chemical Nitrogen Fertilizer with Biogas Slurry on Wheat Yield and Its Components
2.2. Effects of Consecutive Partial Substitution of Chemical Nitrogen Fertilizer with Biogas Slurry on Wheat Cumulative Nitrogen Use Efficiency
2.3. Effects of Consecutive Partial Substitution of Chemical Nitrogen Fertilizer with Biogas Slurry on Wheat Quality and Heavy Metal Element Content
2.4. Effects of Consecutive Partial Substitution of Chemical Nitrogen Fertilizer with Biogas Slurry on Soil Quality
2.5. Effects of Consecutive Partial Substitution of Chemical Nitrogen Fertilizer with Biogas Slurry on Soil CPMI and the Contents of Soil Organic Carbon and Its Active Portion
2.6. Correlation of Soil CPMI with Yield, Quality, and Cumulative Nitrogen Use Efficiency in Wheat and Soil Fertility
3. Discussion
3.1. Effect of Substituting Chemical Nitrogen Fertilizer with Biogas Slurry on Wheat Yield, Quality, and Cumulative Nitrogen Use Efficiency
3.2. Effects of Substituting Chemical Fertilizer with Biogas Slurry on the Soil Physicochemical Properties and Heavy Metal Elements
3.3. Effects of Substituting Chemical Nitrogen Fertilizer with Biogas Slurry on the Contents of Soil Organic Carbon and Its Active Portion and Carbon Pool Management Properties
4. Materials and Methods
4.1. Experimental Field
4.2. Experimental Design
4.3. Determinations and Methods
4.3.1. Sampling and Determinations
4.3.2. Calculation of Indicators
4.4. Data Analysis
5. Conclusions
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
References
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| Year | Treatment | Plant Height (cm) | Thousand Grain Weight (g) | Kernels Per Ear |
|---|---|---|---|---|
| 2023 | CK | 71.21 ± 3.34 b | 39.44 ± 0.82 b | 36.33 ± 2.65 c |
| CN | 72.24 ± 3.75 b | 40.50 ± 1.69 b | 43.44 ± 3.91 ab | |
| ON | 70.71 ± 0.91 b | 43.30 ± 0.76 a | 43.56 ± 0.69 ab | |
| ONL15% | 72.86 ± 3.53 b | 40.49 ± 0.77 b | 46.44 ± 0.84 a | |
| ONL30% | 66.66 ± 3.68 b | 40.20 ± 1.09 b | 39.22 ± 3.34 bc | |
| ONL50% | 79.32 ± 3.45 a | 41.02 ± 1.10 b | 44.89 ± 3.86 a | |
| 2024 | CK | 63.61 ± 0.35 c | 39.09 ± 0.56 d | 35.78 ± 3.10 b |
| CN | 71.06 ± 0.79 b | 40.03 ± 0.51 cd | 41.33 ± 2.33 ab | |
| ON | 70.22 ± 0.92 b | 42.69 ± 1.24 ab | 43.67 ± 5.17 ab | |
| ONL15% | 74.5 ± 3.24 b | 40.81 ± 0.25 c | 47.78 ± 2.04 a | |
| ONL30% | 72.61 ± 3.25 b | 43.62 ± 1.18 a | 46.56 ± 1.95 a | |
| ONL50% | 79.11 ± 1.9 a | 41.38 ± 0.01 bc | 46.78 ± 0.84 a |
| Year | Treatment | Pb (mg·kg−1) | Cd (mg·kg−1) | Hg (mg·kg−1) | As (mg·kg−1) | Ni (mg·kg−1) | Cr (mg·kg−1) | Cu (mg·kg−1) | Zn (mg·kg−1) |
|---|---|---|---|---|---|---|---|---|---|
| 2023 | CK | ND | 0.04 ± 0.00 a | ND | 0.01 ± 0.01 a | ND | 0.01 ± 0.02 a | 3.56 ± 0.34 a | 21.90 ± 3.29 c |
| CN | ND | 0.04 ± 0.01 a | ND | 0.01 ± 0.01 a | ND | ND | 3.76 ± 0.56 a | 30.00 ± 2.36 ab | |
| ON | ND | 0.04 ± 0.00 a | ND | 0.00 ± 0.01 a | ND | 0.01 ± 0.02 a | 4.18 ± 0.28 a | 31.67 ± 1.70 a | |
| ONL15% | ND | 0.04 ± 0.00 a | ND | 0.01 ± 0.01 a | ND | ND | 3.85 ± 0.23 a | 28.20 ± 2.29 ab | |
| ONL30% | ND | 0.05 ± 0.00 a | ND | 0.01 ± 0.01 a | ND | 0.06 ± 0.07 a | 3.69 ± 0.24 a | 26.37 ± 2.00 bc | |
| ONL50% | ND | 0.05 ± 0.00 a | ND | 0.01 ± 0.01 a | ND | ND | 3.75 ± 0.54 a | 27.20 ± 3.84 ab | |
| 2024 | CK | ND | 0.04 ± 0.01 a | ND | 0.00 ± 0.01 c | ND | 0.33 ± 0.08 a | 3.30 ± 0.10 d | 21.90 ± 3.29 d |
| CN | ND | 0.04 ± 0.01 a | ND | 0.02 ± 0.01 ab | ND | ND | 3.80 ± 0.10 c | 31.50 ± 0.44 c | |
| ON | ND | 0.04 ± 0.00 a | ND | 0.01 ± 0.00 bc | ND | 0.31 ± 0.06 a | 3.73 ± 0.06 c | 30.17 ± 3.01 bc | |
| ONL15% | 0.06 ± 0.02 b | 0.05 ± 0.01 a | 0.01 ± 0.01 a | 0.02 ± 0.01 ab | ND | ND | 4.10 ± 0.10 b | 28.20 ± 2.29 ab | |
| ONL30% | 0.07 ± 0.00 b | 0.05 ± 0.00 a | 0.01 ± 0.01 a | 0.02 ± 0.01 ab | ND | 0.35 ± 0.10 a | 4.14 ± 0.05 b | 26.37 ± 2.00 a | |
| ONL50% | 0.10 ± 0.00 a | 0.05 ± 0.00 a | 0.01 ± 0.00 a | 0.03 ± 0.01 a | ND | ND | 4.51 ± 0.29 a | 27.20 ± 3.84 ab | |
| Limit value (GB 2762-2022) | 0.20 | 0.10 | 0.02 | 0.50 | 1.00 | 1.0 | / | / | |
| Year | Treatment | pH | Bulk Density (g·cm−3) | Total Nitrogen (g·kg−1) | Available Phosphorus (mg·kg−1) | Available Potassium (mg·kg−1) |
|---|---|---|---|---|---|---|
| 2023 | CK | 6.11 ± 0.42 a | 1.21 ± 0.07 a | 1.42 ± 0.18 a | 24.47 ± 2.55 a | 261.00 ± 55.49 a |
| CN | 5.63 ± 0.09 ab | 1.20 ± 0.08 a | 1.39 ± 0.16 a | 40.27 ± 21.04 a | 290.67 ± 101.04 a | |
| ON | 5.59 ± 0.12 b | 1.07 ± 0.07 a | 1.48 ± 0.14 a | 36.83 ± 13.05 a | 296.33 ± 55.05 a | |
| ONL15% | 5.65 ± 0.27 ab | 1.17 ± 0.12 a | 1.38 ± 0.18 a | 44.07 ± 10.66 a | 261.33 ± 23.03 a | |
| ONL30% | 5.88 ± 0.41 ab | 1.14 ± 0.13 a | 1.44 ± 0.14 a | 42.27 ± 11.54 a | 295.67 ± 61.98 a | |
| ONL50% | 5.79 ± 0.36 ab | 1.18 ± 0.11 a | 1.36 ± 0.04 a | 43.50 ± 22.13 a | 273.00 ± 75.36 a | |
| 2024 | CK | 6.09 ± 0.10 a | 1.22 ± 0.04 a | 1.33 ± 0.05 c | 24.50 ± 0.10 c | 250.67 ± 6.42 c |
| CN | 5.61 ± 0.23 b | 1.22 ± 0.01 a | 1.37 ± 0.04 bc | 39.36 ± 0.57 b | 289.47 ± 10.44 b | |
| ON | 5.58 ± 0.12 b | 1.15 ± 0.06 ab | 1.41 ± 0.01 b | 35.76 ± 0.94 b | 286.75 ± 9.80 b | |
| ONL15% | 6.07 ± 0.07 a | 1.14 ± 0.06 ab | 1.41 ± 0.02 b | 44.34 ± 2.89 a | 296.93 ± 4.82 b | |
| ONL30% | 6.10 ± 0.18 a | 1.13 ± 0.07 ab | 1.49 ± 0.02 a | 43.29 ± 3.14 a | 316.87 ± 1.62 a | |
| ONL50% | 6.19 ± 0.03 a | 1.11 ± 0.02 b | 1.42 ± 0.06 ab | 45.12 ± 2.80 a | 318.40 ± 5.54 a |
| Year | Treatment | Cd (mg·kg−1) | Hg (mg·kg−1) | As (mg·kg−1) | Pb (mg·kg−1) | Cr (mg·kg−1) | Cu (mg·kg−1) | Ni (mg·kg−1) | Zn (mg·kg−1) |
|---|---|---|---|---|---|---|---|---|---|
| 2023 | CK | 0.10 ± 0.00 a | 0.07 ± 0.01 b | 5.92 ± 1.32 a | 23.00 ± 2.00 a | 33.67 ± 1.53 a | 16.67 ± 1.53 a | 19.33 ± 1.15 c | 47.00 ± 2.65 a |
| CN | 0.09 ± 0.01 a | 0.07 ± 0.00 b | 6.69 ± 0.86 a | 23.00 ± 3.00 a | 35.00 ± 6.24 a | 15.67 ± 1.53 a | 20.33 ± 3.06 ab | 48.33 ± 1.15 a | |
| ON | 0.09 ± 0.01 a | 0.07 ± 0.00 b | 6.17 ± 0.08 a | 20.00 ± 2.65 a | 39.00 ± 4.36 a | 15.67 ± 0.58 a | 19.33 ± 0.58 ab | 46.67 ± 0.58 a | |
| ONL15% | 0.10 ± 0.02a | 0.11 ± 0.05 a | 5.72 ± 0.89 a | 20.00 ± 2.00 a | 40.00 ± 2.00 a | 15.67 ± 0.58 a | 17.33 ± 1.15 b | 47.33 ± 2.08 a | |
| ONL30% | 0.10 ± 0.01 a | 0.08 ± 0.00 b | 5.81 ± 0.91 a | 22.33 ± 2.08 a | 40.00 ± 2.00 a | 17.00 ± 1.00 a | 20.00 ± 1.00 ab | 50.00 ± 1.73 a | |
| ONL50% | 0.09 ± 0.01 a | 0.07 ± 0.01 b | 6.02 ± 0.58 a | 21.67 ± 3.06 a | 34.67 ± 7.09 a | 15.33 ± 0.58 a | 18.67 ± 0.58 ab | 49.00 ± 2.65 a | |
| 2024 | CK | 0.04 ± 0.01 b | 0.09 ± 0.07 b | 7.50 ± 0.47 d | 19.67 ± 1.53 b | 35.00 ± 3.61 b | 15.34 ± 0.42 c | 24.00 ± 1.00 c | 57.00 ± 6.24 b |
| CN | 0.04 ± 0.00 bc | 0.10 ± 0.07 b | 7.62 ± 0.55 c | 17.67 ± 0.58 ab | 39.33 ± 4.16 ab | 15.23 ± 0.54 ab | 21.67 ± 2.08 ab | 55.00 ± 2.65 b | |
| ON | 0.04 ± 0.01 c | 0.05 ± 0.00 b | 7.75 ± 0.43 cd | 18.33 ± 0.58 ab | 41.33 ± 4.04 b | 14.83 ± 1.11 bc | 22.00 ± 1.73 bc | 58.00 ± 4.36 b | |
| ONL15% | 0.04 ± 0.01 a | 0.05 ± 0.01 a | 7.51 ± 0.28 b | 17.67 ± 2.08 ab | 38.67 ± 4.93 a | 13.95 ± 1.02 abc | 22.67 ± 2.08 ab | 62.33 ± 2.52 a | |
| ONL30% | 0.04 ± 0.00 a | 0.05 ± 0.01 a | 7.74 ± 0.49 a | 20.67 ± 1.53 ab | 39.00 ± 5.20 a | 15.05 ± 0.64 a | 22.67 ± 0.58 a | 59.67 ± 2.31 a | |
| ONL50% | 0.05 ± 0.01 a | 0.05 ± 0.01 a | 7.75 ± 0.67 a | 20.33 ± 2.08 a | 40.00 ± 5.29 a | 14.83 ± 1.53 ab | 22.00 ± 1.00 a | 57.00 ± 4.58 |
| Year | Treatment | SOC (g·kg−1) | DOC (mg·kg−1) | ROC (g·kg−1) | POC (g·kg−1) | CPMI |
|---|---|---|---|---|---|---|
| 2023 | CK | 14.42 ± 1.29 a | 28.27 ± 0.52 d | 3.36 ± 0.13 c | 4.23 ± 1.06 a | 98.34 ± 7.63 c |
| CN | 13.73 ± 0.92 a | 32.50 ± 2.70 c | 3.50 ± 0.09 c | 4.42 ± 2.43 a | 105.10 ± 2.23 c | |
| ON | 14.68 ± 0.64 a | 31.62 ± 0.59 cd | 3.46 ± 0.07 c | 4.38 ± 0.60 a | 101.46 ± 2.01 c | |
| ONL15% | 13.13 ± 0.91 a | 35.22 ± 2.99 bc | 4.02 ± 0.07 a | 5.00 ± 2.74 a | 129.55 ± 1.38 b | |
| ONL30% | 14.66 ± 1.04 a | 38.02 ± 2.54 ab | 4.56 ± 0.13 a | 5.08 ± 1.16 a | 148.66 ± 8.95 a | |
| ONL50% | 13.71 ± 0.60 a | 41.29 ± 1.56 a | 4.23 ± 0.25 a | 4.41 ± 1.41 a | 137.62 ± 14.36 b | |
| 2024 | CK | 12.93 ± 0.03 c | 11.43 ± 0.82 c | 3.87 ± 0.17 c | 3.91 ± 0.12 d | 99.28 ± 4.76 d |
| CN | 14.42 ± 0.75 ab | 12.33 ± 0.59 c | 3.91 ± 0.07 c | 4.30 ± 0.32 cd | 96.25 ± 1.95 d | |
| ON | 14.42 ± 0.75 ab | 14.43 ± 0.40 ab | 3.89 ± 0.06 c | 4.62 ± 0.23 bc | 93.59 ± 1.00 d | |
| ONL15% | 13.94 ± 0.90 ab | 14.96 ± 0.62 a | 4.52 ± 0.19 b | 5.38 ± 0.39 a | 117.62 ± 3.83 c | |
| ONL30% | 14.83 ± 0.20 ab | 15.45 ± 0.46 a | 5.11 ± 0.10 a | 4.85 ± 0.29 b | 137.08 ± 4.87 a | |
| ONL50% | 14.20 ± 0.39 a | 13.81 ± 0.33 b | 4.72 ± 0.07 b | 4.89 ± 0.06 b | 124.49 ± 4.15 b |
| Year | Treatment | Organic Fertilizer (kg·ha−1) | Fertilizer (kg·ha−1) | Converted to Pure Nutrients (kg·ha−1) | ||||
|---|---|---|---|---|---|---|---|---|
| Biogas Slurry | Urea | Superphosphate | Potassium Chloride | N | P | K | ||
| 2023 | CK | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| CN | 0.00 | 284.63 | 238.76 | 120.06 | 220.00 | 45.15 | 49.80 | |
| ON | 0.00 | 258.75 | 227.39 | 120.06 | 200.00 | 43.00 | 49.80 | |
| ONL15% | 91.23 | 194.06 | 209.82 | 91.69 | 200.00 | 43.00 | 49.80 | |
| ONL30% | 182.46 | 129.38 | 192.25 | 63.33 | 200.00 | 43.00 | 49.80 | |
| ONL50% | 304.10 | 43.12 | 168.82 | 25.51 | 200.00 | 43.00 | 49.80 | |
| 2024 | CK | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| CN | 0.00 | 284.63 | 238.76 | 120.06 | 220.00 | 45.15 | 49.80 | |
| ON | 0.00 | 258.75 | 227.39 | 120.06 | 200.00 | 43.00 | 49.80 | |
| ONL15% | 157.10 | 194.06 | 139.13 | 27.23 | 200.00 | 43.00 | 49.80 | |
| ONL30% | 314.21 | 129.38 | 50.87 | 0.00 | 200.00 | 43.00 | 49.80 | |
| ONL50% | 523.68 | 43.12 | 0.00 | 0.00 | 200.00 | 43.00 | 49.80 | |
| Management Measure | 2023 | 2024 |
|---|---|---|
| Base fertilizer and sowing | 27 October 2022 | 24 October 2023 |
| Application of fertilizer and urea | 8 March 2023 | 15 March 2024 |
| Harvest | 8 June 2023 | 31 May 2024 |
| Sample | Measurement Indexes | Measurement Methods |
|---|---|---|
| Plant | Settlement index | GB/T 15685-2011 Grain Oil Inspection Determination of Wheat Sedimentation Index by SDS Method |
| Starch | GB 5009.9-2016 National Food Safety Standard Determination of Starch in Food | |
| Wet gluten | GB/T 5506.1-2008 Wheat and Wheat Flour Gluten Content Part 1: Wet Gluten Determination by Hand Washing | |
| Protein | GB 5009.5-2016 National Food Safety Standard Determination of Protein in Food | |
| Soil | pH | DMP-2 mv/pH Potentiometry, extracted with water |
| Unit weight | Standard ring knife method | |
| Organic matter | Potassium dichromate oil bath plus heat capacity method | |
| TN | Kjeldahl method for nitrogen determination | |
| Available P | Extraction with NaHCO3 and determination by spectrophotometry | |
| Quick-acting potassium | Flame photometry Extract with ammonium acetate, and determination by resistance spectrophotometry (Sherwood M410/M420, Nanodrop, Germany) | |
| Cation exchange capacity | Ammonium acetate exchange method | |
| SOC | Potassium dichromate capacity method-external heating method | |
| DOC | Total organic carbon (TOC) instrument (vario TOC Cube, Elementar, Hanau, Germany) determination | |
| ROC | 333 mmol/L potassium permanganate colorimetric method | |
| POC | Cambardella |
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Share and Cite
Wu, S.; Gao, T.; Wu, C.; Yuan, H.; Liu, Y.; Liu, J.; Han, L.; Zhang, C.; Ma, Y.; Liao, X. Consecutive Application of Biogas Slurry Improved the Cumulative Nitrogen Use Efficiency by Regulating the Soil Carbon Pool. Plants 2026, 15, 102. https://doi.org/10.3390/plants15010102
Wu S, Gao T, Wu C, Yuan H, Liu Y, Liu J, Han L, Zhang C, Ma Y, Liao X. Consecutive Application of Biogas Slurry Improved the Cumulative Nitrogen Use Efficiency by Regulating the Soil Carbon Pool. Plants. 2026; 15(1):102. https://doi.org/10.3390/plants15010102
Chicago/Turabian StyleWu, Sheng, Tingfeng Gao, Chenxue Wu, Haoqiang Yuan, Ying Liu, Jiating Liu, Lei Han, Cheng Zhang, Youhua Ma, and Xia Liao. 2026. "Consecutive Application of Biogas Slurry Improved the Cumulative Nitrogen Use Efficiency by Regulating the Soil Carbon Pool" Plants 15, no. 1: 102. https://doi.org/10.3390/plants15010102
APA StyleWu, S., Gao, T., Wu, C., Yuan, H., Liu, Y., Liu, J., Han, L., Zhang, C., Ma, Y., & Liao, X. (2026). Consecutive Application of Biogas Slurry Improved the Cumulative Nitrogen Use Efficiency by Regulating the Soil Carbon Pool. Plants, 15(1), 102. https://doi.org/10.3390/plants15010102

