Effects of Biogas Slurry Application on Vegetation Community Restoration in Degraded Grassland
Abstract
1. Introduction
2. Materials and Methods
2.1. Study Area Overview
2.2. Experimental Design
2.3. Determination Items and Methods
2.4. Data Analysis
3. Results
3.1. Effects of Biogas Slurry Fertilizer on Various Indicators of Degraded Grassland Vegetation Communities
3.2. Effects of Biogas Slurry Fertilizer on the Weighted Proportion of Plant Families and the Number of Plant Families, Genera, and Species
3.3. Principal Component Analysis of Biogas Slurry Fertilizer on Various Indicators of Degraded Grassland Vegetation Communities
3.4. Redundancy Analysis of Biogas Slurry Fertilizer on Various Indicators of Degraded Grassland Vegetation Communities
4. Discussion
Effects of Biogas Slurry Fertilizer on Degraded Grassland Vegetation Communities and Nutritional Quality
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| CK | Control |
| BD50% | 50% diluted biogas slurry fertilizer |
| BS100% | Full-strength biogas slurry fertilizer |
| VAH | Vegetation average height |
| VC | Vegetation coverage |
| AB | Aboveground biomass |
| CP | Crude protein |
| EE | Ether extract |
| NDF | Neutral detergent fiber |
| ADF | Acid detergent fiber |
| LTC | Leaf total carbon |
| LTN | Leaf total nitrogen |
| Lδ13C | Leaf carbon stable isotope |
| Lδ15N | Leaf nitrogen stable isotope |
| RTC | Root total carbon |
| RTN | Root total nitrogen |
| Rδ13C | Root carbon stable isotope |
| Rδ15N | Root nitrogen stable isotope |
Appendix A
| (a) | |||||||||||||||||
| Items | df | VAH | VC | AB | CP | EE | NDF | ADF | |||||||||
| F-Value | p-Value | F-Value | p-Value | F-Value | p-Value | F-Value | p-Value | F-Value | p-Value | F-Value | p-Value | F-Value | p-Value | ||||
| BS | 2 | 176.335 | <0.001 | 48.621 | <0.001 | 36.477 | <0.001 | 39.122 | <0.001 | 8.594 | 0.001 | 3.686 | 0.032 | 2.589 | 0.086 | ||
| Y | 1 | 14.050 | <0.001 | 0.998 | 0.323 | 5.551 | 0.023 | 16.195 | <0.001 | 63.417 | <0.001 | 0.068 | 0.795 | 0.919 | 0.343 | ||
| BS*Y | 2 | 8.432 | 0.001 | 0.182 | 0.834 | 1.307 | 0.280 | 0.106 | 0.900 | 0.001 | 0.999 | 0.361 | 0.699 | 0.408 | 0.667 | ||
| R2 | 0.877 | 0.638 | 0.590 | 0.628 | 0.588 | 0.056 | 0.035 | ||||||||||
| (b) | |||||||||||||||||
| Items | df | LTC | LTN | Lδ13C | Lδ15N | RTC | RTN | Rδ13C | Rδ15N | ||||||||
| F-Value | p-Value | F-Value | p-Value | F-Value | p-Value | F-Value | p-Value | F-Value | p-Value | F-Value | p-Value | F-Value | p-Value | F-Value | p-Value | ||
| BS | 2 | 1.627 | 0.207 | 6.051 | 0.005 | 1.982 | 0.149 | 5.608 | 0.006 | 1.931 | 0.156 | 5.412 | 0.008 | 4.204 | 0.021 | 6.004 | 0.005 |
| Y | 1 | 0.038 | 0.846 | 14.186 | 0.001 | 6.857 | 0.012 | 3.553 | 0.066 | 0.002 | 0.962 | 0.236 | 0.629 | 1.719 | 0.196 | 1.080 | 0.304 |
| BS*Y | 2 | 0.391 | 0.678 | 0.679 | 0.512 | 4.148 | 0.022 | 0.679 | 0.512 | 0.208 | 0.813 | 0.492 | 0.614 | 0.806 | 0.453 | 0.372 | 0.691 |
| R2 | 0.018 | 0.280 | 0.210 | 0.174 | 0.014 | 0.117 | 0.113 | 0.143 | |||||||||
| Items | df | Leymus chinensis | Stipa krylovii | Artemisia frigida | Potentilla tanacetifolia | Potentilla bifurca var. major | Melilotoides ruthenica | Allium mongolicum | |||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| F-Value | p-Value | F-Value | p-Value | F-Value | p-Value | F-Value | p-Value | F-Value | p-Value | F-Value | p-Value | F-Value | p-Value | ||
| BS | 2 | 21.680 | <0.001 | 1.955 | 0.163 | 1.245 | 0.312 | 1.523 | 0.234 | 1.118 | 0.347 | 0.787 | 0.466 | 1.090 | 0.349 |
| Y | 1 | 6.467 | 0.016 | 5.454 | 0.028 | 0.652 | 0.430 | 1.492 | 0.231 | 9.972 | 0.005 | 2.727 | 0.111 | 0.353 | 0.557 |
| BS*Y | 2 | 9.284 | 0.001 | 0.129 | 0.880 | 0.516 | 0.605 | 1.113 | 0.341 | 5.196 | 0.015 | 1.777 | 0.190 | 1.196 | 0.316 |
| R2 | 0.681 | 0.157 | 0.145 | 0.049 | 0.491 | 0.192 | 0.067 | ||||||||
| Principal Component Number | Eigenvalue | Percentage of Variance/% | Cumulative Percentage of Variance/% |
|---|---|---|---|
| 1 | 4.829 | 32.191 | 32.191 |
| 2 | 2.254 | 15.024 | 47.215 |
| 3 | 1.592 | 10.610 | 57.825 |
| 4 | 1.414 | 9.428 | 67.253 |
| 5 | 1.200 | 8.002 | 75.256 |
| 6 | 0.920 | 6.134 | 81.390 |
| 7 | 0.820 | 5.465 | 86.855 |
| 8 | 0.575 | 3.831 | 90.686 |
| 9 | 0.364 | 2.426 | 93.112 |
| 10 | 0.327 | 2.177 | 95.289 |
| 11 | 0.246 | 1.639 | 96.928 |
| 12 | 0.172 | 1.148 | 98.077 |
| 13 | 0.141 | 0.943 | 99.020 |
| 14 | 0.101 | 0.675 | 99.695 |
| 15 | 0.046 | 0.305 | 100.000 |
| Principal Component Number | Eigenvalue | Percentage of Variance/% | Cumulative Percentage of Variance/% |
|---|---|---|---|
| 1 | 4.458 | 29.720 | 29.720 |
| 2 | 1.797 | 11.983 | 41.703 |
| 3 | 1.580 | 10.532 | 52.235 |
| 4 | 1.505 | 10.032 | 62.267 |
| 5 | 1.238 | 8.251 | 70.519 |
| 6 | 0.915 | 6.099 | 76.617 |
| 7 | 0.751 | 5.008 | 81.625 |
| 8 | 0.713 | 4.752 | 86.377 |
| 9 | 0.514 | 3.426 | 89.804 |
| 10 | 0.463 | 3.084 | 92.888 |
| 11 | 0.361 | 2.409 | 95.297 |
| 12 | 0.293 | 1.954 | 97.251 |
| 13 | 0.226 | 1.505 | 98.757 |
| 14 | 0.153 | 1.017 | 99.774 |
| 15 | 0.034 | 0.226 | 100.000 |
| Factors | Rδ13C | RTC | Lδ15N | LTN | RTN | Rδ15N | LTC | Lδ13C |
|---|---|---|---|---|---|---|---|---|
| Explains (%) | 17.6 | 12.6 | 6.4 | 1.7 | 0.9 | 0.7 | 0.3 | <0.1 |
| Contribution (%) | 43.8 | 31.2 | 15.8 | 4.3 | 2.2 | 1.8 | 0.9 | 0.2 |
| F-value | 5.4 | 4.3 | 2.3 | 0.6 | 0.3 | 0.2 | 0.1 | <0.1 |
| p-value | 0.010 | 0.036 | 0.134 | 0.484 | 0.730 | 0.792 | 0.928 | 0.988 |
| Factors | LTC | Lδ13C | RTC | Rδ13C | Lδ15N | RTN | LTN | Rδ15N |
|---|---|---|---|---|---|---|---|---|
| Explains (%) | 7.6 | 6.3 | 5 | 3.9 | 3.6 | 3 | 2.2 | 1.1 |
| Contribution (%) | 23.3 | 19.4 | 15.3 | 12 | 10.9 | 9.2 | 6.7 | 3.3 |
| F-value | 2.1 | 1.8 | 1.4 | 1.1 | 1 | 0.9 | 0.6 | 0.3 |
| p-value | 0.078 | 0.134 | 0.220 | 0.376 | 0.362 | 0.474 | 0.578 | 0.876 |
| Factors | Rδ15N | RTC | Lδ13C | Lδ15N | LTN | RTN | Rδ13C | LTC |
|---|---|---|---|---|---|---|---|---|
| Explains (%) | 25 | 3.4 | 3.5 | 2.5 | 1.2 | 0.9 | 0.6 | 0.4 |
| Contribution (%) | 66.8 | 9.1 | 9.3 | 6.6 | 3.2 | 2.5 | 1.6 | 1 |
| F-value | 8.3 | 1.1 | 1.2 | 0.8 | 0.4 | 0.3 | 0.2 | 0.1 |
| p-value | 0.004 | 0.290 | 0.266 | 0.458 | 0.706 | 0.742 | 0.898 | 0.952 |
| Factors | Rδ15N | RTN | LTN | Lδ15N | Rδ13C | Lδ13C | RTC | LTC |
|---|---|---|---|---|---|---|---|---|
| Explains (%) | 13 | 6.2 | 5 | 3.3 | 3 | 2.2 | 1.8 | 0.5 |
| Contribution (%) | 37.2 | 17.6 | 14.2 | 9.6 | 8.5 | 6.4 | 5.1 | 1.5 |
| F-value | 3.7 | 1.8 | 1.5 | 1 | 0.9 | 0.7 | 0.5 | 0.1 |
| p-value | 0.008 | 0.132 | 0.23 | 0.404 | 0.466 | 0.644 | 0.752 | 0.960 |
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| pH | Total Nitrogen (%) | Total Phosphorus (%) | Total Potassium (%) | Organic Matter (%) |
|---|---|---|---|---|
| 7.11 | 0.11 | 0.07 | 0.09 | 14.5 |
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© 2026 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license.
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Li, Y.; Ma, Y.; Yu, Q.; Zhu, C.; Wilkes, A.; Wang, C. Effects of Biogas Slurry Application on Vegetation Community Restoration in Degraded Grassland. Sustainability 2026, 18, 2605. https://doi.org/10.3390/su18052605
Li Y, Ma Y, Yu Q, Zhu C, Wilkes A, Wang C. Effects of Biogas Slurry Application on Vegetation Community Restoration in Degraded Grassland. Sustainability. 2026; 18(5):2605. https://doi.org/10.3390/su18052605
Chicago/Turabian StyleLi, Yanhua, Yueqi Ma, Qunjia Yu, Chunlei Zhu, Andreas Wilkes, and Chengjie Wang. 2026. "Effects of Biogas Slurry Application on Vegetation Community Restoration in Degraded Grassland" Sustainability 18, no. 5: 2605. https://doi.org/10.3390/su18052605
APA StyleLi, Y., Ma, Y., Yu, Q., Zhu, C., Wilkes, A., & Wang, C. (2026). Effects of Biogas Slurry Application on Vegetation Community Restoration in Degraded Grassland. Sustainability, 18(5), 2605. https://doi.org/10.3390/su18052605

