Impact of Additives and Packing Density on Fermentation Weight Loss, Microbial Diversity, and Fermentation Quality of Rape Straw Silage
Abstract
:1. Introduction
2. Materials and Methods
2.1. Materials and Experimental Design
2.2. Fermentation Weight Loss (FWL) Analysis
2.3. Fermentation Quality Analysis
2.4. Microbial Community Structure Analysis
2.5. Nutritional Composition Analysis
3. Results
3.1. Fermentation Weight Loss
3.2. Fermentation Quality
3.3. Microbial Counts
3.4. Nutritional Composition
3.5. Bacterial Communities
4. Discussion
4.1. Effect of Additives and Packing Density on Fermentation Weight Loss during the Fermentation Process of Rape Straw Silage
4.2. Effect of Additives and Packing Density on Fermentation Quality of Rape Straw Silage
4.3. Effect of Additives and Packing Density on Nutritional Composition of Rape Straw Silage
4.4. Effect of Additives and Packing Density on Bacterial Communities of Rape Straw Silage
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Data Availability Statement
Conflicts of Interest
References
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Items | Ensiling Days (g/kg FW) | SEM | p-Value | ||||
---|---|---|---|---|---|---|---|
1 d | 3 d | 6 d | 20 d | 45 d | |||
CK 450 | 0.104 bcE | 0.376 cD | 0.576 bcC | 1.13 bB | 1.80 bA | 0.162 | <0.001 |
LS 450 | 0.201 aD | 0.722 aC | 0.926 aC | 1.53 aB | 2.43 aA | 0.207 | <0.001 |
CK 500 | 0.112 bcE | 0.388 cD | 0.595 bcC | 1.14 bB | 1.82 bA | 0.163 | <0.001 |
LS 500 | 0.159 abE | 0.486 bD | 0.633 bC | 1.07 bB | 1.69 bcA | 0.142 | <0.001 |
CK 550 | 0.080 cE | 0.352 cD | 0.524 cC | 1.01 bcB | 1.66 bcA | 0.149 | <0.001 |
LS 550 | 0.100 cD | 0.402 cC | 0.527 cC | 0.918 cB | 1.40 cA | 0.122 | <0.001 |
SEM | 0.012 | 0.031 | 0.035 | 0.050 | 0.082 | ||
p-value | 0.003 | <0.001 | <0.001 | <0.001 | <0.001 | ||
Internation | D | L | T | DxL | DxT | LxT | DxLxT |
p-value | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 |
pH | LA (g/kg DM) | AA (g/kg DM) | LA/AA | PA (g/kg DM) | BA (g/kg DM) | AN (g/kg) | |
---|---|---|---|---|---|---|---|
CK 450 | 6.24 a | 4.34 c | 15.4 | 0.279 b | 2.76 a | 2.27 b | 0.736 a |
LS 450 | 4.95 b | 30.7 b | 11.0 | 2.92 a | ND b | ND c | 0.338 c |
CK 500 | 6.30 a | 2.01 c | 12.2 | 0.165 b | 1.63 ab | 2.42 b | 0.625 b |
LS 500 | 4.90 bc | 38.3 ab | 11.1 | 3.76 a | ND b | ND c | 0.322 c |
CK 550 | 6.25 a | ND c | 12.7 | ND b | 1.41 ab | 5.38 a | 0.633 b |
LS 550 | 4.75 c | 46.3 a | 12.2 | 4.09 a | 0.643 b | ND c | 0.355 c |
SEM | 0.171 | 4.67 | 0.623 | 0.475 | 0.292 | 0.500 | 0.042 |
p-value | <0.001 | <0.001 | 0.384 | 0.001 | 0.013 | <0.001 | <0.001 |
D | 0.124 | 0.245 | 0.599 | 0.747 | 0.533 | 0.008 | 0.094 |
L | <0.001 | <0.001 | 0.130 | <0.001 | 0.001 | <0.001 | <0.001 |
DxL | 0.158 | 0.026 | 0.384 | 0.504 | 0.172 | 0.008 | 0.101 |
LAB (lg cfu/g FW) | Yeasts (lg cfu/g FW) | Coliforms (lg cfu/g FW) | Bacteria (lg cfu/g FW) | |
---|---|---|---|---|
CK 450 | 9.11 | 8.75 | 5.15 a | 8.78 a |
LS 450 | 8.99 | 8.34 | 4.31 b | 8.01 a |
CK 500 | 9.00 | 8.64 | 5.53 a | 8.69 a |
LS 500 | 9.11 | 8.39 | <2.00 c | 6.62 b |
CK 550 | 9.10 | 8.63 | 4.99 ab | 8.69 a |
LS 550 | 9.04 | 7.31 | <2.00 c | 6.21 b |
SEM | 0.039 | 0.194 | 0.584 | 0.294 |
p-value | 0.932 | 0.293 | 0.107 | 0.003 |
D | 0.983 | 0.382 | <0.001 | 0.121 |
L | 0.801 | 0.097 | <0.001 | <0.001 |
DxL | 0.577 | 0.458 | <0.001 | 0.176 |
DM (g/kg) | WSC (g/kg DM) | CP (g/kg DM) | |
---|---|---|---|
CK 450 | 394 b | 0.560 c | 38.6 bc |
LS 450 | 419 a | 1.12 b | 45.2 a |
CK 500 | 398 b | 0.84 bc | 37.6 bc |
LS 500 | 411 a | 0.89 bc | 43.1 a |
CK 550 | 380 c | 0.85 b | 37.3 c |
LS 550 | 414 a | 1.33 a | 40.3 b |
SEM | 3.47 | 0.122 | 0.077 |
p-value | <0.001 | <0.001 | <0.001 |
D | 0.040 | <0.001 | 0.013 |
L | <0.001 | 0.00139 | <0.001 |
DxL | 0.032 | 0.012 | 0.160 |
Raw Tags | Valid Tags | Observed Otus | Shannon | Simpson | Chao1 | Goods Coverage | Pielou_e | |
---|---|---|---|---|---|---|---|---|
freach | 84,063 | 65,144 b | 334 a | 5.46 a | 0.943 a | 338 a | 1 | 0.657 a |
CK 450 | 84,289 | 69,917 ab | 160 b | 4.20 b | 0.880 ab | 160 b | 1 | 0.587 ab |
LS 450 | 85,638 | 73,589 a | 196 ab | 3.44 bcd | 0.823 b | 199 ab | 1 | 0.453 cd |
CK 500 | 82,711 | 69,278 ab | 171 b | 4.23 b | 0.893 a | 172 ab | 1 | 0.580 ab |
LS 500 | 84,074 | 74,119 a | 206 ab | 2.61 d | 0.683 bc | 209 ab | 1 | 0.343 e |
CK 550 | 83,181 | 68,542 ab | 205 ab | 3.80 bc | 0.803 b | 205 ab | 1 | 0.510 bc |
LS 550 | 82,406 | 74,915 a | 184 ab | 3.05 cd | 0.773 bc | 188 ab | 1 | 0.407 de |
SEM | 490.6 | 984.6 | 19.5 | 0.212 | 0.021 | 19.8 ab | — | 0.024 |
p-value | 0.696 | 0.044 | 0.262 | <0.001 | 0.004 | 0.271ab | — | <0.001 |
D | 0.330 | 1.00 | 0.937 | 0.333 | 0.218 | 0.938 | — | 0.083 |
L | 0.592 | 0.018 | 0.654 | 0.001 | 0.009 | 0.621 | — | <0.001 |
DxL | 0.701 | 0.831 | 0.780 | 0.287 | 0.084 | 0.790 | — | 0.080 |
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Yang, B.; Na, N.; Wu, N.; Sun, L.; Li, Z.; Qili, M.; Han, H.; Xue, Y. Impact of Additives and Packing Density on Fermentation Weight Loss, Microbial Diversity, and Fermentation Quality of Rape Straw Silage. Microorganisms 2024, 12, 1985. https://doi.org/10.3390/microorganisms12101985
Yang B, Na N, Wu N, Sun L, Li Z, Qili M, Han H, Xue Y. Impact of Additives and Packing Density on Fermentation Weight Loss, Microbial Diversity, and Fermentation Quality of Rape Straw Silage. Microorganisms. 2024; 12(10):1985. https://doi.org/10.3390/microorganisms12101985
Chicago/Turabian StyleYang, Baozhu, Na Na, Nier Wu, Lin Sun, Ziqin Li, Moge Qili, Hongyan Han, and Yelin Xue. 2024. "Impact of Additives and Packing Density on Fermentation Weight Loss, Microbial Diversity, and Fermentation Quality of Rape Straw Silage" Microorganisms 12, no. 10: 1985. https://doi.org/10.3390/microorganisms12101985
APA StyleYang, B., Na, N., Wu, N., Sun, L., Li, Z., Qili, M., Han, H., & Xue, Y. (2024). Impact of Additives and Packing Density on Fermentation Weight Loss, Microbial Diversity, and Fermentation Quality of Rape Straw Silage. Microorganisms, 12(10), 1985. https://doi.org/10.3390/microorganisms12101985