Effect of Feeding System on Enteric Methane Emissions from Individual Dairy Cows on Commercial Farms
Abstract
:1. Introduction
2. Materials and Methods
2.1. Data
2.2. Measurements of Enteric CH4
2.3. Statistical Analysis
3. Results and Discussion
4. Conclusions
Acknowledgments
Author Contributions
Conflicts of Interest
References
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Farm No. | Number of Cows | Number of Milking Stations | Feeding System | Month of Sampling | Lactation No. | Days in Milk | Milk Yield | Live Weight | Dry Matter Intake | Methane Emissions |
---|---|---|---|---|---|---|---|---|---|---|
kg/day | kg | kg/day | mg/L | |||||||
A | 65 | 1 | PMR + Grazing | 10 | 4.1 (2.4) | 79 (51) | 24.3 (8.6) | 586 (74) | 16.9 (2.5) | 1.9 (1.2) |
B | 53 | 1 | PMR + Grazing | 9 | 3.2 (1.9) | 173 (92) | 28.2 (10.0) | 622 (31) | 18.3 (1.4) | 2.6 (1.5) |
C | 51 | 1 | PMR + Grazing | 4 | 3.6 (1.8) | 168 (99) | 28.5 (10.3) | 642 (60) | 18.9 (1.8) | 3.5 (2.5) |
D | 47 | 1 | PMR + Grazing | 4 | 2.3 (1.2) | 161 (113) | 27.7 (11.2) | 611 (59) | 18.1 (1.9) | 2.5 (1.7) |
E | 66 | 1 | PMR + Grazing | 5 | 4.0 (3.3) | 130 (86) | 28.8 (9.4) | 625 (57) | 18.5 (1.8) | 3.7 (3.2) |
F | 45 | 1 | PMR + Grazing | 6 | 3.5 (2.3) | 135 (80) | 27.0 (9.2) | 598 (72) | 17.7 (2.3) | 4.0 (2.2) |
G | 116 | 2 | PMR | 6 | 2.6 (1.6) | 159 (90) | 26.1 (8.8) | 625 (73) | 18.2 (2.1) | 4.0 (2.6) |
H | 96 | 2 | PMR | 8 | 2.9 (2.0) | 163 (102) | 27.1 (9.9) | 593 (75) | 17.5 (2.2) | 3.9 (2.2) |
I | 46 | 1 | PMR | 11 | 1.0 (0.0) | 99 (31) | 25.2 (5.4) | 547 (44) | 16.2 (1.3) | 0.6 (0.5) |
J | 55 | 2 | PMR | 11 | 3.7 (1.8) | 136 (111) | 28.9 (10.9) | 690 (63) | 20.1 (2.0) | 2.4 (1.1) |
K | 110 | 2 | PMR | 2 | 2.4 (1.4) | 156 (92) | 35.6 (12.6) | 603 (74) | 18.6 (2.4) | 2.4 (1.3) |
L | 80 | 2 | PMR | 2 | 2.8 (1.8) | 158 (87) | 19.1 (8.3) | 578 (71) | 16.4 (1.9) | 3.7 (3.1) |
Mean 1 PMR + Grazing | 3.7 (0.03) | 143 (14.3) | 26.9 (1.7) | 612 (15.6) | 17.9 (0.5) | |||||
Mean 1 PMR | 2.6 (0.04) | 145 (13.9) | 26.5 (1.6) | 607 (15.4) | 17.8 (0.5) | |||||
SED | 0.05 | 19.8 | 2.3 | 21.9 | 0.7 | |||||
P value | <0.001 | 0.912 | 0.854 | 0.809 | 0.835 |
Farm | Forage | Dry Matter (DM) | Starch | Neutral Detergent Fibre | Crude Protein | Oil | Metabolisable Energy |
---|---|---|---|---|---|---|---|
% | g/kg | g/kg DM | g/kg DM | g/kg DM | g/kg DM | MJ/kg DM | |
A | 68.7 (4.5) | 316 | 133 | 424 | 132 | 40 | 10.2 |
B | 68.4 (58.8) | 172 | 0 | 362 | 237 | 31 | 11.0 |
C | 48.5 (3.8) | 398 | 6.1 | 291 | 74 | 22 | 11.2 |
D | 57.9 (1.3) | 344 | 186 | 452 | 109 | 26 | 11.2 |
E | 62.6 (1.4) | 494 | 74 | 507 | 143 | 51 | 10.7 |
F | 75.6 (46.7) | 304 | 0 | 426 | 153 | 26 | 11.1 |
G | 60.2 | 263 | 156 | 333 | 79 | 18 | 10.0 |
H | 45.8 | 351 | 6 | 470 | 132 | 32 | 10.6 |
I | 57.1 | 570 | 0 | 592 | 104 | 18 | 9.8 |
J | 49.4 | 313 | 124 | 414 | 128 | 29 | 11.2 |
K | 58.3 | 394 | 56 | 474 | 116 | 18 | 11.0 |
L | 68.0 | 283 | 45 | 440 | 124 | 48 | 10.3 |
Farm | Concentrate | Dry Matter (DM) | Starch | Neutral Detergent Fibre | Crude Protein | Oil | Metabolisable Energy |
---|---|---|---|---|---|---|---|
% | g/kg | g/kg DM | g/kg DM | g/kg DM | g/kg DM | MJ/kg DM | |
A | 31.3 | 874 | 187 | 246 | 193 | 57 | 12.7 |
B | 31.6 | 880 | 127 | 285 | 162 | 57 | 12.2 |
C | 51.5 | 879 | 124 | 321 | 195 | 57 | 12.1 |
D | 42.1 | 872 | 91 | 230 | 207 | 52 | 12.1 |
E | 37.4 | 870 | 139 | 262 | 181 | 47 | 11.5 |
F | 24.4 | 886 | 320 | 169 | 178 | 49 | 12.4 |
G | 39.8 | 885 | 191 | 126 | 252 | 46 | 12.1 |
H | 54.2 | 870 | 131 | 200 | 150 | 52 | 13.0 |
I | 42.9 | 867 | 290 | 157 | 180 | 42 | 12.7 |
J | 50.6 | 888 | 143 | 259 | 140 | 36 | 12.6 |
K | 41.7 | 868 | 190 | 213 | 187 | 81 | 13.4 |
L | 32.0 | 873 | 220 | 226 | 178 | 58 | 12.0 |
Variable | Mean (s.e.) 2 | Effect (s.e.) | Degrees of Freedom | F Statistic | s.e.d. | P Value | |||||
---|---|---|---|---|---|---|---|---|---|---|---|
Days in milk | 0.0003 (0.00007) | 1 | 22.8 | <0.001 | |||||||
Feeding system | PMR | PMR + grazing | |||||||||
0.30 (0.1) | 0.36 (0.1) | 1 | 0.19 | 0.14 | 0.672 | ||||||
Time of day | 01:00 to 04:59 | 05:00 to 08:59 | 09:00 to 12:59 | 13:00 to 16.59 | 17:00 to 20.59 | 21:00 to 00.59 | |||||
0.31 a (0.07) | 0.26 b (0.07) | 0.33 c (0.07) | 0.35 d (0.07) | 0.37 e (0.07) | 0.35 d (0.07) | 5 | 84.9 | 0.01 | <0.001 | ||
Feeding system × time of day | 01:00 to 04:59 | 05:00 to 08:59 | 09:00 to 12:59 | 13:00 to 16.59 | 17:00 to 20.59 | 21:00 to 00.59 | |||||
PMR | 0.28 a (0.1) | 0.24 b (0.1) | 0.31 c (0.1) | 0.32 c,d (0.1) | 0.34 d (0.1) | 0.30 c (0.1) | 5 | 4.3 | 0.08 | <0.001 | |
PMR + grazing | 0.34 a (0.1) | 0.29 b (0.1) | 0.35 a (0.1) | 0.38 c (0.1) | 0.40 d (0.1) | 0.39 c,d (0.1) | |||||
Predicted dry matter intake | 0.02 (0.003) | 1 | 196.6 | <0.001 | |||||||
Feeding system × predicted dry matter intake | |||||||||||
PMR | 0.02 (0.003) | 1 | 12.6 | <0.001 | |||||||
PMR + grazing | 0.03 (0.007) |
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Eckert, M.; Bell, M.; Potterton, S.; Craigon, J.; Saunders, N.; Wilcox, R.; Hunter, M.; Goodman, J.; Garnsworthy, P. Effect of Feeding System on Enteric Methane Emissions from Individual Dairy Cows on Commercial Farms. Land 2018, 7, 26. https://doi.org/10.3390/land7010026
Eckert M, Bell M, Potterton S, Craigon J, Saunders N, Wilcox R, Hunter M, Goodman J, Garnsworthy P. Effect of Feeding System on Enteric Methane Emissions from Individual Dairy Cows on Commercial Farms. Land. 2018; 7(1):26. https://doi.org/10.3390/land7010026
Chicago/Turabian StyleEckert, Max, Matt Bell, Sarah Potterton, Jim Craigon, Neil Saunders, Ruth Wilcox, Morag Hunter, Jennifer Goodman, and Phil Garnsworthy. 2018. "Effect of Feeding System on Enteric Methane Emissions from Individual Dairy Cows on Commercial Farms" Land 7, no. 1: 26. https://doi.org/10.3390/land7010026
APA StyleEckert, M., Bell, M., Potterton, S., Craigon, J., Saunders, N., Wilcox, R., Hunter, M., Goodman, J., & Garnsworthy, P. (2018). Effect of Feeding System on Enteric Methane Emissions from Individual Dairy Cows on Commercial Farms. Land, 7(1), 26. https://doi.org/10.3390/land7010026