본문 바로가기
KERD
논문KCI 등재

Prediction of methane emission from sheep based on data measured in vivo from open-circuit respiratory studies

2

조회

0

다운로드

0

인용

0

참고문헌

키워드

초록

Objective: The current study analysed the relationships between methane (CH4) output from animal and dietary factors. Methods: The dataset was obtained from 159 Dorper×thin-tailed Han lambs from our seven studies, and CH4 production and energy metabolism data were measured in vivo by an open-circuit respiratory method. All lambs were confined indoors and fed pelleted diet during the whole experimental period in all studies. Data from two-thirds of lambs were used to develop linear and multiple regressions to describe the relationship between CH4 emission and dietary variables, and data from the remaining one third of lambs were used to validate the established models. Results: CH4 emission (g/d) was positively related to dry matter intake (DMI) and gross energy intake (GEI) (p<0.001). CH4 energy/GEI was negatively related to metabolizable energy/gross energy and metabolizable energy/digestible energy (p<0.001). Using DMI to predict CH4 emission (g/d) resulted in a coefficient of determination (R2) of 0.80. Using GEI, digestible energy intake, and metabolizable energy intake predict CH4 energy/GEI resulted in a R2 of 0.92. Conclusion: the prediction equations established in the current study are useful to develop appropriate feeding and management strategies to mitigate CH4 emissions from sheep.

Abstract

Objective: The current study analysed the relationships between methane (CH4) output from animal and dietary factors. Methods: The dataset was obtained from 159 Dorper×thin-tailed Han lambs from our seven studies, and CH4 production and energy metabolism data were measured in vivo by an open-circuit respiratory method. All lambs were confined indoors and fed pelleted diet during the whole experimental period in all studies. Data from two-thirds of lambs were used to develop linear and multiple regressions to describe the relationship between CH4 emission and dietary variables, and data from the remaining one third of lambs were used to validate the established models. Results: CH4 emission (g/d) was positively related to dry matter intake (DMI) and gross energy intake (GEI) (p<0.001). CH4 energy/GEI was negatively related to metabolizable energy/gross energy and metabolizable energy/digestible energy (p<0.001). Using DMI to predict CH4 emission (g/d) resulted in a coefficient of determination (R2) of 0.80. Using GEI, digestible energy intake, and metabolizable energy intake predict CH4 energy/GEI resulted in a R2 of 0.92. Conclusion: the prediction equations established in the current study are useful to develop appropriate feeding and management strategies to mitigate CH4 emissions from sheep.

참고문헌 (48)

  1. Knox SH, "Agricultural peatland restoration : effects of land‐use change on greenhouse gas(CO2 and CH4)fluxes in the Sacramento‐San Joaquin Delta", Global Change Biol, 21, pp.750~765 (2015)[DOI]
  2. AGO, "National greenhouse gas inventory 2001 with methodology supplements", ~ (2001)
  3. J. Guyader, "Influence of rumen protozoa on methane emission in ruminants: a meta-analysis approach", Animal, 8(11), pp.1816~1825 (2014), Cambridge University Press (CUP)[DOI]
  4. Luis E. Moraes, "Prediction of enteric methane emissions from cattle", Global Change Biology, 20(7), pp.2140~2148 (2014), Wiley[DOI]
  5. A. Pelchen, "Methane emissions from sheep", Small Ruminant Research, 27(2), pp.137~150 (1998), Elsevier BV[DOI]
  6. A. K. Patra, "Predicting enteric methane emission in sheep using linear and non-linear statistical models from dietary variables", Animal Production Science, 56(3), pp.574~ (2016), CSIRO Publishing[DOI]
  7. Matt Bell, "Modelling the Effect of Diet Composition on Enteric Methane Emissions across Sheep, Beef Cattle and Dairy Cows", Animals, 6(9), pp.54~ (2016), MDPI AG[DOI]
  8. Y. G. Zhao, "Prediction of enteric methane emissions from sheep offered fresh perennial ryegrass (Lolium perenne) using data measured in indirect open-circuit respiration chambers1", Journal of Animal Science, 94(6), pp.2425~2435 (2016), Oxford University Press (OUP)[DOI]
  9. T. Yan, "Prediction of methane emission from beef cattle using data measured in indirect open-circuit respiration calorimeters", Animal, 3(10), pp.1455~1462 (2009), Cambridge University Press (CUP)[DOI]
  10. A.-D. G. Wright, "Molecular Diversity of Rumen Methanogens from Sheep in Western Australia", Applied and Environmental Microbiology, 70(3), pp.1263~1270 (2004), American Society for Microbiology[DOI]
  11. M. de Rancourt, "Mediterranean sheep and goats production: An uncertain future", Small Ruminant Research, 62(3), pp.167~179 (2006), Elsevier BV[DOI]
  12. Hong Yang, "Cultivated land and food supply in China", Land Use Policy, 17(2), pp.73~88 (2000), Elsevier BV[DOI]
  13. Yingjun Zhang, "Reduced grazing pressure delivers production and environmental benefits for the typical steppe of north China", Scientific Reports, 5(1) (2015), Springer Science and Business Media LLC[DOI]
  14. Feng W, "Prolific sheep", pp.146~151 (1996), CAB International Press
  15. M.X.Chu, "Association between PCR-RFLP of Melatonin Receptor la Gene and High Prolificacy in Small Tail Han Sheep", Animal Bioscience, 16(12), pp.1701~1704 (2003), 아세아·태평양축산학회
  16. Zhao F, "Estimations of genomic linkage disequilibrium and effective population sizes in three sheep populations", Livest Sci, 170, pp.22~29 (2014)[DOI]
  17. K.-D. Deng, "Energy requirements for maintenance and growth of Dorper crossbred ram lambs", Livestock Science, 150(1-3), pp.102~110 (2012), Elsevier BV[DOI]
  18. K. D. Deng, "Energy requirements of Dorper crossbred ewe lambs1", Journal of Animal Science, 92(5), pp.2161~2169 (2014), Oxford University Press (OUP)[DOI]
  19. G.-S. Xu, "Energy requirements for maintenance and growth of early-weaned Dorper crossbred male lambs", Livestock Science, 177, pp.71~78 (2015), Elsevier BV[DOI]
  20. T. Ma, "Energy requirements of early-weaned Dorper cross-bred female lambs", Journal of Animal Physiology and Animal Nutrition, 100(6), pp.1081~1089 (2016), Wiley[DOI]
  21. Deng KD, "Metabolizable protein requirements of Dorper crossbred ram lambs", Anim Feed Sci Technol, 223, pp.149~155 (2017)[DOI]
  22. Tao MA, "Protein requirements of early-weaned Dorper crossbred female lambs", Journal of Integrative Agriculture, 16(5), pp.1138~1144 (2017), Elsevier BV[DOI]
  23. Tao Ma, "Net protein and metabolizable protein requirements for maintenance and growth of early-weaned Dorper crossbred male lambs", Journal of Animal Science and Biotechnology, 8(1), pp.40~ (2017), Springer Science and Business Media LLC[DOI]
  24. Shou-kun JI, "Macromineral requirements of Dorper×thin-tailed Han crossbred female lambs", Journal of Integrative Agriculture, 14(8), pp.1617~1626 (2015), Elsevier BV[DOI]
  25. Zhao YG, "Estimation and regression models of methane emissions from sheep", Sci Agric Sin, 45, pp.2718~2727 (2012)
  26. Zhao J, "Establishment of prediction model of metabolizable energy of concentrate for mutton sheep by substitution method", Chinese J Anim Nutr, 28, pp.1217~1244 (2016)[DOI]
  27. Ding J, "Effects of different neutral detergent fiber", nonfiberous carbohydrate diets on methane emission of meat sheep, 2017, pp.29, 806~813
  28. H.T. Nie, "Effect of Age on Energy Requirement for Maintenance and Growth of Dorper and Hu Crossbred F1 Ewes Weighing 20 to 50 kg", Animal Bioscience, 28(8), pp.1140~1149 (2015), 아세아·태평양축산학회[DOI]
  29. Savian JV, "Grazing intensity and stocking methods on animal production and methane emission by grazing sheep : implications for integrated crop–livestock system", Agric Ecosyst Environ, 190, pp.112~119 (2014)[DOI]
  30. Fraser MD, "Effect of breed and pasture type on methane emissions from weaned lambs offered fresh forage", J Agric Sci, 153, pp.1128~1134 (2015)[DOI]
  31. J. M. Moorby, "Can live weight be used as a proxy for enteric methane emissions from pasture-fed sheep?", Scientific Reports, 5(1) (2015), Springer Science and Business Media LLC[DOI]
  32. K.J. Hammond, "The effects of fresh forages and feed intake level on digesta kinetics and enteric methane emissions from sheep", Animal Feed Science and Technology, 193, pp.32~43 (2014), Elsevier BV[DOI]
  33. J. F. D. Greenhalgh, "The effects of pelleting various diets on intake and digestibility in sheep and cattle", Animal Science, 16(3), pp.223~233 (1973), Cambridge University Press (CUP)[DOI]
  34. C.S. Pinares-Patiño, "Repeatability of methane emissions from sheep", Animal Feed Science and Technology, 166-167, pp.210~218 (2011), Elsevier BV[DOI]
  35. J.L. Ellis, "Prediction of Methane Production from Dairy and Beef Cattle", Journal of Dairy Science, 90(7), pp.3456~3466 (2007), American Dairy Science Association[DOI]
  36. K. A. Johnson, "Methane emissions from cattle", Journal of Animal Science, 73(8), pp.2483~2492 (1995), Oxford University Press (OUP)[DOI]
  37. Intergovernmental Panel on Climate Change, "Emissions from livestock and manure management. In: Guidelines for national greenhouse inventories. Vol. 4", IPCC, ~ (2006)
  38. Amlan Kumar Patra, "Development of statistical models for prediction of enteric methane emission from goats using nutrient composition and intake variables", Agriculture, Ecosystems & Environment, 215, pp.89~99 (2016), Elsevier BV[DOI]
  39. M. Blümmel, "Comparison of methane produced by straw fed sheep in open-circuit respiration with methane predicted by fermentation characteristics measured by an in vitro gas procedure", Animal Feed Science and Technology, 123-124, pp.379~390 (2005), Elsevier BV[DOI]
  40. J. L. Ellis, "Modeling methane production from beef cattle using linear and nonlinear approaches1", Journal of Animal Science, 87(4), pp.1334~1345 (2009), Oxford University Press (OUP)[DOI]
  41. Yan T, "Mitigation strategies to reduce methane emission from dairy cows", Proceedings of the BGS, BSAS Conference: High Value Grassland: Providing Biodiversity, a Clean Environment and Premium Products, pp.2007[DOI]
  42. Van Soest PJ, "Methods for dietary fiber, neutral detergent fiber, and nonstarch polysaccharides in relation to animal nutrition", J Dairy Sci, 74, pp.3583~3597 (1991)
  43. C. Benchaar, "Evaluation of dietary strategies to reduce methane production in ruminants: A modelling approach", Canadian Journal of Animal Science, 81(4), pp.563~574 (2001), Canadian Science Publishing[DOI]
  44. J. A. N. Mills, "Alternative approaches to predicting methane emissions from dairy cows1", Journal of Animal Science, 81(12), pp.3141~3150 (2003), Oxford University Press (OUP)[DOI]
  45. G. Molano, "The effect of level of intake and forage quality on methane production by sheep", Australian Journal of Experimental Agriculture, 48(2), pp.219~222 (2008), CSIRO Publishing[DOI]
  46. T. Yan, "Mitigation of enteric methane emissions through improving efficiency of energy utilization and productivity in lactating dairy cows", Journal of Dairy Science, 93(6), pp.2630~2638 (2010), American Dairy Science Association[DOI]
  47. Archimède H, "Quantitative review of ruminal and total tract digestion of mixed diet organic matter and carbohydrates", Reprod Nutr Dev, 37, pp.173~189 (1997)
  48. David Pacheco, "Decreasing methane emissions from ruminants grazing forages: a fit with productive and financial realities?", Animal Production Science, 54(9), pp.1141~ (2014), CSIRO Publishing[DOI]

이 간행물의 다른 논문 (8건)