饲粮特性和体重输入改善了生长肥育猪肠道甲烷产量的预测

IF 3.2 2区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Animal Feed Science and Technology Pub Date : 2025-03-01 Epub Date: 2025-01-18 DOI:10.1016/j.anifeedsci.2025.116231
Elvira Sattarova , Jinghui Li , James G. Fadel , Knud E. Bach Knudsen , Michael J. Hansen , Jan V. Nørgaard , Henry J.H. Jørgensen
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引用次数: 0

摘要

本研究旨在确定饲粮和动物因素对生长育肥猪肠道甲烷(CH4)产量的影响。此外,本研究旨在开发所开发模型,并将其与使用Tier 1方法和考虑养分有效性的现有方程的预测精度进行比较。研究人员利用13项研究的数据集,包括对107头生长肥育猪的290只个体动物观察,建立了肠道CH4产量的预测模型。对新模型的预测能力进行了评估,并与现有的政府间气候变化专门委员会(IPCC)一级方法提出的方程和现有的考虑底物可发酵的预测方程进行了比较。通过拟合具有动物和研究随机效应的混合效应模型来预测肠道CH4的产生。新开发的肠道甲烷生成模型(包括饮食特征和动物体重)超过了目前在国家清单中使用的IPCC第一级模型,显示出更高的精度和准确性。因此,本研究建立的方程可用于猪肉行业,以评估饲喂策略对降低生长肥育猪肠道甲烷产量的影响,并提高全国甲烷产量库存。
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Dietary characteristics and body weight input improve the prediction of enteric methane production from growing-finishing pigs
The objective of the present study was to identify dietary and animal factors that affect enteric methane (CH4) production in growing-finishing pigs. Moreover, the study aims to develop and compare the predictive accuracy of the developed models with the existing equations using the Tier 1 approach and equations considering nutrient availability. A dataset from 13 studies containing 290 individual animal observations on 107 growing-finishing pigs was used to develop the prediction model for enteric CH4 production. The predictive ability of the newly developed models was evaluated and compared with the extant equation proposed by the Intergovernmental Panel on Climate Change (IPCC) Tier 1 approach and extant prediction equations that consider substrate available for fermentation. Production of enteric CH4 was predicted by fitting mixed-effects models with random effects of animal and study. The newly developed models for enteric CH4 production, which include dietary characteristics and animal body weight, surpass the current IPCC Tier 1 model used in national inventories, demonstrating better precision and accuracy. Therefore, the equations developed in this study can be used in the pork industry to estimate the effect of feeding strategies to mitigate enteric CH4 production from growing-finishing pigs and to improve the national inventories of CH4 production.
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来源期刊
Animal Feed Science and Technology
Animal Feed Science and Technology 农林科学-奶制品与动物科学
CiteScore
6.00
自引率
6.20%
发文量
266
审稿时长
3 months
期刊介绍: Animal Feed Science and Technology is a unique journal publishing scientific papers of international interest focusing on animal feeds and their feeding. Papers describing research on feed for ruminants and non-ruminants, including poultry, horses, companion animals and aquatic animals, are welcome. The journal covers the following areas: Nutritive value of feeds (e.g., assessment, improvement) Methods of conserving and processing feeds that affect their nutritional value Agronomic and climatic factors influencing the nutritive value of feeds Utilization of feeds and the improvement of such Metabolic, production, reproduction and health responses, as well as potential environmental impacts, of diet inputs and feed technologies (e.g., feeds, feed additives, feed components, mycotoxins) Mathematical models relating directly to animal-feed interactions Analytical and experimental methods for feed evaluation Environmental impacts of feed technologies in animal production.
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