Suppr超能文献

巴西奶牛场体细胞计数与经济绩效指标的 herd-level 关联。

Herd-level associations between somatic cell counts and economic performance indicators in Brazilian dairy herds.

机构信息

Department of Animal Sciences, School of Veterinary Medicine and Animal Sciences, University of São Paulo (USP), Pirassununga, SP, Brazil 13635-900.

Department of Animal Science, Macdonald Campus, McGill University, H9X 3V9, Quebec, Canada.

出版信息

J Dairy Sci. 2021 Feb;104(2):1855-1863. doi: 10.3168/jds.2019-17834. Epub 2020 Dec 11.

Abstract

The aims of the present study were to provide a portrait of the techno-economic status of dairy herds in Minas Gerais, Brazil, particularly with respect to bulk-tank somatic cell count (BTSCC) data, and to examine the herd-level associations of BTSCC with various economic performance indicators (EPI). Data from 543 herds, 1,052 herd-year records in total, spread over 3 years (2015-2017), from the South and Southwest mesoregions of Minas Gerais State were provided by the Brazilian Support Agency to Micro and Small Companies Division Minas Gerais (SEBRAE). Herds had an average of 82 lactating cows per herd, milk yield of 17 L/cow per day, and availability of financial information via routine monthly economic surveys. The EPI data (revenue, gross margin, GM; net margin, NM; profit; break-even point; and operational profitability) of each herd was measured monthly by SEBRAE personnel, and herd-year averages of all variables were computed. Bulk-tank data (SCC, total bacterial count, content of crude protein and fat) taken by producers or dairy processors were recorded by SEBRAE personal; and corresponding herd-year averages were calculated and included in the SEBRAE database. There were 209 selected herds, which passed all edit checks, and which had data for all 3 years. The EPI (all expressed on a per-cow basis, $/cow per year) were analyzed, including the effects of region, year, log (ln) BTSCC, production level, and herd size, together with the random effect of herd nested within region. A high proportion of herds (94.6%) presented data records (herd-years) with an average BTSCC > 200 × 10 cells/mL: 37.8% of herd-year records had BTSCC between >200 and ≤400, 14.5% with BTSCC between >400 and ≤500, 25% with BTSCC between >500 and ≤750, and 17.3% with BTSCC >750. For each unit increase in ln BTSCC, revenue declined by $228.5/cow per year, GM by $155.6/cow per year, and profit by $138.6/cow per year. Herds with cows of lower production (<14 kg/d) presented lower GM ($286.8/cow per year) compared with herds containing cows producing ≥14 kg/d (≥14 and <19 kg/d = $446.5, and ≥19 kg/d = $601.9). The small-scale milk producers (<39 lactating cows) presented lower revenue ($1,914.9/cow per year) and GM ($274.5/cow per year) and consequently a negative profit (-$224.1/cow per year) compared with other herd size categories (≥39 lactating cows). The reduction in milk yield was 641 L/cow per lactation for each unit increase in ln BTSCC; this represented 9.4% of the milk yield per lactation, assuming an average milk production of 6,843.3 L/cow per lactation of cows from herds that had BTSCC ≤ 200 × 10 cells/mL. Consequently, we found a negative association of BTSCC with profit; profit declining from $227.0 to -53.1/cow per year when the BTSCC increased from 100 to 750 × 10 cell/mL. In short, the lower the BTSCC, the greater the revenue, GM and NM, profit, and operational profitability of the herds. The reduction of milk yield was the main factor associated with higher BTSCC.

摘要

本研究的目的是提供巴西米纳斯吉拉斯州奶牛场技术经济状况的概况,特别是关于批量奶体细胞计数(BTSCC)数据,并研究 BTSCC 与各种经济绩效指标(EPI)之间的 herd 水平关联。该研究的数据来自巴西支持微小型企业分部米纳斯吉拉斯州(SEBRAE)的 543 个牧场,总计 1052 个 herd-year 记录,分布在 3 年(2015-2017 年)期间,来自米纳斯吉拉斯州的南部和西南部地区。每个 herd 的平均泌乳牛数为 82 头,日产奶量为 17 升/头,并且通过常规的每月经济调查提供财务信息。SEBRAE 人员每月测量每个 herd 的 EPI(收入、毛利润、GM;净利润、NM;利润;盈亏平衡点;运营盈利能力)数据,计算所有变量的 herd-year 平均值。由生产者或乳品加工商采集的批量奶体细胞计数(SCC)、总细菌计数、粗蛋白和脂肪含量等数据由 SEBRAE 人员记录,并计算相应的 herd-year 平均值并包含在 SEBRAE 数据库中。经过所有编辑检查并具有所有 3 年数据的共有 209 个选定 herd。EPI(所有以每头奶牛为基础,$/头/年)进行了分析,包括区域、年份、ln(BTSCC)、生产水平和 herd 规模的影响,以及 herd 内嵌套在区域内的随机效应。大多数 herd(94.6%)呈现的数据记录(herd-year)的平均 BTSCC > 200×10 细胞/mL:37.8%的 herd-year 记录的 BTSCC 介于>200 和≤400 之间,14.5%的 herd-year 记录的 BTSCC 介于>400 和≤500 之间,25%的 herd-year 记录的 BTSCC 介于>500 和≤750 之间,17.3%的 herd-year 记录的 BTSCC >750。ln BTSCC 每增加一个单位,收入每年减少 228.5 美元/头,GM 每年减少 155.6 美元/头,利润每年减少 138.6 美元/头。产奶量较低(<14 kg/d)的 herd 的 GM(每年 286.8 美元/头)低于产奶量较高的 herd(≥14 和<19 kg/d = 每年 446.5 美元,≥19 kg/d = 每年 601.9 美元)。产奶量较低的小型奶农(<39 头泌乳牛)的收入(每年 1914.9 美元/头)和 GM(每年 274.5 美元/头)较低,因此利润为负(每年-224.1 美元/头),与其他 herd 规模类别(≥39 头泌乳牛)相比。ln BTSCC 每增加一个单位,泌乳期的牛奶产量减少 641 升/头;这相当于每头泌乳牛的牛奶产量减少了 9.4%,假设 herd 中每头泌乳牛的牛奶产量为 6843.3 升/头,BTSCC 为≤200×10 细胞/mL。因此,我们发现 BTSCC 与利润之间存在负相关关系;当 BTSCC 从 100 增加到 750×10 细胞/mL 时,利润从每年 227.0 美元下降到每年-53.1 美元/头。简而言之,BTSCC 越低, herd 的收入、GM 和 NM、利润和运营盈利能力越高。牛奶产量的减少是与较高 BTSCC 相关的主要因素。

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验