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热应激条件如何影响意大利荷斯坦牛群的产奶量、组成和价格。

How heat stress conditions affect milk yield, composition, and price in Italian Holstein herds.

机构信息

Department of Agronomy, Food, Natural Resources, Animals and Environment (DAFNAE), University of Padova, 35020 Legnaro, Italy.

Department of Veterinary Medical Sciences (DIMEVET), Alma Mater University of Bologna, 40064 Ozzano dell'Emilia, Italy.

出版信息

J Dairy Sci. 2023 Jun;106(6):4042-4058. doi: 10.3168/jds.2022-22640. Epub 2023 Apr 18.

Abstract

An edited data set of 700 bulk and 46,338 test-day records collected between 2019 and 2021 in 42 Holstein-dominated farms in the Veneto Region (North of Italy) was available for the present study. Information on protein, fat and lactose content, somatic cell count, and somatic cell score was available in bulk milk as well as individual test-day records, whereas urea concentration (mg/dL), differential somatic cell count (%), and milk yield (kg/d) were available for test-day records only. Milk features were merged with meteorological data retrieved from 8 weather stations located maximum 10 km from the farms. The daily and weekly temperature-humidity index (THI; wTHI) and maximum daily (MTHI) and weekly temperature-humidity index were associated with each record to evaluate the effect of heat stress conditions on milk-related traits through linear mixed models. Least squares means were estimated to evaluate the effect of THI and, separately, of MTHI on milk characteristics correcting for conventional systematic factors. Overall, heat stress conditions lowered the quality of both bulk milk and test-day records, with fat and protein content being greatly reduced, and somatic cell score and differential somatic cell count augmented. Milk yield was not affected by either THI or MTHI in this data set, but the effect of elevated THI and MTHI was in general stronger on test-day records than on bulk milk. Farm-level economic losses of reduced milk quality rather than reduced yield as consequence of elevated THI or MTHI was estimated to be between $23.57 and $43.98 per farmer per day, which is of comparable magnitude to losses resulting from reduced production. Furthermore, MTHI was found to be a more accurate indicator of heat stress experienced by a cow, explaining more variability of traits compared with THI. The negative effect of heat stress conditions on quality traits commences at lower THI/MTHI values compared with milk yield. Thus, a progressive farmers' income loss due to climatic changes is already a reality and it is mainly due to deterioration of milk quality rather than quantity in the studied area.

摘要

本研究使用了 2019 年至 2021 年期间在意大利北部威尼托地区 42 个荷斯坦奶牛场收集的 700 个批量和 46338 个测试日记录的编辑数据集。批量和个体测试日记录中均提供了蛋白质、脂肪和乳糖含量、体细胞计数和体细胞评分的信息,而只有测试日记录中提供了尿素浓度(mg/dL)、差异体细胞计数(%)和牛奶产量(kg/d)的信息。将牛奶特征与从距农场最大 10 公里的 8 个气象站检索到的气象数据合并。与每个记录相关联的每日和每周温度-湿度指数(THI;wTHI)和最大每日(MTHI)和每周温度-湿度指数用于通过线性混合模型评估热应激条件对与牛奶相关的性状的影响。最小二乘均值用于评估 THI 以及单独的 MTHI 对牛奶特性的影响,同时校正常规系统因素。总体而言,热应激条件降低了批量和测试日记录的牛奶质量,脂肪和蛋白质含量大大降低,体细胞评分和差异体细胞计数增加。在该数据集,THI 或 MTHI 对产奶量没有影响,但升高的 THI 和 MTHI 的影响通常比批量牛奶更强测试日记录。由于升高的 THI 或 MTHI,而不是由于产量降低,估计每头奶牛的农场级经济损失是降低牛奶质量而不是降低产量,估计每天每个农民损失 23.57 至 43.98 美元,这与因产量降低而导致的损失相当。此外,与 THI 相比,MTHI 被发现是牛经历热应激的更准确指标,可解释更多性状的变异性。与产奶量相比,热应激条件对质量性状的负面影响在较低的 THI/MTHI 值下开始出现。因此,由于气候变化导致农民收入逐渐下降已经成为现实,这主要是由于研究区域牛奶质量而不是数量的恶化。

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