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Seasonal variations in the composition of Holstein cow's milk and temperature-humidity index relationship

机译:荷斯坦奶粉成分的季节性变化与温湿度指数的关系

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A retrospective study on seasonal variations in the characteristics of cow's milk and temperature-humidity index (THI) relationship was conducted on bulk milk data collected from 2003 to 2009. The THI relationship study was carried out on 508 613 bulkmilk data items recorded in 3328 dairy farms form the Lombardy region, Italy. Temperature and relative humidity data from 40 weather stations were used to calculate THI. Milk characteristics data referred to somatic cell count (SCC), total bacterial count (TBC), fat percentage (FA%) and protein percentage (PR%). Annual, seasonal and monthly variations in milk composition were evaluated on 656 064 data items recorded in 3727 dairy farms. The model highlighted a significant association between the year,season and month, and the parameters analysed (SCC, TBC, FA%, PR%). The summer season emerged as the most critical season. Of the summer months, July presented the most critical conditions for TBC, FA % and PR%, (52 054 +- 183 655, 3.73% +- 0.35% and 3.30% +- 0.15%, respectively), and August presented higher values of SCC (369 503 +- 228 377). Each milk record was linked to THI data calculated at the nearest weather station. The analysis demonstrated a positive correlation between THI and SCC and TBC, and indicated a significant change in the slope at 57.3 and 72.8 maximum THI, respectively. The model demonstrated a negative correlation between THI and FA% and PR% and provided breakpoints in the pattern at 50.2 and 65.2 maximum THI, respectively. The results of this study indicate the presence of critical climatic thresholds for bulk tank milk composition in dairy cows. Such indications could facilitate the adoption of heat management strategies, which may ensure the health and production of dairy cows and limit related economic losses.
机译:对2003年至2009年收集的散装牛奶数据进行了牛奶特性和温度-湿度指数(THI)关系的季节性变化的回顾性研究。对3328个乳制品中记录的508 613个散装牛奶数据项进行了THI关系研究农场来自意大利的伦巴第大区。来自40个气象站的温度和相对湿度数据用于计算THI。牛奶特性数据涉及体细胞计数(SCC),细菌总数(TBC),脂肪百分比(FA%)和蛋白质百分比(PR%)。在3727个奶牛场记录的656 064个数据项中评估了牛奶成分的年度,季节性和月度变化。该模型突出显示了年份,季节和月份与所分析的参数(SCC,TBC,FA%,PR%)之间的显着关联。夏季成为最关键的季节。在夏季月份中,7月是TBC,FA%和PR%的最关键条件(分别为52054 +-183655、3.73%+-0.35%和3.30%+-0.15%),而8月则是更高的值SCC(369503 +-228377)。每条牛奶记录都与最近的气象站计算的THI数据相关联。分析表明,THI与SCC和TBC之间呈正相关,并表明斜率在最大THI分别为57.3和72.8时有显着变化。该模型显示出THI与FA%和PR%之间呈负相关,并在模式中分别在最大THI的50.2和65.2处提供了断点。这项研究的结果表明,奶牛散装罐装牛奶成分存在临界气候阈值。这些迹象可能有助于采用热量管理策略,从而确保奶牛的健康和生产并限制相关的经济损失。

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