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Climate factors affecting conception rate of high producing dairy cows in northeastern Spain

机译:影响西班牙东北部高产奶牛受胎率的气候因素

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Summer heat stress is a main factor related to low conception rate in high producing dairy herds in warm areas worldwide. We assessed the impact of several climate variables on conception rate in high producing dairy cows in northeastern Spain by examining 10,964 inseminations. The temperature-humidity index (THI) was compared with maximum temperature in terms of its efficiency at predicting conception rate. The following data were recorded for each animal: herd, lactation number, insemination number, insemination date, inseminating bull, and AI technician along with climate variables such as mean and maximum temperatures, rainfall, mean and maximum THI for individual time points Days 7 to 1 before insemination, the day of insemination and 1, 2 and 3 days after insemination. Averages were also established for the following periods: from 7 days before insemination to the insemination day, from 3 days before insemination to the insemination day and from the insemination day to 3 days postinsemination. Based on the odds ratios, the likelihood of conception rate increased significantly by factors of 1.48, 1.47, 1.5, and 1.1 for the respective maximum THI classes <70, 71-75, 76-80, and 81-85 only on Day 3 before AI, while on the insemination day, it increased by factors of 1.73, 1.53, 1.11, and 1.3 for the respective maximum THI classes <70, 71-75, 76-80, and 81-85. In a subsequent logistic regression excluding mean and maximum THI, the effectiveness of temperature at predicting conception rate was evaluated. Although high, the fit of the second logistic regression model was slightly lower than that of the full model (P=0.88 versus P=0.98, respectively) and the information provided by the THI model. The likelihood of conception rate increased significantly by factors of 1.5, 1.2, 1.0, 1.0 for the respective maximum temperature classes <20, 21-25, 26-30, 31-35 degrees C on Day 1 after AI. The choice of the THI or temperature to monitor the farm environment would have to depend on the particular farm and situation. In our study conditions, the use of maximum temperature alone gives a new point of view regarding the information provided by the THI variables.
机译:夏季热应激是与全球温暖地区高产奶牛群受孕率低有关的主要因素。我们通过检查10964例授精,评估了几种气候变量对高产奶牛受胎率的影响。将温湿度指数(THI)与最高温度进行比较,以预测受孕率。记录每只动物的以下数据:牛群,哺乳期数,授精数,授精日期,授精公牛和AI技术员以及气候变量,例如各个时间点的平均和最高温度,降雨量,平均和最大THI,从第7天授精前1天,授精日以及授精后1、2和3天。还建立了以下时期的平均值:从授精前7天至授精日,从授精前3天至授精日,以及从授精日到授精后3天。根据优势比,仅在第3天之前,对于分别<70、71-75、76-80和81-85的最大THI等级,受孕率的可能性显着增加了1.48、1.47、1.5和1.1倍AI在受精日,对于分别<70、71-75、76-80和81-85的最大THI等级,其增加了1.73、1.53、1.11和1.3倍。在随后的逻辑回归中,不包括平均和最大THI,评估了温度在预测受孕率方面的有效性。虽然很高,但是第二个逻辑回归模型的拟合度略低于完整模型的拟合度(分别为P = 0.88对P = 0.98)和THI模型提供的信息。在AI后第1天,对于分别<20、21-25、26-30、31-35摄氏度的最高温度等级,受孕率的可能性显着增加了1.5、1.2、1.0、1.0倍。选择THI或温度来监视农场环境必须取决于特定农场和情况。在我们的研究条件下,仅使用最高温度就可以提供有关THI变量提供的信息的新观点。

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