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Effect of Heat Stress on Nonreturn Rate in Holsteins: Fixed-Model Analyses

机译:固定模型分析热应力对荷斯坦牛单归率的影响

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The objective of this study was to examine the relationship between reproductive traits and heat stress. Nonreturn rate at 45 d (NR45) was analyzed in a fixed-effect model that included the temperature-humidity index (THI) from a nearby weather station as a measurement of heat stress. Data consisted of 150,200 first inseminations at first and later parities of 110,860 Hoi-stein cows from 550 herds in Georgia, Tennessee, and Florida with weather information from 16 weather stations. THI on the day of the insemination, 2 d prior, 5 d prior, 5, 10, 20, and 30 d after insemination were studied as independent variables. The THI on the day of insemination showed the highest effect on NR45, followed by 2 d prior, 5 d prior, and 5 d after insemination, but no relationship was found with THI at 10, 20, and 30 d after insemination. NR45 showed a decrease of 0.005 per unit increase in THI on the day of insemination for THI >68. First and later parities presented similar thresholds but responded differently to an increase in THI, with NR45 being significantly lower and more susceptible to increases of THI in cows in their first parity than in later parities (0.008 vs. 0.005 decrease). Threshold for sensitivity to heat stress changed with the states, with Florida, Georgia, and Tennessee having thresholds of 70, 70, and 66, respectively. The decrease in NR45 per unit increase of THI was 0.007, 0.005, and 0.006 for Florida, Georgia, and Tennessee, respectively. With respect to only the Florida data, the final fixed-effect model used was NR45 = herd(year) + month(year) + month(year) + age(parity) + days in milk + l00d milk + THI + error. Animals with more than 150 d in milk (DIM) had a 0.16 lower NR45 than animals with less than 60 DIM at insemination. Lower milk-producing animals showed 0.08 higher NR45 than higher-producing animals. A difference of 0.10 in NR45 was observed between THI lower than 70 and THI 84. This variation in NR45 caused by THI changes is sufficient to merit further studies to examine genetic components of heat tolerance for this trait.
机译:这项研究的目的是研究生殖性状与热应激之间的关系。在固定效应模型中分析了45 d时的单向返回率(NR45),该模型包括附近气象站的温度-湿度指数(THI)作为热应力的度量。数据包括来自佐治亚州,田纳西州和佛罗里达州550个牧群的110,860头海产奶牛的150,200头第一次和以后的胎次,以及来自16个气象站的天气信息。研究了授精当天THI,授精前2 d,授精前5 d,授精后5、10、20和30 d作为独立变量。人工授精当天的THI对NR45的影响最大,其次为授精前2 d,5 d之前和5 d,但在授精后10、20和30 d与THI无关。在THI> 68时,NR45在受精当天显示每单位THI降低0.005。头胎和后胎的阈值相似,但是对THI升高的反应不同,与后胎相比,NR45显着降低,并且与前胎相比,母牛的THI升高更容易受到THI升高的影响(0.008对0.005降低)。对热应力敏感度的阈值随州而变化,佛罗里达州,乔治亚州和田纳西州的阈值分别为70、70和66。佛罗里达州,乔治亚州和田纳西州每单位THI升高,NR45的降低分别为0.007、0.005和0.006。仅就佛罗里达州数据而言,最终使用的固定效应模型为NR45 =牛群(年)+月(年)+月(年)+年龄(平价)+牛奶天数+ 100 d牛奶+ THI +误差。授乳时间大于150 d的动物的NR45低于授乳时间小于60 DIM的动物。产奶量较低的动物比产奶量较高的动物显示NR45高0.08。低于70的THI与84的THI之间的NR45差异为0.10。由THI变化引起的NR45差异足以值得进一步研究以研究耐热性的遗传成分。

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