Exploration of factors determining milk production by Holstein cows raised on a dairy farm in a temperate climate area
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In this study, we examined factors that affected milk production by cows raised in a temperate climate area. We conducted this study on a large dairy farm containing approximately 2000 Holstein cows, located in a temperate climate area. We collected 7803 calving records for 4069 cows from 2012 to 2016. We then assessed the effect of hot weather on milk yield by examining three climate factors: season, maximum temperature (MAX), and the temperature and humidity index (THI). We found that increases in heat stress caused linear decreases in milk yield (P < 0.05). Additionally, the effects of the three climate factors on milk yield varied depending on cow parity and days open (P < 0.05). Thus, management procedures should consider cow parity and lactating stage to minimize the negative effects of heat stress on milk production. We also found that the lowest Akaike information criterion value was obtained in our model when using THI for 305-day milk yield. This suggests that THI is a more accurate variable for evaluating heat stress than MAX or season.
KeywordsHeat stress 305-day milk yield Number of days open
The authors thank the producers and farm staff for their cooperation with this project. We thank Edanz Group (www.edanzediting.com/ac) for editing a draft of this manuscript.
This research was supported by a grant (The Research Project for The Future Agricultural Production Utilizing Artificial Intelligence; grant no. ai01) from the Project of the Bio-oriented Technology Research Advancement Institution, NARO.
Compliance with ethical standards
Conflict of interest
None of the authors of this paper has a financial or personal relationship with other people or organizations that could inappropriately influence or bias the content of the paper.
- Akaike, H., 1973. Information theory and an extension of the maximum likelihood principle. In B.N. Petrov, and F. Csáki (Eds.), 2nd International Symposium on Information Theory, Académiai Kiado, Budapest, 267–281.Google Scholar
- Ghavi Hossein-Zadeh, N., Mohit, A. and Azad, N., 2013. Effect of temperature-humidity index on productive and reproductive performances of Iranian Holstein cows, Iranian Journal of Veterinary Research, 14(2), 106–112.Google Scholar
- Hokkaido Dairy Milk Recording and Testing Association. 2016. The 305 day performance of dairy cattle. http://www.hmrt.or.jp/pdf/kentei/2016_305kotai.pdf. Accessed 14.11.17.
- Mellado, M., Antonio-Chirino, E., Meza-Herrera, C., Veliz, F.G., Arevalo, J.R. and Mellado, J., 2011. Effects of lactation number, year, and season of initiation of lactation on milk yield of cows hormonally induced into lactation and treated with recombinant bovine somatotropin, Journal of Dairy Science, 94, 4524–4530.CrossRefGoogle Scholar
- Mellado, M., López, R., de Santiago, Á., Veliz, F.G., Macías-Cruz, U., Avendaño-Reyes, L. and García, J.E., 2016. Climatic conditions, twining and frequency of milking as factors affecting the risk of fetal losses in high-yielding Holstein cows in a hot environment, Tropical Animal Health and Production, 48, 1247–1252.CrossRefGoogle Scholar
- Santolaria, P., López-Gatius, F., García-Ispierto, I., Bech-Sàbat, G., Angulo, E., Carretero, T., Sánchez-Nadal, J.A. and Yániz, J., 2010. Effects of cumulative stressful and acute variation episodes of farm climate conditions on late embryo/early fetal loss in high producing dairy cows, International Journal of Biometeorology, 54(1), 93–98.CrossRefGoogle Scholar