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Assessing climatic effects on milk yield traits using sinusoidal modelling in dairy cows.
G Bittante1, G J Martínez-Marín2, H Toledo-Alvarado3
1Department of Agronomy, Food, Natural Resources, Animals and Environment (DAFNAE), University of Padova (Padua), viale dell'Università 16, 35020 Legnaro (PD), Italy.
Summary
Climatic variations impact dairy cow production, with sinusoidal functions (SIN-F) modeling seasonal changes. Mid-term deviations from SIN-F can indicate heat stress effects on milk yield and composition.
Area of Science:
- Animal Science
- Environmental Science
- Dairy Production
Background:
- Climatic variations significantly affect dairy cow productivity and well-being.
- Understanding these effects is crucial for sustainable dairy farming practices.
Purpose of the Study:
- To adapt sinusoidal functions (SIN-F) for describing circannual variations in climate and dairy cow production traits.
- To compare SIN-F application across different farm types (plains vs. hills/mountains) and dairy breeds.
- To evaluate mid-term deviations from SIN-F as indicators of heat stress.
Main Methods:
- Utilized data from 39 weather stations and 65,883 test-day records from 117 herds.
- Applied sinusoidal functions (SIN-F) to model circannual variations in daily milk yield (dMY), fat (FAT%), and protein (PROT%).
- Analyzed herd, stage of lactation, parity, year, altitude, and breed effects on milk traits.
Main Results:
- Herd and lactation stage were major sources of variation in milk traits. SIN-F explained 2.4-12.8% of long-term variation, while mid-term deviations accounted for 0.4-2%.
- Milk fat and protein peaked in winter and nadired in summer, with dMY peaking later. Plains herds showed greater dMY variation than hills/mountains herds.
- Simmental and Brown Swiss breeds exhibited smaller milk yield amplitude and delayed SIN-F compared to Holsteins, suggesting greater climate resilience.
Conclusions:
- Circannual SIN-F and its variations are effective tools for assessing climatological impacts on dairy production.
- Mid-term deviations from SIN-F, particularly during summer, can serve as indicators of heat stress in dairy cows.
- The study highlights breed and farm type differences in response to climatic variations, informing management strategies.
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