Phenotypic analysis of heat stress in Holsteins using test-day production records and NASA POWER meteorological data
ABSTRACT: Weather station data and test-day production records can be combined to quantify the effects of heat stress on production traits in dairy cattle. However, meteorological data sets that are retrieved from ground-based weather stations can be limited by spatial and temporal data gaps. The Na...
| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
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Elsevier
2023-02-01
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| Series: | Journal of Dairy Science |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S0022030222007494 |
| _version_ | 1797946393644498944 |
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| author | Paige L. Rockett I.L. Campos C.F. Baes D. Tulpan F. Miglior F.S. Schenkel |
| author_facet | Paige L. Rockett I.L. Campos C.F. Baes D. Tulpan F. Miglior F.S. Schenkel |
| author_sort | Paige L. Rockett |
| collection | DOAJ |
| description | ABSTRACT: Weather station data and test-day production records can be combined to quantify the effects of heat stress on production traits in dairy cattle. However, meteorological data sets that are retrieved from ground-based weather stations can be limited by spatial and temporal data gaps. The National Aeronautics and Space Administration Prediction of Worldwide Energy Resources (NASA POWER) database provides meteorological data over regions where surface measurements are sparse or nonexistent. The first aim of this study was to determine whether NASA POWER data are a viable alternative resource of weather data for studying heat stress in Canadian Holsteins. The results showed that average, minima, and maxima ambient temperature and dewpoint temperature as well as 4 different types of temperature-humidity index (THI) values from NASA POWER were highly correlated to the corresponding values from weather stations (regression R2 > 0.80). However, the NASA POWER values for the daily average, minima, and maxima wind speed and relative humidity were poorly correlated to the corresponding weather station values (regression R2 = 0.10 to 0.49). The second aim of this study was to quantify the influence of heat stress on Canadian dairy cattle. This was achieved by determining the THI values at which milk, protein, and fat yield started to decline due to heat stress as well as the rates of decline in these traits after the respective thresholds, using segmented polynomial regression models. This was completed for both primiparous and multiparous cows from 5 regions in Canada (Ontario, Quebec, British Columbia, the Prairies, and the Atlantic Maritime). The results showed that all production traits were negatively affected by heat stress and that the patterns of responses for milk, fat, and protein yields to increasing THI differed from each other. We found 3 THI thresholds for milk yield, 1 for fat yield, and 2 for protein yield. All thresholds marked a change in rate of decrease in production yield per unit THI, except for the first milk yield threshold, which marked a greater rate of increase. The first thresholds for milk yield ranged between 47 and 50, the second thresholds ranged between 61 and 69, and the third thresholds ranged between 72 and 76 THI units. The single THI threshold for fat yield ranged between 48 and 55 THI units. Finally, the first and second thresholds ranged between 58 and 62 THI units and 72 and 73 THI units for protein yield, respectively. |
| first_indexed | 2024-04-10T21:10:19Z |
| format | Article |
| id | doaj.art-d5a548ef14dd453d80026ffac712e330 |
| institution | Directory Open Access Journal |
| issn | 0022-0302 |
| language | English |
| last_indexed | 2024-04-10T21:10:19Z |
| publishDate | 2023-02-01 |
| publisher | Elsevier |
| record_format | Article |
| series | Journal of Dairy Science |
| spelling | doaj.art-d5a548ef14dd453d80026ffac712e3302023-01-21T04:20:01ZengElsevierJournal of Dairy Science0022-03022023-02-01106211421158Phenotypic analysis of heat stress in Holsteins using test-day production records and NASA POWER meteorological dataPaige L. Rockett0I.L. Campos1C.F. Baes2D. Tulpan3F. Miglior4F.S. Schenkel5Centre for Genetic Improvement of Livestock, Department of Animal Biosciences, University of Guelph, Ontario, Canada N1G-2W1; Corresponding authorCentre for Genetic Improvement of Livestock, Department of Animal Biosciences, University of Guelph, Ontario, Canada N1G-2W1Centre for Genetic Improvement of Livestock, Department of Animal Biosciences, University of Guelph, Ontario, Canada N1G-2W1; Institute of Genetics, Vetsuisse Faculty, University of Bern, Switzerland 3001Centre for Genetic Improvement of Livestock, Department of Animal Biosciences, University of Guelph, Ontario, Canada N1G-2W1Centre for Genetic Improvement of Livestock, Department of Animal Biosciences, University of Guelph, Ontario, Canada N1G-2W1Centre for Genetic Improvement of Livestock, Department of Animal Biosciences, University of Guelph, Ontario, Canada N1G-2W1ABSTRACT: Weather station data and test-day production records can be combined to quantify the effects of heat stress on production traits in dairy cattle. However, meteorological data sets that are retrieved from ground-based weather stations can be limited by spatial and temporal data gaps. The National Aeronautics and Space Administration Prediction of Worldwide Energy Resources (NASA POWER) database provides meteorological data over regions where surface measurements are sparse or nonexistent. The first aim of this study was to determine whether NASA POWER data are a viable alternative resource of weather data for studying heat stress in Canadian Holsteins. The results showed that average, minima, and maxima ambient temperature and dewpoint temperature as well as 4 different types of temperature-humidity index (THI) values from NASA POWER were highly correlated to the corresponding values from weather stations (regression R2 > 0.80). However, the NASA POWER values for the daily average, minima, and maxima wind speed and relative humidity were poorly correlated to the corresponding weather station values (regression R2 = 0.10 to 0.49). The second aim of this study was to quantify the influence of heat stress on Canadian dairy cattle. This was achieved by determining the THI values at which milk, protein, and fat yield started to decline due to heat stress as well as the rates of decline in these traits after the respective thresholds, using segmented polynomial regression models. This was completed for both primiparous and multiparous cows from 5 regions in Canada (Ontario, Quebec, British Columbia, the Prairies, and the Atlantic Maritime). The results showed that all production traits were negatively affected by heat stress and that the patterns of responses for milk, fat, and protein yields to increasing THI differed from each other. We found 3 THI thresholds for milk yield, 1 for fat yield, and 2 for protein yield. All thresholds marked a change in rate of decrease in production yield per unit THI, except for the first milk yield threshold, which marked a greater rate of increase. The first thresholds for milk yield ranged between 47 and 50, the second thresholds ranged between 61 and 69, and the third thresholds ranged between 72 and 76 THI units. The single THI threshold for fat yield ranged between 48 and 55 THI units. Finally, the first and second thresholds ranged between 58 and 62 THI units and 72 and 73 THI units for protein yield, respectively.http://www.sciencedirect.com/science/article/pii/S0022030222007494heat stressweather stationsNASA POWERtemperature-humidity index (THI) |
| spellingShingle | Paige L. Rockett I.L. Campos C.F. Baes D. Tulpan F. Miglior F.S. Schenkel Phenotypic analysis of heat stress in Holsteins using test-day production records and NASA POWER meteorological data Journal of Dairy Science heat stress weather stations NASA POWER temperature-humidity index (THI) |
| title | Phenotypic analysis of heat stress in Holsteins using test-day production records and NASA POWER meteorological data |
| title_full | Phenotypic analysis of heat stress in Holsteins using test-day production records and NASA POWER meteorological data |
| title_fullStr | Phenotypic analysis of heat stress in Holsteins using test-day production records and NASA POWER meteorological data |
| title_full_unstemmed | Phenotypic analysis of heat stress in Holsteins using test-day production records and NASA POWER meteorological data |
| title_short | Phenotypic analysis of heat stress in Holsteins using test-day production records and NASA POWER meteorological data |
| title_sort | phenotypic analysis of heat stress in holsteins using test day production records and nasa power meteorological data |
| topic | heat stress weather stations NASA POWER temperature-humidity index (THI) |
| url | http://www.sciencedirect.com/science/article/pii/S0022030222007494 |
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