The Relative Importance of Herbage Nutritive Value and Climate in Determining Daily Performance per Cow in a Pasture-Based Dairy Farm
The objective of this study was to assess the relative importance of herbage nutritive value (NV), herbage quantity and climate-related factors in determining daily performance per cow in a pasture-based dairy farm. Data on milk production, live weight, body condition score, weather, herbage NV and...
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doaj-784a9a96d4a7469c98f81276672669bf2021-06-01T00:03:05ZengMDPI AGAgriculture2077-04722021-05-011144444410.3390/agriculture11050444The Relative Importance of Herbage Nutritive Value and Climate in Determining Daily Performance per Cow in a Pasture-Based Dairy FarmFederico Duranovich0Nicola Shadbolt1Ina Draganova2Nicolas López-Villalobos3Ian Yule4Stephen Morris5School of Agriculture and Environment, College of Sciences, Massey University, Private Bag 11-222, Palmerston North 4442, New ZealandSchool of Agriculture and Environment, College of Sciences, Massey University, Private Bag 11-222, Palmerston North 4442, New ZealandSchool of Agriculture and Environment, College of Sciences, Massey University, Private Bag 11-222, Palmerston North 4442, New ZealandSchool of Agriculture and Environment, College of Sciences, Massey University, Private Bag 11-222, Palmerston North 4442, New ZealandMassey AgriFood Digital Lab, School of Food and Advanced Technology, College of Sciences, Massey University, Private Bag 11-222, Palmerston North 4442, New ZealandSchool of Agriculture and Environment, College of Sciences, Massey University, Private Bag 11-222, Palmerston North 4442, New ZealandThe objective of this study was to assess the relative importance of herbage nutritive value (NV), herbage quantity and climate-related factors in determining daily performance per cow in a pasture-based dairy farm. Data on milk production, live weight, body condition score, weather, herbage NV and herbage quantity were regularly collected from August 2016 to April 2017 and from July 2017 to April 2018 at Dairy 1, Massey University, Palmerston North, New Zealand. Data were analyzed using multiple linear regression. Results indicated herbage NV was of higher relative importance in explaining the variation in performance per cow than herbage quantity and climate factors. The relative importance of the interaction between herbage metabolizable energy (ME) and crude protein (CP) on explaining variation in yields of milk, fat and protein was high (0.11 ≤ R<sup>2</sup> ≤ 0.15). Herbage ME was of high relative importance in determining milk urea and body condition score, while neutral detergent fiber was a key driver of milk urea and liveweight (0.12 ≤ R<sup>2</sup> ≤ 0.16). The quantity of herbage supplied at Dairy 1 might have been high enough to not limit cow performance. Developing feeding strategies aimed at improving the efficiency of cow feeding by exploiting the daily variation in herbage NV to better match supply and demand of nutrients may be useful to improve the overall performance per cow of pasture-based dairy farms.https://www.mdpi.com/2077-0472/11/5/444herbage nutritive valueherbage quantityclimategrazing cow performancepasture-based dairy farming |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Federico Duranovich Nicola Shadbolt Ina Draganova Nicolas López-Villalobos Ian Yule Stephen Morris |
spellingShingle |
Federico Duranovich Nicola Shadbolt Ina Draganova Nicolas López-Villalobos Ian Yule Stephen Morris The Relative Importance of Herbage Nutritive Value and Climate in Determining Daily Performance per Cow in a Pasture-Based Dairy Farm Agriculture herbage nutritive value herbage quantity climate grazing cow performance pasture-based dairy farming |
author_facet |
Federico Duranovich Nicola Shadbolt Ina Draganova Nicolas López-Villalobos Ian Yule Stephen Morris |
author_sort |
Federico Duranovich |
title |
The Relative Importance of Herbage Nutritive Value and Climate in Determining Daily Performance per Cow in a Pasture-Based Dairy Farm |
title_short |
The Relative Importance of Herbage Nutritive Value and Climate in Determining Daily Performance per Cow in a Pasture-Based Dairy Farm |
title_full |
The Relative Importance of Herbage Nutritive Value and Climate in Determining Daily Performance per Cow in a Pasture-Based Dairy Farm |
title_fullStr |
The Relative Importance of Herbage Nutritive Value and Climate in Determining Daily Performance per Cow in a Pasture-Based Dairy Farm |
title_full_unstemmed |
The Relative Importance of Herbage Nutritive Value and Climate in Determining Daily Performance per Cow in a Pasture-Based Dairy Farm |
title_sort |
relative importance of herbage nutritive value and climate in determining daily performance per cow in a pasture-based dairy farm |
publisher |
MDPI AG |
series |
Agriculture |
issn |
2077-0472 |
publishDate |
2021-05-01 |
description |
The objective of this study was to assess the relative importance of herbage nutritive value (NV), herbage quantity and climate-related factors in determining daily performance per cow in a pasture-based dairy farm. Data on milk production, live weight, body condition score, weather, herbage NV and herbage quantity were regularly collected from August 2016 to April 2017 and from July 2017 to April 2018 at Dairy 1, Massey University, Palmerston North, New Zealand. Data were analyzed using multiple linear regression. Results indicated herbage NV was of higher relative importance in explaining the variation in performance per cow than herbage quantity and climate factors. The relative importance of the interaction between herbage metabolizable energy (ME) and crude protein (CP) on explaining variation in yields of milk, fat and protein was high (0.11 ≤ R<sup>2</sup> ≤ 0.15). Herbage ME was of high relative importance in determining milk urea and body condition score, while neutral detergent fiber was a key driver of milk urea and liveweight (0.12 ≤ R<sup>2</sup> ≤ 0.16). The quantity of herbage supplied at Dairy 1 might have been high enough to not limit cow performance. Developing feeding strategies aimed at improving the efficiency of cow feeding by exploiting the daily variation in herbage NV to better match supply and demand of nutrients may be useful to improve the overall performance per cow of pasture-based dairy farms. |
topic |
herbage nutritive value herbage quantity climate grazing cow performance pasture-based dairy farming |
url |
https://www.mdpi.com/2077-0472/11/5/444 |
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