Literature DB >> 32334220

Modern Holstein-origin dairy cows within grassland-based systems partition more feed nitrogen into milk and excrete less in manure.

Xianjiang Chen1, Graham Finney2, Huiru Zheng3, Haiying Wang3, Alan W Gordon4, Conrad P Ferris2, Elizabeth Magowan2, Tianhai Yan5.   

Abstract

The objective was to determine whether modern Holstein-origin dairy cows, when managed within grassland-based systems, partitioned more feed nitrogen (N) into milk and excreted less in manure, in comparison to an earlier population of Holstein-origin dairy cows. Data used were collated from total diet digestibility studies undertaken in Northern Ireland from 1990 to 2002 (old dataset, n = 538) and from 2005 to 2019 (new dataset, n = 476), respectively. An analysis of variance indicated that cows in the new dataset partitioned a significantly higher proportion of consumed N into milk and excreted a lower proportion in urine and total manure, compared to cows in the old dataset. A second analysis using the linear regression revealed that in comparison to the old dataset, the new dataset had a lower slope in the relationship between N intake and N excretion in urine or total manure, while a higher slope in the relationship between N intake and milk N output. A third analysis used the combined data from both datasets to examine if there was a relationship between experimental year and N utilization efficiency. Across the period from 1990 to 2019, urine N/N intake and manure N/N intake significantly decreased, while milk N/N intake increased. These results indicate that modern Holstein-origin dairy cows utilize consumed N more efficiently than earlier populations. Thus, N excretion is likely to be overestimated if models developed from the old data are used to predict N excretion for modern dairy herds. Therefore, the final part of analysis involved using the new dataset to develop prediction models for N excretion based on N intake and farm level data (milk yield, live weight and dietary N concentration). These updated models can be used to estimate N excretion from modern Holstein-origin dairy cows within grassland-based dairy systems.
Copyright © 2020 Elsevier B.V. All rights reserved.

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Keywords:  Grassland-based system; Holstein-origin cow; Manure nitrogen; Milk nitrogen; Prediction equation

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Year:  2020        PMID: 32334220     DOI: 10.1016/j.scitotenv.2020.138561

Source DB:  PubMed          Journal:  Sci Total Environ        ISSN: 0048-9697            Impact factor:   7.963


  1 in total

1.  Can machine learning algorithms perform better than multiple linear regression in predicting nitrogen excretion from lactating dairy cows.

Authors:  Xianjiang Chen; Huiru Zheng; Haiying Wang; Tianhai Yan
Journal:  Sci Rep       Date:  2022-07-21       Impact factor: 4.996

  1 in total

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