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Segura C, Neal AL, Castro-Sardiňa L, Harris P, Rivero MJ, Cardenas LM, Irisarri JGN. Comparison of direct and indirect soil organic carbon prediction at farm field scale. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2024; 365:121573. [PMID: 38936020 DOI: 10.1016/j.jenvman.2024.121573] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/10/2024] [Revised: 06/05/2024] [Accepted: 06/19/2024] [Indexed: 06/29/2024]
Abstract
To advance sustainable and resilient agricultural management policies, especially during land use changes, it is imperative to monitor, report, and verify soil organic carbon (SOC) content rigorously to inform its stock. However, conventional methods often entail challenging, time-consuming, and costly direct soil measurements. Integrating data from long-term experiments (LTEs) with freely available remote sensing (RS) techniques presents exciting prospects for assessing SOC temporal and spatial change. The objective of this study was to develop a low-cost, field-based statistical model that could be used as a decision-making aid to understand the temporal and spatial variation of SOC content in temperate farmland under different land use and management. A ten-year dataset from the North Wyke Farm Platform, a 20-field, LTE system established in southwestern England in 2010, was used as a case study in conjunction with an RS dataset. Linear, additive and mixed regression models were compared for predicting SOC content based upon combinations of environmental variables that are freely accessible (termed open) and those that require direct measurement or farmer questionnaires (termed closed). These included an RS-derived Ecosystem Services Provision Index (ESPI), topography (slope, aspect), weather (temperature, precipitation), soil (soil units, total nitrogen [TN], pH), and field management practices. Additive models (specifically Generalised Additive Models (GAMs)) were found to be the most effective at predicting space-time SOC variability. When the combined open and closed factors (excluding TN) were considered, significant predictors of SOC were: management related to ploughing being the most important predictor, soil unit (class), aspect, and temperature (GAM fit with a normalised RMSE = 9.1%, equivalent to 0.4% of SOC content). The relative strength of the best-fitting GAM with open data only, which included ESPI, aspect, and slope (normalised RMSE = 13.0%, equivalent to 0.6% of SOC content), suggested that this more practical and cost-effective model enables sufficiently accurate prediction of SOC.
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Affiliation(s)
- C Segura
- Rothamsted Research North Wyke, Okehampton, Devon, EX20 2SB, UK.
| | - A L Neal
- Rothamsted Research North Wyke, Okehampton, Devon, EX20 2SB, UK
| | - L Castro-Sardiňa
- IFEVA, Universidad de Buenos Aires, CONICET, Facultad de Agronomía, Buenos Aires, Argentina
| | - P Harris
- Rothamsted Research North Wyke, Okehampton, Devon, EX20 2SB, UK
| | - M J Rivero
- Rothamsted Research North Wyke, Okehampton, Devon, EX20 2SB, UK
| | - L M Cardenas
- Rothamsted Research North Wyke, Okehampton, Devon, EX20 2SB, UK
| | - J G N Irisarri
- Rothamsted Research North Wyke, Okehampton, Devon, EX20 2SB, UK
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Cooke AS, Mullan S, Morten C, Hockenhull J, Le Grice P, Le Cocq K, Lee MRF, Cardenas LM, Rivero MJ. Comparison of the welfare of beef cattle in housed and grazing systems: hormones, health, and behaviour. THE JOURNAL OF AGRICULTURAL SCIENCE 2023; 161:450-463. [PMID: 37641790 PMCID: PMC7614983 DOI: 10.1017/s0021859623000357] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/31/2023]
Abstract
Animal welfare encompasses all aspects of an animal's life and the interactions between animals. Consequently, welfare must be measured across a variety of factors that consider aspects such as health, behaviour, and mental state. Decisions regarding housing and grazing are central to farm management. In this study, two beef cattle systems and their herds were compared from weaning to slaughter across numerous indicators. One herd ("HH") were continuously housed, the other ("HG") were housed only during winter. Inspections of animals were conducted to assess body condition, cleanliness, diarrhoea, hairlessness, nasal discharge, and ocular discharge. Hair and nasal mucus samples were taken for quantification of cortisol and serotonin. Qualitative behaviour assessments (QBA) were also conducted and performance monitored. Physical health indicators were similar between herds with the exception of nasal discharge which was more prevalent in HH (P < 0.001). During winter, QBA yielded differences between herds over PC1 (arousal) (P = 0.032), but not PC2 (mood) (P = 0.139). Through summer, there was a strong difference across both PC1 (P < 0.001) and PC2 (P = 0.002), with HG exhibiting more positive behaviour. A difference was found in hair cortisol levels, with the greatest concentrations observed in HG (P = 0.011), however such a pattern was not seen for nasal mucus cortisol, or for serotonin. Overall, providing summer grazing (HG) appeared to afford welfare benefits to the cattle as shown with more positive QBA assessments, but also slightly better health indicators, notwithstanding the higher levels of cortisol in that group.
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Affiliation(s)
- A. S. Cooke
- School of Life Sciences, College of Science, University of Lincoln, Lincoln, UK
- Net Zero and Resilient Farming, Rothamsted Research, Okehampton, UK
| | - S. Mullan
- UCD School of Veterinary Medicine, University College Dublin, Dublin, Ireland
- Bristol Veterinary School, University of Bristol, Bristol, UK
| | - C. Morten
- Net Zero and Resilient Farming, Rothamsted Research, Okehampton, UK
| | - J. Hockenhull
- Bristol Veterinary School, University of Bristol, Bristol, UK
| | - P. Le Grice
- Net Zero and Resilient Farming, Rothamsted Research, Okehampton, UK
| | - K. Le Cocq
- Net Zero and Resilient Farming, Rothamsted Research, Okehampton, UK
- School of Sustainable Food and Farming, Harper Adams University, Edgmond, UK
| | - M. R. F. Lee
- Net Zero and Resilient Farming, Rothamsted Research, Okehampton, UK
- Bristol Veterinary School, University of Bristol, Bristol, UK
- School of Sustainable Food and Farming, Harper Adams University, Edgmond, UK
| | - L. M. Cardenas
- Net Zero and Resilient Farming, Rothamsted Research, Okehampton, UK
| | - M. J. Rivero
- Net Zero and Resilient Farming, Rothamsted Research, Okehampton, UK
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Cooke AS, Le-Grice P, McAuliffe GA, Lee MRF, Rivero MJ. Rethinking efficiency: Growth curves as a proxy for inputs and impacts in finishing beef systems. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2022; 324:116418. [PMID: 36352719 DOI: 10.1016/j.jenvman.2022.116418] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/06/2022] [Revised: 09/29/2022] [Accepted: 09/29/2022] [Indexed: 06/16/2023]
Abstract
Quantifying and improving efficiency within beef systems is essential for economic and environmental sustainability. The industry standard for assessing efficiency is liveweight gain per day, however, this metric is limited in that it values each day of a growing animal's life as equally costly, despite the increasing maintenance requirements, inputs, and emissions associated with increasing liveweight. Quantifying the area under the growth curve (AUC) considers both time and liveweight as a cost and therefore may hold potential as a better estimate of cost, impact, and efficiency in beef systems. Liveweight data was taken from 439 finishing beef cattle split across three herds grazing on different pastures, known as 'farmlets'. Analysis was conducted in three parts: [1] Validation of AUC as a proxy for costs using data from a sub-set of 87 animals that had been part of a previous life cycle assessment (LCA) study in which dry matter intake (DMI), methane emissions (CH4), and nitrous oxide emissions (N2O) were calculated. [2] Calculation of AUC relative to liveweight gain (LWG AUC-1) and comparison of that metric against the industry standard of liveweight gain per day (LWG day-1). [3] Assessment of how LWG AUC-1 varied with breed, sex, and management. When comparing to LCA results, AUC correlated significantly with DMI (r = 0.886), CH4 (r = 0.788) and N2O (r = 0.575) emissions. Over the full dataset, there was a negative non-linear relationship between LWG AUC-1 and slaughter age (r = -0.809). There was a significant difference in LWG AUC-1 between breeds (p = 0.046) and farmlets (p = 0.028), but not sex (p = 0.388). LWG AUC-1 has the potential to act as a proxy for feed intake and emissions. In that regard it is superior to LWG day-1, whilst requiring no additional data. Results highlighted the decreasing efficiency of beef cattle over time and the potential benefits of earlier slaughter. The use of LWG AUC-1 could allow farmers to improve their understanding of efficiency within their herds, aiding informed management decision making.
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Affiliation(s)
- Andrew S Cooke
- Net Zero and Resilient Farming, Rothamsted Research, North Wyke, Okehampton, Devon, EX20 2SB, UK; School of Life Sciences, College of Science, University of Lincoln, Lincoln, LN6 7TS, UK.
| | - Phil Le-Grice
- Net Zero and Resilient Farming, Rothamsted Research, North Wyke, Okehampton, Devon, EX20 2SB, UK
| | - Graham A McAuliffe
- Net Zero and Resilient Farming, Rothamsted Research, North Wyke, Okehampton, Devon, EX20 2SB, UK
| | - Michael R F Lee
- Net Zero and Resilient Farming, Rothamsted Research, North Wyke, Okehampton, Devon, EX20 2SB, UK; Harper Adams University, Edgmond, Newport, TF10 8NB, UK; Bristol Veterinary School, University of Bristol, Bristol, BS40 5DU, UK
| | - M Jordana Rivero
- Net Zero and Resilient Farming, Rothamsted Research, North Wyke, Okehampton, Devon, EX20 2SB, UK.
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Cooke AS, Mullan SM, Morten C, Hockenhull J, Lee MRF, Cardenas LM, Rivero MJ. V-QBA vs. QBA—How Do Video and Live Analysis Compare for Qualitative Behaviour Assessment? Front Vet Sci 2022; 9:832239. [PMID: 35372536 PMCID: PMC8966882 DOI: 10.3389/fvets.2022.832239] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2021] [Accepted: 01/20/2022] [Indexed: 11/20/2022] Open
Abstract
Animal welfare is an inextricable part of livestock production and sustainability. Assessing welfare, beyond physical indicators of health, is challenging and often relies on qualitative techniques. Behaviour is a key component of welfare to consider and Qualitative Behaviour Assessment (QBA) aims to achieve this by systematically scoring behaviour across specific terms. In recent years, numerous studies have conducted QBA by using video footage, however, the method was not originally developed using video and video QBA (V-QBA) requires validation. Forty live QBAs were conducted, by two assessors, on housed beef cattle to help fill this validation gap. Video was recorded over the assessment period and a second video assessment was conducted. Live and video scores for each term were compared for both correlation and significant difference. Principle component analysis (PCA) was then conducted and correlations and differences between QBA and V-QBA for the first two components were calculated. Of the 20 terms, three were removed due to an overwhelming majority of scores of zero. Of the remaining 17 terms, 12 correlated significantly, and a significant pairwise difference was found for one (“Bored”). QBA and V-QBA results correlated across both PC1 (defined as “arousal”) and PC2 (defined as “mood”). Whilst there was no significant difference between the techniques for PC1, there was for PC2, with V-QBA generally yielding lower scores than QBA. Furthermore, based on PC1 and PC2, corresponding QBA and V-QBA scores were significantly closer than would be expected at random. Results found broad agreement between QBA and V-QBA at both univariate and multivariate levels. However, the lack of absolute agreement and muted V-QBA results for PC2 mean that caution should be taken when implementing V-QBA and that it should ideally be treated independently from live QBA until further evidence is published. Future research should focus on a greater variety of animals, environments, and assessors to address further validation of the method.
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Affiliation(s)
- A. S. Cooke
- Department of Sustainable Agriculture Sciences, Rothamsted Research, North Wyke, Okehampton, United Kingdom
- *Correspondence: A. S. Cooke
| | - S. M. Mullan
- UCD School of Veterinary Medicine, University College Dublin, Dublin, Ireland
| | - C. Morten
- Department of Sustainable Agriculture Sciences, Rothamsted Research, North Wyke, Okehampton, United Kingdom
| | - J. Hockenhull
- Bristol Veterinary School, University of Bristol, Bristol, United Kingdom
| | - M. R. F. Lee
- Harper Adams University, Edgmond, United Kingdom
| | - L. M. Cardenas
- Department of Sustainable Agriculture Sciences, Rothamsted Research, North Wyke, Okehampton, United Kingdom
| | - M. J. Rivero
- Department of Sustainable Agriculture Sciences, Rothamsted Research, North Wyke, Okehampton, United Kingdom
- M. J. Rivero
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Jones A, Takahashi T, Fleming H, Griffith B, Harris P, Lee M. Quantifying the value of on-farm measurements to inform the selection of key performance indicators for livestock production systems. Sci Rep 2021; 11:16874. [PMID: 34413417 PMCID: PMC8377011 DOI: 10.1038/s41598-021-96336-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2020] [Accepted: 08/09/2021] [Indexed: 11/09/2022] Open
Abstract
The use of key performance indicators (KPIs) to assist on-farm decision making has long been seen as a promising strategy to improve operational efficiency of agriculture. The potential benefit of KPIs, however, is heavily dependent on the economic relevance of the metrics used, and an overabundance of ambiguously defined KPIs in the livestock industry has disincentivised many farmers to collect information beyond a minimum requirement. Using high-resolution sheep production data from the North Wyke Farm Platform, a system-scale grazing trial in southwest United Kingdom, this paper proposes a novel framework to quantify the information values of industry recommended KPIs, with the ultimate aim of compiling a list of variables to measure and not to measure. The results demonstrated a substantial financial benefit associated with a careful selection of metrics, with top-ranked variables exhibiting up to 3.5 times the information value of those randomly chosen. When individual metrics were used in isolation, ewe weight at lambing had the greatest ability to predict the subsequent lamb value at slaughter, surpassing all mid-season measures representing the lamb's own performance. When information from multiple metrics was combined to inform on-farm decisions, the peak benefit was observed under four metrics, with inclusion of variables beyond this point shown to be detrimental to farm profitability regardless of the combination selected. The framework developed herein is readily extendable to other livestock species, and with minimal modifications to arable and mixed agriculture as well.
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Affiliation(s)
- Andy Jones
- Rothamsted Research, North Wyke, Okehampton, EX20 2SB, Devon, UK.,University of Bristol, Langford, BS40 5DU, Somerset, UK
| | - Taro Takahashi
- Rothamsted Research, North Wyke, Okehampton, EX20 2SB, Devon, UK. .,University of Bristol, Langford, BS40 5DU, Somerset, UK.
| | - Hannah Fleming
- Rothamsted Research, North Wyke, Okehampton, EX20 2SB, Devon, UK
| | - Bruce Griffith
- Rothamsted Research, North Wyke, Okehampton, EX20 2SB, Devon, UK
| | - Paul Harris
- Rothamsted Research, North Wyke, Okehampton, EX20 2SB, Devon, UK
| | - Michael Lee
- Harper Adams University, Newport, TF10 8NB, Shropshire, UK
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Lee MRF, McAuliffe GA, Tweed JKS, Griffith BA, Morgan SA, Rivero MJ, Harris P, Takahashi T, Cardenas L. Nutritional value of suckler beef from temperate pasture systems. Animal 2021; 15:100257. [PMID: 34087691 PMCID: PMC8282502 DOI: 10.1016/j.animal.2021.100257] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2020] [Revised: 04/15/2021] [Accepted: 04/20/2021] [Indexed: 01/10/2023] Open
Abstract
The role of beef in human diets has been questioned over the last few decades, due largely to its typically high mass-based carbon footprint. However, recent advancements in sustainability literature challenge this paradigm based on the new theory that climate impacts of food commodities should be measured relative to their overall nutritional value rather than their nominal mass. This shift has opened a new opportunity for the global beef industry, and especially for pasture-based systems that can avoid food-feed competition for land and other resources, as beef is a nutritionally dense food. Nonetheless, the sector's true capability to supply a wide range of nutrients for humans, consistently across multiple systems under multiple weather patterns, has not been well-documented. Using whole-system datasets from the North Wyke Farm Platform in the South West of England, we investigated the nutritional value of beef produced from the three most common pasture systems in temperate regions: permanent pasture (PP), grass and white clover (GWC) and a short-term monoculture grass ley (MG). Beef produced from these three pasture systems was analysed for key nutrients (fatty acids, minerals and vitamin E) over three production cycles (2015-2017) to determine potential differences between systems. Fatty acid, mineral and vitamin E profiles of the pasture and silage fed to each group were also assessed, with subtle differences between pastures reported. For beef, subtle differences were also observed between systems, with GWC having higher omega-6 polyunsaturated fatty acid (PUFA) concentrations than PP and MG. However, the overall nutritional quality of beef was found to be largely comparable across all systems, suggesting that temperate pasture-based beef can be classified as a single commodity in future sustainability assessments, regardless of specific sward types. A 100 g serving of temperate pasture-based beef was found to be a high source (>20% recommended daily intake: RDI) of protein, monounsaturated fatty acids, saturated fatty acids, vitamins - B2, B3, B12 and minerals - Fe, P, Zn; a good source (10-19% RDI) of vitamin - B6 and mineral - K; and a complementary source (5-9% RDI) of omega-3 PUFA, vitamin - B9 and minerals - Cu, Mg, Se. The nutritional value of a food item should be used in defining its environmental cost (e.g. carbon footprint) to make fair comparisons across different food groups (e.g. protein sources). Here, we showed that pasture-based beef had a nutrient indexed carbon footprint of between 0.19 and 0.23 Kg CO2-eq/1% RDI of key nutrients.
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Affiliation(s)
- M R F Lee
- Rothamsted Research, North Wyke, Okehampton, Devon EX20 2SB, UK; University of Bristol, Bristol Veterinary School, Langford, Somerset S40 5DU, UK.
| | - G A McAuliffe
- Rothamsted Research, North Wyke, Okehampton, Devon EX20 2SB, UK
| | - J K S Tweed
- Aberystwyth University, Institute of Biological, Environmental and Rural Science, Gogerddan, Aberystwyth, Ceredigion SY23 2EB, UK
| | - B A Griffith
- Rothamsted Research, North Wyke, Okehampton, Devon EX20 2SB, UK
| | - S A Morgan
- Rothamsted Research, North Wyke, Okehampton, Devon EX20 2SB, UK
| | - M J Rivero
- Rothamsted Research, North Wyke, Okehampton, Devon EX20 2SB, UK
| | - P Harris
- Rothamsted Research, North Wyke, Okehampton, Devon EX20 2SB, UK
| | - T Takahashi
- Rothamsted Research, North Wyke, Okehampton, Devon EX20 2SB, UK; University of Bristol, Bristol Veterinary School, Langford, Somerset S40 5DU, UK
| | - L Cardenas
- Rothamsted Research, North Wyke, Okehampton, Devon EX20 2SB, UK
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Müller J, Grenzdörffer G, Sweers W. Space use, herbage selection, and animal performance of grazing heifers on a peaty river valley section. JOURNAL OF APPLIED ANIMAL RESEARCH 2021. [DOI: 10.1080/09712119.2021.1946066] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Affiliation(s)
- Jürgen Müller
- Group Grassland and Forage Science, Faculty of Agriculture and Environmental Sciences, University of Rostock, Rostock, Germany
| | - Görres Grenzdörffer
- Group Geodesy and Geoinformatic, Faculty of Agriculture and Environmental Sciences, University of Rostock, Rostock, Germany
| | - Weert Sweers
- Group Grassland and Forage Science, Faculty of Agriculture and Environmental Sciences, University of Rostock, Rostock, Germany
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Broom DM. A method for assessing sustainability, with beef production as an example. Biol Rev Camb Philos Soc 2021; 96:1836-1853. [PMID: 33955119 DOI: 10.1111/brv.12726] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2020] [Revised: 04/14/2021] [Accepted: 04/15/2021] [Indexed: 01/11/2023]
Abstract
A comprehensive approach to decisions about the use of land and other world resources, taking full account of biological and other scientific information, is crucial for good decisions to be made now and in future. The sustainability of systems for producing food and other products is sometimes assessed using too narrow a range of component factors. A production system might be unsustainable because of adverse effects on a wide range of aspects of human welfare, animal welfare, or the environment. All factors should be included in sustainability evaluation, otherwise products or actions might be avoided without adequate consideration of key factors or of the diversity of production systems. A scoring method that is based on scientific information and potentially of general relevance is presented here, using beef production as a example with a review of each of its sustainability components. This includes an overall combined score and specific factors that make the system unacceptable for some consumers. The results show that, in this example, the sustainability of the best systems is very much better than that of the worst systems. By taking account of scores for a wide range of components of sustainability in comparing beef-production systems, better quality policies about beef use can be formulated than when statements referring only to one system are considered. The least sustainable beef-production systems are extensive grazing that causes land degradation and the use of feedlots or indoor housing with grain feeding. Semi-intensive silvopastoral systems are the most sustainable beef-production systems, and well-managed pasture-fed beef from areas where crop production is uneconomic is also sustainable. This simple, scientifically based scoring system could be modified to use positive as well as negative scores and is of value for policy makers, researchers, producers, organisations aiming to improve sustainability, and the general public.
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Affiliation(s)
- Donald M Broom
- Department of Veterinary Medicine, University of Cambridge, Madingley Road, Cambridge, CB3 0ES, U.K
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9
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Ivanova S, Markov N. Investigation of the feed resource for buffalo. ACTA SCIENTIARUM: ANIMAL SCIENCES 2021. [DOI: 10.4025/actascianimsci.v43i1.52493] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Buffaloes make better use of coarse and inferior feed by converting them to biologically valuable animal production. They make very good use of the additional production of crop production, such as straw, sunflower cakes, sprouts and other. The aim is to study the physicochemical and fatty acid composition of the rations of buffalo of the Bulgarian mura breed in a church farm in Gigentsi village, Pernik District. The application of standard methods for the nutrition of buffaloes in separate periods - pastured with succulent fodder, winter (indoor) with coarse fodder, through which the ruminants are provided with the necessary nutritional components, allows to obtain high quality milk as a basic raw material for the production of dairy products. The use of succulent fodder and the incorporation of root crops into the feed instead of the buffalo concentrate provides them with respect to linoleic and alphalinolenic fatty acids, which are substrates for the synthesis of CLA (anticancer action) in rumen of ruminants.
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Jones AG, Fleming H, Griffith BA, Takahashi T, Lee MRF, Harris P. Data to identify key drivers of animal growth and carcass quality for temperate lowland sheep production systems. Data Brief 2021; 35:106977. [PMID: 33869691 PMCID: PMC8042253 DOI: 10.1016/j.dib.2021.106977] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2020] [Revised: 02/24/2021] [Accepted: 03/15/2021] [Indexed: 11/25/2022] Open
Abstract
With the growing demand for animal-sourced foods and a serious concern over climate impacts associated with livestock farming, the sheep industry worldwide faces the formidable challenge of increasing the overall product supply while improving its resource use efficiency. As an evidence base for research to identify key drivers behind animal growth and carcass quality, longitudinal matched data of 741 ewes and 2978 lambs were collected at the North Wyke Farm Platform, a farm-scale grazing trial in Devon, UK, between 2011 and 2019. A subset of these data was subsequently analysed in a study to assess the feasibility of using a lamb's early-life liveweight as a predictor of carcass quality [1]. The data also have the potential to offer insight into key performance indicators (KPIs) for the sheep industry, or what variables farmers should measure and target to increase profitability.
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Affiliation(s)
- A G Jones
- Rothamsted Research, North Wyke, Okehampton, Devon EX20 2SB, UK.,University of Bristol, Bristol Veterinary School, Langford, Somerset BS40 5DU, UK
| | - H Fleming
- Rothamsted Research, North Wyke, Okehampton, Devon EX20 2SB, UK
| | - B A Griffith
- Rothamsted Research, North Wyke, Okehampton, Devon EX20 2SB, UK
| | - T Takahashi
- Rothamsted Research, North Wyke, Okehampton, Devon EX20 2SB, UK.,University of Bristol, Bristol Veterinary School, Langford, Somerset BS40 5DU, UK
| | - M R F Lee
- Harper Adams University, Newport, Shropshire TF10 8NB, UK
| | - P Harris
- Rothamsted Research, North Wyke, Okehampton, Devon EX20 2SB, UK
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Pulley S, Cardenas LM, Grau P, Mullan S, Rivero MJ, Collins AL. Does cattle and sheep grazing under best management significantly elevate sediment losses? Evidence from the North Wyke Farm Platform, UK. JOURNAL OF SOILS AND SEDIMENTS 2021; 21:1875-1889. [PMID: 34720744 PMCID: PMC8550719 DOI: 10.1007/s11368-021-02909-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/18/2020] [Accepted: 02/17/2021] [Indexed: 06/13/2023]
Abstract
PURPOSE Intensive livestock grazing has been associated with an increased risk of soil erosion and concomitant negative impacts on the ecological status of watercourses. Whilst various mitigation options are promoted for reducing livestock impacts, there is a paucity of data on the relationship between stocking rates and quantified sediment losses. This evidence gap means there is uncertainty regarding the cost-benefit of policy preferred best management. METHODS Sediment yields from 15 hydrologically isolated field scale catchments on a heavily instrumented ruminant livestock farm in the south west UK were investigated over ~ 26 months spread across 6 years. Sediment yields were compared to cattle and sheep stocking rates on long-term, winter (November-April), and monthly timescales. The impacts of livestock on soil vegetation cover and bulk density were also examined. Cattle were tracked using GPS collars to determine how grazing related to soil damage. RESULTS No observable impact of livestock stocking rates of 0.15-1.00 UK livestock units (LU) ha-1 for sheep, and 0-0.77 LU ha-1 for cattle on sediment yields was observed at any of the three timescales. Cattle preferentially spent time close to specific fences where soils were visually damaged. However, there was no indication that livestock have a significant effect on soil bulk density on a field scale. Livestock were housed indoors during winters when most rainfall occurs, and best management practices were used which when combined with low erodibility clayey soils likely limited sediment losses. CONCLUSION A combination of clayey soils and soil trampling in only a small proportion of the field areas lead to little impact from grazing livestock. Within similar landscapes with best practice livestock grazing management, additional targeted measures to reduce erosion are unlikely to yield a significant cost-benefit. SUPPLEMENTARY INFORMATION The online version contains supplementary material available at 10.1007/s11368-021-02909-y.
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Affiliation(s)
- S. Pulley
- Sustainable Agriculture Sciences, Rothamsted Research, North Wyke, Okehampton, Devon EX20 2SB UK
| | - L. M. Cardenas
- Sustainable Agriculture Sciences, Rothamsted Research, North Wyke, Okehampton, Devon EX20 2SB UK
| | - P. Grau
- Sustainable Agriculture Sciences, Rothamsted Research, North Wyke, Okehampton, Devon EX20 2SB UK
| | - S. Mullan
- Bristol Veterinary School, University of Bristol, Langford, Somerset BS40 5DU UK
| | - M. J. Rivero
- Sustainable Agriculture Sciences, Rothamsted Research, North Wyke, Okehampton, Devon EX20 2SB UK
| | - A. L. Collins
- Sustainable Agriculture Sciences, Rothamsted Research, North Wyke, Okehampton, Devon EX20 2SB UK
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Zubieta ÁS, Savian JV, de Souza Filho W, Wallau MO, Gómez AM, Bindelle J, Bonnet OJF, de Faccio Carvalho PC. Does grazing management provide opportunities to mitigate methane emissions by ruminants in pastoral ecosystems? THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 754:142029. [PMID: 33254863 DOI: 10.1016/j.scitotenv.2020.142029] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/18/2020] [Revised: 08/26/2020] [Accepted: 08/26/2020] [Indexed: 06/12/2023]
Abstract
Agriculture, and livestock production in particular, is criticized for being a contributor to global environmental change, including emissions of greenhouse gases (GHG). Methane (CH4) from grazing ruminants accounts for most of livestock's carbon footprint because a large share of them are reared under suboptimal grazing conditions, usually resulting in both low herbage intake and animal performance. Consequently, the CH4 quota attributed to animal maintenance is spread across few or no animal outputs, increasing the CH4 intensity [g CH4/kg live weight (LW) gain or g CH4/kg milk yield]. In this review, the generalized idea relating tropical pastures with low quality and intrinsically higher CH4 intensity is challenged by showing evidence that emissions from animals grazing tropical pastures can equal those of temperate grasses. We demonstrate the medium-to-high mitigation potential of some grazing management strategies to mitigate CH4 emissions from grazing ruminants and stress the predominant role that sward canopy structure (e.g., height) has over animal behavioral responses (e.g., intake rate), daily forage intake and resulting CH4 emissions. From this ecological perspective, we identify a grazing management concept aiming to offer the best sward structure that allows animals to optimize their daily herbage intake, creating opportunities to reduce CH4 intensity. We show the trade-off between animal performance and CH4 intensity, stressing that mitigation is substantial when grazing management is conducted under light-to-moderate intensities and optimize herbage intake and animal performance. We conclude that optimizing LW gain of grazing sheep and cattle to a threshold of 0.14 and 0.7 kg/day, respectively, would dramatically reduce CH4 intensity to approximately 0.2 kg CH4/kg LW gain, as observed in some intensive feeding systems. This could represent a mitigation potential of around 55% for livestock commodities in pasture-based systems. Our results offer new insights to the debate concerning mitigation of environmental impacts of pastoral ecosystems.
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Affiliation(s)
- Ángel Sánchez Zubieta
- Grazing Ecology Research Group, Federal University of Rio Grande do Sul, Av. Bento Gonçalves, 7712, Porto Alegre, RS 91540-000, Brazil.
| | - Jean Victor Savian
- Instituto Nacional de Investigación Agropecuaria (INIA). Programa Pasturas y Forrajes. Estación Experimental INIA, Treinta y Tres. Ruta 8 km 281, Treinta y Tres, Uruguay
| | - William de Souza Filho
- Grazing Ecology Research Group, Federal University of Rio Grande do Sul, Av. Bento Gonçalves, 7712, Porto Alegre, RS 91540-000, Brazil
| | - Marcelo Osorio Wallau
- Agronomy Department, University of Florida, 3105 McCarty Hall B, Gainesville, FL 32611, USA
| | - Alejandra Marín Gómez
- Grazing Ecology Research Group, Federal University of Rio Grande do Sul, Av. Bento Gonçalves, 7712, Porto Alegre, RS 91540-000, Brazil; Facultad de Ciencias Agrarias, Departamento de Producción Animal, Universidad Nacional de Colombia, Medellín, Colombia
| | - Jérôme Bindelle
- Precision Livestock and Nutrition Unit, Gembloux Agro-Bio Tech, TERRA, Teaching and Research Centre, University of Liège, Gembloux, Belgium
| | - Olivier Jean François Bonnet
- Grazing Ecology Research Group, Federal University of Rio Grande do Sul, Av. Bento Gonçalves, 7712, Porto Alegre, RS 91540-000, Brazil
| | - Paulo César de Faccio Carvalho
- Grazing Ecology Research Group, Federal University of Rio Grande do Sul, Av. Bento Gonçalves, 7712, Porto Alegre, RS 91540-000, Brazil
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Jones AG, Takahashi T, Fleming H, Griffith BA, Harris P, Lee MRF. Using a lamb's early-life liveweight as a predictor of carcass quality. Animal 2020; 15:100018. [PMID: 33487555 PMCID: PMC8169456 DOI: 10.1016/j.animal.2020.100018] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2020] [Revised: 07/20/2020] [Accepted: 07/28/2020] [Indexed: 11/29/2022] Open
Abstract
The commercial value of lamb carcasses is primarily determined by their weight and quality, with the latter commonly quantified according to muscle coverage and fat depth. The ability to predict these quality scores early in the season could be of substantial value to sheep producers, as this would enable tailored flock management strategies for different groups of animals. Existing methods of carcass quality prediction, however, require either expensive equipment or information immediately before slaughter, leaving them unsuitable as a decision support tool for small to medium-scale enterprises. Using seven-year high-resolution data from the North Wyke Farm Platform, a system-scale grazing trial in Devon, UK, this paper investigates the feasibility of using a lamb's early-life liveweight to predict the carcass quality realised when the animal reaches the target weight. The results of multinomial regression models showed that lambs which were heavier at weaning, at 13 weeks of age, were significantly more likely to have leaner and more muscular carcasses. An economic analysis confirmed that these animals produced significantly more valuable carcasses at slaughter, even after accounting for seasonal variation in lamb price that often favours early finishers. As the majority of heavier-weaned lambs leave the flock before lighter-weaned lambs, an increase in the average weaning weight could also lead to greater pasture availability for ewes in the latter stage of the current season, and thus an enhanced ewe condition and fertility for the next season. All information combined, therefore, a stronger focus on ewes' nutrition before and during lactation was identified as a key to increase system-wide profitability.
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Affiliation(s)
- A G Jones
- Rothamsted Research, North Wyke, Okehampton, Devon, EX20 2SB, UK; University of Bristol, Bristol Veterinary School, Langford, Somerset, BS40 5DU, UK
| | - T Takahashi
- Rothamsted Research, North Wyke, Okehampton, Devon, EX20 2SB, UK; University of Bristol, Bristol Veterinary School, Langford, Somerset, BS40 5DU, UK.
| | - H Fleming
- Rothamsted Research, North Wyke, Okehampton, Devon, EX20 2SB, UK
| | - B A Griffith
- Rothamsted Research, North Wyke, Okehampton, Devon, EX20 2SB, UK
| | - P Harris
- Rothamsted Research, North Wyke, Okehampton, Devon, EX20 2SB, UK
| | - M R F Lee
- Rothamsted Research, North Wyke, Okehampton, Devon, EX20 2SB, UK; University of Bristol, Bristol Veterinary School, Langford, Somerset, BS40 5DU, UK
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McAuliffe G, López-Aizpún M, Blackwell M, Castellano-Hinojosa A, Darch T, Evans J, Horrocks C, Le Cocq K, Takahashi T, Harris P, Lee M, Cardenas L. Elucidating three-way interactions between soil, pasture and animals that regulate nitrous oxide emissions from temperate grazing systems. AGRICULTURE, ECOSYSTEMS & ENVIRONMENT 2020; 300:106978. [PMID: 32943807 PMCID: PMC7307388 DOI: 10.1016/j.agee.2020.106978] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/24/2020] [Revised: 04/06/2020] [Accepted: 04/24/2020] [Indexed: 06/11/2023]
Abstract
Pasture-based livestock farming contributes considerably to global emissions of nitrous oxide (N2O), a powerful greenhouse gas approximately 265 times more potent than carbon dioxide. Traditionally, the estimation of N2O emissions from grasslands is carried out by means of plot-scale experiments, where externally sourced animal excreta are applied to soils to simulate grazing conditions. This approach, however, fails to account for the impact of different sward types on the composition of excreta and thus the functionality of soil microbiomes, creating unrealistic situations that are seldom observed under commercial agriculture. Using three farming systems under contrasting pasture management strategies at the North Wyke Farm Platform, an instrumented ruminant grazing trial in Devon, UK, this study measured N2O emissions from soils treated with cattle urine and dung collected within each system as well as standard synthetic urine shared across all systems, and compared these values against those from two forms of controls with and without inorganic nitrogen fertiliser applications. Soil microbial activity was regularly monitored through gene abundance to evaluate interactions between sward types, soil amendments, soil microbiomes and, ultimately, N2O production. Across all systems, N2O emissions attributable to cattle urine and standard synthetic urine were found to be inconsistent with one another due to discrepancy in nitrogen content. Despite previous findings that grasses with elevated levels of water-soluble carbohydrates tend to generate lower levels of N2O, the soil under high sugar grass monoculture in this study recorded higher emissions when receiving excreta from cattle fed the same grass. Combined together, our results demonstrate the importance of evaluating environmental impacts of agriculture at a system scale, so that the feedback mechanisms linking soil, pasture, animals and microbiomes are appropriately considered.
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Affiliation(s)
- G.A. McAuliffe
- Rothamsted Research, North Wyke, Okehampton, Devon, EX20 2SB, UK
| | - M. López-Aizpún
- Rothamsted Research, North Wyke, Okehampton, Devon, EX20 2SB, UK
| | - M.S.A. Blackwell
- Rothamsted Research, North Wyke, Okehampton, Devon, EX20 2SB, UK
| | - A. Castellano-Hinojosa
- University of Florida, IFAS Southwest Florida Research and Education Center, Immokalee, FL, 34142, USA
| | - T. Darch
- Rothamsted Research, North Wyke, Okehampton, Devon, EX20 2SB, UK
| | - J. Evans
- Rothamsted Research, North Wyke, Okehampton, Devon, EX20 2SB, UK
| | - C. Horrocks
- Rothamsted Research, North Wyke, Okehampton, Devon, EX20 2SB, UK
| | - K. Le Cocq
- Rothamsted Research, North Wyke, Okehampton, Devon, EX20 2SB, UK
| | - T. Takahashi
- Rothamsted Research, North Wyke, Okehampton, Devon, EX20 2SB, UK
- University of Bristol, Bristol Veterinary School, Langford, Somerset, BS40 5DU, UK
| | - P. Harris
- Rothamsted Research, North Wyke, Okehampton, Devon, EX20 2SB, UK
| | - M.R.F Lee
- Rothamsted Research, North Wyke, Okehampton, Devon, EX20 2SB, UK
- University of Bristol, Bristol Veterinary School, Langford, Somerset, BS40 5DU, UK
| | - L. Cardenas
- Rothamsted Research, North Wyke, Okehampton, Devon, EX20 2SB, UK
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Fernandez-Turren G, Repetto JL, Arroyo JM, Pérez-Ruchel A, Cajarville C. Lamb Fattening Under Intensive Pasture-Based Systems: A Review. Animals (Basel) 2020; 10:E382. [PMID: 32120943 PMCID: PMC7143110 DOI: 10.3390/ani10030382] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2020] [Revised: 02/13/2020] [Accepted: 02/14/2020] [Indexed: 12/04/2022] Open
Abstract
The benefits of pasture-based systems on the fatty acid composition of sheep meat appear to be achievable despite variability in the quality of the pastures. Lambs fed high levels of temperate pastures have an excess of N-ammonia derived from protein degradation. Furthermore, animal performance is highly variable depending on the quality of the pasture at the time of grazing, and high animal performance in these systems appears to be linked to the use of high-quality pastures with high availability, and is possibly added to by the inclusion of concentrates that allow increasing energy intake and a better use of the N in the pasture. The combination of high-quality pastures and total mixed ration offers a good alternative to the inclusion of concentrates in the diet, improving the use of N, and avoiding acidosis problems. However, information to determine the effect of a number of nutritional strategies on meat quality, and the minimum level of pasture intake necessary to achieve the benefits of pastoral systems is still lacking.
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Affiliation(s)
- Gonzalo Fernandez-Turren
- Departamento de Producción Animal, IPAV, Facultad de Veterinaria, Universidad de la República, Ruta 1 km 42,5 km, San José 80100, Uruguay; (J.L.R.); (J.M.A.); (A.P.-R.); (C.C.)
| | - José L. Repetto
- Departamento de Producción Animal, IPAV, Facultad de Veterinaria, Universidad de la República, Ruta 1 km 42,5 km, San José 80100, Uruguay; (J.L.R.); (J.M.A.); (A.P.-R.); (C.C.)
| | - José M. Arroyo
- Departamento de Producción Animal, IPAV, Facultad de Veterinaria, Universidad de la República, Ruta 1 km 42,5 km, San José 80100, Uruguay; (J.L.R.); (J.M.A.); (A.P.-R.); (C.C.)
- Programa Nacional de Investigación en Pasturas y Forrajes, Instituto Nacional de Investigación Agropecuaria, La Estanzuela 70002, Colonia, Uruguay
| | - Analía Pérez-Ruchel
- Departamento de Producción Animal, IPAV, Facultad de Veterinaria, Universidad de la República, Ruta 1 km 42,5 km, San José 80100, Uruguay; (J.L.R.); (J.M.A.); (A.P.-R.); (C.C.)
| | - Cecilia Cajarville
- Departamento de Producción Animal, IPAV, Facultad de Veterinaria, Universidad de la República, Ruta 1 km 42,5 km, San José 80100, Uruguay; (J.L.R.); (J.M.A.); (A.P.-R.); (C.C.)
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