1
|
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.
Collapse
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
| |
Collapse
|
3
|
Ross LC, Austrheim G, Asheim LJ, Bjarnason G, Feilberg J, Fosaa AM, Hester AJ, Holand Ø, Jónsdóttir IS, Mortensen LE, Mysterud A, Olsen E, Skonhoft A, Speed JDM, Steinheim G, Thompson DBA, Thórhallsdóttir AG. Sheep grazing in the North Atlantic region: A long-term perspective on environmental sustainability. AMBIO 2016; 45:551-566. [PMID: 26932602 PMCID: PMC4980316 DOI: 10.1007/s13280-016-0771-z] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/22/2015] [Revised: 11/27/2015] [Accepted: 02/07/2016] [Indexed: 06/05/2023]
Abstract
Sheep grazing is an important part of agriculture in the North Atlantic region, defined here as the Faroe Islands, Greenland, Iceland, Norway and Scotland. This process has played a key role in shaping the landscape and biodiversity of the region, sometimes with major environmental consequences, and has also been instrumental in the development of its rural economy and culture. In this review, we present results of the first interdisciplinary study taking a long-term perspective on sheep management, resource economy and the ecological impacts of sheep grazing, showing that sustainability boundaries are most likely to be exceeded in fragile environments where financial support is linked to the number of sheep produced. The sustainability of sheep grazing can be enhanced by a management regime that promotes grazing densities appropriate to the site and supported by area-based subsidy systems, thus minimizing environmental degradation, encouraging biodiversity and preserving the integrity of ecosystem processes.
Collapse
Affiliation(s)
- Louise C. Ross
- The James Hutton Institute, Craigiebuckler, Aberdeen, AB15 8QH Scotland, UK
| | - Gunnar Austrheim
- Department of Natural History, University Museum, Norwegian University of Science and Technology, 7491 Trondheim, Norway
| | - Leif-Jarle Asheim
- Norwegian Institute of Bioeconomy Research (NIBIO), P.O. Box 8024 Dep., 0030 Oslo, Norway
| | - Gunnar Bjarnason
- Landbrugsfonden (Búnaðargrunnurin), R.C. Effersøesgøta 4, 100 Tórshavn, Faroe Islands
| | - Jon Feilberg
- Biomedia, Kastrupvej 8, Haraldsted, 4100 Ringsted, Denmark
| | - Anna Maria Fosaa
- The Faroese Museum of Natural History (Føroya Náttúrugripasavn), V. U. Hammershaimbsgøta 13, 100 Tórshavn, Faroe Islands
| | - Alison J. Hester
- The James Hutton Institute, Craigiebuckler, Aberdeen, AB15 8QH Scotland, UK
| | - Øystein Holand
- Department of Animal and Aquacultural Sciences, Norwegian University of Life Sciences, P.O. Box 5003, 1432 Ås, Norway
| | - Ingibjörg S. Jónsdóttir
- Department of Life and Environmental Sciences, University of Iceland, 101 Reykjavík, Iceland
- University Centre in Svalbard, P.O. Box 156, 9171 Longyearbyen, Norway
| | - Lis E. Mortensen
- Jarðfeingi, Brekkutún 1, P.O. Box 3059, 110 Tórshavn, Faroe Islands
| | - Atle Mysterud
- Centre for Ecological and Evolutionary Synthesis (CEES), Department of Biosciences, University of Oslo, 0316 Oslo, Norway
| | - Erla Olsen
- Gramar Research, Bergsvegur 6, P.O. Box 134, 110 Tórshavn, Faroe Islands
| | - Anders Skonhoft
- Department of Economics, Norwegian University of Science and Technology, 7034 Trondheim, Norway
- Dragvoll University Campus, 7491 Trondheim, Norway
| | - James D. M. Speed
- Department of Natural History, University Museum, Norwegian University of Science and Technology, 7491 Trondheim, Norway
| | - Geir Steinheim
- Department of Animal and Aquacultural Sciences, Norwegian University of Life Sciences, P.O. Box 5003, 1432 Ås, Norway
| | - Des B. A. Thompson
- Scottish Natural Heritage, Silvan House, 231 Corstorphine Road, Edinburgh, EH12 7AT Scotland, UK
- Hatfield College, Durham University, Durham, DH1 3RQ UK
| | | |
Collapse
|