Register      Login
Animal Production Science Animal Production Science Society
Food, fibre and pharmaceuticals from animals
RESEARCH ARTICLE (Open Access)

Integrating dual-purpose crops mitigates feedbase risk and facilitates improved lamb production systems across environments: a whole-farm modelling analysis

Lucinda J. Watt https://orcid.org/0000-0002-7388-7402 A * , Lindsay W. Bell A , Neville I. Herrmann B and Peter W. Hunt C
+ Author Affiliations
- Author Affiliations

A CSIRO Agriculture and Food, PO Box 102, Toowoomba, Qld 4350, Australia.

B CSIRO Agriculture and Food, GPO Box 1700, Canberra, ACT 2601, Australia.

C CSIRO Agriculture and Food, Locked Bag 1, Armidale, NSW 2350, Australia.

* Correspondence to: lucy.watt@csiro.au

Handling Editor: Andy Greer

Animal Production Science 63(8) 782-801 https://doi.org/10.1071/AN22228
Submitted: 14 June 2022  Accepted: 31 January 2023   Published: 14 March 2023

© 2023 The Author(s) (or their employer(s)). Published by CSIRO Publishing. This is an open access article distributed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License (CC BY-NC-ND)

Abstract

Context: The winter feed gap is a common problem for livestock grazing systems worldwide, and changes to climate have made these deficits more unpredictable and extreme. Dual-purpose crops are an important tool in many southern Australian mixed crop–livestock systems to help fill the winter feed gap. Providing more reliable feed over winter can remove feed constraints and allow for earlier lambing in autumn with potential whole-farm system benefits.

Aims: We simulated a whole-farm livestock enterprise in the Agricultural Production Systems Simulator (APSIM) to examine the implications of spring- and autumn-lambing systems relying on a standard pasture-only feedbase compared with a farm where 25% of its grazed area is allocated to dual-purpose crops.

Methods: Twelve simulations were run across four locations in New South Wales, Australia, that varied in climatic conditions (both rainfall total and distribution) including two lambing systems (spring vs autumn) × two feedbase types (100% pasture vs 75% pasture and 25% dual-purpose crops) × three stocking densities.

Key results: For autumn-lambing systems, integrating dual-purpose crops helped to fill the winter feed gap and reduced supplement demand on average by ~28% compared with a pasture-only system. Compared with the standard pasture-only spring-lambing system, integrating dual-purpose crops into spring- and autumn-lambing systems more than doubled gross margin returns due to economic grain yield and lower supplement demand. A shift from spring- to autumn-lambing facilitated by dual-purpose crops also led to better reproductive performance of ewes in the subsequent year. In higher-rainfall, cooler environments, autumn-lambing systems with dual-purpose crops had the highest system gross margins, lowest economic risk and allowed for a safe increase in stocking density. In lower-rainfall, warmer environments, integration of dual-purpose crops into spring-lambing systems returned marginally higher gross margins than for the autumn-lambing system, but differences were less apparent at high stocking density. In lower-rainfall environments, dual-purpose crops helped to mitigate some of the economic risk, but the benefits were less clear.

Conclusions: We show dual-purpose crops can help fill the winter feed gap and support earlier lambing in autumn across a range of environments, especially in higher-rainfall cooler environments, with significant improvements in total farm gross margins.

Implications: Integrating dual-purpose crops will enable farmers to change their livestock system to mitigate their risks, reduce supplementary feeding and capitalise on other potential benefits, such as improved marketing and avoiding animal health problems.

Keywords: APSIM, canola, feedbase, lambing time, supplementation, wheat, whole-farm systems, winter feed gap.


References

Agriculture Victoria (2021) Energy and protein contents of common feeds for sheep. Available at https://www.feedinglivestock.vic.gov.au/sheep-resources/useful-tables-sheep/ [Accessed 10 February 2022]

Australian Wool Innovation, Meat & Livestock Australia (2008) Making more from sheep. Module 10: wean more lambs. Available at http://www.makingmorefromsheep.com.au/wean-more-lambs/procedure_10.2.html [Accessed 07 March 2022]

Bell L, Kirkegaard J, Lilley J, Birchall C, Jasper S, Simons S (2012) Potential for dual-purpose crops in Australia’s northern crop-livestock regions. In ‘Capturing Opportunities and Overcoming Obstacles in Australian Agronomy. Proceedings of the 16th Australian Agronomy Conference.’ (Australian Society of Agronomy: Armidale, NSW, Australia)

Bell LW, Moore AD, Kirkegaard JA (2014) Evolution in crop–livestock integration systems that improve farm productivity and environmental performance in Australia. European Journal of Agronomy 57, 10–20.
Evolution in crop–livestock integration systems that improve farm productivity and environmental performance in Australia.Crossref | GoogleScholarGoogle Scholar |

Bell LW, Dove H, McDonald SE, Kirkegaard JA (2015a) Integrating dual-purpose wheat and canola into high-rainfall livestock systems in south-eastern Australia. 3. An exploration to whole-farm grazing potential, productivity and profitability. Crop & Pasture Science 66, 365–376.
Integrating dual-purpose wheat and canola into high-rainfall livestock systems in south-eastern Australia. 3. An exploration to whole-farm grazing potential, productivity and profitability.Crossref | GoogleScholarGoogle Scholar |

Bell LW, Lilley JM, Hunt JR, Kirkegaard JA (2015b) Optimising grain yield and grazing potential of crops across Australia’s high-rainfall zone: a simulation analysis. 1. Wheat. Crop & Pasture Science 66, 332–348.
Optimising grain yield and grazing potential of crops across Australia’s high-rainfall zone: a simulation analysis. 1. Wheat.Crossref | GoogleScholarGoogle Scholar |

Bell LW, Moore AD, Thomas DT (2018) Integrating diverse forage sources reduces feed gaps on mixed crop-livestock farms. Animal 12, 1967–1980.
Integrating diverse forage sources reduces feed gaps on mixed crop-livestock farms.Crossref | GoogleScholarGoogle Scholar |

Bell LW, Watt LJ, Stutz RS (2020) Forage brassicas have potential for wider use in drier, mixed crop–livestock farming systems across Australia. Crop & Pasture Science 71, 924–943.
Forage brassicas have potential for wider use in drier, mixed crop–livestock farming systems across Australia.Crossref | GoogleScholarGoogle Scholar |

Cranston LM, Kenyon PR, Morris ST, Kemp PD (2015) A review of the use of chicory, plantain, red clover and white clover in a sward mix for increased sheep and beef production. Journal of New Zealand Grasslands 77, 89–94.
A review of the use of chicory, plantain, red clover and white clover in a sward mix for increased sheep and beef production.Crossref | GoogleScholarGoogle Scholar |

Croker K, Curtis K, Speijers J (2009) Times of lambing in Australian flocks – 2005 to 2007. Wool Desk Report – February 2009. Available at http://www.agric.wa.gov.au/objtwr/imported_assets/content/aap/sl/wool/wool_desk_report_no.10.pdf [Accessed 09 December 2021]

CSIRO (2020) SoilMapp for iPad: soil information at your fingertips. Available at https://www.csiro.au/soilmapp

Daly MJ, Hunter RM, Green GN, Hunt L (1996) A comparison of multi-species pasture with ryegrass-white clover pasture under dryland conditions. Proceedings of the New Zealand Grassland Association 58, 53–58.
A comparison of multi-species pasture with ryegrass-white clover pasture under dryland conditions.Crossref | GoogleScholarGoogle Scholar |

Dove H, Kirkegaard JA, Kelman WM, Sprague SJ, McDonald SE, Graham JM (2015) Integrating dual-purpose wheat and canola into high-rainfall livestock systems in south-eastern Australia. 2. Pasture and livestock production. Crop & Pasture Science 66, 377–389.
Integrating dual-purpose wheat and canola into high-rainfall livestock systems in south-eastern Australia. 2. Pasture and livestock production.Crossref | GoogleScholarGoogle Scholar |

Fisher MW (2004) A review of the welfare implications of out-of-season extensive lamb production systems in New Zealand. Livestock Production Science 85, 165–172.
A review of the welfare implications of out-of-season extensive lamb production systems in New Zealand.Crossref | GoogleScholarGoogle Scholar |

Flohr BM, Hunt JR, Kirkegaard JA, Evans JR, Trevaskis B, Zwart A, Swan A, Fletcher AL, Rheinheimer B (2018) Fast winter wheat phenology can stabilise flowering date and maximise grain yield in semi-arid Mediterranean and temperate environments. Field Crops Research 223, 12–25.
Fast winter wheat phenology can stabilise flowering date and maximise grain yield in semi-arid Mediterranean and temperate environments.Crossref | GoogleScholarGoogle Scholar |

Francis J (2022) Practicalities and economics of integrating dual-purpose crops into the whole of farming operation in the medium rainfall zone. GRDC. Available at https://grdc.com.au/resources-and-publications/grdc-update-papers/tab-content/grdc-update-papers/2022/02/practicalities-and-economics-of-integrating-dual-purpose-crops-into-the-whole-of-farming-operation-in-the-medium-rainfall-zone [Accessed 03 March 2022]

Freer M, Donnelly JR, Axelsen A, Dove H, Fowler DG (1994) Prime lamb production in relation to time of mating. Australian Journal of Experimental Agriculture 34, 1–12.
Prime lamb production in relation to time of mating.Crossref | GoogleScholarGoogle Scholar |

Freer M, Moore AD, Donnelly JR (1997) GRAZPLAN: Decision support systems for Australian grazing enterprises II. The animal biology model for feed intake, production and reproduction and the GrazFeed DSS. Agricultural Systems 54, 77–126.
GRAZPLAN: Decision support systems for Australian grazing enterprises II. The animal biology model for feed intake, production and reproduction and the GrazFeed DSS.Crossref | GoogleScholarGoogle Scholar |

Godde CM, Mason-D’Croz D, Mayberry DE, Thornton PK, Herrero M (2021) Impacts of climate change on the livestock food supply chain; a review of the evidence. Global Food Security 28, 100488
Impacts of climate change on the livestock food supply chain; a review of the evidence.Crossref | GoogleScholarGoogle Scholar |

Grundy MJ, Viscarra Rossel RA, Searle RD, Wilson PL, Chen C, Gregory LJ (2015) Soil and landscape grid of Australia. Soil Research 53, 835–844.
Soil and landscape grid of Australia.Crossref | GoogleScholarGoogle Scholar |

Hackney B, Rodham C, Piltz J (2012) Potential use of new generation annual pasture legumes in crop-pasture rotations in central and southern NSW. In ‘Capturing Opportunities and Overcoming Obstacles in Australian Agronomy. Proceedings of the 16th Australian Agronomy Conference’. (Australian Society of Agronomy: Armidale, NSW, Australia).

Harrison MT, Evans JR, Dove H, Moore AD (2011) Dual-purpose cereals: Can the relative influences of management and environment on crop recovery and grain yield be dissected? Crop & Pasture Science 62, 930–946.
Dual-purpose cereals: Can the relative influences of management and environment on crop recovery and grain yield be dissected?Crossref | GoogleScholarGoogle Scholar |

Henry BK, Eckard RJ, Beauchemin KA (2018) Review: Adaptation of ruminant livestock production systems to climate changes. Animal 12, S445–S456.
Review: Adaptation of ruminant livestock production systems to climate changes.Crossref | GoogleScholarGoogle Scholar |

Holzworth DP, Huth NI, deVoil PG, Zurcher EJ, Herrmann NI, McLean G, Chenu K, van Oosterom EJ, Snow V, Murphy C, Moore AD, Brown H, Whish JPM, Verrall S, Fainges J, Bell LW, Peake AS, Poulton PL, Hochman Z, Thorburn PJ, Gaydon DS, Dalgliesh NP, Rodriguez D, Cox H, Chapman S, Doherty A, Teixeira E, Sharp J, Cichota R, Vogeler I, Li FY, Wang E, Hammer GL, Robertson MJ, Dimes JP, Whitbread AM, Hunt J, van Rees H, McClelland T, Carberry PS, Hargreaves JNG, MacLeod N, McDonald C, Harsdorf J, Wedgwood S, Keating BA (2014) APSIM – Evolution towards a new generation of agricultural systems simulation. Environmental Modelling & Software 62, 327–350.
APSIM – Evolution towards a new generation of agricultural systems simulation.Crossref | GoogleScholarGoogle Scholar |

Horton JD, Champion SC (2001) Wool producer knowledge of flystrike control. In ‘Proceedings of the National Flystrike and Lice Integrated Pest Managament Control Strategies (FLICS) Conference.’. (Ed. S Champion). pp. 433–442. (Tasmanian Institute of Agricultural Research: Launceston, Tas., Australia).

Kirkegaard JA, Sprague SJ, Dove H, Kelman WM, Marcroft SJ, Lieschke A, Howe GN, Graham JM (2008) Dual-purpose canola – a new opportunity in mixed farming systems. Australian Journal of Agricultural Research 59, 291–302.
Dual-purpose canola – a new opportunity in mixed farming systems.Crossref | GoogleScholarGoogle Scholar |

Kirkegaard JA, Sprague SJ, Hamblin PJ, Graham JM, Lilley JM (2012) Refining crop and livestock management for dual-purpose spring canola (Brassica napus). Crop & Pasture Science 63, 429–443.
Refining crop and livestock management for dual-purpose spring canola (Brassica napus).Crossref | GoogleScholarGoogle Scholar |

Lilley JM, Bell LW, Kirkegaard JA (2015) Optimising grain yield and grazing potential of crops across Australia’s high-rainfall zone: a simulation analysis. 2. Canola. Crop & Pasture Science 66, 349–364.
Optimising grain yield and grazing potential of crops across Australia’s high-rainfall zone: a simulation analysis. 2. Canola.Crossref | GoogleScholarGoogle Scholar |

McDonald W (1998) Matching pasture production to livestock enterprises: Southern Tablelands and South West Slopes. AgNote DPI 213. (NSW Department of Primary Industries).

McDonald W (1999) Matching pasture production to livestock enterprises: Northern Tablelands, North West Slopes and Upper Hunter. AgNote DPI 139. (NSW Department of Primary Industries).

McDonald W (2004) Matching pasture production to livestock enterprises: North West Plains, Central West Plains, and Riverine Plain (South West Plains) of NSW. AgNote DPI 501. (NSW Department of Primary Industries).

McGrath SR, Lievaart JJ, Friend MA (2013) Extent of utilisation of dual-purpose wheat for grazing by late-pregnant and lambing ewes and producer-reported incidence of health issues in southern New South Wales. Australian Veterinary Journal 91, 432–436.
Extent of utilisation of dual-purpose wheat for grazing by late-pregnant and lambing ewes and producer-reported incidence of health issues in southern New South Wales.Crossref | GoogleScholarGoogle Scholar |

McGrath SR, Virgona JM, Friend MA (2014) Modelling the effect on stocking rate and lamb production of allowing ewes to graze a dual-purpose wheat crop in southern New South Wales. Animal Production Science 54, 1625–1630.
Modelling the effect on stocking rate and lamb production of allowing ewes to graze a dual-purpose wheat crop in southern New South Wales.Crossref | GoogleScholarGoogle Scholar |

McGrath SR, Bhanugopan MS, Dove H, Clayton EH, Virgona JM, Friend MA (2015) Mineral supplementation of lambing ewes grazing dual-purpose wheat. Animal Production Science 55, 526–534.
Mineral supplementation of lambing ewes grazing dual-purpose wheat.Crossref | GoogleScholarGoogle Scholar |

McGrath SR, Moore A, Pinares-Patiño C, McDonald S, Simpson R, Kirkegaard J, Friend M, Street S, Sandral G, Behrendt R, Raeside M, Tocker J (2018) Step changes in meat production systems from dual-purpose crops in the feed-base. Final report. Project B.GSM.0008. Meat & Livestock Australia, Sydney. Available at https://www.mla.com.au/contentassets/43611841375f4411b9be66e9ed16391e/b.gsm.0008_final_report.pdf [Accessed 03 March 2022]

McGrath SR, Pinares-Patiño CS, McDonald SE, Simpson RJ, Moore AD (2021a) Utilising dual-purpose crops in an Australian high-rainfall livestock production system to increase meat and wool production. 2. Production from breeding-ewe flocks. Animal Production Science 61, 1074–1088.
Utilising dual-purpose crops in an Australian high-rainfall livestock production system to increase meat and wool production. 2. Production from breeding-ewe flocks.Crossref | GoogleScholarGoogle Scholar |

McGrath SR, Pinares-Patiño CS, McDonald SE, Kirkegaard JA, Simpson RJ, Moore AD (2021b) Utilising dual-purpose crops in an Australian high-rainfall livestock production system to increase meat and wool production. 1. Forage production and crop yields. Animal Production Science 61, 1062–1073.
Utilising dual-purpose crops in an Australian high-rainfall livestock production system to increase meat and wool production. 1. Forage production and crop yields.Crossref | GoogleScholarGoogle Scholar |

McGrath SR, Behrendt R, Friend MA, Moore AD (2021c) Utilising dual-purpose crops effectively to increase profit and manage risk in meat production systems. Animal Production Science 61, 1049–1061.
Utilising dual-purpose crops effectively to increase profit and manage risk in meat production systems.Crossref | GoogleScholarGoogle Scholar |

Moore AD (2009) Opportunities and trade-offs in dual-purpose cereals across the southern Australian mixed-farming zone: a modelling study. Animal Production Science 49, 759–768.
Opportunities and trade-offs in dual-purpose cereals across the southern Australian mixed-farming zone: a modelling study.Crossref | GoogleScholarGoogle Scholar |

Moore AD, Donnelly JR, Freer M (1997) GRAZPLAN: Decision support systems for Australian grazing enterprises. III. Pasture growth and soil moisture submodels, and the GrassGro DSS. Agricultural Systems 55, 535–582.
GRAZPLAN: Decision support systems for Australian grazing enterprises. III. Pasture growth and soil moisture submodels, and the GrassGro DSS.Crossref | GoogleScholarGoogle Scholar |

Moore AD, Holzworth DP, Herrmann NI, Huth NI, Robertson MJ (2007) The Common Modelling Protocol: a hierarchical framework for simulation of agricultural and environmental systems. Agricultural Systems 95, 37–48.
The Common Modelling Protocol: a hierarchical framework for simulation of agricultural and environmental systems.Crossref | GoogleScholarGoogle Scholar |

Moore AD, Bell LW, Revell DK (2009) Feed gaps in mixed-farming systems: Insights from the Grain & Graze program. Animal Production Science 49, 736–748.
Feed gaps in mixed-farming systems: Insights from the Grain & Graze program.Crossref | GoogleScholarGoogle Scholar |

Nicholson C, Frischke A, Barrett-Lennard P (2016) Grazing Cropped Land: A summary of the latest information on grazing winter crops from the Grain & Graze Program. Available at http://www.grainandgraze3.com.au/resources/Grazing_Cropped_Land_June_2016_.pdf [Accessed 06 April 2022]

Reeve JL, Sharkey MJ (1980) Effect of stocking rate, time of lambing and inclusion of lucerne on prime lamb production in North-East Victoria. Australian Journal of Experimental Agriculture 20, 637–653.
Effect of stocking rate, time of lambing and inclusion of lucerne on prime lamb production in North-East Victoria.Crossref | GoogleScholarGoogle Scholar |

Rosa HJD, Bryant MJ (2003) Seasonality of reproduction in sheep. Small Ruminant Research 48, 155–171.
Seasonality of reproduction in sheep.Crossref | GoogleScholarGoogle Scholar |

Sprague SJ, Kirkegaard JA, Graham JM, Bell LW, Seymour M, Ryan M (2015) Forage and grain yield of diverse canola (Brassica napus) maturity types in the high-rainfall zone of Australia. Crop & Pasture Science 66, 260–274.
Forage and grain yield of diverse canola (Brassica napus) maturity types in the high-rainfall zone of Australia.Crossref | GoogleScholarGoogle Scholar |

Unkovich M (2010) A simple, self adjusting rule for identifying seasonal break for crop models. In ‘Security from Sustainable Agriculture. Proceedings of the 15th Australian Agronomy Conference’. (Eds H Dove, R Culvenor) (Australian Society of Agronomy: Lincoln, New Zealand).

Virgona JM, Gummer FAJ, Angus JF (2006) Effects of grazing on wheat growth, yield, development, water use, and nitrogen use. Australian Journal of Agricultural Research 57, 1307–1319.
Effects of grazing on wheat growth, yield, development, water use, and nitrogen use.Crossref | GoogleScholarGoogle Scholar |

Virgona JM, Martin P, Van der Rijt V, McMullen G (2008) Grazing systems for winter cereals. In ‘Proceedings of the 14th Australian Agronomy Conference’. (Ed. M Unkovich) (Australian Society of Agronomy: Adelaide, SA, Australia).

Watt LJ, Bell LW, Cocks BD, Swan AD, Stutz RS, Toovey A, De Faveri J (2021) Productivity of diverse forage brassica genotypes exceeds that of oats across multiple environments within Australia’s mixed farming zone. Crop & Pasture Science 72, 393–406.
Productivity of diverse forage brassica genotypes exceeds that of oats across multiple environments within Australia’s mixed farming zone.Crossref | GoogleScholarGoogle Scholar |