Free Standard AU & NZ Shipping For All Book Orders Over $80!
Register      Login
Crop and Pasture Science Crop and Pasture Science Society
Plant sciences, sustainable farming systems and food quality
RESEARCH ARTICLE

Changing patterns of pasture production in south-eastern Australia from 1960 to 2015

Ruchika S. Perera https://orcid.org/0000-0002-5205-425X A B , Brendan R. Cullen A and Richard J. Eckard A
+ Author Affiliations
- Author Affiliations

A Faculty of Veterinary and Agricultural Sciences, University of Melbourne, Parkville, Vic. 3010, Australia.

B Corresponding author. Email: pererat@student.unimelb.edu.au

Crop and Pasture Science 71(1) 70-81 https://doi.org/10.1071/CP19112
Submitted: 19 March 2019  Accepted: 30 October 2019   Published: 17 January 2020

Abstract

The seasonal pattern of pasture production and its variability from year to year are important for pasture-based livestock production systems in south-eastern Australia because they influence key strategic decisions such as stocking rate and timing of the reproductive cycle. In this study, the effects of observed climate variations over the period 1960–2015 on pasture growth patterns were investigated by using a biophysical modelling approach. Pasture growth rates were simulated using DairyMod biophysical software at five sites ranging from high-rainfall, cool temperate at Elliott in Tasmania to medium-rainfall, warm temperate at Wagga Wagga in southern New South Wales. Annual pasture yields showed a small increasing rate of 50 kg DM/ha.year at Elliott and 40 kg DM/ha.year at Ellinbank (P < 0.05), whereas other sites showed no significant trend over time. A cross-site analysis of seasonal average pasture growth rates predicted under four different discrete periods of 14 years each showed that winter growth has increased steadily through time (P = 0.001), and spring pasture growth rate has decreased (P < 0.001) in 2002–15 compared with the earlier periods. Year-to-year pasture yield variability (coefficient of variation) during autumn and spring seasons has also increased (P < 0.05) across sites in the period 2002–15 compared with 1998–2001. At each site, the number of spring days with water stress (growth limiting factor_water <0.7) was ~10 times greater than the number of days with temperature stress (growth limiting factor_temperature <0.7). There was an increase in the number of days with water stress at Wagga Wagga, and increased heat stress at Wagga Wagga and Hamilton (P < 0.05) in the most recent period. These results highlight the importance of incorporating more heat-tolerant and deep-rooting cultivars into pasture-based production system. Although previous studies of climate-change impact have predicted increasing winter growth rates and a contraction of the spring growing season in the future (2030), this study provides clear evidence that these changes are already occurring under the observed climate in south-eastern Australia.

Additional keywords: climate variability, simulation modelling.


References

Alcock D, Graham P, Moore A, Lilley J, Zurcher E (2010) GrassGro indicates that erosion risk drives adaptation of southern tablelands grazing farms to projected climate change. In ‘Proceedings Climate Adaptation Futures Conference’. 30 June–1 July 2010, Surfers Paradise, Qld. (National Climate Change Adaptation Research Facility: Gold Coast, Qld) Available at: https://publications.csiro.au/rpr/download?pid=csiro:EP10335&dsid=DS7

Allen R, Pereira L, Raes D, Smith M (1998) ‘Crop evapotranspiration-guidelines for computing crop water requirements.’ FAO irrigation and drainage paper 56. (FAO: Rome, Italy)

Anderson MW, Cunningham PJ, Reed KFM, Byron A (1999) Perennial grasses of Mediterranean origin offer advantages for central western Victorian sheep pasture. Australian Journal of Experimental Agriculture 39, 275
Perennial grasses of Mediterranean origin offer advantages for central western Victorian sheep pasture.Crossref | GoogleScholarGoogle Scholar |

Ash A, McIntosh P, Cullen B, Carberry P, Smith M (2007) Constraints and opportunities in applying seasonal climate forecasts in agriculture. Australian Journal of Agricultural Research 58, 952
Constraints and opportunities in applying seasonal climate forecasts in agriculture.Crossref | GoogleScholarGoogle Scholar |

Austen EA, Sale PWG, Clark SG, Graetz B (2002) A survey of farmers’ attitudes, management strategies and use of weather and seasonal climate forecasts for coping with climate variability in the perennial pasture zone of south-east Australia. Australian Journal of Experimental Agriculture 42, 173
A survey of farmers’ attitudes, management strategies and use of weather and seasonal climate forecasts for coping with climate variability in the perennial pasture zone of south-east Australia.Crossref | GoogleScholarGoogle Scholar |

Braganza K, Power S, Trewin B, Arblaster J, Timbal B, Hope P, Frederiksen C, McBride J, Jones D, Plummer N (2011) 1. Update on the state of the climate, long-term trends and associated causes. CAWCR Technical Report No. 36. Bureau of Meteorology, Canberra, ACT.

Brisson N, Gate P, Gouache D, Charmet G, Oury F-X, Huard F (2010) Why are wheat yields stagnating in Europe? A comprehensive data analysis for France. Field Crops Research 119, 201–212.
Why are wheat yields stagnating in Europe? A comprehensive data analysis for France.Crossref | GoogleScholarGoogle Scholar |

Cai W, Cowan T, Sullivan A (2009) Recent unprecedented skewness towards positive Indian Ocean Dipole occurrences and its impact on Australian rainfall. Geophysical Research Letters 36, L11705
Recent unprecedented skewness towards positive Indian Ocean Dipole occurrences and its impact on Australian rainfall.Crossref | GoogleScholarGoogle Scholar |

Chapman DF, Cullen BR, Johnson IR, Beca D (2009) Interannual variation in pasture growth rate in Australian and New Zealand dairy regions and its consequences for system management. Animal Production Science 49, 1071–1079.
Interannual variation in pasture growth rate in Australian and New Zealand dairy regions and its consequences for system management.Crossref | GoogleScholarGoogle Scholar |

Chapman D, Edwards G, Nie Z (2011) Plant responses to climate and relationships with pasture persistence. Grassland Research and Practice Series 15, 99–108.

Chapman DF, Rawnsley RP, Cullen BR, Clark DA (2013) Inter-annual variability in pasture herbage accumulation in temperate dairy regions: causes, consequences, and management tools. In ‘Proceedings 22nd International Grassland Congress’. 15–19 September 2013, Sydney. pp. 798–805. (International Grassland Congress)

Chowdhury R, Beecham S, Boland J, Piantadosi J (2015) Understanding South Australian rainfall trends and step changes. International Journal of Climatology 35, 348–360.
Understanding South Australian rainfall trends and step changes.Crossref | GoogleScholarGoogle Scholar |

Clark SG, Austen EA, Prance T, Ball PD (2003) Climate variability effects on simulated pasture and animal production in the perennial pasture zone of south-eastern Australia.1. Between year variability in pasture and animal production. Australian Journal of Experimental Agriculture 43, 1211
Climate variability effects on simulated pasture and animal production in the perennial pasture zone of south-eastern Australia.1. Between year variability in pasture and animal production.Crossref | GoogleScholarGoogle Scholar |

Craufurd PQ, Wheeler TR (2009) Climate change and the flowering time of annual crops. Journal of Experimental Botany 60, 2529–2539.
Climate change and the flowering time of annual crops.Crossref | GoogleScholarGoogle Scholar | 19505929PubMed |

Crimp S, Gobbett D, Kokic P, Nidumolu U, Howden M, Nicholls N (2016) Recent seasonal and long-term changes in southern Australian frost occurrence. Climatic Change 139, 115–128.
Recent seasonal and long-term changes in southern Australian frost occurrence.Crossref | GoogleScholarGoogle Scholar |

CSIRO and BOM (2015) Climate change in Australia—projections for Australia’s Natural Resource Management Regions. Technical Report, CSIRO and Bureau of Meteorology, Canberra, ACT.

Cullen BR, Eckard RJ, Callow MN, Johnson IR, Chapman DF, Rawnsley RP, Garcia SC, White T, Snow VO (2008) Simulating pasture growth rates in Australian and New Zealand grazing systems. Australian Journal of Agricultural Research 59, 761
Simulating pasture growth rates in Australian and New Zealand grazing systems.Crossref | GoogleScholarGoogle Scholar |

Cullen BR, Johnson IR, Eckard RJ, Lodge GM, Walker RG, Rawnsley RP, McCaskill MR (2009) Climate change effects on pasture systems in south-eastern Australia. Crop & Pasture Science 60, 933
Climate change effects on pasture systems in south-eastern Australia.Crossref | GoogleScholarGoogle Scholar |

Cullen BR, Rawnsley RP, Eckard RJ, Christie KM, Bell MJ (2014) Use of modelling to identify perennial ryegrass plant traits for future warmer and drier climates. Crop & Pasture Science 65, 758
Use of modelling to identify perennial ryegrass plant traits for future warmer and drier climates.Crossref | GoogleScholarGoogle Scholar |

Culvenor RA, Simpson RJ (2014) Persistence traits in perennial pasture grasses: the case of phalaris (Phalaris aquatica L.). Crop & Pasture Science 65, 1165
Persistence traits in perennial pasture grasses: the case of phalaris (Phalaris aquatica L.).Crossref | GoogleScholarGoogle Scholar |

DairyAustralia (2018) Get an overview of key dairy farm statistics from around Australia on the number of cows and farms. Dairy Australia, Melbourne. Available at: https://www.dairyaustralia.com.au/industry/farm-facts/cows-and-farms (accessed 23 June 2018)

Gallant AJE (2012) Understanding hydroclimate processes in the Murray–Darling Basin for natural resources management. Hydrology and Earth System Sciences 16, 2049
Understanding hydroclimate processes in the Murray–Darling Basin for natural resources management.Crossref | GoogleScholarGoogle Scholar |

Ghahramani A, Moore A (2013) Climate change and broadacre livestock production across southern Australia. 2. Adaptation options via grassland management. Crop & Pasture Science 64, 615
Climate change and broadacre livestock production across southern Australia. 2. Adaptation options via grassland management.Crossref | GoogleScholarGoogle Scholar |

Grose M, Timbal B, Wilson L, Bathols J, Kent D (2015) The subtropical ridge in CMIP5 models, and implications for projections of rainfall in southeast Australia. Australian Meteorological and Oceanographic Journal 65, 90–106.
The subtropical ridge in CMIP5 models, and implications for projections of rainfall in southeast Australia.Crossref | GoogleScholarGoogle Scholar |

Harrison M, Cullen B, Rawnsley R (2016) Modelling the sensitivity of agricultural systems to climate change and extreme climatic events. Agricultural Systems 148, 135–148.
Modelling the sensitivity of agricultural systems to climate change and extreme climatic events.Crossref | GoogleScholarGoogle Scholar |

Hayman PT, Whitbread AM, Gobbett DL (2010) Erratum to: The impact of El Niño Southern Oscillation on seasonal drought in the southern Australian grainbelt. Crop & Pasture Science 61, 677
Erratum to: The impact of El Niño Southern Oscillation on seasonal drought in the southern Australian grainbelt.Crossref | GoogleScholarGoogle Scholar |

Hennessy K, Fawcett R, Kirono D, Mpelasoka F, Jones D, Bathols J, Whetton P, Stafford Smith M, Howden M, Mitchell C, Plummer N (2008) ‘An assessment of the impact of climate change on the nature and frequency of exceptional climatic events.’ (Bureau of Meteorology: Canberra, ACT) Available at: http://www.bom.gov.au/climate/droughtec/ec-report.pdf

Hennessy K, Clarke J, Erwin T, Wilson L, Heady C (2016) Climate change impacts on Australia’s dairy regions. Report for Dairy Australia. CSIRO Oceans and Atmosphere, Melbourne.

Hochman Z, Gobbett D, Horan H (2017) Climate trends account for stalled wheat yields in Australia since 1990. Global Change Biology
Climate trends account for stalled wheat yields in Australia since 1990.Crossref | GoogleScholarGoogle Scholar | 28117534PubMed |

Isbell RF (2002) ‘The Australian Soil Classification.’ Revised edn (CSIRO Publishing: Melbourne)

Jarvis C, Darbyshire R, Eckard R, Goodwin I, Barlow E (2018) Influence of El Niño–Southern Oscillation and the Indian Ocean Dipole on winegrape maturity in Australia. Agricultural and Forest Meteorology 248, 502–510.
Influence of El Niño–Southern Oscillation and the Indian Ocean Dipole on winegrape maturity in Australia.Crossref | GoogleScholarGoogle Scholar |

Jeffrey S, Carter J, Moodie K, Beswick A (2001) Using spatial interpolation to construct a comprehensive archive of Australian climate data. Environmental Modelling & Software 16, 309–330.
Using spatial interpolation to construct a comprehensive archive of Australian climate data.Crossref | GoogleScholarGoogle Scholar |

Johnson IR (2008) ‘Biophysical pasture model documentation: model documentation for DairyMod, EcoMod and the SGS Pasture Model.’ (IMJ Consultants: Dorrigo, NSW)

Lobell D, Schlenker W, Costa Roberts J (2011) Climate trends and global crop production since 1980. Science 333, 616–620.
Climate trends and global crop production since 1980.Crossref | GoogleScholarGoogle Scholar | 21551030PubMed |

McKenzie BA, Kemp PD, Moot DJ, Matthew C, Lucas RJ (1999) Environmental effects on plant growth and development. In ‘New Zealand pasture and crop science’. (Eds J White, J Hodgson) pp. 29–58. (Oxford University Press: Oxford, UK)

Mohammed AR, Tarpley L (2009) High nighttime temperatures affect rice productivity through altered pollen germination and spikelet fertility. Agricultural Meteorology 149, 999–1008.
High nighttime temperatures affect rice productivity through altered pollen germination and spikelet fertility.Crossref | GoogleScholarGoogle Scholar |

Moore A, Ghahramani A (2013) Climate change and broadacre livestock production across southern Australia. 1. Impacts of climate change on pasture and livestock productivity, and on sustainable levels of profitability. Global Change Biology 19, 1440–1455.
Climate change and broadacre livestock production across southern Australia. 1. Impacts of climate change on pasture and livestock productivity, and on sustainable levels of profitability.Crossref | GoogleScholarGoogle Scholar | 23504950PubMed |

Morrison J (1980) The influence of climate and soil on the yield of grass and its response to fertilizer nitrogen. In ‘The role of nitrogen in intensive grassland production’. (Eds WH Prins, GH Arnold.) pp. 51–57. (Centre for Agricultural Publishing and Documentation: Wageningen, The Netherlands)

Nie ZN, Chapman DF, Tharmaraj J, Clements R (2004a) Effects of pasture species mixture, management, and environment on the productivity and persistence of dairy pastures in south-west Victoria. 1. Herbage accumulation and seasonal growth pattern. Australian Journal of Agricultural Research 55, 625
Effects of pasture species mixture, management, and environment on the productivity and persistence of dairy pastures in south-west Victoria. 1. Herbage accumulation and seasonal growth pattern.Crossref | GoogleScholarGoogle Scholar |

Nie ZN, Chapman DF, Tharmaraj J, Clements R (2004b) Effects of pasture species mixture, management, and environment on the productivity and persistence of dairy pastures in south-west Victoria. 2. Plant population density and persistence. Australian Journal of Agricultural Research 55, 637–643.
Effects of pasture species mixture, management, and environment on the productivity and persistence of dairy pastures in south-west Victoria. 2. Plant population density and persistence.Crossref | GoogleScholarGoogle Scholar |

Perera R, Cullen B, Eckard R (2018) Influence of El-Niño Southern Oscillation and Indian Ocean Dipole phases on annual pasture production in south eastern Australia. In ‘Proceedings 2018 Australasian Dairy Science Symposium (ADSS)’. 21–23 November 2018, Palmerston North, New Zealand. pp. 63–70. (Massey University and AgResearch: Palmerston North, New Zealand) Available at: https://s3-ap-southeast-2.amazonaws.com/ap-southeast-2.accounts.ivvy.com/account34583/events/132130/files/5c47dfccd5e5e.p (accessed 29 October 2019)

Perkins SE, Alexander LV, Nairn JR (2012) Increasing frequency, intensity and duration of observed global heatwaves and warm spells. Geophysical Research Letters 39, L20714
Increasing frequency, intensity and duration of observed global heatwaves and warm spells.Crossref | GoogleScholarGoogle Scholar |

Poirier M, Durand J-L, Volaire F (2012) Persistence and production of perennial grasses under water deficits and extreme temperatures: importance of intraspecific vs. interspecific variability. Global Change Biology 18, 3632–3646.
Persistence and production of perennial grasses under water deficits and extreme temperatures: importance of intraspecific vs. interspecific variability.Crossref | GoogleScholarGoogle Scholar |

Radcliffe J, Baars J (1990) The productivity of temperate grasslands. In ‘Ecosystems of the world. 17B Managed grasslands. Analytical studies’. pp. 7–17. (Elsevier: Amsterdam)

Rawnsley RP, Chapman DF, Jacobs JL, Garcia SC, Callow MN, Edwards GR, Pembleton KP (2013) Complementary forages? integration at a whole-farm level. Animal Production Science 53, 976
Complementary forages? integration at a whole-farm level.Crossref | GoogleScholarGoogle Scholar |

Reed K (1974) The productivity of pastures sown with Phalaris tuberosa or Lolium perenne. 1. Pasture growth and composition. Australian Journal of Experimental Agriculture 14, 640–648.
The productivity of pastures sown with Phalaris tuberosa or Lolium perenne. 1. Pasture growth and composition.Crossref | GoogleScholarGoogle Scholar |

Risbey J, McIntosh P, Pook M (2013) Synoptic components of rainfall variability and trends in southeast Australia. International Journal of Climatology 33, 2459–2472.
Synoptic components of rainfall variability and trends in southeast Australia.Crossref | GoogleScholarGoogle Scholar |

Saji NH (2003) Possible impacts of Indian Ocean dipole mode events on global climate. Climate Research 25, 151
Possible impacts of Indian Ocean dipole mode events on global climate.Crossref | GoogleScholarGoogle Scholar |

Salisbury F, Ross C (1978) ‘Plant physiology.’ (Wadsworth Publishing: Belmont, CA, USA)

Silcock RG (1993) Tropical pasture establishment. 9. Establishing new pastures in difficult tropical environments—do we expect too much. Tropical Grasslands 27, 349

Timbal B (2009) The continuing decline in South-East Australian rainfall: update to May 2009. CAWCR Research Letters 2,

Timbal B, Drosdowsky W (2013) The relationship between the decline of Southeastern Australian rainfall and the strengthening of the subtropical ridge. International Journal of Climatology 33, 1021–1034.
The relationship between the decline of Southeastern Australian rainfall and the strengthening of the subtropical ridge.Crossref | GoogleScholarGoogle Scholar |

Trewin B, Smalley R (2013) Changes in extreme temperatures in Australia, 1910 to 2011. In ‘Proceedings 19th AMOS National Conference’. Melbourne. (Australian Meteorological and Oceanographic Society)

Volaire F, Lelièvre F (2001) Drought survival in Dactylis glomerata and Festuca arundinacea under similar rooting conditions in tubes. Plant and Soil 229, 225–234.
Drought survival in Dactylis glomerata and Festuca arundinacea under similar rooting conditions in tubes.Crossref | GoogleScholarGoogle Scholar |

Waller RA, Sale PWG (2001) Persistence and productivity of perennial ryegrass in sheep pastures in south-western Victoria: a review. Australian Journal of Experimental Agriculture 41, 117
Persistence and productivity of perennial ryegrass in sheep pastures in south-western Victoria: a review.Crossref | GoogleScholarGoogle Scholar |

Westra S, White CJ, Kiem AS (2016) Introduction to the special issue: historical and projected climatic changes to Australian natural hazards. Climatic Change 139, 1–19.
Introduction to the special issue: historical and projected climatic changes to Australian natural hazards.Crossref | GoogleScholarGoogle Scholar |

Whan K, Timbal B, Lindesay J (2014) Linear and nonlinear statistical analysis of the impact of sub-tropical ridge intensity and position on south-east Australian rainfall. International Journal of Climatology 34, 326–342.
Linear and nonlinear statistical analysis of the impact of sub-tropical ridge intensity and position on south-east Australian rainfall.Crossref | GoogleScholarGoogle Scholar |

Wheeler T, Craufurd P, Ellis R, Porter J, Vara Prasad PV (2000) Temperature variability and the yield of annual crops. Agriculture, Ecosystems & Environment 82, 159–167.
Temperature variability and the yield of annual crops.Crossref | GoogleScholarGoogle Scholar |

White TA, Johnson IR, Snow VO (2008) Comparison of outputs of a biophysical simulation model for pasture growth and composition with measured data under dryland and irrigated conditions in New Zealand. Grass and Forage Science 63, 339–349.
Comparison of outputs of a biophysical simulation model for pasture growth and composition with measured data under dryland and irrigated conditions in New Zealand.Crossref | GoogleScholarGoogle Scholar |