Research Findings - Pasture Production and Dairy Richard Eckard, - - PowerPoint PPT Presentation
Research Findings - Pasture Production and Dairy Richard Eckard, - - PowerPoint PPT Presentation
Research Findings - Pasture Production and Dairy Richard Eckard, Brendan Cullen, Matt Bell, Nat Browne - UoM Richard Rawnsley, Karen Christie - TIA Toolkit Whole Farm Systems models DairyMod, SGS, GrassGro, APSIM DSS tools
Toolkit
- Whole Farm Systems models
– DairyMod, SGS, GrassGro, APSIM
- DSS tools
– UDDER, DairyPredict, MIDAS, COST
- GHG Accounting models
– Dairy, Beef, Sheep, Crop GAF – DGAS, FarmGas
- Downscaled climate data
– Simple, CFT and CCS
- People
– Workshops – Model training
Warmer and drier future climates projected for southern Australia (A1FI)
Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec
Pasture growth rate (kg DM/ha.day)
20 40 60 80 100 Baseline 2030 climate 2070 climate
Will change the seasonal pattern of pasture growth With higher pasture growth rates in winter and early spring but a contraction of the spring growing season
Cullen et al (2009) Crop & Pasture Science, 60, 933–942.
Warmer Drier 1971-2000 2070 2050 2030
Resilience surfaces of pastures
Cullen et al. (2012). Crop and Pasture Science, 63:77-86.
Warmer Drier 1971-2000 2070 2050 2030
Resilience surfaces of pastures
Cullen et al. (2012). Crop and Pasture Science, 63:77-86.
Warmer Drier 1971-2000 2070 2050 2030
Resilience surfaces of pastures
Cullen et al. (2012). Crop and Pasture Science, 63:77-86.
Resilience surfaces of pastures
- Total annual pasture production in southern
Australia is generally resilient to climate changes of +1⁰C with 10% less rainfall
– but further changes are likely to reduce annual pasture growth
- Responses differ at locations
– Therefore adaptations will differ
Warmer Drie r
Cullen et al. (2012). Crop and Pasture Science, 63:77-86.
Should we consider Kikuyu in future?
- Compare to ryegrass, Kikuyu has
– Higher heat tolerance – Higher water use efficiency, deeper roots
2 4 6 8 10 12 14 1 2 3
Mean annual pasture production (t DM/ha) Warming (°C) Perennial ryegrass/ subclover Kikuyu/ Subclover
Bell et al. (2011) Modsim
Should we consider Kikuyu in future?
- Substantial warming is
still required before C4 grasses will be more productive than the current C3 species
50 100 150 200 250 300 350 1 2
ME yield (GJ/ha) Elliott
50 100 150 200 250 300 350 1 2
ME yield (GJ/ha) Warming (oC) Hamilton
P ryegrass Kikuyu
Bell et al. (2011) Modsim
Inter-annual and seasonal variability
- Declining trend in pasture production
- Variability currently high, but not outside the
historical range
Bell et al. (2011) 2011 GSSA conference
5 Sites across Victoria and Tasmania
Inter-annual and seasonal variability
- 5 Sites across Victoria and Tasmania
- Greater frequency of short spring
1 2 3 4 5 6 7 8 Frequency (yrs out of 10) Short Long
Hamilton
Bell et al. (2011) 2011 GSSA conference
Future change in autumn breaks and length of spring in NW Tasmania
0% 10% 20% 30% 40% 50% 60% 1971-2000 2001-2030 2031-2060 2061-2090 Percentage
Early Autumn Breaks
Christie et al. (2012) ASA conference
0% 10% 20% 30% 40% 50% 60% 1971-2000 2001-2030 2031-2060 2061-2090
Long Spring
Echam GFDL20 GFDL21 Miroc Mk35 Ukhad Mean
Breeding future pasture species
- Deeper rooting and
heat traits will be important adaptations for pasture species in future warmer and drier climates
Baseline 2070 climate 2070 - deep roots 2070 - heat tol. 2070 - deep roots & heat tol. Pasture production (t DM/ha)
6 8 10 12 14 16 18
Cullen (2009) Crop and Pasture Science 60, 933–942
Plant traits for future climates – using surrogates
Perennial Ryegrass
- Susceptible to lower rainfall
- Likely reduced persistence
Tall fescue
- Advantage of
- Deeper roots
- Heat tolerance
Phalaris
- More resilient to lower rainfall
- Summer dormancy aids
persistence
Kikuyu
- More summer growth
- More production if
- Warmer and little rainfall
change
Cullen at al (2012) Climate Change
DGAS Calculator
Dairy greenhouse gas emissions
- GHG emissions on >100 dairy farms using DGAS
– ~1 kg CO2e/kg milk – Milk production/cow is key driver of GHG emissions intensity
0.0 0.2 0.4 0.6 0.8 1.0 1.2 1.4 1.6 10 20 30 40 50 60 Milk GHG emissions intensity (kg CO2e/kg milk)
60 Tasmanian farms
0.0 0.2 0.4 0.6 0.8 1.0 1.2 1.4 1.6 1.8 5 10 15 20 25 30 35 40 Milk GHG emissions intensity (kg CO2e/kg milk)
41 Australian farms Christie et al. (2011) Animal Feed Science and Technology 166-167: 653-662
GHG emissions in future climates
- N2O could
increase in southern Australia
1971-2000 2030 High 2070 Med 2070 High N2O emissions (kg N/ha.year) 2 4 6 8 10
Kyabram Terang Ellinbank Elliott
Eckard & Cullen (2011) Animal Feed Science and Technology 166-167: 736-748
Carbon Offsets Scenarios Tool (COST)
- Mitigation options as potential CFI offsets
- Financial viability of offset strategy
- CFI income, implementation cost, productivity gain,
total farm benefit
Implications
- May not need to change species by 2050
– BUT
- Seasonal distribution of growth will require adaptation
- Plant breeding should start now
– Temperature tolerance & deeper roots in C3 grasses – Higher quality in C4 grasses
- Modelling recovery from extreme events
– Current tools inadequate
- On-farm N2O may increase in future climates