Future Ready Dairy Systems

Dairy Australia

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2030 and 2070 pasture predictions for Malanda

Pasture predictions for the Malanda region are based on the assumption that the pasture system is comprised of dryland setaria pasture, supplemented with irrigated annual ryegrass and irrigated sorghum.

The predictions suggest that:

  • The high emission scenario for 2030 predicts increases of about 4% in annual production of dryland setaria pastures. However, under the 2070 high scenario annual pasture production decreases by approximately 3%.
  • Irrigated annual ryegrass and setaria pastures are predicted to increase production by about 6% by 2030, although by only 3% by 2070. These increases are mainly due to small increases in winter production under increased CO2 availability and an increase in annual ryegrass growth rate.
  • The small change in annual rainfall meant that there were only minor changes in the water balance and there was no effect of changes in rainfall distribution on annual irrigated pasture production.

The following graph shows predicted pasture growth under three possible scenarios of:

  • low global emissions scenario
    This scenario is based on a coordinated world response to climate change that results in rapid reductions in greenhouse gas production leading to only very small changes in the climate by 2030;
  • medium global emissions scenario
    This scenario is based on future global emissions being balanced across a range of renewable and non-renewable energy sources resulting in mid-level emissions and medium level climate change by 2030.
  • high global emissions scenario
    This scenario is based on relatively unconstrained growth in global emissions using mostly non-renewable energy sources that results in higher levels of climate change by 2030.

Currently, emissions are tracking the high global emissions scenario and therefore, it is the most relevant for north Queensland. One can assume that something like this high scenario will occur in the absence of major global emission reductions.

The following graphs are expressed as ‘box plots’, which need some explaining in order to be easily understood. The box plot is interpreted as follows:

  • Each box plot represents 30 annual simulation, in order to get some idea of the variation around the average for the baseline (actual 1971 to 2000 data, and the 2030 and 2070 scenarios)
  • The box itself contains the middle 50% of the data. The upper edge of the box indicates the 75th percentile of the data set, and the lower hinge indicates the 25th percentile.
  • The line in the box indicates the median value of the data.
  • The ends of the vertical lines or “whiskers” the 10 percentile (lower) and 90 percentile (upper).
  • The points outside the ends of the whiskers are the two highest and two lowest estimates from the 30 annual simulations.

It is important to note that the predictions are not attempting to describe exactly what will actually happen in the specific year of 2030 or 2070, but indicate a the range pasture production conditions that might be expected at that time in the future, based on the current climate change scenarios.

For Malanda, the average dryland annual pasture production yield in terms of tonnes of dry matter per hectare (t DM/ha) is predicted to increase by approximately 4% by 2030 under the high emission scenario but actually declines by almost 3% under the high 2070 scenario.

The following graphs show box-plots of predicted annual pasture production for dryland pastures for Malanda by 2030 and 2070. The far left plot is the baseline or current situation, while the second, third and fourth plots show predicted pasture yields under low, medium and high climate change scenarios.

For Malanda, the average irrigated annual pasture production yield in terms of tonnes of dry matter per hectare (t DM/ha) is predicted to increase by approximately 6% by 2030 under the high emission scenario, although this is reduced to 3% under the high 2070 scenario.

The following graphs show box-plots of predicted annual pasture production for irrigated pastures for Malanda by 2030 and 2070. The far left plot is the baseline or current situation, while the second, third and fourth plots show predicted pasture yields under low, medium and high climate change scenarios.

The figure below shows rainfall, runoff and drainage at Malanda for dryland conditions. The data are presented for baseline (1971-2000), and the predictions by 2030 and 2070 under the high emissions scenario. As shown, rainfall and drainage are reduced by both 2030 and 2070.

The figure below shows rainfall, irrigation, runoff and drainage at Malanda for irrigated conditions. The data are presented for baseline (1971-2000), and the predictions by 2030 and 2070 under the high emissions scenario. As shown, rainfall and drainage are reduced by both 2030 and 2070 while irrigation demand is constant or slightly increases.

(Hotlink to report: Eckard R, Cullen B, 2008 WFSAT Phase II – Final Report: Whole Farms Systems Analysis and Tools for the Australian and New Zealand Grazing Industries, published by MLA, DA, AgResearch Limited, December.)