Modelling extreme yields in the Wet Tropics to improve nitrogen use efficiency : Final report 2014/024
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Date
2015
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Sugar Research Australia Limited
Abstract
The Wet Tropics experiences one of the highest levels of climate variability in the world. These enormous swings
in inter-annual climate patterns cause large fluctuations in crop size, and hence, how much nitrogen should be
applied to the crop. Consequently, it is good to know the size of the crop before farmers apply fertiliser.
Foreknowledge of the size of the crop can also help marketers and millers. Marketers armed with early and
reliable information about crop size can better plan the sale and storage of the crop and millers can better plan
mill labour requirements and mill maintenance scheduling activities. Given the close proximity of the Great
Barrier Reef to sugarcane growing regions in the Wet Tropics, estimating yield potential accurately promises
significant environmental benefits achieved by improved nitrogen management.
In pursuit of simultaneously increasing industry competitiveness and improving environmental outcomes, the objectives of this research were to determine how early and how accurate yields can be forecasted and if it is plausible to forecast extreme yields.
In pursuit of simultaneously increasing industry competitiveness and improving environmental outcomes, the objectives of this research were to determine how early and how accurate yields can be forecasted and if it is plausible to forecast extreme yields.
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Keywords
Yield prediction, Nitrogen management, Nitrogen use efficiency, Yield forecast model, Sugarcane crop, Farming systems, Production management