Improved seasonal rainfall prediction for grain growers using farm level data and novel modelling. Successful grain production, a key export commodity for Australia, depends heavily on reliable seasonal forecasts. However, the highly variable climate means that for Australia’s 25,000 grain growers current forecasts lack detail in space and time. Using a combination of fuzzy classification and artificial neural networks, this project will develop a locally detailed continuously updating data-driv ....Improved seasonal rainfall prediction for grain growers using farm level data and novel modelling. Successful grain production, a key export commodity for Australia, depends heavily on reliable seasonal forecasts. However, the highly variable climate means that for Australia’s 25,000 grain growers current forecasts lack detail in space and time. Using a combination of fuzzy classification and artificial neural networks, this project will develop a locally detailed continuously updating data-driven seasonal forecast system using high density climate data from the 17,000 Grain Growers Association members and climate drivers such as sea surface temperature from the Bureau of Meteorology. After validation against observed data, the forecasts will be delivered via a web-based portal to users.Read moreRead less
Characterising annual ryegrass (Lolium rigidum) in Australia. Annual rye grass (ARG) defies modern chemical technologies through evolving resistance. Agriculture has prospect of no herbicide options for ARG control in 10 years. Traditional approaches do not provide sustainable answers. A novel study of fundamental factors influencing competitiveness of this species is warranted to achieve more strongly based management options. Benefits are a prototype for improving understanding of other weed s ....Characterising annual ryegrass (Lolium rigidum) in Australia. Annual rye grass (ARG) defies modern chemical technologies through evolving resistance. Agriculture has prospect of no herbicide options for ARG control in 10 years. Traditional approaches do not provide sustainable answers. A novel study of fundamental factors influencing competitiveness of this species is warranted to achieve more strongly based management options. Benefits are a prototype for improving understanding of other weed species, a stronger basis for determining management of Australia's worst temperate crop weed. Bringing together knowledge of ARG's genetic diversity, the role of endophyte and its allelopathic capabilities provides a powerful basis for unlocking the barriers to the control of this species.Read moreRead less