Multiple industries Cereal grains Oilseeds Pasture, fodder & feed Pulse grains Data and AI Research project Identifying a machine learning approach to weed recognition in Australian grain production systems The project will create an open source weed image library to make weed recognition data freely available to the weed … Funded by Grains Research and Development Corporation (GRDC) Project date 17 Feb 2020 - 16 Feb 2021 Research organisation The University of Sydney (USYD)
Multiple industries Cereal grains Oilseeds Pasture, fodder & feed Pulse grains Data and AI Research project Applying machine learning to improve genetic gain delivered from genomic selection in plant breeding Machine learning is the next-generation solution to identifying patterns in large datasets and involves using computer science and statistics to … Funded by Grains Research and Development Corporation (GRDC) Project date 17 Feb 2020 - 16 Feb 2022
Multiple industries Cereal grains Oilseeds Pasture, fodder & feed Pulse grains Data and AI Research project Using machine learning to increase genetic gain in canola blackleg resistance breeding This project will extend current research into deep learning and the genomics of disease resistance and apply findings to improve … Funded by Grains Research and Development Corporation (GRDC) Project date 17 Feb 2020 - 16 Feb 2022 Research organisation The University of Western Australia (UWA)
Multiple industries Cereal grains Oilseeds Pasture, fodder & feed Pulse grains Data and AI Research project Machine learning applied to high-throughput feature extraction from imagery to map spatial variability This project will advance upon existing techniques for image analytics by setting up datasets from a greater range of situations, … Funded by Grains Research and Development Corporation (GRDC) Project date 17 Feb 2020 - 16 Feb 2022 Research organisation The University of Queensland (UQ)
Multiple industries Cereal grains Oilseeds Pulse grains Data and AI Research project Using Machine Learning To Develop New Methods For Genetic Gain In Crops Challenged By Fungal Diseases This project will apply a machine learning approach to genetic and high throughput phenotyping data to draw out genetic markers … Funded by Grains Research and Development Corporation (GRDC) Project date 17 Feb 2020 - 16 Feb 2022 Research organisation Curtin University
Multiple industries Cereal grains Oilseeds Pulse grains Data and AI Research project Machine learning to map soil constraint variability and predict crop yield This project will use a variety of Machine Learning techniques to bring together previously underutilised on-farm, satellite, and weather data … Funded by Grains Research and Development Corporation (GRDC) Project date 17 Feb 2020 - 31 Oct 2021 Research organisation The University of Sydney (USYD)
Multiple industries Cereal grains Oilseeds Pulse grains Data and AI Research project Deep Learning for early detection and classification of crop disease and stress This project will utilise deep learning for the detection, identification, and evaluation of crop stress factors using a variety of … Funded by Grains Research and Development Corporation (GRDC) Project date 17 Feb 2020 - 16 Feb 2022 Research organisation The University of Western Australia (UWA)
Cereal grains Novel ingredients Research project Synchrotron Postdoctoral Fellow no. 4: Plants - Novel foliar fertilisers and nutrition trait diversity of grains As global attention shifts towards nutritional food security, the density of key micronutrients (zinc, iron, selenium, iodine and Vitamin A) … Funded by Grains Research and Development Corporation (GRDC) Project date 15 Jan 2020 - 30 Jun 2023 Research organisation Murdoch University
Cereal grains Automation Research project SIP2 - Smarter irrigation in rice growing systems - John Hornbuckle As the Australian rice industry moves to implement 'Dry Rice' strategies that aim to minimise ponded water time and reduce … Funded by AgriFutures Australia Project date 15 Jan 2020 - 15 Feb 2022 Research organisation Cotton Research and Development Corporation (CRDC)
Multiple industries Cereal grains Oilseeds Pasture, fodder & feed Pulse grains Input management Research project Maximising The Uptake Of Phosphorus By Crops To Optimise Profit In Central And Southern NSW, Victoria And South Australia This project explores the effect fertiliser placement has on nutrient (and water) use efficiency given nutrient stratification, soil water availability … Funded by Grains Research and Development Corporation (GRDC) Project date 10 Jan 2020 - 30 Apr 2024 Research organisation Department of Regional New South Wales (DRNSW)
Cereal grains Plant science Research project Utilising novel genetic diversity to increase Barley yields nationally This project aims to utilize an exotic barley population (HEB-25) to enhanced yield potential of future Australian barley varieties by … Funded by Grains Research and Development Corporation (GRDC) Project date 1 Jan 2020 - 31 Mar 2023 Research organisation The University of Adelaide (UA)
Cereal grains Plant science Research project LMA Project C – An improved model of Late Maturity alpha-Amylase (LMA) field risk in Australian wheat. The susceptibility of new wheat varieties to the Late Maturity alpha-Amylase (LMA) defect is a key concern for breeding programs … Funded by Grains Research and Development Corporation (GRDC) Project date 1 Jan 2020 - 31 Dec 2022 Research organisation The University of Queensland (UQ)
Cereal grains Food processing technology Research project LMA Project B – A novel high-throughput, low-cost test to determine cause of starch damage in wheat grain Late maturity ?-amylase (LMA) is a grain defect causing a reduction in Hagberg falling number and results in potential failing … Funded by Grains Research and Development Corporation (GRDC) Project date 1 Jan 2020 - 31 Dec 2022 Research organisation Department of Jobs Precincts and Regions (DJPR) [Vic]
Cereal grains Data and AI Research project LMA Project A – Improved Phenotyping For Late Maturity Alpha-Amylase (LMA) Susceptibility In Wheat Late maturity ?-amylase (LMA) is a grain defect causing a reduction in Hagberg falling number and potential failing to meet … Funded by Grains Research and Development Corporation (GRDC) Project date 1 Jan 2020 - 31 Dec 2022 Research organisation Department of Jobs Precincts and Regions (DJPR) [Vic]
Cereal grains Crop protection Research project Soilborne Pathogens of Winter Cereals: Extension of Identification and Management Strategies As soilborne disease management is reliant on correct identification of the causal pathogen, it is important that growers and advisers … Funded by Grains Research and Development Corporation (GRDC) Project date 1 Dec 2019 - 1 Feb 2023 Research organisation FarmLink Research Limited
Cereal grains Crop protection Research project Soilborne Pathogens of Winter Cereals: Extension of Identification and Management Strategies As soilborne disease management is reliant on correct identification of the causal pathogen, it is important that growers and advisers … Funded by Grains Research and Development Corporation (GRDC) Project date 1 Dec 2019 - 1 Feb 2023 Research organisation FarmLink Research Limited
Multiple industries Cereal grains Oilseeds Pasture, fodder & feed Pulse grains Crop protection Research project Facilitating adoption of integrated weed management strategies for feathertop Rhodes grass in the northern region, Prg 2. (southern NSW) Feathertop Rhodes grass is a highly aggressive weed that is continuing to increase in incidence and severity in northern farming … Funded by Grains Research and Development Corporation (GRDC) Project date 1 Dec 2019 - 30 Jun 2022 Research organisation Department of Regional New South Wales (DRNSW)
Multiple industries Cereal grains Cotton Fruits Oilseeds Pulse grains Wine Crop protection Research project Area Wide Management for cropping systems weeds: investigating the weed management, social and economic opportunity The traditional approach to tackling weeds has been to focus on paddock or farm scale management. Instead this project aims … Funded by Grains Research and Development Corporation (GRDC) Project date 1 Nov 2019 - 30 Jun 2022 Research organisation Commonwealth Scientific and Industrial Research Organisation (CSIRO)
Multiple industries Cereal grains Oilseeds Pulse grains Imagery Research project Synchrotron Postdoctoral Fellow no. 1: Soil - root interactions using intact field soil cores. Research on root morphology, distribution and function are complicated by the difficulties associated with taking root measurements without causing root … Funded by Grains Research and Development Corporation (GRDC) Project date 15 Oct 2019 - 30 Jun 2023 Research organisation The University of Queensland (UQ)
Multiple industries Cereal grains Oilseeds Pulse grains Imagery Research project Synchrotron Postdoctoral Fellow no. 3: Soil - organic matter fractionation using intact soil cores Soil organic matter is an important contributor to soil health and crop production. This investment will develop Synchrotron methods to … Funded by Grains Research and Development Corporation (GRDC) Project date 15 Oct 2019 - 30 Jun 2023 Research organisation The University of Queensland (UQ)