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Genetics and AI approaches to power-up pulses
Chickpea, lentil and faba bean growers across Australia can expect significantly more productive crops within the next decade thanks to a new collaborative, international research project to improve crop yields.
The $11.02 million multi-partner investment includes $6.1m from GRDC for the Achieving
improved genetic gain for yield in chickpea, faba bean and lentil using genetic
diversity project, led by Murdoch University.
This will see Australian pulse breeders gain access to advanced knowledge,
tools and technologies, and novel sources of germplasm to broaden genetic
diversity in pulse cultivars and ultimately drive yield gain.
Project
leader Professor Rajeev Varshney FRS, director of the Centre for Crop and Food
Innovation at Murdoch University, said chickpea, lentil and faba bean
production is currently hamstrung due to limited genetic diversity, resulting
in meagre yield improvement of less than 0.5 per cent each year.
“Ultimately, we want to develop high-yielding, climate-resilient chickpea,
lentil and faba bean varieties which can deliver greater profitability to
growers across Australia,” he said.
“With this investment, we will be able to implement modern genomics approaches
coupled with huge genetic diversity.
“We are partnering with the International Center for Agricultural Research in
the Dry Areas, a CGIAR global research centre, to import new diverse germplasm
for the three target crops.
“Once the data from the ICARDA germplasm has been analysed, we will develop DNA
catalogues to share with leading Australian pulse breeding programs.”
Professor Varshney said researchers will use genomic prediction, artificial
intelligence and speed breeding to identify and stack novel and superior DNA
variants for yield and yield-related traits.
“By
incorporating genetic diversity from other landraces and employing the
aforementioned advanced breeding techniques and AI, we believe we can achieve a
1.5 per cent increase in genetic gain, which would be unprecedented,” Professor
Varshney said.
“As part of the research, we will be collaborating with national pulse breeding
programs, including Chickpea Breeding Australia, the National Lentil Breeding
Program based in Victoria and the University of Adelaide-led National Faba Bean
Breeding Program.
“Through this investment we will develop ‘PulseBase’, a platform for hosting
datasets generated through this project alongside other relevant existing
datasets accessible for various pre-breeding and breeding programs.”
Professor Varshney added that the key trait researchers will be targeting from
international germplasm is yield as well as improved disease resistance.
“Pulses
are such important crops for Australian growers because of their benefits to
soil fertility and environmental sustainability,” he said.
“We believe the research and breeding activities could lead to increased uptake
of the three crops in non-traditional growing areas, particularly across
Western Australia.
“WA was previously a large producer of chickpeas but that has dropped off, so
there is scope to establish a stronger pulse industry.
“Much of the pulse breeding in Australia happens on the east coast, but through
this investment we will be undertaking phenotyping work in several locations
across WA to develop varieties better adapted to WA conditions.”
GRDC genetic technologies manager Camilla Hill said the genetic diversity
research is part of a broader uplift in investment in pulses, acknowledging the
vital role these crops play in Australian farming systems.
“This project represents a significant step forward in our commitment to
enhancing pulse crop productivity,” Dr Hill said.
“By leveraging increased genetic diversity and advanced technologies, we aim to
deliver tangible benefits to growers. Our investment in this research
underscores the critical role pulses play in sustainable agriculture and the
future of farming in Australia.
“The collaboration with international and national partners will enable us to
achieve breakthroughs that were previously unattainable. We are excited about
the potential impact this project will have on the pulse industry and on the
broader agricultural landscape.”
Project partners include the Queensland Alliance for Agriculture and Food
Innovation (University of Queensland), Agriculture Victoria Research,
University of Adelaide, University of Sydney, NSW Department of Primary
Industries, and Analytics for the Australian Grains Industry (Curtin
University) and ICARDA.
GRDC is one of 15 Rural Research and Development Corporations (RDCs) responsible for planning, investing in and overseeing research, development and extension for 25 leviable grain crops. Our purpose is to invest in RD&E to create enduring profitability for Australian grain growers.
Murdoch University's Food Futures Institute and dedicated research centres collaborate closely with industry and government partners in Western Australia, nationally and around the world. Find out more.
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Genetics and AI approaches to power-up pulses
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