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  2. Is Artificial Intelligence helping grow more grain? A perspective on AI applied to agriculture - GRDC

    https://grdc.com.au/resources-and-publications/grdc-update-papers/tab-content/grdc-update-papers/2025/02/is-artificial-intelligence-helping-grow-more-grain-a-perspective-on-ai-applied-to-agriculture

    4 Feb 2025: Artificial Intelligence (AI) interest and speculation seem to be ever-growing across all industries. We can say that it all started with a famous publication called ‘Computing machinery and intelligence’ in the 1950s.

    image:
    https://grdc.com.au/__data/assets/image/0038/375887/brandmark_landscape.png
    a:
    Grains Research and Development Corporation
    b:
    Grains Research and Development Corporation
    Date:
    2025-02-04 00:05:00, 2025-02-04 00:05:00, 2025-01-24, 2025-01-24
    e:
    is artificial intelligence helping grow more grain? a perspective on ai applied to agriculture, summary
    aauthor:
    Jonathan Richetti and Roger Lawes (CSIRO)
    f:
    text/html
    H:
    068bdbac95ee0dda73e04c841139f7b7
    j:
    https://grdc.com.au
    l:
    en-AU
    issueno:
    Is Artificial Intelligence helping grow more grain? A perspective on AI applied to agriculture
    title:
    Is Artificial Intelligence helping grow more grain? A perspective on AI applied to agriculture
    tags:
    deep learning, machine learning, neural networks
    p:
    Grains Research and Development Corporation
    aissueno:
    02
    thumbfocus:
    thumb-focus-center
    sregion:
    South
    ctype:
    Update Paper
    sstate:
    South Australia
    asummary:
    Artificial Intelligence (AI) interest and speculation seem to be ever-growing across all industries. We can say that it all started with a famous publication called ‘Computing machinery and intelligence’ in the 1950s.

  3. Achieving water-limited yield frontiers more profitably - GRDC

    https://grdc.com.au/resources-and-publications/grdc-update-papers/tab-content/grdc-update-papers/2025/02/achieving-water-limited-yield-frontiers-more-profitably

    4 Feb 2025: A new GRDC project (CSP2404-020RTX - Profitable Yield Frontiers (PYF)) is focused on supporting tactical agronomy decisions in low to medium rainfall zones of the Southern region to achieve water-limited yield potentials.

    image:
    https://grdc.com.au/__data/assets/image/0038/375887/brandmark_landscape.png
    a:
    Grains Research and Development Corporation
    b:
    Grains Research and Development Corporation
    Date:
    2025-02-04 00:05:00, 2025-02-04 00:05:00, 2025-01-24, 2025-01-24
    e:
    achieving water-limited yield frontiers more profitably , summary
    pcode:
    CSP2404-020RTX, CSP2403-017RTX
    aauthor:
    Kenton Porker, Therese McBeath, James Manson (CSIRO Agriculture and Food), Brett Masters, Andrew Ware, Jacob Giles (EPAG Research), Victor Sadras, Mariano Cossani (SARDI), Michael Moodie (Frontier Farming Systems), Kent Wooding (AgInsights)
    f:
    text/html
    H:
    3d67ba8297680e736b23d0456e40a54d
    j:
    https://grdc.com.au
    l:
    en-AU
    issueno:
    Achieving water-limited yield frontiers more profitably
    title:
    Achieving water-limited yield frontiers more profitably
    tags:
    soil amelioration, sowing date, tactical agronomy, water-limited yield
    p:
    Grains Research and Development Corporation
    aissueno:
    02
    thumbfocus:
    thumb-focus-center
    sregion:
    South
    ctype:
    Update Paper
    sstate:
    South Australia
    asummary:
    A new GRDC project (CSP2404-020RTX - Profitable Yield Frontiers (PYF)) is focused on supporting tactical agronomy decisions in low to medium rainfall zones of the Southern region to achieve water-limited yield potentials.

  4. Soil texture drives deep sowing success in the driest autumn on record - GRDC

    https://grdc.com.au/resources-and-publications/grdc-update-papers/tab-content/grdc-update-papers/2025/02/soil-texture-drives-deep-sowing-success-in-the-driest-autumn-on-record

    4 Feb 2025: Growers need adaptations to overcome the challenges of large-scale sowing programs, a highly variable seasonal break and increased emphasis on the importance of timely establishment for maximum yield.

    image:
    https://grdc.com.au/__data/assets/image/0038/375887/brandmark_landscape.png
    a:
    Grains Research and Development Corporation
    b:
    Grains Research and Development Corporation
    Date:
    2025-02-04 00:05:00, 2025-02-04 00:05:00, 2025-01-24, 2025-01-28
    e:
    soil texture drives deep sowing success in the driest autumn on record, summary
    pcode:
    CSP2212-007RTX
    aauthor:
    Bonnie Flohr, Kenton Porker, Therese McBeath (CSIRO Agriculture and Food), Brett Masters, Andrew Ware, Alex Busch, Rhaquelle Meiklejohn, Regan O'Brien (EPAG Research), Greg Rebetzke (CSIRO Agriculture and Food), Jack Desbiolles (University of South
    f:
    text/html
    H:
    516997dc1864a992fd4e5639f209e506
    j:
    https://grdc.com.au
    l:
    en-AU
    issueno:
    Soil texture drives deep sowing success in the driest autumn on record
    title:
    Soil texture drives deep sowing success in the driest autumn on record
    tags:
    deep sowing, establishment, long coleoptile, soil strength
    p:
    Grains Research and Development Corporation
    aissueno:
    02
    thumbfocus:
    thumb-focus-center
    sregion:
    South
    s:
    deep sowing, establishment, long coleoptile, soil strength
    ctype:
    Update Paper
    sstate:
    South Australia
    asummary:
    Growers need adaptations to overcome the challenges of large-scale sowing programs, a highly variable seasonal break and increased emphasis on the importance of timely establishment for maximum yield.

  5. Optimising deep ripping operation to convert the worst soils into the best in sandy landscapes - GRDC

    https://grdc.com.au/resources-and-publications/grdc-update-papers/tab-content/grdc-update-papers/2025/02/optimising-deep-ripping-operation-to-convert-the-worst-soils-into-the-best-in-sandy-landscapes

    4 Feb 2025: After eight years of deep tillage research in the sandy soils of the southern region, we have repeatedly demonstrated that high soil strength is often constraining crop productivity and that management actions, such as deep ripping that loosen the

    image:
    https://grdc.com.au/__data/assets/image/0038/375887/brandmark_landscape.png
    a:
    Grains Research and Development Corporation
    b:
    Grains Research and Development Corporation
    Date:
    2025-02-04 00:05:00, 2025-02-04 00:05:00, 2025-01-23, 2025-01-24
    e:
    optimising deep ripping operation to convert the worst soils into the best in sandy landscapes, summary
    pcode:
    MSF22001-001SAX, CSP2403-017RTX, USA2306-002RTX
    aauthor:
    Chris Saunders (AMRDC, University of South Australia), Therese McBeath (CSIRO Agriculture and Food), Michael Moodie (Frontier Farming Systems), Jack Desbiolles (AMRDC, University of South Australia) and Kenton Porker (CSIRO Agriculture and Food)
    f:
    text/html
    H:
    6ca7dae7aa85fc8097a5aedc32576c38
    j:
    https://grdc.com.au
    l:
    en-AU
    issueno:
    Optimising deep ripping operation to convert the worst soils into the best in sandy landscapes
    title:
    Optimising deep ripping operation to convert the worst soils into the best in sandy landscapes
    tags:
    deep ripping, high-capacity inclusion ripping, sandy soil amelioration
    p:
    Grains Research and Development Corporation
    aissueno:
    02
    thumbfocus:
    thumb-focus-center
    sregion:
    South
    s:
    deep ripping, high-capacity inclusion ripping, sandy soil amelioration
    ctype:
    Update Paper
    sstate:
    South Australia
    asummary:
    After eight years of deep tillage research in the sandy soils of the southern region, we have repeatedly demonstrated that high soil strength is often constraining crop productivity and that management actions, such as deep ripping that loosen the

  6. Constraint mapping and nowcasting of plant available water (PAW) - GRDC

    https://grdc.com.au/resources-and-publications/grdc-update-papers/tab-content/grdc-update-papers/2025/02/constraint-mapping-and-nowcasting-of-plant-available-water-paw

    4 Feb 2025: Knowledge of soil variability across a paddock opens up the possibility to manage this variability with the adoption of precision agriculture. Common examples are varying inputs, such as fertiliser, if there are differences in soil type, and

    image:
    https://grdc.com.au/__data/assets/image/0038/375887/brandmark_landscape.png
    a:
    Grains Research and Development Corporation
    b:
    Grains Research and Development Corporation
    Date:
    2025-02-04 00:05:00, 2025-02-04 00:05:00, 2025-01-23, 2025-01-24
    e:
    constraint mapping and nowcasting of plant available water (paw), summary
    pcode:
    UOS2001-002RTX, UOS2206-009RTX
    aauthor:
    Thomas Bishop, Jie Wang, Nikolas Hoskin and Patrick Filippi (The University of Sydney)
    f:
    text/html
    H:
    36102b7d9ffa3110c1ec3f2772325266
    j:
    https://grdc.com.au
    l:
    en-AU
    issueno:
    Constraint mapping and nowcasting of plant available water (PAW)
    title:
    Constraint mapping and nowcasting of plant available water (PAW)
    tags:
    precision agriculture, soil constraints, soil water, spatial
    p:
    Grains Research and Development Corporation
    aissueno:
    02
    thumbfocus:
    thumb-focus-center
    sregion:
    South
    s:
    precision agriculture, soil constraints, soil water, spatial
    ctype:
    Update Paper
    sstate:
    South Australia
    asummary:
    Knowledge of soil variability across a paddock opens up the possibility to manage this variability with the adoption of precision agriculture. Common examples are varying inputs, such as fertiliser, if there are differences in soil type, and

  7. Subsurface phosphorus placement does not improve crop performance compared with shallow placement in south-eastern Australia - GRDC

    https://grdc.com.au/resources-and-publications/grdc-update-papers/tab-content/grdc-update-papers/2025/02/subsurface-phosphorus-placement-does-not-improve-crop-performance-compared-with-shallow-placement-in-south-eastern-australia

    4 Feb 2025: Placement of phosphorus (P) fertiliser in bands near the seed (approximately 5cm below the soil surface) is a common practice in southern cropping systems. This practice can lead to a build-up of P in the topsoil in zero-tilled systems where it

    image:
    https://grdc.com.au/__data/assets/image/0038/375887/brandmark_landscape.png
    a:
    Grains Research and Development Corporation
    b:
    Grains Research and Development Corporation
    Date:
    2025-02-04 00:05:00, 2025-02-04 00:05:00, 2025-01-20, 2025-01-24
    e:
    subsurface phosphorus placement does not improve crop performance compared with shallow placement in south-eastern australia, summary
    pcode:
    DPI2001-033RTX
    aauthor:
    Katherine Dunsford, Roger Armstrong (Agriculture Victoria), Kirsten Verburg (CSIRO Agriculture and Food), Nigel Wilhelm (South Australian Research and Development Institute), Therese McBeath (CSIRO Agriculture and Food) and Shihab Uddin (NSW
    f:
    text/html
    H:
    e1cb301a6a21fab2fccce14b43359858
    j:
    https://grdc.com.au
    l:
    en-AU
    issueno:
    Subsurface phosphorus placement does not improve crop performance compared with shallow placement in south-eastern Australia
    title:
    Subsurface phosphorus placement does not improve crop performance compared with shallow placement in south-eastern Australia
    tags:
    phosphorus, soil water, species contrasts, subsurface nutrients
    p:
    Grains Research and Development Corporation
    aissueno:
    02
    thumbfocus:
    thumb-focus-center
    sregion:
    South
    s:
    phosphorus, soil water, species contrasts, subsurface nutrients
    ctype:
    Update Paper
    sstate:
    South Australia
    asummary:
    Placement of phosphorus (P) fertiliser in bands near the seed (approximately 5cm below the soil surface) is a common practice in southern cropping systems. This practice can lead to a build-up of P in the topsoil in zero-tilled systems where it

  8. Assessing the impact and effective testing of root disease - GRDC

    https://grdc.com.au/resources-and-publications/grdc-update-papers/tab-content/grdc-update-papers/2025/02/assessing-the-impact-and-effective-testing-of-root-disease

    4 Feb 2025: Key soilborne diseases, including crown rot, Rhizoctonia root rot and root lesion nematode, are estimated to cause Australian grain growers more than $500 million per annum in direct yield losses – an average loss of ~$38/ha over every paddock,

    image:
    https://grdc.com.au/__data/assets/image/0038/375887/brandmark_landscape.png
    a:
    Grains Research and Development Corporation
    b:
    Grains Research and Development Corporation
    Date:
    2025-02-04 00:05:00, 2025-02-04 00:05:00, 2025-01-17, 2025-01-21
    e:
    assessing the impact and effective testing of root disease, summary
    pcode:
    UOA2206-007RTX, DAW2206-006RTX
    aauthor:
    Blake Gontar (South Australian Research and Development Institute, University of Adelaide), Alyce Dowling (University of Adelaide), Steve Barnett (South Australian Research and Development Institute, University of Adelaide), Amanda Cook (South
    f:
    text/html
    H:
    962c9d7c49eb151cf91bbf935d24b418
    j:
    https://grdc.com.au
    l:
    en-AU
    issueno:
    Assessing the impact and effective testing of root disease
    title:
    Assessing the impact and effective testing of root disease
    tags:
    integrated disease management, Predicta B, root disease, soilborne disease
    p:
    Grains Research and Development Corporation
    aissueno:
    02
    thumbfocus:
    thumb-focus-center
    sregion:
    South
    s:
    integrated disease management, Predicta B, root disease, soilborne disease
    ctype:
    Update Paper
    sstate:
    South Australia
    asummary:
    Key soilborne diseases, including crown rot, Rhizoctonia root rot and root lesion nematode, are estimated to cause Australian grain growers more than $500 million per annum in direct yield losses – an average loss of ~$38/ha over every paddock,

  9. Nitrogen management in the world of AI - lessons from the Future Farm project - GRDC

    https://grdc.com.au/resources-and-publications/grdc-update-papers/tab-content/grdc-update-papers/2025/02/nitrogen-management-in-the-world-of-ai-lessons-from-the-future-farm-project

    4 Feb 2025: Over the past decades, many digital nitrogen (N) management methods have been developed, utilising different input data and recommendation frameworks. During the Future Farm project, thirteen methods for mid-season N recommendations in cereal

    image:
    https://grdc.com.au/__data/assets/image/0038/375887/brandmark_landscape.png
    a:
    Grains Research and Development Corporation
    b:
    Grains Research and Development Corporation
    Date:
    2025-02-04 00:05:00, 2025-02-04 00:05:00, 2025-01-17, 2025-01-20
    e:
    nitrogen management in the world of ai - lessons from the future farm project, summary
    pcode:
    CSP1803-020RMX
    aauthor:
    Jonathan Richetti (CSIRO), Andre Colaço (University of Sao Paulo), Roger Lawes (CSIRO), Brett Whelan (University of Sydney) and Rob Bramley (CSIRO)
    f:
    text/html
    H:
    d19a3b2c4cabafa19be028d4e97a57f2
    j:
    https://grdc.com.au
    l:
    en-AU
    issueno:
    Nitrogen management in the world of AI - lessons from the Future Farm project
    title:
    Nitrogen management in the world of AI - lessons from the Future Farm project
    tags:
    artificial intelligence, cereals, data-driven modelling, mid-season nitrogen
    p:
    Grains Research and Development Corporation
    aissueno:
    02
    thumbfocus:
    thumb-focus-center
    sregion:
    South
    s:
    artificial intelligence, cereals, data-driven modelling, mid-season nitrogen
    ctype:
    Update Paper
    sstate:
    South Australia
    asummary:
    Over the past decades, many digital nitrogen (N) management methods have been developed, utilising different input data and recommendation frameworks. During the Future Farm project, thirteen methods for mid-season N recommendations in cereal

  10. Pulse physiology, phenology, and productivity - GRDC

    https://grdc.com.au/resources-and-publications/grdc-update-papers/tab-content/grdc-update-papers/2025/02/pulse-physiology,-phenology,-and-productivity

    4 Feb 2025: GRDC has made specific investments to quantify the rate of genetic gains in pulses. Experiments compare historic collections of commercial varieties, and genetic gain is calculated as the slope of the relationship between yield and year of release.

    image:
    https://grdc.com.au/__data/assets/image/0038/375887/brandmark_landscape.png
    a:
    Grains Research and Development Corporation
    b:
    Grains Research and Development Corporation
    Date:
    2025-02-04 00:05:00, 2025-02-04 00:05:00, 2025-01-10, 2025-01-14
    e:
    pulse physiology, phenology, and productivity, summary
    pcode:
    UOT1909-002RTX, UOA2204-004RTX, DPI2205-022RTX, UOA2202-006RSX
    aauthor:
    Victor Sadras, Lachlan Lake, Mariano Cossani, James Manson, Raul Gimenez (South Australian Research and Development Institute), Nicole Dron (NSW DPI)
    f:
    text/html
    H:
    e2cd4f9f2fa2db66ec97ff648b181ecd
    j:
    https://grdc.com.au
    l:
    en-AU
    issueno:
    Pulse physiology, phenology, and productivity
    title:
    Pulse physiology, phenology, and productivity
    tags:
    gain number, grain weight, podding, trade-off
    p:
    Grains Research and Development Corporation
    aissueno:
    02
    thumbfocus:
    thumb-focus-center
    sregion:
    South
    s:
    grain number, grain weight, podding, trade-off
    ctype:
    Update Paper
    sstate:
    South Australia
    asummary:
    GRDC has made specific investments to quantify the rate of genetic gains in pulses. Experiments compare historic collections of commercial varieties, and genetic gain is calculated as the slope of the relationship between yield and year of release.

  11. An integrated approach to effectively manage pulse diseases a South Australian perspective - GRDC

    https://grdc.com.au/resources-and-publications/grdc-update-papers/tab-content/grdc-update-papers/2025/02/an-integrated-approach-to-effectively-manage-pulse-diseases-a-south-australian-perspective

    4 Feb 2025: Extended dry conditions across most cropping areas of South Australia in 2024 resulted in no substantial disease infection in pulse crops. Dry conditions also restricted crop growth and biomass production, and canopy closure was not achieved in many

    image:
    https://grdc.com.au/__data/assets/image/0038/375887/brandmark_landscape.png
    a:
    Grains Research and Development Corporation
    b:
    Grains Research and Development Corporation
    Date:
    2025-02-04 00:05:00, 2025-02-04 00:05:00, 2025-01-09, 2025-01-13
    e:
    an integrated approach to effectively manage pulse diseases a south australian perspective, summary
    pcode:
    DEE2404-002RTX, UOA2105-013RTX, DEE2403-003SAX, DAW2112-002RTX, DJP2304-004RTX, CUR2403-003RTX, CUR2302-002RTX, DPI2206-023RTX, DEE2407-001RTX
    aauthor:
    Joshua Fanning (Agriculture Victoria), Sarah Day (South Australian Research and Development Institute), Chloe Findlay, Dharushana Thanabalasingam (Agriculture Victoria), Kurt Lindbeck (NSW Department of Primary Industries)
    f:
    text/html
    H:
    7a6f8ea35cf8a2a9ced1fa14d1db0c60
    j:
    https://grdc.com.au
    l:
    en-AU
    issueno:
    An integrated approach to effectively manage pulse diseases a South Australian perspective
    title:
    An integrated approach to effectively manage pulse diseases a South Australian perspective
    tags:
    fungicides, integrated disease management, pulses, varietal resistance
    p:
    Grains Research and Development Corporation
    aissueno:
    02
    thumbfocus:
    thumb-focus-center
    sregion:
    South
    s:
    • fungicides, integrated disease management, pulses, varietal resistance
    ctype:
    Update Paper
    sstate:
    South Australia
    asummary:
    Extended dry conditions across most cropping areas of South Australia in 2024 resulted in no substantial disease infection in pulse crops. Dry conditions also restricted crop growth and biomass production, and canopy closure was not achieved in many

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