hort logo
  • 20Hort IQ
  • 20Frontiers
  • Membership
  • 20Delivery Partner Portal
Information hub

Information hub

Our projects
Research and development
Marketing
Trade and export
Data and insights
Biosecurity R&D
Growers

Growers

Find your industry
How we work
Safe and effective crop protection
Become a Member
Find your industryView all
Almond
Apple and pear
Avocado
Banana
Delivery partners

Delivery partners

Current partnership opportunities
Resources for delivery partners
Delivery Partner Portal
Register as a delivery partner
About us

About us

What we do
How we work
Strategy 2031
Performance and reporting
Engagement and partnership
Leadership and governance
Work with us
Contact us
Become a Member
News and events

News and events

Latest news
Upcoming events
Industry communications
Stay connected
  1. Home
  2. Information hub
  3. Our projects

Historical document

Developing a crop forecasting system for the Australian mango industry (MG05004)

Publication date: April 1, 2010

Delivery Partner: Regional Development, Primary Industry, Fisheries and Resources

Download the final report
hort logo
  • yt
  • fb
  • Subscribe to email updates
    • Information hub
      • Ask our information hub
      • Research and development
      • Marketing
      • Trade and export
      • Data and insights
      • Biosecurity R&D
    • Growers
      • Safe and effective crop protection
      • How we work
      • Become a Member
    • Delivery partners
      • Current partnership opportunities
      • Delivery Partner Portal
      • Register as a delivery partner
      • Resources for delivery partners
    • About us
      • What we do
      • How we work
      • Strategy 2031
      • Performance and reporting
      • Engagement and partnership
      • Leadership and governance
      • Work with us
      • Contact us
    • News and events
      • Latest news
      • Upcoming events
      • Industry communications
      • Stay connected

    Group

     © 2026 Horticulture Innovation Australia Limited.

    • Terms of Use
    • Cookies Policy
    • Privacy Policy

    This is a final research report from Hort Innovation’s historical archives. Please note that as these reports may date back as far as the 1990s, the content and recommendations within them may be superseded by more recent research.

    What was it all about?

    Mangoes were a highly seasonal fruit with a fluctuating supply from one year to the next. The forecasting system developed as part of this project identified peaks and troughs in supply assisting the mango industry in planning their harvest and marketing programs.

    The crop forecasting system was designed by DoR in conjunction with the local NT Mango Industry Association (NTMIA). The system used predictions based on flowering data provided by growers and the application of heat sum calculations to convert this flowering data into a harvest pattern.

    The research component of the project, verifying the heat sums (the time taken from flowering to harvest based on temperatures) in different regions, was successfully carried out. The system was trialled for four mango varieties Kensington Pride (KP), Keitt, Calypso and R2E2 at different orchards in different regions. This confirmed that whilst the time until maturity differed between varieties, heat sums were consistent across the region.

    As a logistics tool, the crop forecast proved especially useful in the NT. Yearly labour and transport forums allowed the industry to organise their supply of harvest labour and transport. However, the participation of Queensland (QLD) growers did not match that of the NT. This was addressed by extending the life of the project.

    Feedback on the project was positive. The participation of growers in the system increased dramatically through the duration of the project. In addition, over 40 publications were produced and distributed to stakeholders during the project. They included the crop forecast, dry matter prediction dates, season overviews, a manual and a CD-based heat sums calculator for individual use.

    Details

    This historical project was a strategic levy investment in the Hort Innovation Mango Fund

    Related industries

    • Mango

    Recommended for you

    Horticulture trade data 2026–2028 (MT25011)
    Ongoing project

    Horticulture trade data 2026–2028 (MT25011)

    This project is providing the Australian horticulture sector with high‑quality global trade intelligence.

    Ongoing project

    Horticultural Statistics Handbook 2024-27 (MT24019)

    This project will deliver an annual statistics handbook on the state of the horticulture industry.

    Completed projectJuly 4, 2025

    Consumer usage and attitude tracking 2023/24 (MT23201)

    The Hort IQ Usage and Perceptions Tracker was a continuous monitor of Australian consumer attitudes and behaviours relating to fresh produce. It aims to provide Hort Innovation and its associated stakeholders with a view on important consumer metrics, which can inform strategic decisions.

    Consumer usage and attitude tracking 25/26 (MT24201)
    Ongoing project

    Consumer usage and attitude tracking 25/26 (MT24201)

    This project is delivering a comprehensive consumer tracking program across the Australian horticulture sector.