Winner: Solutions for Adaptation Hackathon 2025

Protecting Queensland's Bananas from a Warming Climate

We are Clayton, Matthew, Yee, Jesse and Take Team QUT.

A solution developed to prepare for climate change. Our smart cooling system protects bananas, conserves water, and secures the future of farming with minimal risk and cost.

The Challenge

The Heat Threat

Rising global temperatures are causing significant heat stress to banana crops in Queensland. Extreme heat damages fruit quality, reduces yield, and threatens the livelihood of farmers.

Risk of Existing Sprinkler System

Current micro-sprinklers system risk creating a "sauna effect"—high humidity that promotes fungal diseases.

The Insight

Why We Chose This Path

We don't want to build a system that is too expensive or complex to use. We looked at what farmers already had.

The Opportunity

Research shows evaporative cooling can lower crop temps by 1 to 3 degrees. Better yet, 60% of North Queensland growers already have micro-sprinklers installed—they just don't use them for cooling yet.

The Barrier

Farmers are hesitant to adopt new tech because it's usually expensive and complicated. Risk is a luxury they can't afford. They tend to stick with what they know rather than investing in unproven, costly hardware.

Our Strategy

Instead of asking for new infrastructure, we retrofit existing systems. By automating what they already own, we keep costs low and make cooling feasible. This is the heart of Cool Cool Bananas.

Our Winning Solution

A data-driven ecosystem that integrates real-time climate monitoring with automated cooling logic.

Real-Time Data Triangulation

We aggregate live climate data from three distinct sources to make precise cooling decisions:

  • (A) On-site Field Sensors
  • (B) Bureau of Meteorology API
  • (C) Surrounding Farm Data

Periodic Cooling Logic

Continuous spraying causes fungal issues. Our system utilizes Smart Periodic Cycles. We pulse the cooling on and off to drop the temperature immediately while keeping humidity below the "danger zone" for fungus.

Heat Threshold Alerts

Farmers can't watch screens all day. Our system sends instant alerts when temperature thresholds are breached, allowing for rapid manual intervention if the automated system needs support.

Community Data Grid

Adaptation is a group effort. Our platform allows anonymized data sharing between neighbors, creating a micro-climate map that helps the whole region prepare for heatwaves.

Meet Team QUT

The minds behind the solution

Team QUT
C

Clayton Ma

Master of Data Science

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M

Matthew Little

Master of Information Technology

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Y

Yee Wei Lim

Master of Information Technology

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J

Jesse Wei

Master of Information Technology

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T

Takeyuki Murakami

Master of Information Technology

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