Field notes

Bushfire mitigation analysis from the model and the fireground.

What we find when we run the numbers, what happens when the prediction meets the fire, and the occasional piece of company news.

The FiSci logo, flame-and-leaf mark above the FiSci wordmark.

/Kevin Bonner

A new chapter: FiSci is now open for business in Europe

Country-wide vegetation and fire scar data across the UK and mainland Europe, and why this summer made it a priority.

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Low smoke drifting across the inlet and forested ridges of the Far South Coast during the autumn 2026 hazard reduction burns.

/Matthew Robards

Prescribed Burning on the Far South Coast: A Shield of Fire

A coordinated autumn burn programme by FCNSW, RFS and NPWS quietly took roughly 13,700 asset-impact events off the table. We re-ran the worst day on record to measure it.

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Three-dimensional landscape view of the simulated fire running along a hillside near Kemps Lane.

/Matthew Robards

Bushfire Simulation vs Reality: The Kemps Lane Fire

I ran a simulation out of curiosity on a Friday afternoon. Two hours later my pager went off and I was standing in it.

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FiSci logo with the flame mark styled in the stars and stripes of the United States flag.

/Kevin Bonner

A new chapter: FiSci is now open for business in the USA

Country-wide vegetation and fire scar data across America, and the Mitigate platform behind it.

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C2 Operations and FiSci logos side by side on a flame-patterned background, marking the partnership.

/Kevin Bonner

Simon Davis joins the FiSci advisory board

A strategic partnership with C2 Operations, and two decades of Australian fire and emergency services leadership joining our advisory board.

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Fire scar map showing the fragmented, patchy result of early dry season burns across a Northern Territory property.

/Matthew Robards

High-Resolution Bushfire Risk Analysis in a Wet Fire Season

A wet year leaves patchy burns. The unburnt gaps are tomorrow's fuel — and the question is which of them matter.

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Burn scar detected by FiSci's deep learning algorithm, shown as a red overlay on satellite imagery along the Stuart Highway.

/Kevin Bonner

Fire Scar Mapping Accuracy on the Stuart Highway

Ground-truthing a deep learning fire scar model with Google Street View, and finding it correct down to a single clump of trees.

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A low line of flames creeping through leaf litter during a hazard reduction burn in eucalypt bushland, with thin smoke between the trunks.

/Kevin Bonner

From insight to action: prescriptive analytics in Mitigate

Part three of three. Once you know where fire will go, the question becomes what to do about it.

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A towering smoke column rising from a wildfire behind dry grassland under a storm-lit sky.

/Kevin Bonner

Predictive Bushfire Analytics: Modelling Risk Before Fire Strikes

Part two of three. Where will danger come from, what is most at risk, and how will fire actually move?

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Aerial view of eucalypt forest, grassland and scrub divided by a dirt road and a creek line.

/Kevin Bonner

Understanding descriptive analytics in bushfire mitigation

Part one of three. Before you can model anything, you have to know what is actually there.

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Green epicormic regrowth sprouting from charred eucalypt trunks after a bushfire.

/Kevin Bonner

Fuel Load Management: Lessons from Wildfires Past and Present

The Los Angeles fires, Black Summer, and what belongs in a fire risk management strategy.

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Matthew Robards, Co-Founder and CEO of FiSci.

/Matthew Robards

From machine learning to wildfires: my unconventional path to FiSci

Space debris lasers, a decade at Hivery, Black Summer, and a pager.

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Vineyard rows under dense bushfire smoke, with the sun a dim orange disc.

/Kevin Bonner

Smoke Taint in Vineyards: Assessing Bushfire Smoke Risk

Volatile phenolic compounds, unmarketable wine, and over $100 million lost in NSW alone.

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Kevin Bonner, Co-Founder and COO of FiSci.

/Kevin Bonner

My first month as a co-founder at FiSci

On saying yes, on being out of your depth after twenty years, and on how generous the firetech industry turned out to be.

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Wind turbines and a solar farm on dry Australian hills under a bushfire smoke haze.

/Matthew Robards

Bushfire Risk for Wind and Solar Farms

Solar farms, wind turbines and hydro — and why proactive risk reduction belongs in the operating budget.

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Orange bushfire glow on the horizon at dusk, seen from a ridge through silhouetted gum trees.

/Matthew Robards

FiSci ignites: harnessing AI to combat wildfires

The official launch of FiSci.

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