featured image for New aerial imagery – before and after Cyclone Gabrielle

New aerial imagery – before and after Cyclone Gabrielle

5 April 2023
Cyclone Gabrielle left a trail of destruction in its wake as it swept through the Hawkes Bay area, and now with the power and accessibility of satellite imagery we have the ability to see it with our own eyes.

Members of the Scion Digital and Geospatial Intelligence Team led by Grant Pearse have used high resolution aerial imagery to zoom in on some of the hardest hit areas. To illustrate the scale of the disaster they have embedded a before and after slider providing an unprecedented insight into the devastation for those who didn’t experience it first-hand.

This imagery, made available by LINZ, is captured 10 cm pixel resolution making detail much more visible than satellite imagery.

Click to view.

Looking at the aerial imagery, it is clear to see that some of the worst affected areas are those closest to the coast or on hill country. Red spots on the map highlight some examples. Zoom out to find these and zoom in to compare before and after.

The use of high-resolution imagery and satellite technology to assess natural disasters is a relatively new development, but it is one that is proving to be incredibly valuable. By providing us with a spatial understanding of the damage caused by storms like Cyclone Gabrielle, we are better equipped to respond to these disasters and provide support to those affected. It could be used to direct emergency efforts more effectively, identify industry loss and recovery efforts and support insurance claims as a start point.

This work was possible due to the efforts from the team who are currently working on the Smart Forest Project which aims to create a digital twin of the productive forest estate in New Zealand at national scale. To learn more about this initiative, how to get involved and explore the prototype click here. This work has the potential to be foundational for Cyclone Gabrielle analysis and future planning and knowledge as the AI model could be redeployed to answer some of the critical questions around forest loss, slash volume, erosion and more.

Acknowledgements: Model development: Grant Pearse and Sam Davidson

Dataset creation/curation and GIS team: Melanie Palmer, Ben Steer, Samuel Wong, Elizaveta Graevskaya, Nicolò Camarretta, Atman Dhruva, and Angus Loader. With thanks to Land Information New Zealand for imagery and technical advice.


Scion Project Owner and Sponsor: Claire Stewart – New Value Digital Forests

More Posts

Image

From AI to heavy machinery: What’s on at HarvestTECH & Wood Transport Logistics 2026

Forestry operations are under pressure from all directions – rising costs, tighter margins, changing workforce requirements and growing demands for greater efficiency and safety. That makes the practical side of technology increasingly important. What is actually working in the forest? ...
Read more
Image

Caterpillar is bringing to AI deployment what it learned from automating mining

Nearly every company that’s trying to deploy artificial intelligence runs into the same problem: it’s hard to integrate the tech into everyday operations. Industrial heavyweight Caterpillar has spent decades dealing with a version of that problem in the physical world, ...
Read more
Image

Free program to help SMEs advance AI and digital tech ideas in Queensland

The free eight-week online program, delivered by Australia’s national science agency, CSIRO, helps businesses turn early-stage ideas into actionable R&D plans while building connections with expert facilitators and researchers. Offered through the Queensland Government-funded Regional University Industry Collaboration (RUIC) program, ...
Read more
Image

Tairawhiti – Productivity is bigger than the crew

Tony Hill of Hill Logging picked me up at 6:00am for a visit to his steep country winch-assist (SWY) operation east of Mangatu Forest. Many readers will know Tony through his role as NZ Logger Magazine’s “Iron Tester”. Tony comes ...
Read more
Image

Next generation of Komatsu forestry machines

Komatsu Forest presents a new generation of forestry machines, where both harvesters and forwarders have been comprehensively updated to meet the evolving demands of modern forestry. The new range combines improved productivity with reduced environmental impact, focusing on efficiency, operator ...
Read more
Image

Enforcement data reveals where forestry needs to lift its game

Strengthening organisational capability, planning, supervision and risk management remains one of the forestry sector’s biggest challenges, according to new enforcement data released by WorkSafe New Zealand. During the 2025/26 business year, WorkSafe conducted 526 assessments across the forestry industry. One ...
Read more
Image

Learning Through the Storm: Report released

The Top of the South Wood Council, with support from Te Uru Rākau – New Zealand Forest Service, has recently released  Learning Through the Storm, a report on the widespread windthrow caused by the severe storm events of 2025.  On July ...
Read more
Image

Testing New Zealand’s first heavy electric loader

A Volvo L120 Electric wheel loader is helping PermaPine test what sustainable equipment can really deliver in one of New Zealand’s most demanding timber processing environments. Set on a 100-acre site outside Taupō, PermaPine is New Zealand’s largest manufacturer of ...
Read more
Image

New Canopy Class certification raises the bar for contractors

When Skipps Logging became one of the first contractors to achieve Safetree’s new Canopy Class certification recently, they celebrated the win with a special presentation in Cambridge. The certification, which Skipps helped pilot, is designed to recognise contractors who demonstrate ...
Read more
Image

Forestry confirms new training partnership with Competenz

New Zealand’s forestry sector has confirmed it will align its workplace vocational training with the new Engineering and Manufacturing Private Training Establishment (PTE), operating under Competenz. The decision follows extensive consultation with employers, contractors and training providers, led by the ...
Read more
Image

Recent spike in log truck & trailer rollovers

Recent industry discussions and safety incident data have highlighted a concerning increase in log truck and trailer rollover events across New Zealand. Industry leaders, Forest Owners, Transport Operators, and the Log Transport Safety Council (LTSC) have acknowledged that this trend requires ...
Read more
Image

Driver fatigue: What half a billion kms has taught us

The launch of Transporting New Zealand’s Fatigue Management: Road Freight Update at their recent 60th Anniversary Conference provides an opportunity to reflect on how our understanding of driver fatigue is evolving. AutoSense was proud to support the report because it brings together ...
Read more
Image

Excavator fleet at iron ore mine now fully electric

The first of Andrew Forrest’s giant iron ore mines in the Pilbara is now operating with an entirely electric fleet of huge excavators, as testing continues nearby on the first of its in-house 6 MW fast chargers, likely the biggest ...
Read more
Image

HarvestTECH & Wood Transport Logistics 2026 programme released

The programme has now been released for HarvestTECH & Wood Transport Logistics 2026, bringing together two days of presentations focused on the latest developments in forest harvesting, wood transport and supply chain logistics. Running in Rotorua, New Zealand on 10–11 ...
Read more
Image

Linfox rolls out 26 heavy-duty electric trucks

Australia’s biggest private logistics company is rolling out a fleet of 26 heavy-duty Volvo electric trucks across Melbourne, Brisbane and Adelaide on some of the country’s busiest urban freight routes. Linfox said it is putting the first of its battery-powered ...
Read more
Image

Kesla introduces new F-Series forwarder crane range

Kesla has expanded its forestry equipment portfolio with the launch of a new F-Series range of forwarder cranes, designed for the most common forwarder size classes. The new family includes the 9F/FT, 10F/FT, 12F/FT and 14F/FT models and replaces a ...
Read more
Image

NZ safety gains drive drop in forestry’s injury claims

Forestry’s injury claims have fallen by around 34 percent since 2018, reflecting sustained improvements in safety performance and injury prevention across the sector. ACC has highlighted the Forest Industry Safety Council (FISC) as a strong example of what can be ...
Read more
Image

Ensuring safety in native timber harvesting

The Forest Harvesting Safety Project is setting new safety standards in Queensland’s state-owned native timber harvesting by aligning safety responsibilities and providing practical tools.  The Forest Harvesting Safety Project is setting new safety standards and requirements for those undertaking selective harvesting ...
Read more
Image

We’re targeting 35% electrification in 10 years – but 35% of what?

When Australia’s Chris Bowen and Turkey’s Murat Kurum unveiled their “35 by 35” flagship target at Bonn this month – raising electricity’s share of global Final Energy from around 20 per cent today to 35 per cent by 2035 – it was ...
Read more
Image

Government backs major North Island freight hub

The Government has approved up to $22.4 million in funding to support the rail component of Te Utanganui – a major new freight hub in Palmerston North, Rail Minister Winston Peters and Regional Development Minister Shane Jones say. Te Utanganui ...
Read more
Image

Empowering forestry and wood through tech

The Government is backing the New Zealand’s forestry sector’s innovation and sustainable productivity, announced from Agriculture Minister Todd McClay last month. “Greater land use flexibility results in prosperity through productivity, and new production methods and technologies are key to driving ...
Read more