Harvesters & machinery

Harvesters, forwarders, planting machines and autonomy: new models, automation, operator assistance and machine data.

Satellite monitoring

Sveaskog tests load-measuring crane, Södra forest plans update from satellite | #063

Sep 15, 2026

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2 min read

Sveaskog tests load-measuring crane, Södra forest plans update from satellite | #063

Also: Sentinel volume model moves from Norway to Finland, windthrow AI fails abroad, ForestrySA adds a Pano AI fire camera

Axel Wretemark

Satellite monitoring

Romania tracks timber lorries by permit, Skogforsk's Autoplant planting machine | #062

Sep 8, 2026

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2 min read

Romania tracks timber lorries by permit, Skogforsk's Autoplant planting machine | #062

Also: SenseNet buys N5 Sensors' wildfire unit, Metsä orders Valmet's 3D Fiber line, a model predicts heat-treated wood outcomes

Axel Wretemark

Nordic forestry

Muon Space banks $250M for FireSat, Sweden's electric timber trucks now a fleet | #060

Aug 25, 2026

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2 min read

Muon Space banks $250M for FireSat, Sweden's electric timber trucks now a fleet | #060

Also: SLU counts moose with thermal drones, Ponsse harvester laser guidance adds 1 to 3 percent, backpack lidar works leaf-off only

Axel Wretemark

Satellite monitoring

Arauco orders Raute AI panel graders, Ponsse puts AI on harvester teardowns | #055

Jul 21, 2026

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1 min read

Arauco orders Raute AI panel graders, Ponsse puts AI on harvester teardowns | #055

Also: FireSat's first three wildfire satellites reach orbit

Axel Wretemark

Satellite monitoring

OroraTech satellites go live in Greece, Bezos Earth Fund gives FireSat $26M | #053

Jul 7, 2026

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1 min read

OroraTech satellites go live in Greece, Bezos Earth Fund gives FireSat $26M | #053

Also: Skogforsk measures stem sweep from the harvester, Ecobase registers with Verra and builds Forestry OS for Swedish foresters

Axel Wretemark

Nordic forestry

Jul 2, 2026

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4 min read

Nordic Forestry Automation raises SEK 48M for harvester automation, deep dive | #052

Sponsored deep dive: what the round funds, Generation 2 semi-automation for thinning harvesters, and the stand data NFA collects

Axel Wretemark

Satellite monitoring

NFA closes SEK 48M harvester round, Arboreal IDs logs from end-grain photos | #051

Jun 30, 2026

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2 min read

NFA closes SEK 48M harvester round, Arboreal IDs logs from end-grain photos | #051

Also: Norway puts 90M kroner into FAO's SEPAL satellite platform, Canada commits $130M across 56 forest-sector projects

Axel Wretemark

Nordic forestry

Nordluft wins BVLOS forest drone permit, Kanop puts forest carbon data in Claude | #050

Jun 23, 2026

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2 min read

Nordluft wins BVLOS forest drone permit, Kanop puts forest carbon data in Claude | #050

Also: Umeå teaches a forwarder crane multi-log grabs, ForestBioFacts adds an AI assistant, pine bark cleans wastewater

Axel Wretemark

Nordic forestry

Södra scales Viking Analytics AI to 3 mills, SweTree robot picks tree embryos | #049

Jun 16, 2026

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3 min read

Södra scales Viking Analytics AI to 3 mills, SweTree robot picks tree embryos | #049

Also: Logscom marks logs in the harvester for traceability, New Dawn Bio grows wood in bioreactors, Treebula hires CXO and CTO

Axel Wretemark

Nordic forestry

AirForestry drone fells first live tree, SLU lidar maps 117 million trees | #046

May 26, 2026

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2 min read

AirForestry drone fells first live tree, SLU lidar maps 117 million trees | #046

Also: SCA's AI cassette check at Bogrundet nursery, Ponsse's Buffalo Planter, and SkogsAI signs its first customer

Axel Wretemark

Nordic forestry

Weyerhaeuser adopts NFA harvester AI, Södra closes venture arm Södra Ädla | #042

Apr 28, 2026

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3 min read

Weyerhaeuser adopts NFA harvester AI, Södra closes venture arm Södra Ädla | #042

Also: Dryad hangs 1,100 wildfire sensors in Colorado, 3Dtrees.earth opens a forest lidar pipeline, Billerud's electric timber truck

Axel Wretemark

Nordic forestry

Mellanskog Skogstorget hits 25% of clearing, Nordic BioPower starts biochar | #040

Apr 14, 2026

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5 min read

Mellanskog Skogstorget hits 25% of clearing, Nordic BioPower starts biochar | #040

Also: Jobba Grönt recruits gamers as harvester operators, Alabama's forestry accelerator, and Canada funds a robotic truss plant

Axel Wretemark

Nordic forestry

Skogforsk maps root rot with harvester data, Komatsu acquires Malwa Forest | #039

Apr 7, 2026

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4 min read

Skogforsk maps root rot with harvester data, Komatsu acquires Malwa Forest | #039

Also: Canadian Forest Service maps large old trees with airborne lidar, and Mast delivers first biomass burial carbon credits

Axel Wretemark

Nordic forestry

Mar 17, 2026

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5 min read

Kopparfors storm salvage by drone and ML, Treemetrics launches Crann AI | #036

Also: LumberScan and Södra digitise log yard inventory, smart forestry market to double by 2032, Komatsu MaxiXT on TimberPro

Axel Wretemark

Nordic forestry

Feb 24, 2026

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4 min read

Skogforsk boom-tip control speeds harvesters, Canada rebuilds growth models | #033

Also: EcoVibes turns forest sound into biodiversity data, DeepForest drone cameras see through canopy, Triona's protected forest map

Axel Wretemark

Satellite monitoring

Feb 17, 2026

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4 min read

UPM scales Aarnibot AI assistant, Scania pilots electric timber truck with SCA | #032

Also: ForestX acquires LogStack, New Zealand streams live harvester data, GAR and Arkadiah's AI carbon MRV in Indonesia

Axel Wretemark

Timber logistics

Laser scanning gives trees a fingerprint, AutoForst links harvester to sawmill | #028

Jan 20, 2026

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4 min read

Laser scanning gives trees a fingerprint, AutoForst links harvester to sawmill | #028

Also: AI precision forestry for Finnish small owners, biomass plant reborn as AI data centre, Manulife and veritree bioacoustics

Axel Wretemark

Nordic forestry

Jan 13, 2026

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4 min read

SLU AI maps Sweden's hidden waterways, Södra scales Nordic Forestry Automation | #027

Also: Grünecho tests LLMs on ICP Forests data, Tasmania doubles AI wildfire cameras, Arevo arGrow roots-first seedling growth

Axel Wretemark

Nordic forestry

Deep dive: Skyforest drones, STA loggers and Södra BraSatt map every seedling | #026

Jan 8, 2026

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12 min read

Deep dive: Skyforest drones, STA loggers and Södra BraSatt map every seedling | #026

Three paths to seedling-level precision reforestation: drone inventory, tool-mounted logging and robotic planting

Axel Wretemark

Harvesters & machinery

Four deep dives revisited: tree nurseries, Forestry 4.0, precision forestry | #025

Jan 6, 2026

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2 min read

Four deep dives revisited: tree nurseries, Forestry 4.0, precision forestry | #025

A brief holiday pause, with links to earlier BTB deep dives and the reader survey

Axel Wretemark

Nordic forestry

FSC Motion 30 traceability, Luleå virtual data for autonomous harvesters | #019

Nov 25, 2025

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3 min read

FSC Motion 30 traceability, Luleå virtual data for autonomous harvesters | #019

Also: Finnish forest machines report work automatically, SingleTree tree-level harvest planning, Live Canopy Digital Tree framework

Axel Wretemark

Nordic forestry

Forestry tech forecasts 2010–2015 revisited, lidar, StanForD and automation | #014

Oct 23, 2025

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6 min read

Forestry tech forecasts 2010–2015 revisited, lidar, StanForD and automation | #014

Deep dive: what Skogforsk, LUKE, FPInnovations and EU forestry expected a decade ago, and what became reality

Axel Wretemark

AI & agents

Södra Värö adopts AI timber scanning, Komatsu harvesters clear Tenerife burn | #012

Oct 14, 2025

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3 min read

Södra Värö adopts AI timber scanning, Komatsu harvesters clear Tenerife burn | #012

Also: AI agents and MCP reshape GIS, Alberta bio-based firefighting foam, cBrain digitises Denmark's reforestation grants

Axel Wretemark

Satellite monitoring

Mellanskog picks Terra Labs AI monitoring, SkyPlanter drones plant seedlings | #009

Sep 30, 2025

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3 min read

Mellanskog picks Terra Labs AI monitoring, SkyPlanter drones plant seedlings | #009

Also: Nordic Forestry Automation secures hardware production in Lund, Arboreal integrates with Skogshubben, Apple restores redwoods

Axel Wretemark

Nordic forestry

Mid Sweden University 5G drone forest machines, Ecotype raises for Skogshubben | #008

Sep 23, 2025

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3 min read

Mid Sweden University 5G drone forest machines, Ecotype raises for Skogshubben | #008

Also: China's laser logging cannon, PlantVation and Planteva bring Seedling-as-a-Service to North America, 2025 ag drones

Axel Wretemark

Harvesters & machinery

Sveaskog tests load-measuring crane, Södra forest plans update from satellite | #063

Romania tracks timber lorries by permit, Skogforsk's Autoplant planting machine | #062

Muon Space banks $250M for FireSat, Sweden's electric timber trucks now a fleet | #060

Arauco orders Raute AI panel graders, Ponsse puts AI on harvester teardowns | #055

OroraTech satellites go live in Greece, Bezos Earth Fund gives FireSat $26M | #053

Nordic Forestry Automation raises SEK 48M for harvester automation, deep dive | #052

NFA closes SEK 48M harvester round, Arboreal IDs logs from end-grain photos | #051

Nordluft wins BVLOS forest drone permit, Kanop puts forest carbon data in Claude | #050

Södra scales Viking Analytics AI to 3 mills, SweTree robot picks tree embryos | #049

AirForestry drone fells first live tree, SLU lidar maps 117 million trees | #046

Weyerhaeuser adopts NFA harvester AI, Södra closes venture arm Södra Ädla | #042

Mellanskog Skogstorget hits 25% of clearing, Nordic BioPower starts biochar | #040

Skogforsk maps root rot with harvester data, Komatsu acquires Malwa Forest | #039

Kopparfors storm salvage by drone and ML, Treemetrics launches Crann AI | #036

Skogforsk boom-tip control speeds harvesters, Canada rebuilds growth models | #033

UPM scales Aarnibot AI assistant, Scania pilots electric timber truck with SCA | #032

Laser scanning gives trees a fingerprint, AutoForst links harvester to sawmill | #028

SLU AI maps Sweden's hidden waterways, Södra scales Nordic Forestry Automation | #027

Deep dive: Skyforest drones, STA loggers and Södra BraSatt map every seedling | #026

Four deep dives revisited: tree nurseries, Forestry 4.0, precision forestry | #025

FSC Motion 30 traceability, Luleå virtual data for autonomous harvesters | #019

Forestry tech forecasts 2010–2015 revisited, lidar, StanForD and automation | #014

Södra Värö adopts AI timber scanning, Komatsu harvesters clear Tenerife burn | #012

Mellanskog picks Terra Labs AI monitoring, SkyPlanter drones plant seedlings | #009

Mid Sweden University 5G drone forest machines, Ecotype raises for Skogshubben | #008

Boreal Tech Brief