- 3D Dataset Generation Using Virtual Reality for Forest Biodiversity
- 3D Gaussian splatting (3DGS)
- A device configured to receive productivity data associated with a worksite which includes operations and images
- A forest harvester configured to determine a harvesting sequence of trees to be cut
- A method of artificial and swarm intelligence in simulated environments for autonomous drones and robots for suppression of forest fires
- A nozzle for attaching to a firefighting drone which allows water to be sprayed autoModelmously and independently from the drone
- An RGB camera based mapping of tree stems; 3D model from image matching; phone camera or UAV
- A system compromising of a remote or Autonomously controlled UAV for holding a tree trunk either before, during or after harvesting
- Acoustic monitoring to monitor biodiversity
- Advanced driver assistance system for forest harvesters
- Advances in the Automated Identification of Individual Tree Species: A Systematic Review of Drone- and AI-Based Methods in Forest Environments
- AECOM forest inventory services
- Aerial drones for thinning operations
- Aerial image plant species detection
- Aerial imagery
- Aerial surveys & inventory mapping
- Aerial surveys and inventory mapping
- Afrids
- AFRY Smart Forestry
- Agile-X Robotics Ranger robot
- Agri-Copter UAV
- AgRob v18 autonomous forest robot
- AI & harvest scheduling
- AI Remote fire detection system
- AI tool to assess forest damage
- AI-powered robots for forestry navigation/track maintenance
- An Autonomous forestry vehicle which compromises of mulching or chipping means and optical sensing means, identification and control means.
- Analysis of high-density airborne LiDAR point clouds with 3D deep learning
- AORO Autonomous forwarder forest tests
- ARA field precision sprayer
- Arbonaut forest operations planning
- Arbor Day Foundation climate-based cataloguing
- Arbor Day Foundation custom seed sorter
- Arbor Day Foundation stratification
- Article on the use of digital instructors, intelligent coaching systems, & automatic work-element detection
- Atlas Cruiser forest inventory assessments
- Australian national fire rating
- Automated calibration procedures as key part to enhance model accuracy
- Automated Log Measurement Systems
- Automated production time analysis using onboard computers
- Automated sweep measurement project
- Automated timber loading
- Automated timber loading for timber mills
- Automatic data logger for weed management & tree planting
- Automation, Teleoperation, Motion Planning, Human-Machine Interaction
- AutoModelmous robot and UAV which carry fire extinguishing bombs
- Autonomous drone & end-to-end automatic forestry inventory system
- Autonomous extraction machine concept & prototype
- Autonomous extraction machine concept and prototype
- Autonomous forester to plant & nurture young trees
- Autonomous forester to plant and nurture young trees
- Autonomous forestry loader
- Autonomous forestry loader project
- Autonomous forestry robots
- Autonomous Harvester
- Autonomous or remote controlled robot for pesticide spraying in an orchard
- Autonomous platform
- Autonomous robot & UAV with fire extinguishing bombs
- Autonomous Site Preparation and Tree Planting
- Autonomous SLAM-based LiDAR mapping
- Autonomous tractor
- Autonomous tractor upgrade
- Autonomous Transportation
- Autonomous UAV & automated forestry inventory system
- Autonomous UAV swarms in forestry
- Backpack LiDAR scanner
- BeMatic Meto SWT spraying robot for protected crops
- Best practice for tree breeding in Europe
- Biodiversity data management software
- Biotech trees
- Biotech using wood residues
- Block-lifting machine
- Bracke accumulating felling head
- Bracke disc trencher
- Bracke forest mounder
- BraSatt 01
- BraSatt autonomous planting machine
- Breeding technologies; not further specified
- BurnBot controlled burn machine
- Calculating the volume of a single tree crown based on laser point cloud so forestry production & operation can be improved
- Calculating the volume of a single tree crown based on laser point cloud so forestry production and operation can be improved
- Camera array system to provide early warning & monitoring
- Camera array system to provide early warning and monitoring
- Carbon Direct markets & carbon management solutions
- Carbon markets
- Carbon tracking
- Carbon tracking standardised data platform
- Case study of using LiDAR data over 5 years. Supported by Scion and Interpine
- Caterpillar forestry machinery
- CFForest: L& Resource Manager
- CFForest: Land Resource Manager
- CFForest: Mobile Builder
- CFForest: SilvaPRO
- CFLogistics
- Chunk robotic forest ranger concept
- CLEAR methodology for assessing & reporting on climate effects of companies
- CLEAR model. method to assess and report climate effects of companies
- Climate-Based Cataloguing
- Climate-Controlled Greenhouse
- compare DBH and tree heigh measurements of Handheld Mobile Laser Scanning (HMLS), Airborne Laser Scanning (ALS), and Integrated ALS and HMLS
- Compliance & supply chain transparency tool
- Concept of Quadcopter Swarm to support firefighting
- Concept paper on the felling machine of the future
- Controlled burn machine
- Cranes, loaders
- Cruiser
- CSIRO mapping & data analysis tools
- Custom Seed Sorter
- Customised solutions for forest seed centres and nurseries
- Damage assessment
- Data collection and carbon accounting
- Data fusion to detect fires
- Deep learning framework to process LiDAR point clouds
- Detection of forked trees. Modelt further specified.
- Digital forest models
- Digital instructor; intelligent coaching systems (ICS); automatic work-element detection (AWED)
- Digital twins
- Digital X-ray Machine
- Disc trencher
- Disease detection via spore collection
- Dixon robotic forest ranger concept
- Drone harvesting
- DroneSeed reforestation UAV's
- Dronstar remote controlled forest management machine
- Dual-arm robot for nursery tree planting in Amazon
- Dwell
- Dwell Forest Insights spatial layers & analytics
- Dynamic Forest data collection & carbon accounting
- E-SEED self-burying seed carrier
- Eagle nest supervision
- Eco Log harvesters & forwarders
- Ecological restoration company using UAV, AI & biotechnology to restore tropical forests
- EcoPlanter
- Electrification logging trucks
- EOSDA L&Viewer multispectral imagery
- EOSDA LandViewer multispectral imagery
- Epec Flow Electrification System
- Erodium Copy Robot (Rain triggered, self-burying seed carrier)
- ETT (timber transport)
- ETTaero (fuel efficient timber transport)
- Evaluation of a prototype field factory in real world conditions
- Excavator head to prepare planting holes
- Exoskeleton
- Explanation of the Australian Fire Danger Rating System (AFDRS)
- Exploration of excavator-mounted EcoPlanter
- Eyesky aerial imagery services
- FarmDroid FD20 for row crops
- Feasibility and potential of AR in forestry
- FieldGeo forest inventory services
- Finnish project about creating a forest digital twin using laser scanning and aerial photography
- Fire detection camera network
- Fire detection system
- Fire fighting robots
- Fire Foresight wildfire detection system
- Fire managemnt
- FireBox & CharBoss: An alternative to open burning of woody biomass
- FireBox and CharBoss: An alternative to open burning of woody biomass
- FireBox BurnBoss
- FireBox TrackBoss vegetative waste-reduction machine
- FireBull fire fighting robots
- FireMan
- FireMan unmanned aerial fire-fighting systems
- FireSense
- FireSense airborne observations over wildfires & prescription burn areas
- Flash Forest LiDAR-based forestry intelligence
- FLIR Thermal Cameras for Fire Detection
- Flyability Elios 3 Indoor Drone
- Flyability Elios 3 indoor UAV
- FOLPI-XL
- Forest & Wood Products Australia virtual reality training toolkit
- Forest data analytics
- Forest Digital Twin
- Forest ecosystem LiDAR inventories
- Forest Fire Monitoring and Prevention
- Forest growth model
- Forest Growth Model (absorbed radiant energy to biomass production)
- Forest Growth Model (MOTTI)
- Forest growth models under climate change
- Forest health monitoring
- Forest Health Monitoring Sensors
- Forest Inventory and Analysis
- Forest Inventory and Biomass Estimation
- Forest inventory services
- Forest management & data analytics platform
- Forest monitoring
- Forest operations planning
- Forest scanning using 3D Gaussian splatting (3DGS)
- Forest sensing and mapping
- Forest Stem Extraction and Modeling (FoSEM): A LiDAR-Based Framework for Accurate Tree Stem Extraction and Modeling in Radiata Pine Plantations
- Forest Stewardship Council International blockchain platform
- Forest Vegetation Simulator (Software, Training, Support)
- Forestry Data Platform
- Forestry monitoring
- Forestry Nursery
- Forestry scan
- Forsite forest inventory services
- Forward-Looking Infrared thermal cameras for fire detection
- Fotokite tethered UAV for fire management
- Framework to process LiDAR point clouds into meaningful classes for a forest inventory
- FSC Trace Blockchain Platform
- GIS-based soil strength estimation
- GPS Transplanter
- Green-Tec forestry harvester
- HARDWARIO IoT Sensors for forestry
- Harvester head
- Harvester heads
- Harvesters, forwarders
- Harvesting Automation & Robotics
- Heavy Equipment
- Heavy Machinery
- Home fire prevention unit compromising a computing device, Modelzzle, turret and tank of fluid where the computing device can detect and locate an airborne fire brand
- Harvester simulator
- Hybrid harvesters
- Hyperspectral imaging
- iLand - free research software for digital forest twins
- iLand - freely available research software for digital forest twins
- Image processing for timber traceability
- Imagery
- IML PowerDrill Resistograph for timber quality
- IML Resi
- IML Resi timber resistance tool for timber quality
- Immersal precise point‑cloud maps
- INDICUM DataBus eagle nest supervision
- Indufor Dwell remote sensing technologies & AI
- InSAR remote sensing for forest inventory
- InSAR, UAV and satellite photogrammetry for predicting forest inventory attributes
- Insight Robotics aerial survey for forestry
- Integral FOLPI-XL estate-wide production modeling
- Integral PlantIT nursery tracking app
- Inventory assessment
- Inventory mapping
- IQ FireWatch automated fire detection
- IQ FireWatch Automated Wildfire Detection
- Janus ex vitro transplanter
- John Deere Intelligent Harvester Head Control (IHC)
- John Deere Wheeled Harvesters (H-Series)
- KATAM digital services for forestry
- Kesla Hydrax fire-fighting unit
- KISS planter
- KISS planting method
- KM Forestry Services forestry monitoring
- Komatsu Forest BR D61EM Planter
- Komatsu Wheeled Harvesters
- Konrad Forsttechnik forestry machinery
- L& Life tree seeding robot
- Large scale digital twin using landsat 7
- LegerSAS GPS transplanter
- Lidar
- LiDAR inventories
- LiDAR processing software
- LiDAR Scanners and Data Processing Software
- LiDAR scanning & data processing software
- LiDAR Solutions inventory mapping
- LiDAR survey processing software
- LINDA - AI forest analytics
- Link-Belt forestry machinery
- Log Max Harvester Heads
- Log measurement software
- Log Scaler
- Log365
- Logset hybrid forestry machines
- Long range UAV
- Long-range UAV's for fire management & mapping
- M-Planter
- M-Planter mechanical tree planter
- Machine mounted mounders for planting
- Mainly diggers in forestry configuration
- Mapping and data analysis tools
- Mapping forests using RS
- Material handlers
- Measure forest with smartphone or UAV
- Menzi Muck walking excavator
- Method of controlling an Autonomous vehicle and its implement
- Method of operating a forestry vehicle through receiving position and terrain data and calculating a navigation route
- Microtec WoodEye timber grading system
- Mid-size harvesters
- Monarch autonomous tractor
- Monitoring of unstructured environments using UAVs
- MOTTI forest growth model
- Mounders
- Multiscan photogrammetry & LiDAR forestry scan
- Multiscope forester brush cutter
- Multiscope forester planter
- Navigation, Environment mapping
- NCX forest carbon data analytics
- New Zealand program on nursery block-lifting machine
- Northwest Management forest inventory services
- Novelquip mechanised precision tree‑planting systems
- Nursery machines for forestry
- Open-source forest growth model (3-PG2Py)
- Open-source UAV's for sowing seed balls
- Operating systems for autonomous horticultural machines
- Operation of UAVs by a manned tender to detect, assess and accommodate change and hazards
- OPSEL
- OPSEL tree breeding software
- OpTracker
- Oxin autonomous tractor
- Paper comparing LiDAR system to measure DBH & tree height
- Paper evaluating of a prototype field factory in real world conditions
- Paper evaluating three different robots in the forest
- Paper examining statistical & silvicultural model needs under climate change
- Paper exploring concept of quadcopter swarm to support firefighting
- Paper modelling forest growth models under future climate change
- Paper on a framework LiDAR point clouds into classes for a forest inventory
- Paper on automated calibration procedures to enhance model accuracy
- Paper on developing a forest description from remote sensing in New Zeal&
- Paper on identifying near-term opportunities in automation & robotics in forest harvesting operations
- Paper on LiDAR-based framework for accurate forest stem extraction & modeling (FoSEM) in Radiata Pine
- Paper on MECANT walking robot
- Paper on operation of UAVs by manned tender to detect, assess & accommodate change & hazards
- Paper on remote sensing to estimate tree diameter at breast height
- Paper on sensors for forest health monitoring sensors
- Paper on using AI for forest harvest scheduling
- Paper outlining concept of robotic planting machine
- Paper reviewing advances in the automated identification of tree species
- Paper reviewing remote sensing in forestry
- Paper surveying advances in forest robotics
- Paper testing human-robot interaction for two robots
- Patas
- PATAS delimbing machine
- Patent for a device configured to receive productivity data associated with a worksite which includes operations & images
- Patent for a forest harvester configured to determine a harvesting sequence of trees to be cut
- Patent for a method of artificial & swarm intelligence in simulated environments for autonomous UAVs & robots for the suppression of forest fires
- Patent for a nozzle for attaching to a firefighting UAV
- Patent for a RGB camera based mapping of tree stems; 3D model from image matching; phone camera or UAV
- Patent for a system compromising of a remote or Autonomously controlled UAV for holding a tree trunk either before, during or after harvesting
- Patent for AI-driven off-grid fire prevention system & method
- Patent for an autonomous forestry vehicle
- Patent for method of operating a forestry vehicle
- Patent for monitoring of unstructured environments using UAVs
- Patent on method of controlling an Autonomous vehicle & its implement
- Patent on method of marking Bark Beetle infested trees
- Patent on reforestation planning method & device
- Pathfinder to plan routes for replanting
- Pathfinder tool to plan routes for replanting
- Pfanzelt radio-controlled forestry crawlers
- Physiological Processes Predicting Growth (3-PG) forest growth model
- PINT (Program for Identifying NurseryTrees)
- Pioneer 3-AT general purpose mobile robot
- Pixxel hyperspectral satellite imaging
- Planet Labs satellite imagery
- PlanIT
- Planter
- Planterbot
- Planters guide - Pine
- Planters guide - Scots Pine seed source software
- Planting machine
- PlantmaX - mechanized plantation of forestry seedlings.
- Plantolin planting robot
- PlotSafe
- PlotSafe data collection software
- Plustech Oy autonomous forestry machine
- Polychromix Phazir portable NIR for timber quality
- Polychromix PhazirPortable NIR
- PONSSE EV1 electric-powered forwarder
- Ponsse forwarders & harvesters
- Ponsse Forwarders and Harvesters
- Poor quality article about robots in forestry
- POPSIM
- POPSIM tree breeding simulator
- Ported nozzle system fire-fighting UAV
- PosTex Laser
- PosTex Laser for geolocating trees
- Potential of UAV's for forest thinning
- principal component analysis (PCA)
- Prism
- Productivity tracking of forest machinery
- Program for Identifying Nursery Trees (PINT)
- Project about laser scanning, aerial photography to create a digital forest twin
- Project Forest Foresight: Enhancing Tasmania's fire & forest management through collaborative technology insights
- Project regarding "the felling machine of the future". Positioning, laser scanning; driver guidance, tree measurement
- Project to develop, pilot & make available methods of verification of sustainability & precision forestry
- Project to develop, pilot and make available methods of verification of
- Radio controlled
- Rakka-3000UGV experimental autonomous platform
- Ranger robot to dig holes, plant trees, monitor growth
- Reforestation drones
- Reforestation planning device compromising a data acquisition unit and a reforestation instruction unit
- Reforestation services
- Remote controlled
- Remote controlled crane operations (teleoperation)
- Remote data acquisition
- Remote forestry machines
- Remote harvest winch
- Remote high resolution data acquisition for forestry
- Remote Piloting TechModellogy
- Remote Piloting Technology, Point-to-Point Autonomy
- Remote Sensing Satellite Services
- Remote sensing to estimate tree diameter at breast height
- Remote-controlled felling wedge TR300
- Remsoft AFRIDS LiDAR-based forest inventories
- Remsoft Log365 automated file transfer system
- Remsoft OpTracker forest machine telematics solution
- Remsoft Prism forest inventory data collection, analysis & reporting
- Requirements on forest growth models
- Resistograph
- Resistograph Series 650 for wood quality assessment
- Review Forest Robotics
- Review of research and techModellogy
- Review of technology
- RIEGL LiDAR tools
- Rikko robotic forest ranger concept
- Risutec PM compact mounding tree planting machine
- Robotics Plus log scaler
- Robotics research
- Robovalc
- ROBOVOLC autonomous sampling machine
- Rottne forestry machines
- RS review
- RS Services (forest inventory)
- RS with LiDAR and aerial images
- Sabanto autonomous tractor upgrade
- Safety systems for autonomous robots
- Sam Hand autonomous forestry forwarder
- SAP fire fighting UAV
- Satellite Hyperspectral imaging
- Satellites for wilderness inspection & forest threat tracking
- Satellites for Wilderness Inspection and Forest Threat Tracking
- Scaffold AI forest sensing & mapping
- Scion & Interpine case study of using LiDAR data over five years
- Search & rescue under the forest canopy using multiple UAVs
- Search and Rescue under the Forest Canopy using Multiple UAVs
- Seed Pod BiotechModellogy; Precision Aerial Seeding
- Seed pod biotechnology & precision aerial seeding
- Seed Pods, UAV seeding
- Seedcopter UAV-based forest seeding for revegetation
- Seedling carousel
- Self-propelled machine for mechanized planting and can generate a planting map with gps of each seedling planted
- Semantic LiDAR sensing & mapping for forest inventory
- Sennebogen forestry machines
- Silvalytics forest inventory services
- Silvanaut
- Silvanet AI wildfire sensors
- Silvanet Wildfire Sensors (Dryad Networks)
- Single operation planter
- Skogforsk detection of forked trees project
- SKYLAB remote sensing & AI for forest health monitoring
- SkyPlanter
- SkyPlanter ultralight, seedling–planting UAV
- SmartClone tissue culture pod system
- Sprayito spot sprayer
- STA Logger
- StanForD (communication standard)
- Steep-slope machines
- STEMS (Single TrEe Metrics & Stand assessment
- STEMS (Single TrEe Metrics and Stand assessment
- Stereo camera for automated log grasping
- Stereoscopic camera for automated log grasping
- Stocking density
- Stratification
- Stratus
- Supply chain transparency
- Survey of localisation for robots in forestry
- Survey on Robotic Technologies for Forest Firefighting
- Sustainable harvesters
- SwePlant
- Sylvanaut
- T-MAR winch-assist machines
- T-WINCH remote harvest winch
- Terrain Tools forestry engineering & 3D mapping software
- TerrainTools Forestry
- TerraScan
- TerraScan for managing & processing all types of point clouds
- Terri forestry machines
- Testing human-robot interaction for 2 robots
- Tethered UAV
- Thermal drone surveys to detect arboreal fauna: Improving population estimates and threatened species monitoring
- Thermal UAV surveys to detect fauna
- Thesis on semi-automating forestry machines
- Thinning bio-mass harvesters
- Thinning harvesters
- Tigercat harvesting heads
- Tigercat RemoteLog Telematics
- Tigercat steep-slope machines
- Timber supply chain management
- TimberID image processing for timber traceability
- Timberjack walking harvester
- TimberMAX T‑WINCH remote controlled felling winch
- Timbeter log measurement software
- Tree diameter estimation using UAV and SLOAM
- Tree harvester
- Tree planting robot
- Tree seeding robot
- Tree swinging robot
- Tree swinging robot concept
- TreeRover tree-planting robot
- TreeTools online LiDAR analysis
- Treevia forest monitoring
- Trimble Applanix POS AV
- Trimble CFLogistics scheduling tool
- Trimble DataSync
- Trimble DataSync cloud-based data storage
- Trimble DataVuze
- Trimble DataVuze data integration system
- Trimble Mobile Builder for field workers
- Trimble SilvaPRO integrated forest management
- Trimble timber supply chain management
- TrimBot2020 autonomous cutting machine
- Trovador autonomous tree planting robot
- Truck platooning
- UAV
- UAV hyperspectral imaging
- UAV LiDAR module
- UAV LiDAR module L1/L2 Zenmuse
- UAV mapping etc
- UAV navigation in dense forests
- UAV seeding
- UAV's for forest inventory & biomass estimation
- UAV-based forest seeding for revegetation
- UAV-based pest detection
- UAV-based tree thinning
- UAV-based wildlife monitoring & habitat mapping
- UAVs for forest fire monitoring & prevention
- University of Freiburg (Germany) XR Future Forests Lab
- University of Sydney forest robotics research
- Unmanned helicopter (Fazer)
- Unmanned orchard sprayer robot S450
- USDA Forest Inventory & Analysis
- USDA forest vegetation simulator
- Use dual-arm robot for nursery tree planting in Amazon
- Using 3 different robots in the forest
- Using GNSS coordinates and an Autonomous UAV to inspect trees and mark those with beetle infestation
- Van Horlick’s Cultivator Planter
- Van Horlick’s Cultivator Planter “VHCP”,
- Vehicle comprising a tree detection device to detect trees in the forest area and a vehicle position device to detect position of vehicle
- Vehicle to measure & analyse a forest area
- Vibrant Planet mapping forests using remote sensing
- Vision Grading
- Visual positiong
- VR thinning training
- VR Toolkit
- WaldoLog forestry data platform
- Walking excavators
- Waratah harvester heads
- Web-based forest growth model
- Weiler Forestry heavy equipment
- Wildfire detection & aerial surveys
- Wildfire Detection System
- Wildfire mitigation
- Wildlife Monitoring and Habitat Mapping
- Winch-assist machines
- Wood purchasing & supply chain software
- Wood Purchasing and Supply Chain Software
- World Resources Institute global map of tree canopy height
- XDesign
- Xdesign tree breeding software
- XR Future Forests Lab
- Yamaha Fazer SAR unmanned helicopter
- YellowScan UAV LiDAR Systems
- Ziyan Tech Shadow S3 long range UAV