From industry 5.0 to forestry 5.0: Bridging the gap with human-centered artificial intelligence

A Holzinger, J Schweier, C Gollob, A Nothdurft… - Current Forestry …, 2024‏ - Springer
Abstract Purpose of the Review Recent technological innovations in Artificial Intelligence
(AI) have successfully revolutionized many industrial processes, enhancing productivity and …

Use of individual tree and product level data to improve operational forestry

RF Keefe, EG Zimbelman, G Picchi - Current Forestry Reports, 2022‏ - Springer
Abstract Purpose of Review Individual tree detection (ITD) methods and technologies for
tracking individual forest products through a smart operational supply chain from stump to …

Prompt Map** Tree Positions with Handheld Mobile Scanners Based on SLAM Technology

J Chudá, J Výbošťok, J Tomaštík, F Chudý, D Tunák… - Land, 2024‏ - mdpi.com
In this study, we evaluated the performance of GeoSLAM ZEB Horizon and Stonex X120GO
SLAM handheld mobile laser scanners (HMLS) to address two primary objectives. First, we …

Reinforcement learning control of a forestry crane manipulator

J Andersson, K Bodin, D Lindmark… - 2021 IEEE/RSJ …, 2021‏ - ieeexplore.ieee.org
Forestry machines are heavy vehicles performing complex manipulation tasks in
unstructured production forest environments. Together with the complex dynamics of the …

Unimodal and multimodal perception for forest management: review and dataset

DQ da Silva, FN dos Santos, AJ Sousa, V Filipe… - Computation, 2021‏ - mdpi.com
Robotics navigation and perception for forest management are challenging due to the
existence of many obstacles to detect and avoid and the sharp illumination changes …

[HTML][HTML] Integration of a Mobile Laser Scanning System with a Forest Harvester for Accurate Localization and Tree Stem Measurements

T Faitli, E Hyyppä, H Hyyti, T Hakala, H Kaartinen… - Remote Sensing, 2024‏ - mdpi.com
Automating forest machines to optimize the forest value chain requires the ability to map the
surroundings of the machine and to conduct accurate measurements of nearby trees. In the …

Multi-sensors fusion SLAM-aided forest plot map** with backpack dual-LiDAR system

S Yang, Y **ng, T **ng, H Deng… - IEEE Journal of Selected …, 2024‏ - ieeexplore.ieee.org
The extraction of forest vertical structural parameters plays a crucial role in forest inventory.
In recent years, light detection and ranging (LiDAR) has been widely applied in forest …

Gnss signal quality in forest stands for off-road vehicle navigation

M Rybansky, V Kratochvíl, F Dohnal, R Gerold… - Applied Sciences, 2023‏ - mdpi.com
One of the basic possibilities of orientation in forest stands is the use of global navigation
satellite systems (GNSS). Today, these systems are used for pedestrian orientation and also …

Assessing the Potential of Onboard LiDAR-Based Application to Detect the Quality of Tree Stems in Cut-to-Length (CTL) Harvesting Operations

A Sagar, K Kärhä, K Einola, A Koivusalo - Forests, 2024‏ - mdpi.com
This paper investigated the integration of LiDAR technology in cut-to-length (CTL)
harvesting machines to enhance tree selection accuracy and efficiency. In the evolution of …