Using harvester data from on-board computers: a review of key findings, opportunities and challenges
J Kemmerer, ER Labelle - European Journal of Forest Research, 2021 - Springer
Single-grip harvesters are equipped with an on-board computer that can normally collect
standardized data. In times of increased mechanization, digitalization and climate change …
standardized data. In times of increased mechanization, digitalization and climate change …
Productivity of harvesters and forwarders in CTL operations in northern Sweden based on large follow-up datasets
M Eriksson, O Lindroos - International Journal of Forest …, 2014 - Taylor & Francis
Modern computerization facilitates data-gathering from forest machines, and offers new
opportunities to develop models for predicting productivity in forest harvest operations. In …
opportunities to develop models for predicting productivity in forest harvest operations. In …
Cable yarding productivity models: A systematic review over the period 2000–2011
O Lindroos, R Cavalli - International Journal of Forest Engineering, 2016 - Taylor & Francis
The efficiency of cable-based yarding systems has been studied extensively, resulting in
numerous work productivity models (ie models predicting the ratio between output and time) …
numerous work productivity models (ie models predicting the ratio between output and time) …
Modeling the productivity of mechanized CTL harvesting with statistical machine learning methods
Modern forest harvesters automatically collect large amounts of standardized work-related
data. Statistical machine learning methods enable detailed analyses of large databases …
data. Statistical machine learning methods enable detailed analyses of large databases …
A Big Data approach to forestry harvesting productivity
Modern industrial technology enables to collect and process large amount of data, providing
valuable information for different industry activities. A representative case of this evolution is …
valuable information for different industry activities. A representative case of this evolution is …
[HTML][HTML] Further application of using a personal laser scanner and simultaneous localization and map** technology to estimate the log's volume and its comparison …
F de Miguel-Díez, S Reder, E Wallor, H Bahr… - International Journal of …, 2022 - Elsevier
The aim of this study was the development of a methodical processing line for estimating the
log's volume from scanning logs using a long-range high-speed personal laser scanner …
log's volume from scanning logs using a long-range high-speed personal laser scanner …
[PDF][PDF] Load level forwarding work element analysis based on automatic follow-up data
Recent developments in on-board technology have enabled automatic collection of follow-
up data on forwarder work. The objective of this study was to exploit this possibility to obtain …
up data on forwarder work. The objective of this study was to exploit this possibility to obtain …
Automatic GNSS-enabled harvester data collection as a tool to evaluate factors affecting harvester productivity in a Eucalyptus spp. harvesting operation in Uruguay
Uruguay has adopted cut-to-length (CTL) machines in forest harvesting operations,
especially in large scale, fast-growing plantations. The majority of modern CTL machines …
especially in large scale, fast-growing plantations. The majority of modern CTL machines …
Accurate single-tree positions from a harvester: a test of two global satellite-based positioning systems
Accurate positioning of single trees registered automatically during harvesting operations
opens up new possibilities for reducing the field sampling effort in forest inventories utilising …
opens up new possibilities for reducing the field sampling effort in forest inventories utilising …
Automated time study of forwarders using GPS and a vibration sensor
M Strandgard, R Mitchell - … Journal of Forest Engineering: Journal for …, 2015 - hrcak.srce.hr
Sažetak Manual time and motion studies are the most common method to collect forest
harvesting machine performance data. However, manual methods require skilled observers …
harvesting machine performance data. However, manual methods require skilled observers …