Using harvester data from on-board computers: a review of key findings, opportunities and challenges
| Autor: | Julia Kemmerer, Eric R. Labelle |
|---|---|
| Rok vydání: | 2019 |
| Předmět: |
040101 forestry
0106 biological sciences Web of science Computer science Supply chain Forestry 04 agricultural and veterinary sciences Plant Science 01 natural sciences Industrial engineering Data type ddc On board Study methods Extensive data 0401 agriculture forestry and fisheries 010606 plant biology & botany |
| Popis: | 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, use of this extensive data could provide a solution for better managing calamities-outbreaks and gaining competitiveness. Because it remains unclear in which way harvester data can contribute to this and optimization of the forest supply chain, the focus of this review was to provide a synopsis of how harvester data can be used and present the main challenges and opportunities associated with their use. The systematic literature review was performed with Scopus and Web of Science in the period from 1993 to 2019. Harvester data in form of length and diameter measurements, time, position and fuel data were used in the fields of bucking, time study, inventory and forest operation management. Specifically, harvester data can be used for predicting stand, tree and stem parameters or improving and evaluating the bucking. Another field of application is to evaluate their performance and precision in comparison to other time study methods. Harvester data has a broad range of application, which offers great possibilities for research and practice. Despite these advantages, a lack of precision for certain data types (length and diameter), particularly for trees exhibiting complex architecture where the contact of the measuring wheel on the harvesting head to the wooden body cannot be maintained, and position data, due to signal deflection, should be kept in mind. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
|