Data-Driven Optimization of Forestry and Wood Procurement toward Carbon-Neutral Logistics of Forest Industry

Investments toward a carbon-neutral forest industry will change forestry and wood procurement in Northern Finland. The changing market situation requires data-driven DSSs for the strategic management of logistics. Using this software, logistics were described by a continuing wood flow model and opti...

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Published in:Forests
Main Authors: Teijo Palander, Lauri Vesa
Format: Article in Journal/Newspaper
Language:English
Published: MDPI AG 2022
Subjects:
Online Access:https://doi.org/10.3390/f13050759
https://doaj.org/article/34933fa288e4466082a4f7bcb8029e77
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spelling ftdoajarticles:oai:doaj.org/article:34933fa288e4466082a4f7bcb8029e77 2023-05-15T17:42:29+02:00 Data-Driven Optimization of Forestry and Wood Procurement toward Carbon-Neutral Logistics of Forest Industry Teijo Palander Lauri Vesa 2022-05-01T00:00:00Z https://doi.org/10.3390/f13050759 https://doaj.org/article/34933fa288e4466082a4f7bcb8029e77 EN eng MDPI AG https://www.mdpi.com/1999-4907/13/5/759 https://doaj.org/toc/1999-4907 doi:10.3390/f13050759 1999-4907 https://doaj.org/article/34933fa288e4466082a4f7bcb8029e77 Forests, Vol 13, Iss 759, p 759 (2022) CO 2 carbon neutrality supply chain management wood procurement Plant ecology QK900-989 article 2022 ftdoajarticles https://doi.org/10.3390/f13050759 2022-12-30T21:44:33Z Investments toward a carbon-neutral forest industry will change forestry and wood procurement in Northern Finland. The changing market situation requires data-driven DSSs for the strategic management of logistics. Using this software, logistics were described by a continuing wood flow model and optimized by a dynamic method. Three logistics scenarios described wood flows in the present and in the future. The optimization minimized the economic and environmental costs, which decreased by 4.9%. However, synchronized multimodal transportation costs increased by 23.3%. Therefore, maximum logistics efficiency necessitates increases in railway transport capacity. The change would also decrease CO 2 emission costs. Under scenario-specific circumstances, logistics operations could be focused on four profitable regions, increasing market shares at municipalities. To guarantee environmental sustainability of these municipalities, optimization of timber markets between forest owners and forest industry must be developed further by driving data from the EU’s emission allowance price compensation mechanism to the optimization process. Article in Journal/Newspaper Northern Finland Directory of Open Access Journals: DOAJ Articles Forests 13 5 759
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic CO 2
carbon neutrality
supply chain management
wood procurement
Plant ecology
QK900-989
spellingShingle CO 2
carbon neutrality
supply chain management
wood procurement
Plant ecology
QK900-989
Teijo Palander
Lauri Vesa
Data-Driven Optimization of Forestry and Wood Procurement toward Carbon-Neutral Logistics of Forest Industry
topic_facet CO 2
carbon neutrality
supply chain management
wood procurement
Plant ecology
QK900-989
description Investments toward a carbon-neutral forest industry will change forestry and wood procurement in Northern Finland. The changing market situation requires data-driven DSSs for the strategic management of logistics. Using this software, logistics were described by a continuing wood flow model and optimized by a dynamic method. Three logistics scenarios described wood flows in the present and in the future. The optimization minimized the economic and environmental costs, which decreased by 4.9%. However, synchronized multimodal transportation costs increased by 23.3%. Therefore, maximum logistics efficiency necessitates increases in railway transport capacity. The change would also decrease CO 2 emission costs. Under scenario-specific circumstances, logistics operations could be focused on four profitable regions, increasing market shares at municipalities. To guarantee environmental sustainability of these municipalities, optimization of timber markets between forest owners and forest industry must be developed further by driving data from the EU’s emission allowance price compensation mechanism to the optimization process.
format Article in Journal/Newspaper
author Teijo Palander
Lauri Vesa
author_facet Teijo Palander
Lauri Vesa
author_sort Teijo Palander
title Data-Driven Optimization of Forestry and Wood Procurement toward Carbon-Neutral Logistics of Forest Industry
title_short Data-Driven Optimization of Forestry and Wood Procurement toward Carbon-Neutral Logistics of Forest Industry
title_full Data-Driven Optimization of Forestry and Wood Procurement toward Carbon-Neutral Logistics of Forest Industry
title_fullStr Data-Driven Optimization of Forestry and Wood Procurement toward Carbon-Neutral Logistics of Forest Industry
title_full_unstemmed Data-Driven Optimization of Forestry and Wood Procurement toward Carbon-Neutral Logistics of Forest Industry
title_sort data-driven optimization of forestry and wood procurement toward carbon-neutral logistics of forest industry
publisher MDPI AG
publishDate 2022
url https://doi.org/10.3390/f13050759
https://doaj.org/article/34933fa288e4466082a4f7bcb8029e77
genre Northern Finland
genre_facet Northern Finland
op_source Forests, Vol 13, Iss 759, p 759 (2022)
op_relation https://www.mdpi.com/1999-4907/13/5/759
https://doaj.org/toc/1999-4907
doi:10.3390/f13050759
1999-4907
https://doaj.org/article/34933fa288e4466082a4f7bcb8029e77
op_doi https://doi.org/10.3390/f13050759
container_title Forests
container_volume 13
container_issue 5
container_start_page 759
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