Designing an optimal off-road transportation network to allow access of logging systems to harvest sites is an important task in operational harvest planning. To address this issue, we have designed two variants of the capacitated network flow problem based on an integer programming (IP) approach with two sets of inter-dependent decisions. One set of decisions involves finding a feasible k-tree path network through segment linkages (routing flow) at a minimum variable cost, while another attends to the schedule of an even wood flow to the landing location(s) (transporting flow), within the scope of operational planning horizon. The mathematical models are then linked to a heuristic algorithm to identify the landing locations at the parcel level. The models were applied to a 680 ha area in the highlands of the Hyrcanian forests, in the north of Iran. The new formulation solved the problems using binary decision variables to represent transport of saw-logs from timber entry nodes to destination(s) by use of a ground-based machine skidder system. Then, the model uses continuous decision variables to represent transport of wood fuel to the same destination(s) by use of an animal skidding system. The results showed that the skidding costs and the length of the designed skid-trails were different based on the skidding systems and the types of products desired. Even though the models could generate an optimal solution, both of them could not address the real isolated timber node problem, where there is no accessible pathway for a skidding operation. As a promising point, the second model (splittable, animal systems) could partially solve the temporarily isolated timber nodes problem, where the timber nodes were not accessible by ground-based machine skidder systems.
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1 December 2015
Research Article|
December 01 2015
An optimization model to solve skidding problem in steep slope terrain Available to Purchase
Sattar Ezzati;
Sattar Ezzati
Department of Forestry, Faculty of Natural Resources, Tarbiat Modares University (TMU)
, Noor, Iran
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Akbar Najaf;
Department of Forestry, Faculty of Natural Resources, Tarbiat Modares University (TMU)
, Noor, Iran
Department of Forest Harvesting Logistic and Amelioration, Faculty of Forestry, Technical University in Zvolen
, Slovakia
Corresponding author. Tel.: +98 011 44553101-3; fax: +98 011 44553466. E-mail address: a.najafi@modares.ac.ir (A. Najafi).
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Masoud Yaghini;
Masoud Yaghini
Department of Forest Harvesting Logistic and Amelioration, Faculty of Forestry, Technical University in Zvolen
, Slovakia
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Amir Ala Hashemi;
Amir Ala Hashemi
Department of Forest Harvesting Logistic and Amelioration, Faculty of Forestry, Technical University in Zvolen
, Slovakia
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Pete Bettinger
Pete Bettinger
Warnell School of Forestry and Natural Resources, University of Georgia
, Athens, GA, USA
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Corresponding author. Tel.: +98 011 44553101-3; fax: +98 011 44553466. E-mail address: a.najafi@modares.ac.ir (A. Najafi).
Received:
April 01 2015
Accepted:
November 14 2015
Online ISSN: 1618-1530
Print ISSN: 1104-6899
© 2015 Department of Forest Economics, SLU Umeå, Sweden.
2015
Department of Forest Economics, SLU Umeå, Sweden.
Licensed re-use rights only
Journal of Forest Economics (2015) 21 (4): 250–268.
Article history
Received:
April 01 2015
Accepted:
November 14 2015
Citation
Ezzati S, Najaf A, Yaghini M, Hashemi AA, Bettinger P (2015), "An optimization model to solve skidding problem in steep slope terrain". Journal of Forest Economics, Vol. 21 No. 4 pp. 250–268, doi: https://doi.org/10.1016/j.jfe.2015.10.001
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