A Practical Linear Model for Estimation of Tree Falling Direction Error in Mountainous Forests of Northern Iran

Authors
1 Associate Professor, Department of Forestry, Faculty of Natural Resources, University of Guilan, Sowmeh Sara, Iran
2 Assistant Professor, Department of Forestry, Faculty of Natural Resources, University of Guilan, Sowmeh Sara, Iran
3 M.Sc. Student, Department of Forestry, Faculty of Natural Resources, University of Guilan, Sowmeh Sara, Iran
Abstract
Directional felling of trees plays a key role in reducing of damages to forest residual trees and can also facilitate skidding. The aim of this study was presents a practical linear model for estimation of tree falling direction error in an uneven-aged mixed stand in northern forests of Iran. To conduct the study a number of 95 trees of four species Fagus Orientalis Lipsky, Carpinus Betulus L., Alnus Subcordata C.A. May and Acer Platanoides were randomly selected,and assumed felling direction were marked on the trunk of these trees. The trees felled by experienced chainsaw operators, and the differences between the assumed and actual direction were measured as the felling error. The results showed that among the 12 effective factors, the elements of foot slope, diameter at the breast height (DBH), horizontal and vertical angles and area of the backcut surface (HABS, VABS, BA),vertical angle and area of undercut surface (VAUS, UA) significantly correlated with the felling error, and the determination coefficient (R2) of presented linear model was 52.0 % (P < 0.01). Among the model factors, DBH, VABS, and HABS had the three most pronounce impact on felling error.
Keywords

Agherkakli, B. M., Najafi, A. and Sadeghi, S. H. R. Changes in Soil Physical Properties in Response to Metal-Tracked Skidder Traffic. Ecopersia. 2011:1(1): 13-21.
Appanah, S. and Weinland, G. Will the management systems for hill dipterocarp forests stand up?.Journal of Tropical Forest Science.1990; 3(2):140-158.
Bentley, T.A., Parker, R.J. and Ashby, L. Understanding felling safety in the New Zealand forest industry. Applied Ergonomics. 2005; 36(2):165-175.
Cedergren, J., Falck, J., Garcia, A., Goh, F. and Hagner, M. Feasibility and usefulness of directional felling in a tropical rain forest.Journal of Tropical Forest Science. 2002; 14(2):179-190.
Conway, S.  Logging practices: principles of timber harvesting systems, Miller Freeman, San Francisco. 1982.
Cook, R.D., and Weisberg, S. Residuals and Influence in Regression. Chapman & Hall, New York. 1982.
FAO. Reduced impact logging in tropical forests: Literature synthesis, analysis and prototype statistical framework.Forest harvesting and engineering program, FAO. Rome. 2004.
 Johnson, N.L. Kotz, S, and Balakrishnan, N. Continuous Univariate Distributions, Vol 1, 2nd Edition John Wiley and Sons, 1994.
Krueger, W. Effects of future tree flagging and skid trail planning on conventional diameter-limit logging in a Bolivian tropical forest. Forest Ecology and Management, 2004; 188:381–393.
Kumar, T. K. Multicollinearity in Regression Analysis. Review of Economics and Statistics. 1975; 57 (3): 365–366.
Naghdi, R., Bagheri, I., TaheriAbkenar, K.et al. Evaluation of damage to stands (trees and regeneration) resulted from implementing log exploitation method in Shafaroud, Guilan. Iranian Journal of Natural Resources. 2007; 60(3):931 – 947.
Naghdi, R., Solgi, A. and Zenner, E.K. Soil Disturbance Caused by Different Skidding Methods in North Mountainous Forests of Iran. International Journal of Forest Engineering. 2015: 26(3): 212–224
Nikooy, M. Optimization of production costs and decreasing logging and wood transportation costs tree and forest with logging plan. PhD thesis, University of Tehran, Tehran.2007.
Pinard, M.A. The Reduced-Impact Logging Project.Tropical Forest Update. 1994; 4(3)11-12.
Sarikhani, N. Forest exploitation.University of Tehran Press. No. 2099, Second Edition, Tehran. 2001.
Schinka, J.A., Velicer, W.F., and Weiner, I.B. Handbook of psychology: Research methods in psychology, John Wiley and Sons. 2003.
Sessions, J. Forest road operations in the tropics, Springer, New York. 2007.
Siadati, M. Correct methods of tree felling.Exploitation and Business Office of forests.Organization of Forests and Pastures Press, Tehran. 1997.
Shormag, Y. Economical – environmental evaluation of felling component in two logging methods (traditional and planned) (The case study of district 3 .Nav – Asalem).MSc. Thesis, University of Guilan, Rasht. 2009.
 
Sobhani, H. and NaeijNouri, A. Instruction of determining accumulation places and skidding trail networking. Exploitation and Business Office of Forests, Organization of Forests and Pastures Press No. 221.2006.
Stenzel, G., Kenneth, P. J. and Walbridge, T.A. Logging and Pulp Wood Production. Wiley Inter Science.1985.
TSIORAS, P. A. Organisational aspects of a forest workers' training system for Greece. Bulletin of the Transilvania University of Brasov, Series II: Forestry, Wood Industry, Agricultural Food Engineering. 2015: 8, 23-30.