TY - JOUR
T1 - Risk-sensitive planning support for forest enterprises
T2 - The YAFO model
AU - Härtl, Fabian
AU - Hahn, Andreas
AU - Knoke, Thomas
N1 - Funding Information:
The study presented here is part of the Project G33 “Competition for wood: Ecological, social and economic effects of the material and energetic utilization of wood” funded by the Bavarian State Ministry of Food, Agriculture and Forestry, and as Project 22009411 by the German Federal Ministry of Food, Agriculture and Consumer Protection. The authors wish to thank Laura Carlson and Yolanda Wiersma for the language editing of the manuscript and two anonymous reviewers for valuable suggestions.
PY - 2013/6
Y1 - 2013/6
N2 - YAFO is a planning-support tool for the development of management plans under uncertainty focusing on the forest enterprise level. Based on existing stand data, the software provides the calculation of management scenarios (felling plans) for single stands that are optimized with respect to financial considerations and ecological constraints. Under these constraints, YAFO predicts timber stocks, harvest amounts and financial returns for each simulation period. The YAFO package consists of an optimization module, that has been programmed using the modelling software AIMMS. In addition, it contains two Excel-based spreadsheet files - an import and evaluation module and a risk analysis module. The YAFO model calculates financially optimized management scenarios by means of the net present value development of single stands. Optionally, the objective function can also consider risks and uncertainties due to natural calamities and timber price fluctuations, using the value at risk approach or risk utility functions. Nonlinear programming algorithms are used as solution techniques. As YAFO provides the additional flexibility to switch between two timber grading options on stand level, effects of timber price scenarios on grading can be analyzed. Due to its modular design, it can be easily adopted to individual data bases.
AB - YAFO is a planning-support tool for the development of management plans under uncertainty focusing on the forest enterprise level. Based on existing stand data, the software provides the calculation of management scenarios (felling plans) for single stands that are optimized with respect to financial considerations and ecological constraints. Under these constraints, YAFO predicts timber stocks, harvest amounts and financial returns for each simulation period. The YAFO package consists of an optimization module, that has been programmed using the modelling software AIMMS. In addition, it contains two Excel-based spreadsheet files - an import and evaluation module and a risk analysis module. The YAFO model calculates financially optimized management scenarios by means of the net present value development of single stands. Optionally, the objective function can also consider risks and uncertainties due to natural calamities and timber price fluctuations, using the value at risk approach or risk utility functions. Nonlinear programming algorithms are used as solution techniques. As YAFO provides the additional flexibility to switch between two timber grading options on stand level, effects of timber price scenarios on grading can be analyzed. Due to its modular design, it can be easily adopted to individual data bases.
KW - Economic optimization
KW - Forest management planning
KW - Long-term objectives
KW - Nonlinear programming
KW - Operational planning
KW - Risk integration
UR - http://www.scopus.com/inward/record.url?scp=84876402570&partnerID=8YFLogxK
U2 - 10.1016/j.compag.2013.03.004
DO - 10.1016/j.compag.2013.03.004
M3 - Article
AN - SCOPUS:84876402570
SN - 0168-1699
VL - 94
SP - 58
EP - 70
JO - Computers and Electronics in Agriculture
JF - Computers and Electronics in Agriculture
ER -