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Using mixed integer multi-objective goal programming for stand tending block designation: A case study from Turkey

机译:使用混合整数多目标目标规划进行林分抚育区指定:来自土耳其的案例研究

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Sustainable forest management is a key to maintaining the economic, social, environmental and cultural benefits and services of forests for the long term. In Turkey, all forestry activities, such as regeneration and stand tending, are carried out according to forest management plans, which are used as a tool for achieving sustainable forest management goals. An intermediate yield harvest plan, which is a part of management plan, is used for stand tending. Every year, the compartments (stands) within the same stand tending block are thinned. Decision support systems have not been used so far in order to designate the size and location of these stand tending blocks. In this study, we used multi-objective goal programming to designate stand tending blocks for an entire decade. We developed two models: a linear goal programming model and a nonlinear goal programming model. To design these models, we only considered wood flow and distance between the centroids of compartments as the objectives. Then, we used a working circle of the Golcuk forest sub-district, which is a planning unit in Turkey, as a case study. The linear model worked very well, and for reference scenarios, the deviation in volume scheduled for the entire decade was only 16.8 m(3) and the deviation in total distance between compartments was 172 km. Scenario 3, with weights of 02 for distance and 0.8 for volume, produced the best results. The nonlinear model, which in theory would better represent the problem, was not as useful due to a combination of the time required to produce a solution and the quality of the solutions. The linear model can be developed by including other factors and used by forest planners. (C) 2015 Elsevier B.V. All rights reserved.
机译:可持续森林管理是长期保持森林的经济,社会,环境和文化效益及服务的关键。在土耳其,所有林业活动(例如再生和林分抚育)均根据森林管理计划进行,这些计划被用作实现可持续森林管理目标的工具。中间收获计划是管理计划的一部分,用于计划抚育。每年,同一摊位照料区中的隔间(摊位)会变薄。到目前为止,尚未使用决策支持系统来指定这些摊位管理模块的大小和位置。在这项研究中,我们使用了多目标目标编程来指定整整十年的看台管理模块。我们开发了两个模型:线性目标规划模型和非线性目标规划模型。在设计这些模型时,我们仅将木材流量和隔室质心之间的距离作为目标。然后,我们以土耳其的一个计划部门Golcuk森林分区的一个工作圈为案例研究。线性模型非常有效,对于参考方案,整个十年中排定的体积偏差仅为16.8 m(3),隔室之间的总距离偏差为172 km。方案3的距离权重为02,体积权重为0.8,效果最佳。理论上可以更好地表示问题的非线性模型由于生成解决方案所需的时间和解决方案的质量的结合而没有用。线性模型可以通过包括其他因素来开发,并由森林规划者使用。 (C)2015 Elsevier B.V.保留所有权利。

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