Optimization of Forestry, Infrastructure and Fire Management

Q3 Agricultural and Biological Sciences
P. Lohmander
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引用次数: 3

Abstract

Forests, sensitive to fires, cover large parts of our planet. Rational protection of forests against fires, forest fire management, is a very important topic area. Our planet is facing the serious problem of global warming. The probabilities of long dry periods and strong winds are increasing functions of a warmer climate. Heat, dry conditions and strong winds increase the probabilities that fires start. Furthermore, if a fire starts, the stronger winds make the fires spread more rapidly and the destruction increases. Under the influence of global warming, we may expect more severe problems in forestry caused by wild fires. For all of these reasons, it is essential to investigate and optimize the general principles of the combined forestry and wild fire management problem. In this process, we should integrate the infrastructure and the fire fighting resources in the system as decision variables in the optimization problem. First, analytical methods are used to determine general results concerning how the optimal decisions are affected by increasing wind speed. The total system is analyzed with one dimensional optimization. Then, different combinations of decisions are optimized. The importance of optimal coordination is demonstrated. Finally, a particular numerical version of the optimization problem is constructed and studied. The main results, under the influence of global warming, are the following: In order to improve the expected total results, we should reduce the stock level in the forests, increase the level of fuel treatment, increase the capacity of fire fighting resources and increase the density of the road network. The total expected present value of all activities in a forest region are reduced even if optimal adjustments are made. These results are derived via analytical optimization and comparative statics analysis. They have also been confirmed via a numerical nonlineaer programming model where all decisions simultaneously are optimized.
优化林业、基础设施和消防管理
森林对火灾很敏感,覆盖了我们星球的大部分地区。合理保护森林防火,是森林防火管理中一个非常重要的课题。我们的星球正面临着全球变暖的严重问题。长时间干旱和强风的可能性增加了气候变暖的作用。高温、干燥和强风增加了火灾发生的可能性。此外,如果火灾发生,强风会使火灾传播得更快,破坏性也会增加。在全球变暖的影响下,我们预计野火会给林业带来更严重的问题。由于所有这些原因,有必要研究和优化林业和野火联合管理问题的一般原则。在这个过程中,我们应该整合系统中的基础设施和消防资源,作为优化问题的决策变量。首先,使用分析方法来确定关于风速增加如何影响最优决策的一般结果。对整个系统进行了一维优化分析。然后,对不同的决策组合进行优化。论证了最佳协调的重要性。最后,构造并研究了优化问题的一个特定的数值版本。在全球变暖的影响下,主要结果如下:为了提高预期的总结果,我们应该降低森林中的库存水平,提高燃料处理水平,提高消防资源的能力,并增加道路网的密度。即使进行了最佳调整,森林地区所有活动的总预期现值也会减少。这些结果是通过分析优化和比较静力学分析得出的。它们也通过数值非线性规划模型得到了证实,在该模型中,所有决策都被同时优化。
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来源期刊
caspian journal of environmental sciences
caspian journal of environmental sciences Environmental Science-Environmental Science (all)
CiteScore
2.30
自引率
0.00%
发文量
0
审稿时长
5 weeks
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