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首页> 外文期刊>Journal of Theoretical Biology >A game theoretical model of deforestation in human-environment relationships.
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A game theoretical model of deforestation in human-environment relationships.

机译:人与环境之间森林砍伐的博弈模型。

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摘要

We studied a two-person game regarding deforestation in human-environment relationships. Each landowner manages a single land parcel where the state of land-use is forested, agricultural, or abandoned. The landowner has two strategies available: forest conservation and deforestation. The choice of deforestation provides a high return to the landowner, but it degrades the forest ecosystem services produced on a neighboring land parcel managed by a different landowner. Given spatial interactions between the two landowners, each landowner decides which strategy to choose by comparing the expected discounted utility of each strategy. Expected discounted utility is determined by taking into account the current and future utilities to be received, according to the state transition on the two land parcels. The state transition is described by a Markov chain that incorporates a landowner's choice about whether to deforest and the dynamics of agricultural abandonment and forest regeneration. By considering a stationary distribution of the Markov chain for land-use transitions, we derive explicit conditions for Nash equilibrium. We found that a slow regeneration of forests favors mutual cooperation (forest conservation). As the forest regenerates faster, mutual cooperation transforms to double Nash equilibria (mutual cooperation and mutual defection), and finally mutual defection (deforestation) leads to a unique Nash equilibrium. Two different types of social dilemma emerge in our deforestation game. The stag-hunt dilemma is most likely to occur under an unsustainable resource supply, where forest regenerates extremely slowly but agricultural abandonment happens quite rapidly. In contrast, the prisoner's dilemma is likely under a persistent or circulating supply of resources, where forest regenerates rapidly and agricultural abandonment occurs slowly or rapidly. These results show how humans and the environment mutually shape the dilemma structure in forest management, implying that solutions to dilemmas depend on environmental properties.
机译:我们研究了有关人与环境之间森林砍伐的两人游戏。每个土地所有者管理一个土地,其中森林,农业或废弃土地的使用状态。土地所有者有两种可用策略:森林保护和森林砍伐。砍伐森林的选择可以为土地所有者带来高回报,但是这会降低由其他土地所有者管理的相邻土地上产生的森林生态系统服务。给定两个土地所有者之间的空间相互作用,每个土地所有者通过比较每个策略的预期折现效用来决定选择哪个策略。预期的折价公用事业是根据两个土地的状态转换,通过考虑当前和未来将要收到的公用事业来确定的。马尔可夫链描述了状态转换,该链包含了土地所有者关于是否要砍伐森林以及农业放弃和森林更新的动态选择。通过考虑土地利用转变的马尔可夫链的平稳分布,我们得出了纳什均衡的明确条件。我们发现,森林的缓慢再生有利于相互合作(森林保护)。随着森林更新的加快,相互合作转变为纳什均衡的两倍(相互合作和相互偏离),最后相互偏离(毁林)导致独特的纳什均衡。在我们的森林砍伐游戏中出现了两种不同类型的社会困境。雄鹿搜寻的困境最有可能发生在不可持续的资源供应下,那里的森林再生非常缓慢,而农业废弃很快发生。相反,囚犯的两难境地可能是在持续或循环的资源供应下,森林迅速再生,农业遗弃缓慢或迅速发生。这些结果表明,人类和环境如何共同塑造森林经营中的两难困境结构,这意味着解决两难困境的方法取决于环境属性。

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