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Societal breakdown as an emergent property of large-scale behavioural models of land use change

机译:社会分解作为土地利用变化大规模行为模型的紧急财产

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Human land use has placed enormous pressure on natural resources and ecosystems worldwide and may even prompt socio-ecological collapses under some circumstances. Efforts to avoid such collapses are hampered by a lack of knowledge about when they may occur and how they may be prevented. Computational models that illuminate potential future developments in the land system are invaluable tools in this context. While such models are widely used to project biophysical changes, they are currently less able to explore the social dynamics that will be key aspects of future global change. As a result, strategies for navigating a hazardous future may suffer from “blind spots” at which individual, social and political behaviours divert the land system away from predicted pathways. We apply CRAFTY-EU, an agent-based model of the European land system, in order to investigate the effects of human behavioural aspects of land management at the continental scale. We explore a range of potential futures using climatic and socio-economic scenarios and present a coherent set of cross-sectoral projections without imposed equilibria or optimisation. These projections include various behavioural responses to scenarios including non-economic motivations, aversion to change and heterogeneity in decision-making. We find that social factors and behavioural responses have dramatic impacts on simulated dynamics and can contribute to a breakdown of the land system's essential functions in which shortfalls in food production of up to 56 % emerge. These impacts are largely distinct from, and at least as large as, those of projected climatic change. We conclude that the socio-economic aspects of future scenarios require far more detailed and varied treatment. In particular, deviation from simple economic rationality at individual and aggregate scales may profoundly alter the nature of land system development and the achievability of policy goals.
机译:人体土地利用对全球的自然资源和生态系统造成了巨大压力,甚至可能在某些情况下提示社会生态倒塌。避免这种崩溃的努力因缺乏关于它们可能发生的知识以及如何防止它们而受到阻碍。在这种情况下,照亮潜在未来发展的潜在未来发展的计算模型是宝贵的工具。虽然这些模型广泛用于项目生物物理变化,但目前无法探索将成为未来全球变革的关键方面的社会动态。因此,导航危险的未来的策略可能遭受“盲点”,其中个人,社会和政治行为将土地系统转移远离预测的途径。我们申请克拉法 - 欧盟,欧洲土地系统的基于代理人的模型,以研究大陆规模的人类行为方面对土地管理的影响。我们探索了一种使用气候和社会经济场景的一系列潜在期货,并在没有施加的均衡或优化的情况下展示一套相干的跨部门预测。这些预测包括对包括非经济动机的情况的各种行为响应,厌恶决策中的变化和异质性。我们发现社会因素和行为反应对模拟动态产生了巨大影响,并有助于土地系统的崩溃,其中粮食产量不足的缺点达到56%。这些影响在很大程度上不同,至少与预计的气候变化一样大。我们得出结论,未来情景的社会经济方面需要更详细和多样化的治疗。特别是,对个人和总尺度的简单经济合理性的偏离可能是深刻地改变土地系统发展的性质和政策目标的可实现性。

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