基于agent的英国气候目标未来乳制品和植物性牛奶消费模型

Matthew Gibson, J. Pereira, R. Slade, J. Rogelj
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引用次数: 4

摘要

在世界大部分地区减少肉类和乳制品的生产和消费,对于减缓气候变化、减轻生态压力和改善健康至关重要。我们更新了英国历史牛奶消费的基于代理的模型(ABM),并将其应用于2050年乳制品减少和采用植物性牛奶(PBM)的情景。更新后的模型由认知功能组成,其中代理感知牛奶选择的物理、健康和环境特征,这些特征受到习惯和社会影响的修改。我们使用2018年欧洲社会调查和2008年英国社会态度调查数据来实证地为模型提供信息。采用回溯法,我们根据公布的英国乳制品减少目标(2030年和2050年)校准参数,并测试不同的价格关系和环境问题特征如何影响2020年至2050年的模拟牛奶消费。核心目标(到2030年减少20%,到2050年减少35%)的设想大体上产生了合理的消费轨迹。然而,在目前的乳制品和PBM定价下,模拟消费大多无法实现预期的核心目标,但随着乳制品价格设定为有机水平,这种情况明显改善。不断变化的环境对牛奶选择的影响导致了更高水平的牛奶减少。当把消费模式建模为引起公众关注的短暂的强烈冲击时,消费模式并没有根本改变。然而,需要关注的微小、渐进但持久的变化确实带来了消费模式的结构性变化,到2030年左右,乳制品将低于植物性替代品。这项研究首次将ABM应用于乳制品减少和PBM采用的情景,以服务于英国与气候相关的消费目标。它可以作为饮食转变目标可行性的有价值的自下而上的替代证据,并为如何解决行为改变的障碍提供政策启示。乳制品与PBM的代表性价格关系不同;并模拟了环境因素和牛奶选择影响变化的不同机制。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Agent-Based Modelling of Future Dairy and Plant-Based Milk Consumption for UK Climate Targets
: A reduction in the production and consumption of meat and dairy across much of the world is critical for climate change mitigation, the alleviation of ecological stress, and improved health. We update an agent-based model (ABM) of historic UK milk consumption and apply it to scenarios of dairy reduction and adoption of plant-based milk (PBM) out to 2050. The updated model is comprised of a cognitive function, where agents perceive the physical, health and environmental characteristics of milk choice, which is modified by habit and social influence. We use European Social Survey 2018 and British Social Attitudes 2008 survey data to empir-ically inform the model. Taking a backcasting approach, we calibrate parameters against published UK dairy reduction targets (2030 and 2050), and test how different price relationships, and characterisations of environmental concern, may affect simulated milk consumption from 2020 to 2050. Scenarios for core targets (20% less dairy by 2030 and 35% by 2050) largely produced plausible consumption trajectories. However, at current pricing of dairy and PBM, simulated consumption was mostly unable to deliver on desired core targets, but this improved markedly with dairy prices set to organic levels. The influence of changing environmental concern on milk choice resulted in higher levels of dairy milk reduction. When modelled as transient, intense shocks to public concern, consumption patterns did not fundamentally change. However, small, incremental but permanent changes to concern did produce structural changes to consumption patterns, with dairy falling below plant-based alternatives at around 2030. This study is the first to apply an ABM in the context of scenarios for dairy reduction and PBM adoption in service to UK climate-related consumption targets. It can serve as valu-able bottom-up, alternative, evidence on the feasibility of dietary shift targets, and poses policy implications for how to address impediments to behavioural change. different representative price relationships between dairy and PBM; and modelled different mechanisms for changes to agent environmental concern and milk choice influence.
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