Expanding the IPAT identity to quantify backcasting sustainability scenarios

Kristian Skånberg, Åsa Svenfelt
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Abstract

This paper builds on four qualitative backcasting scenarios that illustrate sustainable futures in a Swedish setting. The paper complements the originally qualitative scenarios by developing an eight-step modified and expanded IPAT model—originally describing environmental impact as a product of population, affluence, and technology—that also enables quantitative descriptions of the scenarios. The modified and expanded IPAT model is used to show how the scenarios can stay within the climate aspect of sustainability. The result is quantified descriptions of the development paths of energy-related carbon dioxide emissions, working hours, man-made capital stocks, recycled and nonrecycled materials used, and different types of energy used in the four scenarios. The four main findings are (a) the back-bone instrument in making the energy system fossil-free will, in all scenarios, substitute fossil energy with renewable energy; (b) however, to succeed with that it is necessary to use different mixes of many complementary climate policy instruments; (c) IPAT models can be modified and expanded in many different ways to act as quantitative descriptions of different technological developments and social changes in scenario exercises; (d) by disregarding gross domestic product as a proxy for affluence, and replacing it with labor and capital, behavioral concepts like sharing and prolonged product lifetimes can more easily be introduced as climate policy options in a modified and expanded IPAT model.

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扩大IPAT的身份,以量化可持续性情景
本文建立在四个定性回溯场景,说明可持续的未来在瑞典设置。本文通过开发一个八步修正和扩展的IPAT模型来补充最初的定性情景,该模型最初将环境影响描述为人口、富裕和技术的产物,也可以对情景进行定量描述。改进和扩展的IPAT模式用于显示情景如何保持在可持续性的气候方面。结果量化描述了四种情景下能源相关二氧化碳排放量、工时、人为资本存量、再生和非再生材料使用以及不同类型能源使用的发展路径。四个主要发现是:(a)在所有情况下,使能源系统无化石的主要工具将用可再生能源替代化石能源;(b)然而,要成功做到这一点,就必须使用许多互补的气候政策工具的不同组合;(c) IPAT模式可以以许多不同的方式加以修改和扩大,作为情景练习中不同技术发展和社会变化的数量说明;(d)通过忽略国内生产总值作为富裕程度的代表,并以劳动力和资本取代它,可以更容易地在修改和扩展的IPAT模型中引入共享和延长产品寿命等行为概念作为气候政策选项。
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Issue Information Simulation-based generation and analysis of multidimensional future scenarios with time series clustering Issue Information Incorporating judgment in forecasting models in times of crisis A review of the future: A very short introduction
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