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故事情节:一种在气候变化物理方面表示不确定性的替代方法。

Storylines: an alternative approach to representing uncertainty in physical aspects of climate change.

作者信息

Shepherd Theodore G, Boyd Emily, Calel Raphael A, Chapman Sandra C, Dessai Suraje, Dima-West Ioana M, Fowler Hayley J, James Rachel, Maraun Douglas, Martius Olivia, Senior Catherine A, Sobel Adam H, Stainforth David A, Tett Simon F B, Trenberth Kevin E, van den Hurk Bart J J M, Watkins Nicholas W, Wilby Robert L, Zenghelis Dimitri A

机构信息

1Department of Meteorology, University of Reading, Reading, RG6 6BB UK.

2Lund University Centre for Sustainability Studies, 221 00 Lund, Sweden.

出版信息

Clim Change. 2018;151(3):555-571. doi: 10.1007/s10584-018-2317-9. Epub 2018 Nov 10.

Abstract

As climate change research becomes increasingly applied, the need for actionable information is growing rapidly. A key aspect of this requirement is the representation of uncertainties. The conventional approach to representing uncertainty in physical aspects of climate change is probabilistic, based on ensembles of climate model simulations. In the face of deep uncertainties, the known limitations of this approach are becoming increasingly apparent. An alternative is thus emerging which may be called a 'storyline' approach. We define a storyline as a physically self-consistent unfolding of past events, or of plausible future events or pathways. No a priori probability of the storyline is assessed; emphasis is placed instead on understanding the driving factors involved, and the plausibility of those factors. We introduce a typology of four reasons for using storylines to represent uncertainty in physical aspects of climate change: (i) improving risk awareness by framing risk in an event-oriented rather than a probabilistic manner, which corresponds more directly to how people perceive and respond to risk; (ii) strengthening decision-making by allowing one to work backward from a particular vulnerability or decision point, combining climate change information with other relevant factors to address compound risk and develop appropriate stress tests; (iii) providing a physical basis for partitioning uncertainty, thereby allowing the use of more credible regional models in a conditioned manner and (iv) exploring the boundaries of plausibility, thereby guarding against false precision and surprise. Storylines also offer a powerful way of linking physical with human aspects of climate change.

摘要

随着气候变化研究越来越多地应用于实际,对可操作信息的需求迅速增长。这一需求的一个关键方面是不确定性的表述。在气候变化物理方面表述不确定性的传统方法是基于气候模型模拟集合的概率方法。面对深层次的不确定性,这种方法的已知局限性日益明显。因此,一种可称为“情景线”的替代方法正在兴起。我们将情景线定义为过去事件、或未来可能事件或路径的物理上自洽的展开。情景线的先验概率未作评估;相反,重点在于理解其中涉及的驱动因素以及这些因素的合理性。我们介绍了使用情景线来表述气候变化物理方面不确定性的四类原因:(i)通过以面向事件而非概率的方式构建风险来提高风险意识,这更直接地对应于人们对风险的感知和反应方式;(ii)通过允许从特定脆弱性或决策点逆向推导,将气候变化信息与其他相关因素结合起来以应对复合风险并开展适当的压力测试,从而加强决策;(iii)为划分不确定性提供物理基础,从而能够有条件地使用更可靠的区域模型;(iv)探索合理性边界,从而防范虚假精度和意外情况。情景线还提供了一种将气候变化的物理方面与人类方面联系起来的有力方式。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5d67/6394420/9d5624322147/10584_2018_2317_Fig1_HTML.jpg

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