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首页> 外文期刊>Geophysical Research Letters >A step-response simple climate model to reconstruct and interpret AOGCM projections
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A step-response simple climate model to reconstruct and interpret AOGCM projections

机译:用于重建和解释AOGCM投影的阶跃响应简单气候模型

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摘要

We propose a new simple climate modelling (SCM) framework for making fast climate projections and for interpreting global climate model (GCM) projections. This SCM is derived from CO_2 step GCM experiments (a core integration in the fifth Climate Model Intercomparison Project CMIP5), and is similar to linear impulse-response theory. Its results are therefore traceable to GCM physics and closely related to a commonly-used method of analysing GCMs. Its formulation needs no tuning and permits clear validation. After discussing theoretical properties, we show that this SCM can work well, using the HadCM3 GCM for global temperature, precipitation, heat uptake and outgoing radiation under a range of forcing scenarios. The validation reveals interesting deviations from impulse-response linearity in surface temperature, radiative response and precipitation. These non-linearities emerge not just in climate feedback (as previously reported), but also in the rapid adjustment to forcing change. Some commonality is found between mechanisms by which temperature and precipitation depart from impulse-response linearity. Our results suggest that in support of the 4xCO_2 experiments within CMIP5, additional 2xCO_2 integrations from other GCMs could be very valuable. We also show how our framework can help understand time-dependent scenario projections, and suggest that this approach could be used as part of a process where GCM understanding and SCM formulation develop together.
机译:我们提出了一个新的简单气候建模(SCM)框架,用于进行快速的气候预测和解释全球气候模型(GCM)预测。该SCM源自CO_2步骤GCM实验(第五个气候模型比较项目CMIP5中的核心集成),与线性冲激响应理论相似。因此,其结果可追溯到GCM物理学,并且与分析GCM的常用方法密切相关。它的配方无需调整,并可以进行清晰的验证。在讨论了理论特性之后,我们表明,使用HadCM3 GCM可以在一系列强迫情况下,将HadCM3 GCM用于全球温度,降水,热量吸收和输出辐射,可以很好地工作。验证揭示了表面温度,辐射响应和降水中脉冲响应线性的有趣偏差。这些非线性不仅出现在气候反馈中(如先前报道),而且还出现在对强迫变化的快速调整中。在温度和降水偏离冲激响应线性的机理之间发现了一些共性。我们的结果表明,为了支持CMIP5中的4xCO_2实验,其他GCM的其他2xCO_2集成可能非常有价值。我们还将展示我们的框架如何帮助您理解与时间有关的情景预测,并建议将该方法用作GCM理解和SCM制定共同发展的过程的一部分。

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