Climate Change Attribution Using Empirical Decomposition of Climatic Data

C. Loehle, N. Scafetta
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引用次数: 59

Abstract

The climate change attribution problem is addressed using empirical decomposition. Cycles in solar motion and activity of 60 and 20 years were used to develop an empirical model of Earth temperature variations. The model was fit to the Hadley global temperature data up to 1950 (time period before anthropogenic emissions became the dominant forcing mechanism), and then extrapolated from 1951 to 2009. After subtraction of the model, the residuals showed an approximate linear upward trend after 1942. Herein we assume that the residual upward warming observed during the second half of the 20th century has been mostly induced by a worldwide rapid increase of anthropogenic emissions, urbanization and land use change. The warming observed before 1942 is relatively small and it is assumed to have been mostly naturally induced by a climatic recovery since the Little Ice Age of the 17th century and the Dalton Minimum at the beginning of the 19th century. The resulting full natural plus anthropogenic model fits the entire 160 year record very well. Residual analysis does not provide any evidence for a substantial cooling effect due to sulfate aerosols from 1940 to 1970. The cooling observed during that period may be due to a natural 60-year cycle, which is visible in the global temperature since 1850 and has been observed also in numerous multisecular climatic records. New solar activity proxy models are developed that suggest a mechanism for both the 60-year climate cycle and a portion of the long-term warming trend. Our results suggest that because current models underestimate the strength of natural multidecadal cycles in the temperature records, the anthropogenic contribution to climate change since 1970 should be around half of that previously claimed by the IPCC [2007]. A 21st Century forecast suggests that climate may warm less than 1^{\circ}C by 2100.
基于气候数据经验分解的气候变化归因
利用经验分解方法解决了气候变化归因问题。利用60年和20年的太阳运动和活动周期建立了地球温度变化的经验模型。该模型拟合到1950年(在人为排放成为主要强迫机制之前的时期)的Hadley全球温度数据,然后外推1951年至2009年。模型相减后,残差在1942年后呈近似线性上升趋势。在此,我们假设在20世纪下半叶观测到的剩余升温主要是由全球范围内人为排放、城市化和土地利用变化的快速增加引起的。1942年以前观测到的变暖相对较小,据推测主要是由17世纪小冰期和19世纪初道尔顿极小期以来的气候恢复自然引起的。由此产生的完全自然加人为模式与整个160年的记录非常吻合。残留分析没有提供任何证据证明1940年至1970年硫酸盐气溶胶产生了实质性的冷却效应。在此期间观测到的降温可能是由于一个60年的自然周期,这在1850年以来的全球温度中可见,在许多多期气候记录中也观察到。新的太阳活动代理模型提出了60年气候周期和部分长期变暖趋势的机制。我们的研究结果表明,由于目前的模式低估了温度记录中自然多年代际循环的强度,自1970年以来人为对气候变化的贡献应该是IPCC先前声称的[2007]的一半左右。21世纪的预测表明,到2100年,气候变暖可能不到1摄氏度。
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