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受稳定同位素和地球系统模型约束的冰期-间冰期甲烷增加的贝叶斯分析

Bayesian Analysis of the Glacial-Interglacial Methane Increase Constrained by Stable Isotopes and Earth System Modeling.

作者信息

Hopcroft Peter O, Valdes Paul J, Kaplan Jed O

机构信息

Bristol Research Initiative for the Dynamic Global Environment, School of Geographical Sciences University of Bristol Bristol UK.

Cabot Institute University of Bristol Bristol UK.

出版信息

Geophys Res Lett. 2018 Apr 28;45(8):3653-3663. doi: 10.1002/2018GL077382. Epub 2018 Apr 22.

Abstract

The observed rise in atmospheric methane (CH) from 375 ppbv during the Last Glacial Maximum (LGM: 21,000 years ago) to 680 ppbv during the late preindustrial era is not well understood. Atmospheric chemistry considerations implicate an increase in CH sources, but process-based estimates fail to reproduce the required amplitude. CH stable isotopes provide complementary information that can help constrain the underlying causes of the increase. We combine Earth System model simulations of the late preindustrial and LGM CH cycles, including process-based estimates of the isotopic discrimination of vegetation, in a box model of atmospheric CH and its isotopes. Using a Bayesian approach, we show how model-based constraints and ice core observations may be combined in a consistent probabilistic framework. The resultant posterior distributions point to a strong reduction in wetland and other biogenic CH emissions during the LGM, with a modest increase in the geological source, or potentially natural or anthropogenic fires, accounting for the observed enrichment of CH.

摘要

末次盛冰期(LGM:21000年前)大气甲烷(CH)含量从375 ppbv上升至工业化前晚期的680 ppbv,这一现象目前尚不清楚。从大气化学角度考虑,CH源有所增加,但基于过程的估算无法重现所需的增幅。CH稳定同位素提供了补充信息,有助于确定增加的根本原因。我们将工业化前晚期和LGM CH循环的地球系统模型模拟,包括基于过程的植被同位素分馏估算,纳入大气CH及其同位素的箱式模型中。使用贝叶斯方法,我们展示了如何在一致的概率框架中结合基于模型的约束和冰芯观测。由此产生的后验分布表明,LGM期间湿地和其他生物源CH排放大幅减少,地质源或潜在的自然或人为火灾略有增加,这解释了观测到的CH富集现象。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8b20/6001704/a62157cddc2f/GRL-45-3653-g001.jpg

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