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Activity Number: 87
Type: Invited
Date/Time: Sunday, August 3, 2014 : 8:30 PM to 10:30 PM
Sponsor: Section on Statistics and the Environment
Abstract #312455
Title: Reconstructing Carbon Dioxide for the Last 2000 Years: A Hierarchical Success Story
Author(s): Douglas Nychka*+
Companies: NCAR
Keywords: climate ; inverse problems
Abstract:

Knowledge of the CO2 concentrations in the past is important to provide a benchmark for how the global carbon cycle varies over time. This project applies the most comprehensive measures of CO2 in Antarctic ice cores and a physically based forward model to infer CO2 concentrations on an annual basis. An interesting feature of this analysis is a more complete characterization of the uncertainty. In particular, Monte Carlo ensembles of the posterior are particularly useful for assessing the size of the decrease in CO2 around 1601.


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