Articles | Volume 16, issue 1
Clim. Past, 16, 65–78, 2020
https://doi.org/10.5194/cp-16-65-2020
Clim. Past, 16, 65–78, 2020
https://doi.org/10.5194/cp-16-65-2020

Research article 09 Jan 2020

Research article | 09 Jan 2020

Joint inversion of proxy system models to reconstruct paleoenvironmental time series from heterogeneous data

Gabriel J. Bowen et al.

Model code and software

SPATIAL-Lab/JPI_marine: CoP accepted (Version v1.1.1) Gabriel J. Bowen https://doi.org/10.5281/zenodo.3537974

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Short summary
Past climate conditions are reconstructed using indirect and incomplete geological, biological, and geochemical proxy data. We propose that such reconstructions are best obtained by statistical inversion of hierarchical models that represent how multi–proxy observations and calibration data are produced by variation of environmental conditions in time and/or space. These methods extract new information from traditional proxies and provide robust, comprehensive estimates of uncertainty.