Search Results for author: Charles E. Lawrence

Found 2 papers, 2 papers with code

Heteroscedastic Gaussian Process Regression on the Alkenone over Sea Surface Temperatures

1 code implementation18 Dec 2019 Tae-Hee Lee, Charles E. Lawrence

To restore the historical sea surface temperatures (SSTs) better, it is important to construct a good calibration model for the associated proxies.

regression

Bayesian Inference Gaussian Process Multiproxy Alignment of Continuous Signals (BIGMACS): Applications for Paleoceanography

1 code implementation20 Jul 2019 Tae-Hee Lee, Lorraine E. Lisiecki, Devin Rand, Geoffrey Gebbie, Charles E. Lawrence

We use BIGMACS to construct a new Deep Northeastern Atlantic stack (i. e., a profile from a particular benthic ${\delta}^{18}{\rm O}$ records) of five ocean sediment cores.

Bayesian Inference GPR +1

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