A Gaussian process state-space model for sea surface temperature reconstruction from the alkenone paleotemperature proxy

Reconstructing past climate events relies on the relevant proxies and how they are related. Depending only on such relationships, however, could not be robust because only few proxy observations are usually available at each age. A state-space model employs a prior to make the hidden past climate ev...

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Bibliographic Details
Main Authors: Taehee Lee, Jun S. Liu, Charles E. Lawrence
Format: Article
Language:English
Published: Cambridge University Press 2022-01-01
Series:Environmental Data Science
Subjects:
Online Access:https://www.cambridge.org/core/product/identifier/S2634460222000292/type/journal_article