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Multivariate emulation for North American mid-Holocene temperature reconstructions

Summary: Multivariate emulation for North American
mid-Holocene temperature reconstructions
Jonathan Rougier
Department of Mathematics
University of Bristol, UK
with Tamsin Edwards, Mat Collins,
and other members of the PalaeoQUMP team
MPI fur Meteorologie, Hamburg, 16 Mar 2011
Palaeoclimate reconstruction
1. `Pseudo-observations' based on proxy measurements have a
high spatial resolution, but sparse coverage, and can be rather
2. Climate simulator runs have full coverage but low spatial
resolution, and there is the problem of simulator limitations
. . . Can we construct a synthesis of these two sources of
information which combines their strengths?
This is a very generic problem. A statistical solution emphasises
the assessment and role of uncertainty, represented probabilistically.
Pseudo-obs for pointwise reconstructions
Mid-Holocene MTWA anomalies.


Source: Applebaum, David - Department of Probability and Statistics, University of Sheffield


Collections: Mathematics