PSM.bayspline

Implements the BaySpline PSM, a Baysian forward model for UK’37

Description

The BaySpline PSM is a Bayesian forward model that estimates UK’37 values from sea-surface temperatures. The forward model is described in the paper:

Tierney, J.E. & Tingley, M.P. (2018) BAYSPLINE: A New Calibration for the Alkenone Paleothermometer. Paleoceanography and Paleoclimatology 33, 281-301. DOI: http://doi.org/10.1002/2017PA003201

Github Repository: https://github.com/jesstierney/BAYSPLINE

Prerequisites: Requires Matlab’s Curve Fitting Toolbox

All User Methods

Create

bayspline - Creates a new BaySpline PSM object

label - Apply a label to a BaySpline object

Estimate

rows - Indicate the state vector rows that hold BaySpline SST inputs

Utility Methods

Utility methods that help the class run. These are not intended for users, and do not implement error checking on their inputs.

Estimate

estimate - Estimates UK37 values from SST values extracted from an ensemble

Inherited

name - Returns an identifying name for use in error messages
parseRows - Error checks and parses state vector rows
disp - Display the PSM in the console