Bclim-package:
Create palaeoclimate reconstructions from pollen cores
Description
This package takes pollen counts and chronological data to produce climate histories. The package runs in two stages, first by calling layer_clouds and subsequently via climate_histories.
Details
|
Package: |
| Bclim |
|
Type: |
| Package |
|
Version: |
| 3.0.0 |
|
Date: |
| 2015-12-14 |
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License: |
| GPL >=2 |
See the functions layer_clouds and climate_histories for a full description of the workings of the package. See the package vignette for worked examples
References
See the pacakge vignette (at https://cran.r-project.org/web/packages/Bclim/index.html), the package web page (at http://mathsci.ucd.ie/~parnell_a/Bclim.html), and the following references:
Salter-Townshend, M. and J. Haslett (2012). Fast Inversion of a Flexible Regression Model for Multivariate, Zero-Inflated Pollen Counts. Environmetrics.
Sweeney, J. (2012). Advances in Bayesian Model Development and Inversion in Multivariate Inverse Inference Problems with application to palaeoclimate reconstruction. Ph. D. thesis, Trinity College Dublin.
Parnell, A. C., et al. (2015), Bayesian inference for palaeoclimate with time uncertainty and stochastic volatility. Journal of the Royal Statistical Society: Series C (Applied Statistics), 64: 115–138.