Description
Partitioning Uncertainty Components of an Incomplete Ensemble of Climate Projections.
Description
These functions use data augmentation and Bayesian techniques for the assessment of single-member and incomplete ensembles of climate projections. It provides unbiased estimates of climate change responses of all simulation chains and of all uncertainty variables. It additionally propagates uncertainty due to missing information in the estimates. - Evin, G., B. Hingray, J. Blanchet, N. Eckert, S. Morin, and D. Verfaillie. (2019) <doi:10.1175/JCLI-D-18-0606.1>.
README.md
QUALYPSO
Partitioning Uncertainty Components of an Incomplete Ensemble of Climate Projections
This R package corresponds to the implementation of the following paper:
Evin, G., B. Hingray, J. Blanchet, N. Eckert, S. Morin, and D. Verfaillie. "Partitioning Uncertainty Components of an Incomplete Ensemble of Climate Projections Using Data Augmentation". Journal of Climate. J. Climate, 32, 2423–2440. https://doi.org/10.1175/JCLI-D-18-0606.1.