ks905383/quantproj: Project Climate Data Based on Changes in Distribution Shape

Project climate time series into the future based on estimated distributional changes of a different set of climate time series, potentially spanning multiple runs over the same time frame, based on the quantile mapping methodology for multi-member climate ensembles developed by Haugen et al. (2018). In its most common use, it allows for a weather or reanalysis variable (i.e. near-surface air temperature) to be projected by the estimated change in distribution shape of a large model ensemble, such as CESM-LE. This gives a future time series reflecting the estimated distributional change in the model. Code is built off of and based on code by Matz Haugen (original found here: https://github.com/matzhaugen/future-climate-emulations-analysis) and is used with permission.

Getting started

Package details

AuthorKevin Schwarzwald
MaintainerKevin Schwarzwald <[email protected]>
LicenseWhat license is it under?
Version0.9.8
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("devtools")
library(devtools)
install_github("ks905383/quantproj")
ks905383/quantproj documentation built on March 15, 2019, 11:32 p.m.