Description
Tools for Analyzing Climate Extremes.
Description
Functions for fitting GEV and POT (via point process fitting) models for extremes in climate data, providing return values, return probabilities, and return periods for stationary and nonstationary models. Also provides differences in return values and differences in log return probabilities for contrasts of covariate values. Functions for estimating risk ratios for event attribution analyses, including uncertainty. Under the hood, many of the functions use functions from 'extRemes', including for fitting the statistical models. Details are given in Paciorek, Stone, and Wehner (2018) <doi:10.1016/j.wace.2018.01.002>.
README.md
See python_wrapper/README.md for information on the climextremes Python package that wraps the climextRemes R package.
See {pip,conda}/README.md for information on creating the Pip and Conda packages.
Workflow for updating climextRemes as a whole:
- Update package source and test R package via winbuilder/rhub.
- Run R tests via
test_package('climextRemes'). - Update setup.py to include newer versions of Python.
- Note that you need to have the local R climextRemes be the updated package with the new number while Python version will include 'rcX'. (This can cause the error message 'Invalid comparison operator in dependency: p(0.2.3rc2)' when Python climextremes tries to install R climextRemes when it is imported.)
- Rebuild Python docs via sphinx if necessary.
- Put pip version in test PyPi as rc1 and test (see test_installation.sh).
- Put Conda version in paciorek channel as rc1 and test.
- Put rc1 versions in (non-test) PyPI and conda cascade channel and test dependencies (probably not necessary if not modifying anything that doesn't affect dependencies).
- Update on CRAN making sure Python version is correct (not tagged with 'rc').
- Assuming all is well, bump to final version on (non-test) PyPI and Conda cascade channel.
- Create release on bitbucket.
- Tag release on bitbucket and update master branch.
- Post new version to Zenodo.