My primary data analysis tool is the wonderful open-source language, python. There has been a recent push in the Geoscience community toward the language, since domain-specific packages can be developed fully open-source and the language supports out-of-memory computation with dask and easy analysis over labelled arrays with xarray. I collaborate with developers primarily through the pangeo project.
core developer
 |
| co-founding author and core developer |
 an xarray wrapper for analysis of ensemble forecast models for climate prediction
|
| documentation and installation here |
 |
| founding author and core developer |
 a toolbox for Earth System Model analysis
|
| documentation and installation here |
contributor
| esmlab |
| contributing author |
| NCAR package of tools for working with Earth system multi-model analyses with xarray |
|
added significance testing for statistics |
| documentation and installation here |
MPAS-Analysis
|
| contributing author |
| provides analysis for the Model for Prediction Across Scales (MPAS) components of ACME |
|
added support for ocean biogeochemistry |
| documentation and installation here |
| pop-tools |
| contributing author |
| NCAR package of tools to support analysis of POP2-CESM model solutions |
|
added module for computing tracer budgets |
| documentation and installation here |
| xskillscore |
| contributing author |
| xarray wrapper for metrics for verifying forecasts |
|
added area-weighting and skipna to all functions |
| documentation and installation here |