| 77 | |
| 78 | Many toolboxes/softwares are available on IPSL servers to do analyses (like CDO, nco, Ferret, Python, R). |
| 79 | Additionnaly, the CliMAF python library and the C-ESM-EP evaluation package are in-house developments available for you to ease your analyses. |
| 80 | |
| 81 | ## CliMAF: a Climate Model Assessment Framework ## |
| 82 | |
| 83 | CliMAF (https://climaf.readthedocs.io/en/master/) is a python library to help you: |
| 84 | - browse and find data in your archives (like CMIP, CORDEX, IPSL model outputs, or observation/reanalyses) |
| 85 | - easily do pretreatments like period or geographical domain selection, regridding, computing climatologies |
| 86 | - either on one dataset or on an ensemble |
| 87 | - plot your results |
| 88 | - gather the plots in a html page |
| 89 | - all this taking advantage of a smart cache that automatically avoids recomputing an existing result |
| 90 | |
| 91 | The CliMAF documentation (https://climaf.readthedocs.io/en/master/) has many examples in the form of html versions of jupyter notebooks. See here: |
| 92 | - https://climaf.readthedocs.io/en/master/#can-climaf-make-my-scientific-life-easier |
| 93 | - https://climaf.readthedocs.io/en/master/#cmip6-cmip5-climeri-convergence-training-session-november-19-2018 |
| 94 | |
| 95 | If you are interested in following the CliMAF activity and ask users questions, subscribe to the mailing list: |
| 96 | https://climaf.readthedocs.io/en/master/community.html |
| 97 | |
| 98 | ## The C-ESM-EP: the CliMAF Earth System Model Evaluation Platform ## |
| 99 | |
| 100 | |
| 101 | From TGCC, the shared space `/ccc/work/cont003/thredds/$LOGIN` is expose at [https://vesg.ipsl.upmc.fr/thredds/catalog/work/catalog.html]. |