Processing & Analysing

DKRZ offers a multitude of services facilitating the processing and analysis of the large-volume datasets common in simulation-based climate science. For example, the in-house application Freva allows for the orchestration of entire workflows, the DKRZ Jupyterhub instance provides easy access to DKRZ-stored data and available HPC resources and the maintained data catalogs take the pain out of Earth System model data access.

Freva: Data analysis

Freva is a hybrid framework accessible by command line interface, python module and website. It allows to run analysis tools and consult the history of former evaluations.

Jupyter

DKRZ hosts its own Jupyterhub instance at https://jupyterhub.dkrz.de/. Please find more information here: https://docs.dkrz.de/doc/software%26services/jupyterhub/index.html

Catalogs

DKRZ data management staff maintains e.g. intake-esm data catalogs to ease the search and access to data holdings. A detailled documentation on intake-esm can be found on https://tutorials.dkrz.de/Intake.html. Further documentation will follow.