Revision as of 16:44, 12 June 2023 by Jamy2(talk | contribs)(Created page with "{{Labbasics |Labtitle=ERA5 Data Component |LabCOModule=1 of 1 |LabDateContributedOrUpdated=2023-06-12 |LabDescriptionShort=A CSDMS data component used to access the ECMWF Reanalysis v5 (ERA5) climate datasets. |LabCODuration=1.0 hrs |LabModelDocumentation=ERA5 Data Component |LabAssociatedLesson=Jupyter Notebook |LabURLDownloadNotebook=https://github.com/gantian127/bmi_era5/blob/master/notebooks/bmi_era5.ipynb }} {{LabContributorData |LabContributorName=Tian Gan |LabCont...")
Classroom organization In this lab, you will learn how to use the bmi_era5 package to download the ERA5 hourly reanalysis data on single level for 2 meter temperature and total precipitation in Colorado.
Learning objectives Skills
Learn to use an application programming interface (API) to access data
Learn to use Basic Model Interface to access data and metadata
Key concepts
CSDMS Data Component
Lab notes This lab can be run on the lab (for educators) and jupyter (for general use) instances of the OpenEarthscape JupyterHub: just click one of the links under the Run online using heading at the top of this page, then run the notebook in the "CSDMS" kernel.
If you don't already have a JupyterHub account, follow the instructions to sign up at https://csdms.colorado.edu/wiki/JupyterHub. If you're an educator, you can get JupyterHub accounts for students--please contact us through the CSDMS Help Desk: https://csdms.github.io/help-desk.
Acknowledgements This work is supported by the National Science Foundation under Award No. 2026951, EarthCube Capabilities: Cloud-Based Accessible and Reproducible Modeling for Water and Sediment Research.
References
Tucker, G. E., Hutton, E. W. H., Piper, M. D., Campforts, B., Gan, T., Barnhart, K. R., Kettner, A. J., Overeem, I., Peckham, S. D., McCready, L., and Syvitski, J., 2022: CSDMS: a community platform for numerical modeling of Earth surface processes, Geosci. Model Dev., 15, 1413–1439, https://doi.org/10.5194/gmd-15-1413-2022.