Published May 5, 2022
| Version 0.3
Dataset
Open
Caravan - A global community dataset for large-sample hydrology
Creators
- 1. Google Research, Vienna, Austria
- 2. Google Research, Mountain View, CA, United States
- 3. Geography, College of Life and Environmental Sciences, University of Exeter, Exeter, UK
- 4. Google, Mountain View, CA, USA
- 5. Institute for Machine Learning, Johannes Kepler University, Linz, Austria
- 6. Google Research, Tel Aviv, Israel
- 7. Institute for Atmospheric and Climate Science, ETH Zurich, Zurich, Switzerland
Description
THIS IS A PRE-RELEASE, WHILE THE CARAVAN IS UNDER REVISION.
Check out the preprint at: https://eartharxiv.org/repository/view/3345/
Caravan is an open community dataset of meteorological forcing data, catchment attributes, and discharge daat for catchments around the world. Additionally, Caravan provides code to derive meteorological forcing data and catchment attributes from the same data sources in the cloud, making it easy for anyone to extend Caravan to new catchments. The vision of Caravan is to provide the foundation for a truly global open source community resource that will grow over time.
Channel Log:
- 23 May 2022: Version 0.2 - Resolved a bug when renaming the LamaH gauge ids from the LamaH ids to the official gauge ids provided as "govnr" in the LamaH dataset attribute files.
- 24 May 2022: Version 0.3 - Fixed gaps in forcing data in some "camels" (US) basins.
Files
caravan-long-logo.png
Additional details
Related works
- Is described by
- Journal article: 10.31223/X50S70 (DOI)