AREAdata
AREAdata provides pre-processed daily estimates of climate variables averaged across administrative units (e.g., countries and states) derived from the Copernicus Climate Data Store ERA-5 dataset for cross-disciplinary environmental and epidemiological analyses.
Key Features:
- Pre-Processed Data: Provides pre-averaged climate variables derived from ERA-5, removing the need to process raw ERA-5 reanalysis outputs.
- Spatial and Temporal Granularity: Supplies daily temporal resolution and area-averaged values aggregated across administrative units such as countries and states.
- Regular Updates: Datasets are regularly updated to include near-present ERA-5-derived estimates.
- Complementary Resource: Offers processed ERA-5-derived climate variables that complement existing climate datasets for analytical use.
Scientific Applications:
- Environmental Research: Supports analyses of climate change impacts and regional climate variability using daily, area-averaged variables.
- Epidemiological Studies: Enables investigation of associations between climate variables and disease patterns at administrative scales.
- Policy Analysis: Facilitates assessment of climate-related policies and their environmental context at country or state levels.
Methodology:
Derives daily climate variable estimates from the Copernicus Climate Data Store ERA-5 reanalysis and averages them across specified administrative units, with datasets updated regularly.
Topics
Details
- License:
- GPL-3.0
- Tool Type:
- web application
- Programming Languages:
- R, Python, Shell
- Added:
- 3/28/2022
- Last Updated:
- 3/28/2022
Operations
Publications
Smith TP, Stemkovski M, Koontz A, Pearse WD. AREAdata: a worldwide climate dataset averaged across spatial units at different scales through time. Unknown Journal. 2021. doi:10.1101/2021.10.05.463057.
Links
Repository
https://github.com/pearselab/areadataIssue tracker
https://github.com/pearselab/areadata/issues