• Fixed bug in parsing CPC Precipitation Outlooks in wsfr_read.climate.cpc_outlooks to additionally handle case where 2006 also has a slightly different format.

• Fixed bug in parsing CPC Precipitation Outlooks in wsfr_read.climate.cpc_outlooks. This now handles the case where the 2004 file has a slightly different format.

• Added runtime items to the repository.
  • Runtime image specification in runtime/
  • Example submission and submission template in examples/
  • Documentation added to README.
  • Firewall allowed hosts documented in allowed_hosts.txt. See documentation.
• Added data directory manifest (data.find.txt) and disk usage (data.du.txt). See documentation.
• Added read_test_monthly_naturalized_flow function to data_reading that loads the monthly naturalized flow time series for a particular site and issue date.

• Added data download code for MODIS vegetation indices (modis_vegetation).
• Changed cdec download code for improved reliability. It now downloads data for large batches of stations (instead of individually) in order to reduce the number of network calls to CDEC servers.

• Added requests.exceptions.ConnectionError to the retry conditions for wsfr_download.cdec.download_station_data

• Added data download code for CDEC snow monitoring stations (cdec). This depends on the cdec_snow_stations.csv file added to the data download page.
• Added data download and data reading code for CPC Seasonal Outlooks (cpc_outlooks). An additional file cpc_climate_divisions.gpkg file has been added to the data download page.
• Added retries to the SNOTEL station download code to improve reliability
• Added skip_existing option to all download functions to control whether files that already exist should be skipped. All download functions now skip existing files by default. To force downloads to overwrite existing files, set this to false in the bulk download config file when using bulk, or use the --no-skip-existing flag when using individual data source download commands.

• Added instructions to README about the data directory.

• Added missing geopandas dependency to wsfr-download

Data download additions:

• USGS daily streamflow for challenge forecast sites (usgs_streamflow)
• SNOTEL snowpack station measurements (snotel)
• SNODAS snowpack properties estimates (snodas)
• Palmer Drought Severity Index (PDSI) from gridMET (pdsi)

Data reading additions:

• USGS daily streamflow

Initial release with:

• Download support for GRACE drought indicators and teleconnection indices.
• Read support for teleconneciton indices