User Guide# Get Started π Installation conda install pip install Carpenter Workshop π§° π Configure Change config file location Configurable settings π¦ βStart your engines!β GRIB2 file inventory Download GRIB files Read GRIB into xarray ECMWF data Background Knowledge π Herbieβs History π’ What is GRIB2? Command Line Tools Python Tools How GRIB subsetting works in Herbie β Data Sources βΉ Model Info HRRR: High Resolution Rapid Refresh RAP: Rapid Refresh β‘ What about Zarr? HRRR-Zarr Using Herbie π Introduction Inventory data Read data with xarray Downloading Data πͺ Subset with search wgrib2-style index files ecCodes-style index files π Inventory πΊ Model Tutorials HRRR HRRR-Alaska RAP RAP record on NCEI HAFS RTMA and URMA NAM GFS GEFS GEFS-Reanalysis Data NBM NOGAPS RRFS π ± ECMWF (IFS and AIFS) HRDPS π ± RDPS π ± GDPS π ± NAVGEM ποΈ Xarray Accessors π Pick Points π Cartopy CRS π³ Domain Boundary πΊοΈ Quick Maps πΊπ» Bonus Notebooks β Herbie Latest β Precipitation Variables π·οΈ Custom filename on download πΊοΈ Brianβs Maps π§ CRS with MetPy πͺ Merge Datasets π Plot model terrain π Nearest Points β K-Index π΅ Vapor Pressure Deficit 𧩠HRRR in Zarr Format ππΌββοΈ FastHerbie β Latest Data HerbieLatest HerbieWait π Wrapper for wgrib2 π·π»ββοΈ Extending Herbie Parts of a Herbie Template Class Types of Herbie Template Class Housekeeping π How to Cite π¨π»βπ Disclaimer & Contributing Guide π¨ Style Guide Font Colors Samples π€ Rclone Install and setup CLI Usage Examples β Other Tools