🗺️ Quick Maps#
Herbie provides some quick map making for a Dataset.
ds.herbie.plot()
Note: I’m not completely satisfied with this feature, and it could use some work to make it more robust.
[1]:
from herbie import Herbie
ERROR 1: PROJ: proj_create_from_database: Open of /home/blaylock/miniconda3/envs/herbie-dev/share/proj failed
[2]:
H = Herbie("2022-12-05 06:00", fxx=6, model="hrrr")
ds = H.xarray("TMP:2 m")
✅ Found ┊ model=hrrr ┊ product=sfc ┊ 2022-Dec-05 06:00 UTC F06 ┊ GRIB2 @ aws ┊ IDX @ aws
[3]:
ds.herbie.plot()
cfgrib variable: t2m
GRIB_cfName air_temperature
GRIB_cfVarName t2m
GRIB_name 2 metre temperature
GRIB_units K
GRIB_typeOfLevel heightAboveGround
/home/blaylock/GITHUB/Herbie/herbie/accessors.py:747: UserWarning: More than one time coordinate present for variable "gribfile_projection".
ds = ds.metpy.parse_cf()
/home/blaylock/GITHUB/Herbie/herbie/accessors.py:748: UserWarning: More than one time coordinate present for variable "t2m".
ds = ds.metpy.assign_y_x()
/home/blaylock/GITHUB/Herbie/herbie/accessors.py:748: UserWarning: More than one time coordinate present for variable "gribfile_projection".
ds = ds.metpy.assign_y_x()
[3]:
<GeoAxes: title={'left': 'Run: 06:00 UTC 05 Dec 2022 F06', 'center': 'HRRR 2 m\n', 'right': 'Valid: 12:00 UTC 05 Dec 2022'}>
