from osgeo import gdal import numpy as np hrrrPath = 'https://noaa-hrrr-bdp-pds.s3.amazonaws.com/hrrr.20201117/conus/hrrr.t00z.wrfsfcf00.grib2' ds = gdal.Open('/vsicurl/' + hrrrPath)