stormIdentifier 03E 03E 03E 03E 03E
latitude 20.5 20.7 21.3 20.8 21.4
longitude -127.4 -128.2 -128.4 -128.9 -129.1
pressureReducedToMeanSeaLevel NaN 100000.0 NaN 100400.0 NaN
windSpeedAt10M NaN NaN 18.0 NaN 17.0
5 6 7 8 11 \
stormIdentifier 03E 03E 03E 03E 03E
latitude 20.9 22.0 20.8 21.0 20.7
longitude -129.5 -129.5 -130.0 -130.9 -131.4
pressureReducedToMeanSeaLevel 100400.0 NaN 100800.0 NaN 101000.0
windSpeedAt10M NaN 16.5 NaN 14.9 NaN
... 108 109 110 111 112 \
stormIdentifier ... 05E 06E 06E 06E 06E
latitude ... 26.3 15.2 15.9 16.7 16.7
longitude ... -139.3 -107.3 -108.8 -108.3 -110.7
pressureReducedToMeanSeaLevel ... NaN NaN 100200.0 NaN 100400.0
windSpeedAt10M ... 13.4 NaN NaN 19.6 NaN
113 116 117 118 119
stormIdentifier 06E 06E 06E 06E 06E
latitude 12.7 18.5 13.6 19.4 14.9
longitude -114.5 -113.4 -114.7 -115.7 -114.8
pressureReducedToMeanSeaLevel NaN 100300.0 NaN 99900.0 NaN
windSpeedAt10M 22.6 NaN 27.3 NaN 23.7
``
As you see pressure and wind and timePeriod are not aligned correctly. Is thare something I am missing?
Thanks
when you read a .bufr file from ecmwf public sites at https://data.ecmwf.int/forecasts/, you get dataframe like the one below.
stormIdentifier 03E 03E 03E 03E 03E
latitude 20.5 20.7 21.3 20.8 21.4
longitude -127.4 -128.2 -128.4 -128.9 -129.1
pressureReducedToMeanSeaLevel NaN 100000.0 NaN 100400.0 NaN
windSpeedAt10M NaN NaN 18.0 NaN 17.0
stormIdentifier 03E 03E 03E 03E 03E
latitude 20.9 22.0 20.8 21.0 20.7
longitude -129.5 -129.5 -130.0 -130.9 -131.4
pressureReducedToMeanSeaLevel 100400.0 NaN 100800.0 NaN 101000.0
windSpeedAt10M NaN 16.5 NaN 14.9 NaN
stormIdentifier ... 05E 06E 06E 06E 06E
latitude ... 26.3 15.2 15.9 16.7 16.7
longitude ... -139.3 -107.3 -108.8 -108.3 -110.7
pressureReducedToMeanSeaLevel ... NaN NaN 100200.0 NaN 100400.0
windSpeedAt10M ... 13.4 NaN NaN 19.6 NaN
stormIdentifier 06E 06E 06E 06E 06E
latitude 12.7 18.5 13.6 19.4 14.9
longitude -114.5 -113.4 -114.7 -115.7 -114.8
pressureReducedToMeanSeaLevel NaN 100300.0 NaN 99900.0 NaN
windSpeedAt10M 22.6 NaN 27.3 NaN 23.7
``
As you see pressure and wind and timePeriod are not aligned correctly. Is thare something I am missing? Thanks
Code: df = pdbufr.read_bufr(bufr_file_path,columns=("stormIdentifier","latitude", "longitude","windSpeedAt10M","pressureReducedToMeanSeaLevel"),required_columns=False)