Comments (3)
All MOGREPs-UK params (and NetCDF file sizes in MB):
air_pressure 225.058732
air_pressure_at_sea_level 3.286515
air_temperature 22.361765
atmosphere_boundary_layer_thickness 3.487302
cloud_area_fraction 2.294713
cloud_area_fraction_assuming_only_consider_surface_to_1000_feet_asl 1.132317
cloud_base_altitude_assuming_only_consider_cloud_area_fraction_greater_than_2p5_oktas 1.230863
cloud_base_altitude_assuming_only_consider_cloud_area_fraction_greater_than_4p5_oktas 1.169574
cloud_volume_fraction_in_atmosphere_layer 32.069940
dew_point_temperature 4.121010
fog_area_fraction 0.290074
freezing_level_altitude 4.141373
high_type_cloud_area_fraction 1.398838
land_binary_mask 0.209811
low_type_cloud_area_fraction 2.290723
lwe_graupel_and_hail_fall_rate 0.147302
lwe_snowfall_rate 0.141513
lwe_thickness_of_graupel_and_hail_fall_amount 0.146463
lwe_thickness_of_snowfall_amount 0.142890
lwe_thickness_of_surface_snow_amount 0.370675
medium_type_cloud_area_fraction 1.513929
number_of_lightning_flashes_per_unit_area 0.139374
rainfall_rate 0.543209
relative_humidity 71.864523
soil_temperature 5.233638
surface_air_pressure 6.969847
surface_altitude 2.405621
surface_diffusive_downwelling_shortwave_flux_in_air 4.824533
surface_direct_downwelling_shortwave_flux_in_air 4.574237
surface_downwelling_longwave_flux_in_air 6.172594
surface_downwelling_shortwave_flux_in_air 5.174557
surface_downwelling_ultraviolet_flux_in_air 1.040426
surface_temperature 2.239603
surface_upward_sensible_heat_flux 4.852735
surface_upwelling_ultraviolet_flux_in_air 0.384810
thickness_of_rainfall_amount 0.628758
total_radar_reflectivity 24.493266
total_radar_reflectivity_max_in_column 3.957536
upward_air_velocity 114.111978
visibility_in_air 7.149662
wet_bulb_freezing_level_altitude 4.416840
wet_bulb_potential_temperature 4.893202
wind_from_direction 80.949014
wind_speed 35.525234
wind_speed_of_gust 3.247313
from metoffice_ec2.
For now, we want:
- air_temperature (1.5m; not at 5, 10, ..., 6,000m)
- surface_diffusive_downwelling_shortwave_flux_in_air (no height)
- surface_direct_downwelling_shortwave_flux_in_air (no height)
- surface_downwelling_shortwave_flux_in_air (or is this just direct + diffuse?) (no height)
- surface_temperature (no height)
Long term, we want:
- air_temperature (available at 1.5m; and 5, 10, ..., 6,000m)
- surface_diffusive_downwelling_shortwave_flux_in_air (no height)
- surface_direct_downwelling_shortwave_flux_in_air (no height)
- surface_downwelling_shortwave_flux_in_air (or is this just direct + diffuse?) (no height)
- surface_temperature (no height)
- upward_air_velocity (available with no height, and at 5, 10, ..., 6,000m)
At cloud heights:
- cloud_volume_fraction_in_atmosphere_layer (available at 5, 10, ..., 6,000m)
- relative_humidity (available at 5, 10, ..., 6,000m)
from metoffice_ec2.
TODO (short term):
- Modify code so it accepts messages with the heights we want (at present,
MetOfficeMessage.is_wanted()
will return False if the message isn't multi-level). See ideas about refactoring at top of this issue. - Change filter on SQS to accept new params.
from metoffice_ec2.
Related Issues (20)
- Use zstd instead of LZMA HOT 1
- Script uses increasingly large amounts of memory on EC2 HOT 5
- Avoid using h5netcdf? HOT 9
- rename MetOfficeMessage.load_netcdf to open_netcdf
- More unit tests :) HOT 1
- Run creating output images for FE on AWS
- Investigate why script doesn't output files HOT 2
- Add Sentry Error Logging
- Predict PV yield using baseline NWP model
- Deal with increasing S3 cost HOT 3
- Look into running workload on Spot instead of Fargate HOT 2
- Autoscale Compute Fleet based on SQS HOT 1
- Automatically build docker images HOT 1
- Find out which irradiance field to use HOT 2
- load_subset_and_save_data() missing 1 required positional argument
- Use irradiance data for predictions HOT 1
- float() argument must be a string or a number, not 'list' HOT 5
- dimensions or multi-index levels ['height'] do not exist HOT 2
- Run inference on AWS
- Various NaN values in predictions HOT 1
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from metoffice_ec2.