This dataset validation report plots a sample of values from the NOAA GFS analysis dataset over time and across space, comparing where possible to a previously validated reference dataset. It also reports the quantity of unavailable values and their associated timestamps. These analyses are one layer of a multi-layered dataset validation process we perform at dynamical.org and also provide users a preview of the dataset contents.
Report generation start time: 2026-05-26T02:13:21 UTC
This dataset has been reviewed and is ready for use. There is one known data gap: approximately 16 hours of unavailable values on 2022-11-29 → 2022-11-30 caused by corrupted index sidecars in the upstream NOAA GFS archive (see Review notes below).
s3://noaa-gfs-bdp-pds/ archive published .idx byte-index sidecars for the 2022-11-29T18Z, 2022-11-30T00Z, and 2022-11-30T06Z init cycles whose byte offsets do not align with the GRIB message boundaries in the corresponding GRIB files; the byte-range download path trusts those offsets and the partial bytes returned are not valid GRIB. Direct inspection of the underlying GRIB files confirms the data is intact at the source — only the published index is wrong. We are attempting to have these fixed at the source and will backfill once that has happened. Affected timestamps for instant variables: 2022-11-29T20:00, 21:00; 2022-11-30T02:00, 05:00, 08:00, 09:00, 10:00, 11:00 (8 per variable). Accumulated precipitation (precipitation_surface) has 12 additional 1-hour timestamps across the same window because deaccumulation also requires the adjacent leads. Visible in nulls_temperature_2m.png and every other nulls_<var>.png.precipitation_surface (2021-05-01T00:00:00) is NaN at every spatial location. The analysis dataset derives accumulated precipitation by deaccumulating between adjacent GFS forecast leads, and there is no prior step before the dataset's start to deaccumulate against. This is expected; no other variable is affected. Visible in nulls_precipitation_surface.png.| Role | Name | ID | Version | URL |
|---|---|---|---|---|
| Validation | NOAA GFS analysis | noaa-gfs-analysis |
v0.1.0 |
s3://us-west-2.opendata.source.coop/dynamical/noaa-gfs-analysis/v0.1.0.zarr |
| Reference | NOAA GEFS analysis | noaa-gefs-analysis |
0.1.2 |
https://data.dynamical.org/noaa/gefs/analysis/latest.zarr |
| Parameter | Value |
|---|---|
| Validation dataset type | analysis |
| Validation time range | time 2021-05-01T00:00 → 2026-05-25T20:00 |
| Reference time range | time 2000-01-01T00:00 → 2026-05-25T18:00 |
| Time scope | full dataset |
| Point 1 | lat=46.5000, lon=-166.5000 |
| Point 2 | lat=-50.5000, lon=171.0000 |
| Spatial comparison time | 2024-03-11T06:00 (reference at 2024-03-11T06:00) |
| Timeseries period | Analysis period: 2024-08-04T01:36 - 2024-08-14T01:36 |
combined_nulls.pngcombined_spatial.pngcombined_temporal.pngFull list: unavailable_timestamps.txt
| Variable | Point | Unavailable count | Total count | Unavailable % | Earliest unavailable | Latest unavailable |
|---|---|---|---|---|---|---|
categorical_freezing_rain_surface |
P1 | 8 | 44421 | 0.02% | 2022-11-29T20:00:00 | 2022-11-30T11:00:00 |
categorical_freezing_rain_surface |
P2 | 8 | 44421 | 0.02% | 2022-11-29T20:00:00 | 2022-11-30T11:00:00 |
categorical_ice_pellets_surface |
P1 | 8 | 44421 | 0.02% | 2022-11-29T20:00:00 | 2022-11-30T11:00:00 |
categorical_ice_pellets_surface |
P2 | 8 | 44421 | 0.02% | 2022-11-29T20:00:00 | 2022-11-30T11:00:00 |
categorical_rain_surface |
P1 | 8 | 44421 | 0.02% | 2022-11-29T20:00:00 | 2022-11-30T11:00:00 |
categorical_rain_surface |
P2 | 8 | 44421 | 0.02% | 2022-11-29T20:00:00 | 2022-11-30T11:00:00 |
categorical_snow_surface |
P1 | 8 | 44421 | 0.02% | 2022-11-29T20:00:00 | 2022-11-30T11:00:00 |
categorical_snow_surface |
P2 | 8 | 44421 | 0.02% | 2022-11-29T20:00:00 | 2022-11-30T11:00:00 |
downward_long_wave_radiation_flux_surface |
P1 | 8 | 44421 | 0.02% | 2022-11-29T20:00:00 | 2022-11-30T11:00:00 |
downward_long_wave_radiation_flux_surface |
P2 | 8 | 44421 | 0.02% | 2022-11-29T20:00:00 | 2022-11-30T11:00:00 |
downward_short_wave_radiation_flux_surface |
P1 | 8 | 44421 | 0.02% | 2022-11-29T20:00:00 | 2022-11-30T11:00:00 |
downward_short_wave_radiation_flux_surface |
P2 | 8 | 44421 | 0.02% | 2022-11-29T20:00:00 | 2022-11-30T11:00:00 |
geopotential_height_cloud_ceiling |
P1 | 8 | 44421 | 0.02% | 2022-11-29T20:00:00 | 2022-11-30T11:00:00 |
geopotential_height_cloud_ceiling |
P2 | 8 | 44421 | 0.02% | 2022-11-29T20:00:00 | 2022-11-30T11:00:00 |
maximum_temperature_2m |
P1 | 8 | 44421 | 0.02% | 2022-11-29T20:00:00 | 2022-11-30T11:00:00 |
maximum_temperature_2m |
P2 | 8 | 44421 | 0.02% | 2022-11-29T20:00:00 | 2022-11-30T11:00:00 |
minimum_temperature_2m |
P1 | 8 | 44421 | 0.02% | 2022-11-29T20:00:00 | 2022-11-30T11:00:00 |
minimum_temperature_2m |
P2 | 8 | 44421 | 0.02% | 2022-11-29T20:00:00 | 2022-11-30T11:00:00 |
percent_frozen_precipitation_surface |
P1 | 8 | 44421 | 0.02% | 2022-11-29T20:00:00 | 2022-11-30T11:00:00 |
percent_frozen_precipitation_surface |
P2 | 8 | 44421 | 0.02% | 2022-11-29T20:00:00 | 2022-11-30T11:00:00 |
precipitable_water_atmosphere |
P1 | 8 | 44421 | 0.02% | 2022-11-29T20:00:00 | 2022-11-30T11:00:00 |
precipitable_water_atmosphere |
P2 | 8 | 44421 | 0.02% | 2022-11-29T20:00:00 | 2022-11-30T11:00:00 |
precipitation_surface |
P1 | 13 | 44421 | 0.03% | 2021-05-01T00:00:00 | 2022-11-30T12:00:00 |
precipitation_surface |
P2 | 13 | 44421 | 0.03% | 2021-05-01T00:00:00 | 2022-11-30T12:00:00 |
pressure_reduced_to_mean_sea_level |
P1 | 8 | 44421 | 0.02% | 2022-11-29T20:00:00 | 2022-11-30T11:00:00 |
pressure_reduced_to_mean_sea_level |
P2 | 8 | 44421 | 0.02% | 2022-11-29T20:00:00 | 2022-11-30T11:00:00 |
pressure_surface |
P1 | 8 | 44421 | 0.02% | 2022-11-29T20:00:00 | 2022-11-30T11:00:00 |
pressure_surface |
P2 | 8 | 44421 | 0.02% | 2022-11-29T20:00:00 | 2022-11-30T11:00:00 |
relative_humidity_2m |
P1 | 8 | 44421 | 0.02% | 2022-11-29T20:00:00 | 2022-11-30T11:00:00 |
relative_humidity_2m |
P2 | 8 | 44421 | 0.02% | 2022-11-29T20:00:00 | 2022-11-30T11:00:00 |
temperature_2m |
P1 | 8 | 44421 | 0.02% | 2022-11-29T20:00:00 | 2022-11-30T11:00:00 |
temperature_2m |
P2 | 8 | 44421 | 0.02% | 2022-11-29T20:00:00 | 2022-11-30T11:00:00 |
total_cloud_cover_atmosphere |
P1 | 8 | 44421 | 0.02% | 2022-11-29T20:00:00 | 2022-11-30T11:00:00 |
total_cloud_cover_atmosphere |
P2 | 8 | 44421 | 0.02% | 2022-11-29T20:00:00 | 2022-11-30T11:00:00 |
wind_u_100m |
P1 | 8 | 44421 | 0.02% | 2022-11-29T20:00:00 | 2022-11-30T11:00:00 |
wind_u_100m |
P2 | 8 | 44421 | 0.02% | 2022-11-29T20:00:00 | 2022-11-30T11:00:00 |
wind_u_10m |
P1 | 8 | 44421 | 0.02% | 2022-11-29T20:00:00 | 2022-11-30T11:00:00 |
wind_u_10m |
P2 | 8 | 44421 | 0.02% | 2022-11-29T20:00:00 | 2022-11-30T11:00:00 |
wind_v_100m |
P1 | 8 | 44421 | 0.02% | 2022-11-29T20:00:00 | 2022-11-30T11:00:00 |
wind_v_100m |
P2 | 8 | 44421 | 0.02% | 2022-11-29T20:00:00 | 2022-11-30T11:00:00 |
wind_v_10m |
P1 | 8 | 44421 | 0.02% | 2022-11-29T20:00:00 | 2022-11-30T11:00:00 |
wind_v_10m |
P2 | 8 | 44421 | 0.02% | 2022-11-29T20:00:00 | 2022-11-30T11:00:00 |
categorical_freezing_rain_surfaceMetadata
| Field | Value |
|---|---|
| units | 1 |
| long_name | Categorical freezing rain |
| short_name | cfrzr |
| standard_name | n/a |
| step_type | avg |
Spatial — snapshot at 2024-03-11T06:00 (reference at 2024-03-11T06:00)
| Source | min | mean | max |
|---|---|---|---|
| Validation | 0 | 0.00102 | 1 |
| Reference | 0 | 0.0007397 | 1 |
Temporal — period Analysis period: 2024-08-04T01:36 - 2024-08-14T01:36
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | 0 | 0 | 0 |
| P1 Reference | 0 | 0 | 0 |
| P2 Validation | 0 | 0 | 0 |
| P2 Reference | 0 | 0 | 0 |
Nulls — P1: 8/44421 (8 unavailable (first: 2022-11-29T20:00:00, 2022-11-29T21:00:00, 2022-11-30T02:00:00 … last: 2022-11-30T09:00:00, 2022-11-30T10:00:00, 2022-11-30T11:00:00)); P2: 8/44421 (8 unavailable (first: 2022-11-29T20:00:00, 2022-11-29T21:00:00, 2022-11-30T02:00:00 … last: 2022-11-30T09:00:00, 2022-11-30T10:00:00, 2022-11-30T11:00:00))
categorical_ice_pellets_surfaceMetadata
| Field | Value |
|---|---|
| units | 1 |
| long_name | Categorical ice pellets |
| short_name | cicep |
| standard_name | n/a |
| step_type | avg |
Spatial — snapshot at 2024-03-11T06:00 (reference at 2024-03-11T06:00)
| Source | min | mean | max |
|---|---|---|---|
| Validation | 0 | 0 | 0 |
| Reference | 0 | 0 | 0 |
Temporal — period Analysis period: 2024-08-04T01:36 - 2024-08-14T01:36
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | 0 | 0 | 0 |
| P1 Reference | 0 | 0 | 0 |
| P2 Validation | 0 | 0 | 0 |
| P2 Reference | 0 | 0 | 0 |
Nulls — P1: 8/44421 (8 unavailable (first: 2022-11-29T20:00:00, 2022-11-29T21:00:00, 2022-11-30T02:00:00 … last: 2022-11-30T09:00:00, 2022-11-30T10:00:00, 2022-11-30T11:00:00)); P2: 8/44421 (8 unavailable (first: 2022-11-29T20:00:00, 2022-11-29T21:00:00, 2022-11-30T02:00:00 … last: 2022-11-30T09:00:00, 2022-11-30T10:00:00, 2022-11-30T11:00:00))
categorical_rain_surfaceMetadata
| Field | Value |
|---|---|
| units | 1 |
| long_name | Categorical rain |
| short_name | crain |
| standard_name | n/a |
| step_type | avg |
Spatial — snapshot at 2024-03-11T06:00 (reference at 2024-03-11T06:00)
| Source | min | mean | max |
|---|---|---|---|
| Validation | 0 | 0.2252 | 1 |
| Reference | 0 | 0.2855 | 1 |
Temporal — period Analysis period: 2024-08-04T01:36 - 2024-08-14T01:36
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | 0 | 0.2458 | 1 |
| P1 Reference | 0 | 0.3375 | 1 |
| P2 Validation | 0 | 0.4667 | 1 |
| P2 Reference | 0 | 0.5625 | 1 |
Nulls — P1: 8/44421 (8 unavailable (first: 2022-11-29T20:00:00, 2022-11-29T21:00:00, 2022-11-30T02:00:00 … last: 2022-11-30T09:00:00, 2022-11-30T10:00:00, 2022-11-30T11:00:00)); P2: 8/44421 (8 unavailable (first: 2022-11-29T20:00:00, 2022-11-29T21:00:00, 2022-11-30T02:00:00 … last: 2022-11-30T09:00:00, 2022-11-30T10:00:00, 2022-11-30T11:00:00))
categorical_snow_surfaceMetadata
| Field | Value |
|---|---|
| units | 1 |
| long_name | Categorical snow |
| short_name | csnow |
| standard_name | n/a |
| step_type | avg |
Spatial — snapshot at 2024-03-11T06:00 (reference at 2024-03-11T06:00)
| Source | min | mean | max |
|---|---|---|---|
| Validation | 0 | 0.1099 | 1 |
| Reference | 0 | 0.1534 | 1 |
Temporal — period Analysis period: 2024-08-04T01:36 - 2024-08-14T01:36
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | 0 | 0 | 0 |
| P1 Reference | 0 | 0 | 0 |
| P2 Validation | 0 | 0.05 | 1 |
| P2 Reference | 0 | 0.0625 | 1 |
Nulls — P1: 8/44421 (8 unavailable (first: 2022-11-29T20:00:00, 2022-11-29T21:00:00, 2022-11-30T02:00:00 … last: 2022-11-30T09:00:00, 2022-11-30T10:00:00, 2022-11-30T11:00:00)); P2: 8/44421 (8 unavailable (first: 2022-11-29T20:00:00, 2022-11-29T21:00:00, 2022-11-30T02:00:00 … last: 2022-11-30T09:00:00, 2022-11-30T10:00:00, 2022-11-30T11:00:00))
downward_long_wave_radiation_flux_surfaceMetadata
| Field | Value |
|---|---|
| units | W m-2 |
| long_name | Surface downward long-wave radiation flux |
| short_name | sdlwrf |
| standard_name | surface_downwelling_longwave_flux_in_air |
| step_type | avg |
Spatial — snapshot at 2024-03-11T06:00 (reference at 2024-03-11T06:00)
| Source | min | mean | max |
|---|---|---|---|
| Validation | 72 | 290.9 | 478 |
| Reference | 73 | 288.5 | 480 |
Temporal — period Analysis period: 2024-08-04T01:36 - 2024-08-14T01:36
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | 280 | 340 | 390 |
| P1 Reference | 280 | 338 | 388 |
| P2 Validation | 248 | 303.5 | 350 |
| P2 Reference | 250 | 296.5 | 348 |
Nulls — P1: 8/44421 (8 unavailable (first: 2022-11-29T20:00:00, 2022-11-29T21:00:00, 2022-11-30T02:00:00 … last: 2022-11-30T09:00:00, 2022-11-30T10:00:00, 2022-11-30T11:00:00)); P2: 8/44421 (8 unavailable (first: 2022-11-29T20:00:00, 2022-11-29T21:00:00, 2022-11-30T02:00:00 … last: 2022-11-30T09:00:00, 2022-11-30T10:00:00, 2022-11-30T11:00:00))
downward_short_wave_radiation_flux_surfaceMetadata
| Field | Value |
|---|---|
| units | W m-2 |
| long_name | Surface downward short-wave radiation flux |
| short_name | sdswrf |
| standard_name | surface_downwelling_shortwave_flux_in_air |
| step_type | avg |
Spatial — snapshot at 2024-03-11T06:00 (reference at 2024-03-11T06:00)
| Source | min | mean | max |
|---|---|---|---|
| Validation | 0 | 153.3 | 956 |
| Reference | 0 | 157.4 | 944 |
Temporal — period Analysis period: 2024-08-04T01:36 - 2024-08-14T01:36
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | 0 | 190.4 | 848 |
| P1 Reference | 0 | 191.3 | 736 |
| P2 Validation | 0 | 44.69 | 380 |
| P2 Reference | 0 | 47.8 | 346 |
Nulls — P1: 8/44421 (8 unavailable (first: 2022-11-29T20:00:00, 2022-11-29T21:00:00, 2022-11-30T02:00:00 … last: 2022-11-30T09:00:00, 2022-11-30T10:00:00, 2022-11-30T11:00:00)); P2: 8/44421 (8 unavailable (first: 2022-11-29T20:00:00, 2022-11-29T21:00:00, 2022-11-30T02:00:00 … last: 2022-11-30T09:00:00, 2022-11-30T10:00:00, 2022-11-30T11:00:00))
geopotential_height_cloud_ceilingMetadata
| Field | Value |
|---|---|
| units | m |
| long_name | Geopotential height |
| short_name | gh |
| standard_name | geopotential_height |
| step_type | instant |
Spatial — snapshot at 2024-03-11T06:00 (reference at 2024-03-11T06:00)
| Source | min | mean | max |
|---|---|---|---|
| Validation | 1.973 | 1.155e+04 | 1.997e+04 |
| Reference | 2.711 | 1.597e+04 | 2.003e+04 |
Temporal — period Analysis period: 2024-08-04T01:36 - 2024-08-14T01:36
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | 10.38 | 6714 | 2.003e+04 |
| P1 Reference | 256 | 1.675e+04 | 2.003e+04 |
| P2 Validation | 131 | 6115 | 2.003e+04 |
| P2 Reference | 333 | 1.308e+04 | 2.003e+04 |
Nulls — P1: 8/44421 (8 unavailable (first: 2022-11-29T20:00:00, 2022-11-29T21:00:00, 2022-11-30T02:00:00 … last: 2022-11-30T09:00:00, 2022-11-30T10:00:00, 2022-11-30T11:00:00)); P2: 8/44421 (8 unavailable (first: 2022-11-29T20:00:00, 2022-11-29T21:00:00, 2022-11-30T02:00:00 … last: 2022-11-30T09:00:00, 2022-11-30T10:00:00, 2022-11-30T11:00:00))
maximum_temperature_2mMetadata
| Field | Value |
|---|---|
| units | degree_Celsius |
| long_name | Maximum temperature |
| short_name | tmax |
| standard_name | air_temperature |
| step_type | max |
Spatial — snapshot at 2024-03-11T06:00 (reference at 2024-03-11T06:00)
| Source | min | mean | max |
|---|---|---|---|
| Validation | -57.75 | 3.909 | 41.75 |
| Reference | -52 | 4.18 | 43.75 |
Temporal — period Analysis period: 2024-08-04T01:36 - 2024-08-14T01:36
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | 11.31 | 12.94 | 15.06 |
| P1 Reference | 11.31 | 13.01 | 15.38 |
| P2 Validation | 5.156 | 7.653 | 9 |
| P2 Reference | 5.125 | 7.709 | 9.062 |
Nulls — P1: 8/44421 (8 unavailable (first: 2022-11-29T20:00:00, 2022-11-29T21:00:00, 2022-11-30T02:00:00 … last: 2022-11-30T09:00:00, 2022-11-30T10:00:00, 2022-11-30T11:00:00)); P2: 8/44421 (8 unavailable (first: 2022-11-29T20:00:00, 2022-11-29T21:00:00, 2022-11-30T02:00:00 … last: 2022-11-30T09:00:00, 2022-11-30T10:00:00, 2022-11-30T11:00:00))
minimum_temperature_2mMetadata
| Field | Value |
|---|---|
| units | degree_Celsius |
| long_name | Minimum temperature |
| short_name | tmin |
| standard_name | air_temperature |
| step_type | min |
Spatial — snapshot at 2024-03-11T06:00 (reference at 2024-03-11T06:00)
| Source | min | mean | max |
|---|---|---|---|
| Validation | -63 | 1.912 | 35.75 |
| Reference | -61 | 2.225 | 35.75 |
Temporal — period Analysis period: 2024-08-04T01:36 - 2024-08-14T01:36
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | 11 | 12.64 | 14.56 |
| P1 Reference | 11.19 | 12.63 | 14.75 |
| P2 Validation | 4.219 | 7.168 | 8.75 |
| P2 Reference | 4.438 | 7.187 | 8.75 |
Nulls — P1: 8/44421 (8 unavailable (first: 2022-11-29T20:00:00, 2022-11-29T21:00:00, 2022-11-30T02:00:00 … last: 2022-11-30T09:00:00, 2022-11-30T10:00:00, 2022-11-30T11:00:00)); P2: 8/44421 (8 unavailable (first: 2022-11-29T20:00:00, 2022-11-29T21:00:00, 2022-11-30T02:00:00 … last: 2022-11-30T09:00:00, 2022-11-30T10:00:00, 2022-11-30T11:00:00))
percent_frozen_precipitation_surfaceMetadata
| Field | Value |
|---|---|
| units | percent |
| long_name | Percent frozen precipitation |
| short_name | cpofp |
| standard_name | n/a |
| step_type | instant |
Spatial — snapshot at 2024-03-11T06:00 (reference at 2024-03-11T06:00)
| Source | min | mean | max |
|---|---|---|---|
| Validation | -50 | -30.37 | 100 |
| Reference | -50 | -24.93 | 100 |
Temporal — period Analysis period: 2024-08-04T01:36 - 2024-08-14T01:36
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | -50 | -38.85 | -6.109e-06 |
| P1 Reference | -50 | -40.14 | -6.109e-06 |
| P2 Validation | -50 | -32.82 | 11.62 |
| P2 Reference | -50 | -28.15 | 100 |
Nulls — P1: 8/44421 (8 unavailable (first: 2022-11-29T20:00:00, 2022-11-29T21:00:00, 2022-11-30T02:00:00 … last: 2022-11-30T09:00:00, 2022-11-30T10:00:00, 2022-11-30T11:00:00)); P2: 8/44421 (8 unavailable (first: 2022-11-29T20:00:00, 2022-11-29T21:00:00, 2022-11-30T02:00:00 … last: 2022-11-30T09:00:00, 2022-11-30T10:00:00, 2022-11-30T11:00:00))
precipitable_water_atmosphereMetadata
| Field | Value |
|---|---|
| units | kg m-2 |
| long_name | Precipitable water |
| short_name | pwat |
| standard_name | atmosphere_mass_content_of_water_vapor |
| step_type | instant |
Spatial — snapshot at 2024-03-11T06:00 (reference at 2024-03-11T06:00)
| Source | min | mean | max |
|---|---|---|---|
| Validation | 0.2012 | 18.27 | 79.5 |
| Reference | 0.2002 | 18.25 | 78 |
Temporal — period Analysis period: 2024-08-04T01:36 - 2024-08-14T01:36
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | 12.12 | 26.03 | 45.75 |
| P1 Reference | 12.19 | 26.19 | 46 |
| P2 Validation | 5.625 | 12.76 | 22.88 |
| P2 Reference | 5.5 | 12.75 | 22.75 |
Nulls — P1: 8/44421 (8 unavailable (first: 2022-11-29T20:00:00, 2022-11-29T21:00:00, 2022-11-30T02:00:00 … last: 2022-11-30T09:00:00, 2022-11-30T10:00:00, 2022-11-30T11:00:00)); P2: 8/44421 (8 unavailable (first: 2022-11-29T20:00:00, 2022-11-29T21:00:00, 2022-11-30T02:00:00 … last: 2022-11-30T09:00:00, 2022-11-30T10:00:00, 2022-11-30T11:00:00))
precipitation_surfaceMetadata
| Field | Value |
|---|---|
| units | kg m-2 s-1 |
| long_name | Precipitation rate |
| short_name | prate |
| standard_name | precipitation_flux |
| step_type | avg |
Spatial — snapshot at 2024-03-11T06:00 (reference at 2024-03-11T06:00)
| Source | min | mean | max |
|---|---|---|---|
| Validation | 0 | 2.753e-05 | 0.01636 |
| Reference | 0 | 2.664e-05 | 0.004486 |
Temporal — period Analysis period: 2024-08-04T01:36 - 2024-08-14T01:36
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | 0 | 8.76e-06 | 0.0002079 |
| P1 Reference | 0 | 8.754e-06 | 0.0002222 |
| P2 Validation | 0 | 2.824e-05 | 0.0005226 |
| P2 Reference | 0 | 2.087e-05 | 0.0004444 |
Nulls — P1: 13/44421 (13 unavailable (first: 2021-05-01T00:00:00, 2022-11-29T20:00:00, 2022-11-29T21:00:00 … last: 2022-11-30T10:00:00, 2022-11-30T11:00:00, 2022-11-30T12:00:00)); P2: 13/44421 (13 unavailable (first: 2021-05-01T00:00:00, 2022-11-29T20:00:00, 2022-11-29T21:00:00 … last: 2022-11-30T10:00:00, 2022-11-30T11:00:00, 2022-11-30T12:00:00))
pressure_reduced_to_mean_sea_levelMetadata
| Field | Value |
|---|---|
| units | Pa |
| long_name | Pressure reduced to MSL |
| short_name | prmsl |
| standard_name | air_pressure_at_mean_sea_level |
| step_type | instant |
Spatial — snapshot at 2024-03-11T06:00 (reference at 2024-03-11T06:00)
| Source | min | mean | max |
|---|---|---|---|
| Validation | 9.542e+04 | 1.011e+05 | 1.053e+05 |
| Reference | 9.574e+04 | 1.011e+05 | 1.048e+05 |
Temporal — period Analysis period: 2024-08-04T01:36 - 2024-08-14T01:36
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | 1.001e+05 | 1.016e+05 | 1.03e+05 |
| P1 Reference | 1e+05 | 1.016e+05 | 1.03e+05 |
| P2 Validation | 9.99e+04 | 1.013e+05 | 1.03e+05 |
| P2 Reference | 9.99e+04 | 1.014e+05 | 1.031e+05 |
Nulls — P1: 8/44421 (8 unavailable (first: 2022-11-29T20:00:00, 2022-11-29T21:00:00, 2022-11-30T02:00:00 … last: 2022-11-30T09:00:00, 2022-11-30T10:00:00, 2022-11-30T11:00:00)); P2: 8/44421 (8 unavailable (first: 2022-11-29T20:00:00, 2022-11-29T21:00:00, 2022-11-30T02:00:00 … last: 2022-11-30T09:00:00, 2022-11-30T10:00:00, 2022-11-30T11:00:00))
pressure_surfaceMetadata
| Field | Value |
|---|---|
| units | Pa |
| long_name | Surface pressure |
| short_name | sp |
| standard_name | surface_air_pressure |
| step_type | instant |
Spatial — snapshot at 2024-03-11T06:00 (reference at 2024-03-11T06:00)
| Source | min | mean | max |
|---|---|---|---|
| Validation | 4.896e+04 | 9.665e+04 | 1.067e+05 |
| Reference | 4.97e+04 | 9.664e+04 | 1.033e+05 |
Temporal — period Analysis period: 2024-08-04T01:36 - 2024-08-14T01:36
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | 1.001e+05 | 1.016e+05 | 1.03e+05 |
| P1 Reference | 1e+05 | 1.017e+05 | 1.03e+05 |
| P2 Validation | 9.99e+04 | 1.013e+05 | 1.03e+05 |
| P2 Reference | 9.99e+04 | 1.014e+05 | 1.031e+05 |
Nulls — P1: 8/44421 (8 unavailable (first: 2022-11-29T20:00:00, 2022-11-29T21:00:00, 2022-11-30T02:00:00 … last: 2022-11-30T09:00:00, 2022-11-30T10:00:00, 2022-11-30T11:00:00)); P2: 8/44421 (8 unavailable (first: 2022-11-29T20:00:00, 2022-11-29T21:00:00, 2022-11-30T02:00:00 … last: 2022-11-30T09:00:00, 2022-11-30T10:00:00, 2022-11-30T11:00:00))
relative_humidity_2mMetadata
| Field | Value |
|---|---|
| units | percent |
| long_name | 2 metre relative humidity |
| short_name | 2r |
| standard_name | relative_humidity |
| step_type | instant |
Spatial — snapshot at 2024-03-11T06:00 (reference at 2024-03-11T06:00)
| Source | min | mean | max |
|---|---|---|---|
| Validation | 1 | 79.32 | 100 |
| Reference | 2.094 | 79.36 | 100 |
Temporal — period Analysis period: 2024-08-04T01:36 - 2024-08-14T01:36
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | 69 | 85.92 | 100 |
| P1 Reference | 71.5 | 86.22 | 99.5 |
| P2 Validation | 61 | 83.16 | 95 |
| P2 Reference | 61.25 | 82.94 | 94.5 |
Nulls — P1: 8/44421 (8 unavailable (first: 2022-11-29T20:00:00, 2022-11-29T21:00:00, 2022-11-30T02:00:00 … last: 2022-11-30T09:00:00, 2022-11-30T10:00:00, 2022-11-30T11:00:00)); P2: 8/44421 (8 unavailable (first: 2022-11-29T20:00:00, 2022-11-29T21:00:00, 2022-11-30T02:00:00 … last: 2022-11-30T09:00:00, 2022-11-30T10:00:00, 2022-11-30T11:00:00))
temperature_2mMetadata
| Field | Value |
|---|---|
| units | degree_Celsius |
| long_name | 2 metre temperature |
| short_name | 2t |
| standard_name | air_temperature |
| step_type | instant |
Spatial — snapshot at 2024-03-11T06:00 (reference at 2024-03-11T06:00)
| Source | min | mean | max |
|---|---|---|---|
| Validation | -57.75 | 3.156 | 41.5 |
| Reference | -56.75 | 3.276 | 42.75 |
Temporal — period Analysis period: 2024-08-04T01:36 - 2024-08-14T01:36
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | 11.06 | 12.81 | 15 |
| P1 Reference | 11.19 | 12.84 | 15.06 |
| P2 Validation | 4.5 | 7.436 | 9.062 |
| P2 Reference | 4.812 | 7.462 | 8.875 |
Nulls — P1: 8/44421 (8 unavailable (first: 2022-11-29T20:00:00, 2022-11-29T21:00:00, 2022-11-30T02:00:00 … last: 2022-11-30T09:00:00, 2022-11-30T10:00:00, 2022-11-30T11:00:00)); P2: 8/44421 (8 unavailable (first: 2022-11-29T20:00:00, 2022-11-29T21:00:00, 2022-11-30T02:00:00 … last: 2022-11-30T09:00:00, 2022-11-30T10:00:00, 2022-11-30T11:00:00))
total_cloud_cover_atmosphereMetadata
| Field | Value |
|---|---|
| units | percent |
| long_name | Total cloud cover |
| short_name | tcc |
| standard_name | cloud_area_fraction |
| step_type | avg |
Spatial — snapshot at 2024-03-11T06:00 (reference at 2024-03-11T06:00)
| Source | min | mean | max |
|---|---|---|---|
| Validation | 0 | 70.72 | 100 |
| Reference | 0 | 61.89 | 100 |
Temporal — period Analysis period: 2024-08-04T01:36 - 2024-08-14T01:36
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | 0 | 82.13 | 100 |
| P1 Reference | 0 | 80.31 | 100 |
| P2 Validation | 5.906 | 87.73 | 100 |
| P2 Reference | 0 | 77.66 | 100 |
Nulls — P1: 8/44421 (8 unavailable (first: 2022-11-29T20:00:00, 2022-11-29T21:00:00, 2022-11-30T02:00:00 … last: 2022-11-30T09:00:00, 2022-11-30T10:00:00, 2022-11-30T11:00:00)); P2: 8/44421 (8 unavailable (first: 2022-11-29T20:00:00, 2022-11-29T21:00:00, 2022-11-30T02:00:00 … last: 2022-11-30T09:00:00, 2022-11-30T10:00:00, 2022-11-30T11:00:00))
wind_u_100mMetadata
| Field | Value |
|---|---|
| units | m s-1 |
| long_name | 100 metre U wind component |
| short_name | 100u |
| standard_name | eastward_wind |
| step_type | instant |
Spatial — snapshot at 2024-03-11T06:00 (reference at 2024-03-11T06:00)
| Source | min | mean | max |
|---|---|---|---|
| Validation | -28 | 0.01744 | 28.75 |
| Reference | -25.5 | 0.02691 | 29.25 |
Temporal — period Analysis period: 2024-08-04T01:36 - 2024-08-14T01:36
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | -4.438 | 2.616 | 11.25 |
| P1 Reference | -4.312 | 2.582 | 11.25 |
| P2 Validation | -8.375 | 8.297 | 21 |
| P2 Reference | -8.25 | 8.468 | 20.25 |
Nulls — P1: 8/44421 (8 unavailable (first: 2022-11-29T20:00:00, 2022-11-29T21:00:00, 2022-11-30T02:00:00 … last: 2022-11-30T09:00:00, 2022-11-30T10:00:00, 2022-11-30T11:00:00)); P2: 8/44421 (8 unavailable (first: 2022-11-29T20:00:00, 2022-11-29T21:00:00, 2022-11-30T02:00:00 … last: 2022-11-30T09:00:00, 2022-11-30T10:00:00, 2022-11-30T11:00:00))
wind_u_10mMetadata
| Field | Value |
|---|---|
| units | m s-1 |
| long_name | 10 metre U wind component |
| short_name | 10u |
| standard_name | eastward_wind |
| step_type | instant |
Spatial — snapshot at 2024-03-11T06:00 (reference at 2024-03-11T06:00)
| Source | min | mean | max |
|---|---|---|---|
| Validation | -22 | -0.01772 | 23.75 |
| Reference | -20.5 | -0.01961 | 24.25 |
Temporal — period Analysis period: 2024-08-04T01:36 - 2024-08-14T01:36
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | -4.125 | 1.91 | 8.625 |
| P1 Reference | -4 | 1.961 | 8.375 |
| P2 Validation | -7.375 | 6.437 | 16.25 |
| P2 Reference | -7.5 | 6.542 | 15.5 |
Nulls — P1: 8/44421 (8 unavailable (first: 2022-11-29T20:00:00, 2022-11-29T21:00:00, 2022-11-30T02:00:00 … last: 2022-11-30T09:00:00, 2022-11-30T10:00:00, 2022-11-30T11:00:00)); P2: 8/44421 (8 unavailable (first: 2022-11-29T20:00:00, 2022-11-29T21:00:00, 2022-11-30T02:00:00 … last: 2022-11-30T09:00:00, 2022-11-30T10:00:00, 2022-11-30T11:00:00))
wind_v_100mMetadata
| Field | Value |
|---|---|
| units | m s-1 |
| long_name | 100 metre V wind component |
| short_name | 100v |
| standard_name | northward_wind |
| step_type | instant |
Spatial — snapshot at 2024-03-11T06:00 (reference at 2024-03-11T06:00)
| Source | min | mean | max |
|---|---|---|---|
| Validation | -26 | -0.1929 | 36 |
| Reference | -26.25 | -0.1791 | 36 |
Temporal — period Analysis period: 2024-08-04T01:36 - 2024-08-14T01:36
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | -5.875 | 0.513 | 13.75 |
| P1 Reference | -6.312 | 0.3996 | 12.38 |
| P2 Validation | -19.25 | -5.314 | 17 |
| P2 Reference | -18.75 | -5.285 | 15.62 |
Nulls — P1: 8/44421 (8 unavailable (first: 2022-11-29T20:00:00, 2022-11-29T21:00:00, 2022-11-30T02:00:00 … last: 2022-11-30T09:00:00, 2022-11-30T10:00:00, 2022-11-30T11:00:00)); P2: 8/44421 (8 unavailable (first: 2022-11-29T20:00:00, 2022-11-29T21:00:00, 2022-11-30T02:00:00 … last: 2022-11-30T09:00:00, 2022-11-30T10:00:00, 2022-11-30T11:00:00))
wind_v_10mMetadata
| Field | Value |
|---|---|
| units | m s-1 |
| long_name | 10 metre V wind component |
| short_name | 10v |
| standard_name | northward_wind |
| step_type | instant |
Spatial — snapshot at 2024-03-11T06:00 (reference at 2024-03-11T06:00)
| Source | min | mean | max |
|---|---|---|---|
| Validation | -20.75 | -0.1588 | 28.5 |
| Reference | -21.5 | -0.1407 | 28.75 |
Temporal — period Analysis period: 2024-08-04T01:36 - 2024-08-14T01:36
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | -5.375 | 0.3141 | 11 |
| P1 Reference | -5.188 | 0.2208 | 10 |
| P2 Validation | -15.25 | -4.349 | 14.25 |
| P2 Reference | -15.12 | -4.389 | 13.5 |
Nulls — P1: 8/44421 (8 unavailable (first: 2022-11-29T20:00:00, 2022-11-29T21:00:00, 2022-11-30T02:00:00 … last: 2022-11-30T09:00:00, 2022-11-30T10:00:00, 2022-11-30T11:00:00)); P2: 8/44421 (8 unavailable (first: 2022-11-29T20:00:00, 2022-11-29T21:00:00, 2022-11-30T02:00:00 … last: 2022-11-30T09:00:00, 2022-11-30T10:00:00, 2022-11-30T11:00:00))