ECMWF IFS ENS forecast, 6 day, 0.1 degree, virtual validation report
This dataset validation report plots a sample of values from the ECMWF IFS ENS forecast, 6 day, 0.1 degree, virtual 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: 2026-11-11T04:37:40 UTC
Summary
This dataset has been reviewed and is ready for use.
What looks good
- All expected source files and variable references are present. Completeness was checked for every expected file and each variable at every initialization; decoding sampled forecast leads, members and pressure levels.
- Maps, units and temporal patterns are coherent. The control member and a separate perturbed member were reviewed, with comparisons to NOAA GEFS analysis where equivalent fields are available.
- Accumulations and documented missing states behave as declared.
- Values match the source. Native-grid comparisons against independently decoded source GRIB files agree.
Datasets
| Role | Name | ID | Version | URL |
|---|---|---|---|---|
| Validation | ECMWF IFS ENS forecast, 6 day, 0.1 degree, virtual | ecmwf-ifs-ens-forecast-6-day-0-1-degree-virtual |
v0.1.0 |
s3://dynamical-ecmwf-ifs-ens/ecmwf-ifs-ens-forecast-6-day-0-1-degree-virtual/v0.1.0.icechunk |
| Reference | NOAA GEFS analysis | noaa-gefs-analysis |
0.1.2 |
s3://dynamical-noaa-gefs/noaa-gefs-analysis/v0.1.2.icechunk/ |
Run parameters
| Parameter | Value |
|---|---|
| Validation dataset type | forecast |
| Validation time range | init_time 2026-10-21T00:00 → 2026-11-09T18:00 |
| Reference time range | time 2000-01-01T00:00 → 2026-11-11T03:00 |
| Point 1 | lat=40.0000, lon=-105.0000 |
| Point 2 | lat=30.0000, lon=-40.0000 |
| Ensemble member | 0 |
| Spatial comparison time | init=2026-11-08T00:00, lead=24h (reference at 2026-11-09T00:00) |
| Timeseries period | init=2026-11-08T00:00 |
| Vertical level | override 500 |
| Store type | virtual — availability manifest-probed; value series sampled |
| Validation snapshot | WKB2Q9WVYYVFXV2Z4Q8G |
| Static-field sampling | Surface geopotential height, orography standard deviation and orography slope use lead 0 for spatial and full-period point plots; they are present only for control member 0. |
| Additional member check | All variables inspected at member 25, initialization 2026-11-02T00:00, lead 24 hours. |
Availability
The plot below shows the availability of each variable over time — light red marks unavailable data, dark green marks present data.
Every variable is complete at every scanned position.
Decode health
12,040 sampled variable/source checks passed across 20 of 80 initialization regions, 5 forecast leads, sampled ensemble members and up to 2 present pressure levels per group variable. A check may read more than one member or level chunk; this is sampled decode health rather than an exhaustive decode of every archived value.
Per-variable details
categorical_precipitation_type_surface
Metadata
| Field | Value |
|---|---|
| units | 1 |
| long_name | Precipitation type |
| short_name | ptype |
| standard_name | n/a |
| step_type | instant |
| flag_values | 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 255 |
| flag_meanings | no_precipitation rain thunderstorm freezing_rain mixed_ice snow wet_snow mixture_of_rain_and_snow ice_pellets graupel hail drizzle freezing_drizzle hail_less_than_5mm hail_greater_than_or_equal_to_5mm missing |
Point time series — 2026-10-21T00:00 - 2026-11-09T18:00, sampled lead=3h, member=0
| Point | min | mean | max |
|---|---|---|---|
| P1 | 0 | 0.1625 | 1 |
| P2 | 0 | 0.525 | 1 |
Spatial — init=2026-11-08T00:00, lead=24h (reference not available)
| Source | min | mean | max |
|---|---|---|---|
| Validation | 0 | 1.932 | 12 |
Temporal — init=2026-11-08T00:00
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | 0 | 0 | 0 |
| P2 Validation | 0 | 0.5918 | 1 |
Availability — 80 of 80 positions complete
convective_precipitation_run_total_surface
Metadata
| Field | Value |
|---|---|
| units | kg m-2 |
| long_name | Convective precipitation |
| short_name | cp |
| standard_name | convective_precipitation_amount |
| step_type | accum |
| comment | Accumulated since forecast initialization. |
Point time series — 2026-10-21T00:00 - 2026-11-09T18:00, sampled lead=3h, member=0
| Point | min | mean | max |
|---|---|---|---|
| P1 | 0 | 0.01545 | 0.5798 |
| P2 | 0 | 0.3244 | 9.216 |
Spatial — init=2026-11-08T00:00, lead=24h (reference not available)
| Source | min | mean | max |
|---|---|---|---|
| Validation | 0 | 1.096 | 215.5 |
Temporal — init=2026-11-08T00:00
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | 0 | 0 | 0 |
| P2 Validation | 0 | 18.17 | 27.22 |
Availability — 80 of 80 positions complete
dew_point_temperature_2m
Metadata
| Field | Value |
|---|---|
| units | degree_Celsius |
| long_name | 2 metre dewpoint temperature |
| short_name | 2d |
| standard_name | dew_point_temperature |
| step_type | instant |
Point time series — 2026-10-21T00:00 - 2026-11-09T18:00, sampled lead=3h, member=0
| Point | min | mean | max |
|---|---|---|---|
| P1 | -5.651 | 2.445 | 10.22 |
| P2 | 13.41 | 18.88 | 23.85 |
Spatial — init=2026-11-08T00:00, lead=24h (reference not available)
| Source | min | mean | max |
|---|---|---|---|
| Validation | -58.3 | 1.187 | 27.7 |
Temporal — init=2026-11-08T00:00
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | -8.79 | -2.664 | -0.139 |
| P2 Validation | 14.36 | 18.68 | 23.79 |
Availability — 80 of 80 positions complete
downward_long_wave_radiation_run_total_surface
Metadata
| Field | Value |
|---|---|
| units | W s m-2 |
| long_name | Surface long-wave (thermal) radiation downwards |
| short_name | strd |
| standard_name | integral_wrt_time_of_surface_downwelling_longwave_flux_in_air |
| step_type | accum |
| comment | Accumulated since forecast initialization. |
Point time series — 2026-10-21T00:00 - 2026-11-09T18:00, sampled lead=3h, member=0
| Point | min | mean | max |
|---|---|---|---|
| P1 | 2.574e+06 | 3.148e+06 | 3.903e+06 |
| P2 | 3.682e+06 | 4.198e+06 | 4.687e+06 |
Spatial — init=2026-11-08T00:00, lead=24h (reference not available)
| Source | min | mean | max |
|---|---|---|---|
| Validation | 5.469e+06 | 2.623e+07 | 3.85e+07 |
Temporal — init=2026-11-08T00:00
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | 0 | 6.738e+07 | 1.345e+08 |
| P2 Validation | 0 | 1.026e+08 | 2.024e+08 |
Availability — 80 of 80 positions complete
downward_short_wave_radiation_run_total_surface
Metadata
| Field | Value |
|---|---|
| units | W s m-2 |
| long_name | Surface short-wave (solar) radiation downwards |
| short_name | ssrd |
| standard_name | integral_wrt_time_of_surface_downwelling_shortwave_flux_in_air |
| step_type | accum |
| comment | Accumulated since forecast initialization. |
Point time series — 2026-10-21T00:00 - 2026-11-09T18:00, sampled lead=3h, member=0
| Point | min | mean | max |
|---|---|---|---|
| P1 | 0 | 1.441e+06 | 6.636e+06 |
| P2 | 0 | 1.736e+06 | 7.52e+06 |
Spatial — init=2026-11-08T00:00, lead=24h (reference not available)
| Source | min | mean | max |
|---|---|---|---|
| Validation | 0 | 1.534e+07 | 3.65e+07 |
Temporal — init=2026-11-08T00:00
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | 0 | 3.423e+07 | 7.471e+07 |
| P2 Validation | 0 | 2.455e+07 | 6.134e+07 |
Availability — 80 of 80 positions complete
eastward_turbulent_surface_stress_run_total_surface
Metadata
| Field | Value |
|---|---|
| units | Pa s |
| long_name | Time-integrated eastward turbulent surface stress |
| short_name | ewss |
| standard_name | integral_wrt_time_of_surface_downward_eastward_stress |
| step_type | accum |
| comment | Accumulated since forecast initialization. |
Point time series — 2026-10-21T00:00 - 2026-11-09T18:00, sampled lead=3h, member=0
| Point | min | mean | max |
|---|---|---|---|
| P1 | -2439 | -236.9 | 870.9 |
| P2 | -2114 | -365.7 | 3495 |
Spatial — init=2026-11-08T00:00, lead=24h (reference not available)
| Source | min | mean | max |
|---|---|---|---|
| Validation | -5.34e+05 | 1906 | 1.851e+06 |
Temporal — init=2026-11-08T00:00
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | -7805 | -1828 | 723.5 |
| P2 Validation | -1.16e+04 | -6131 | 27.44 |
Availability — 80 of 80 positions complete
geopotential_height_surface
Metadata
| Field | Value |
|---|---|
| units | m |
| long_name | Geopotential height |
| short_name | gh |
| standard_name | geopotential_height |
| step_type | instant |
| comment | Surface (orography) geopotential height. Available for control member 0 only; members 1-50 are NaN. Time-invariant field published at lead time 0 only. |
Point time series — 2026-10-21T00:00 - 2026-11-09T18:00, sampled lead=0h, member=0
| Point | min | mean | max |
|---|---|---|---|
| P1 | 1567 | 1567 | 1567 |
| P2 | 0.05514 | 0.05514 | 0.05514 |
Spatial — init=2026-11-08T00:00, lead=0h (reference not available)
| Source | min | mean | max |
|---|---|---|---|
| Validation | -354.4 | 378.9 | 6312 |
Temporal — init=2026-11-08T00:00
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | 1567 | 1567 | 1567 |
| P2 Validation | 0.05514 | 0.05514 | 0.05514 |
Availability — 80 of 80 positions complete
high_cloud_cover
Metadata
| Field | Value |
|---|---|
| units | percent |
| long_name | High cloud cover |
| short_name | hcc |
| standard_name | cloud_area_fraction_in_atmosphere_layer |
| step_type | instant |
Point time series — 2026-10-21T00:00 - 2026-11-09T18:00, sampled lead=3h, member=0
| Point | min | mean | max |
|---|---|---|---|
| P1 | 0 | 41.31 | 100 |
| P2 | 0 | 44.53 | 100 |
Spatial — init=2026-11-08T00:00, lead=24h (reference not available)
| Source | min | mean | max |
|---|---|---|---|
| Validation | 0 | 34.28 | 100 |
Temporal — init=2026-11-08T00:00
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | 0 | 14.19 | 84.38 |
| P2 Validation | 0 | 50.67 | 100 |
Availability — 80 of 80 positions complete
land_sea_mask_surface
Metadata
| Field | Value |
|---|---|
| units | 1 |
| long_name | Land-sea mask |
| short_name | lsm |
| standard_name | land_area_fraction |
| step_type | instant |
| comment | Fraction (0-1) of the grid box that is land. |
Point time series — 2026-10-21T00:00 - 2026-11-09T18:00, sampled lead=3h, member=0
| Point | min | mean | max |
|---|---|---|---|
| P1 | 0.9922 | 0.9922 | 0.9922 |
| P2 | 0 | 0 | 0 |
Spatial — init=2026-11-08T00:00, lead=24h (reference not available)
| Source | min | mean | max |
|---|---|---|---|
| Validation | 0 | 0.3343 | 1 |
Temporal — init=2026-11-08T00:00
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | 0.9922 | 0.9922 | 0.9922 |
| P2 Validation | 0 | 0 | 0 |
Availability — 80 of 80 positions complete
low_cloud_cover
Metadata
| Field | Value |
|---|---|
| units | percent |
| long_name | Low cloud cover |
| short_name | lcc |
| standard_name | cloud_area_fraction_in_atmosphere_layer |
| step_type | instant |
Point time series — 2026-10-21T00:00 - 2026-11-09T18:00, sampled lead=3h, member=0
| Point | min | mean | max |
|---|---|---|---|
| P1 | 0 | 15.43 | 100 |
| P2 | 0 | 25.53 | 100 |
Spatial — init=2026-11-08T00:00, lead=24h (reference not available)
| Source | min | mean | max |
|---|---|---|---|
| Validation | 0 | 44.33 | 100 |
Temporal — init=2026-11-08T00:00
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | 0 | 0 | 0 |
| P2 Validation | 0 | 33.8 | 100 |
Availability — 80 of 80 positions complete
maximum_temperature_2m
Metadata
| Field | Value |
|---|---|
| units | degree_Celsius |
| long_name | Maximum temperature |
| short_name | tmax |
| standard_name | air_temperature |
| step_type | max |
| comment | Maximum since the preceding forecast step. Not available at lead time 0. |
Point time series — 2026-10-21T00:00 - 2026-11-09T18:00, sampled lead=3h, member=0
| Point | min | mean | max |
|---|---|---|---|
| P1 | 3.253 | 11.27 | 26.08 |
| P2 | 21.81 | 24.7 | 26.56 |
Spatial — init=2026-11-08T00:00, lead=24h (reference at 2026-11-09T00:00)
| Source | min | mean | max |
|---|---|---|---|
| Validation | -54.35 | 5.832 | 37.65 |
| Reference | -54 | 6.323 | 43.5 |
Temporal — init=2026-11-08T00:00
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | 2.204 | 11.31 | 21.43 |
| P1 Reference | 7.5 | 13.62 | 20 |
| P2 Validation | 22.18 | 23.82 | 25.82 |
| P2 Reference | 22 | 23.89 | 26.38 |
Availability — 80 of 80 positions complete
medium_cloud_cover
Metadata
| Field | Value |
|---|---|
| units | percent |
| long_name | Medium cloud cover |
| short_name | mcc |
| standard_name | cloud_area_fraction_in_atmosphere_layer |
| step_type | instant |
Point time series — 2026-10-21T00:00 - 2026-11-09T18:00, sampled lead=3h, member=0
| Point | min | mean | max |
|---|---|---|---|
| P1 | 0 | 23.75 | 100 |
| P2 | 0 | 17.32 | 100 |
Spatial — init=2026-11-08T00:00, lead=24h (reference not available)
| Source | min | mean | max |
|---|---|---|---|
| Validation | 0 | 28.55 | 100 |
Temporal — init=2026-11-08T00:00
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | 0 | 0.2232 | 10.94 |
| P2 Validation | 0 | 23.5 | 100 |
Availability — 80 of 80 positions complete
minimum_temperature_2m
Metadata
| Field | Value |
|---|---|
| units | degree_Celsius |
| long_name | Minimum temperature |
| short_name | tmin |
| standard_name | air_temperature |
| step_type | min |
| comment | Minimum since the preceding forecast step. Not available at lead time 0. |
Point time series — 2026-10-21T00:00 - 2026-11-09T18:00, sampled lead=3h, member=0
| Point | min | mean | max |
|---|---|---|---|
| P1 | 0.04409 | 8.768 | 23.65 |
| P2 | 21.59 | 24.25 | 26.15 |
Spatial — init=2026-11-08T00:00, lead=24h (reference at 2026-11-09T00:00)
| Source | min | mean | max |
|---|---|---|---|
| Validation | -54.8 | 4.972 | 35.45 |
| Reference | -55.75 | 4.717 | 35.75 |
Temporal — init=2026-11-08T00:00
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | 1.007 | 7.172 | 16.32 |
| P1 Reference | 5.188 | 9.413 | 17.62 |
| P2 Validation | 22.13 | 23.42 | 25.21 |
| P2 Reference | 21.75 | 23.08 | 25.5 |
Availability — 80 of 80 positions complete
most_unstable_convective_available_potential_energy_surface
Metadata
| Field | Value |
|---|---|
| units | J kg-1 |
| long_name | Most-unstable CAPE |
| short_name | mucape |
| standard_name | atmosphere_convective_available_potential_energy |
| step_type | instant |
Point time series — 2026-10-21T00:00 - 2026-11-09T18:00, sampled lead=3h, member=0
| Point | min | mean | max |
|---|---|---|---|
| P1 | 0 | 2.8 | 104 |
| P2 | 0 | 246.3 | 1512 |
Spatial — init=2026-11-08T00:00, lead=24h (reference not available)
| Source | min | mean | max |
|---|---|---|---|
| Validation | 0 | 301.2 | 6016 |
Temporal — init=2026-11-08T00:00
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | 0 | 0 | 0 |
| P2 Validation | 0 | 341.1 | 1664 |
Availability — 80 of 80 positions complete
net_long_wave_radiation_run_total_atmosphere_top
Metadata
| Field | Value |
|---|---|
| units | W s m-2 |
| long_name | Top net long-wave (thermal) radiation |
| short_name | ttr |
| standard_name | n/a |
| step_type | accum |
| comment | Positive downwards, the negative of outgoing long-wave radiation. Accumulated since forecast initialization. |
Point time series — 2026-10-21T00:00 - 2026-11-09T18:00, sampled lead=3h, member=0
| Point | min | mean | max |
|---|---|---|---|
| P1 | -3.248e+06 | -2.464e+06 | -1.553e+06 |
| P2 | -3.199e+06 | -2.675e+06 | -1.342e+06 |
Spatial — init=2026-11-08T00:00, lead=24h (reference not available)
| Source | min | mean | max |
|---|---|---|---|
| Validation | -2.727e+07 | -1.934e+07 | -9.416e+06 |
Temporal — init=2026-11-08T00:00
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | -1.3e+08 | -6.458e+07 | 0 |
| P2 Validation | -1.223e+08 | -5.697e+07 | 0 |
Availability — 80 of 80 positions complete
net_long_wave_radiation_run_total_surface
Metadata
| Field | Value |
|---|---|
| units | W s m-2 |
| long_name | Surface net long-wave (thermal) radiation |
| short_name | str |
| standard_name | integral_wrt_time_of_surface_net_downward_longwave_flux |
| step_type | accum |
| comment | Accumulated since forecast initialization. |
Point time series — 2026-10-21T00:00 - 2026-11-09T18:00, sampled lead=3h, member=0
| Point | min | mean | max |
|---|---|---|---|
| P1 | -1.722e+06 | -7.633e+05 | -1.197e+05 |
| P2 | -1.126e+06 | -6.763e+05 | -1.779e+05 |
Spatial — init=2026-11-08T00:00, lead=24h (reference not available)
| Source | min | mean | max |
|---|---|---|---|
| Validation | -1.654e+07 | -4.363e+06 | 1.613e+06 |
Temporal — init=2026-11-08T00:00
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | -4.818e+07 | -2.331e+07 | 0 |
| P2 Validation | -2.865e+07 | -1.305e+07 | 0 |
Availability — 80 of 80 positions complete
net_short_wave_radiation_run_total_surface
Metadata
| Field | Value |
|---|---|
| units | W s m-2 |
| long_name | Surface net short-wave (solar) radiation |
| short_name | ssr |
| standard_name | integral_wrt_time_of_surface_net_downward_shortwave_flux |
| step_type | accum |
| comment | Accumulated since forecast initialization. |
Point time series — 2026-10-21T00:00 - 2026-11-09T18:00, sampled lead=3h, member=0
| Point | min | mean | max |
|---|---|---|---|
| P1 | 0.1287 | 1.195e+06 | 5.505e+06 |
| P2 | 0.1287 | 1.642e+06 | 7.16e+06 |
Spatial — init=2026-11-08T00:00, lead=24h (reference not available)
| Source | min | mean | max |
|---|---|---|---|
| Validation | 1.03 | 1.134e+07 | 3.028e+07 |
Temporal — init=2026-11-08T00:00
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | 0 | 2.823e+07 | 6.16e+07 |
| P2 Validation | 0 | 2.305e+07 | 5.767e+07 |
Availability — 80 of 80 positions complete
northward_turbulent_surface_stress_run_total_surface
Metadata
| Field | Value |
|---|---|
| units | Pa s |
| long_name | Time-integrated northward turbulent surface stress |
| short_name | nsss |
| standard_name | integral_wrt_time_of_surface_downward_northward_stress |
| step_type | accum |
| comment | Accumulated since forecast initialization. |
Point time series — 2026-10-21T00:00 - 2026-11-09T18:00, sampled lead=3h, member=0
| Point | min | mean | max |
|---|---|---|---|
| P1 | -8781 | -105.5 | 5206 |
| P2 | -2335 | -112.7 | 5099 |
Spatial — init=2026-11-08T00:00, lead=24h (reference not available)
| Source | min | mean | max |
|---|---|---|---|
| Validation | -8.422e+05 | 414.6 | 5.761e+05 |
Temporal — init=2026-11-08T00:00
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | -254.9 | 2132 | 5614 |
| P2 Validation | -369.1 | 3162 | 1.132e+04 |
Availability — 80 of 80 positions complete
precipitable_water_atmosphere
Metadata
| Field | Value |
|---|---|
| units | kg m-2 |
| long_name | Precipitable water |
| short_name | pwat |
| standard_name | atmosphere_mass_content_of_water_vapor |
| step_type | instant |
Point time series — 2026-10-21T00:00 - 2026-11-09T18:00, sampled lead=3h, member=0
| Point | min | mean | max |
|---|---|---|---|
| P1 | 5.317 | 12.16 | 22.42 |
| P2 | 17.87 | 34.02 | 60.35 |
Spatial — init=2026-11-08T00:00, lead=24h (reference at 2026-11-09T00:00)
| Source | min | mean | max |
|---|---|---|---|
| Validation | 0.09514 | 19.1 | 74.6 |
| Reference | 0.1001 | 18.66 | 75.5 |
Temporal — init=2026-11-08T00:00
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | 3.865 | 7.187 | 11.61 |
| P1 Reference | 4.5 | 6.637 | 10.62 |
| P2 Validation | 20.84 | 34.51 | 64.84 |
| P2 Reference | 19.62 | 37.63 | 65 |
Availability — 80 of 80 positions complete
precipitation_rate_surface
Metadata
| Field | Value |
|---|---|
| units | kg m-2 s-1 |
| long_name | Precipitation rate |
| short_name | prate |
| standard_name | precipitation_flux |
| step_type | instant |
Point time series — 2026-10-21T00:00 - 2026-11-09T18:00, sampled lead=3h, member=0
| Point | min | mean | max |
|---|---|---|---|
| P1 | 0 | 3.052e-06 | 0.0001068 |
| P2 | 0 | 3.338e-05 | 0.0007858 |
Spatial — init=2026-11-08T00:00, lead=24h (reference not available)
| Source | min | mean | max |
|---|---|---|---|
| Validation | 0 | 2.717e-05 | 0.01513 |
Temporal — init=2026-11-08T00:00
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | 0 | 0 | 0 |
| P2 Validation | 0 | 0.0001116 | 0.002258 |
Availability — 80 of 80 positions complete
pressure_level/divergence [pressure_level=500]
Metadata
| Field | Value |
|---|---|
| units | s-1 |
| long_name | Divergence |
| short_name | d |
| standard_name | divergence_of_wind |
| step_type | instant |
| sampled level | pressure_level=500 |
Point time series — 2026-10-21T00:00 - 2026-11-09T18:00, sampled lead=3h, member=0, pressure_level=500
| Point | min | mean | max |
|---|---|---|---|
| P1 | -0.0001955 | -1.078e-05 | 0.000229 |
| P2 | -0.0003401 | 2.033e-06 | 0.0003712 |
Spatial — init=2026-11-08T00:00, lead=24h (reference not available)
| Source | min | mean | max |
|---|---|---|---|
| Validation | -0.0007828 | 4.584e-09 | 0.001114 |
Temporal — init=2026-11-08T00:00
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | -9.558e-05 | 3.671e-06 | 0.0001347 |
| P2 Validation | -0.0001292 | 3.778e-06 | 0.0001772 |
Availability — 80 of 80 positions complete
pressure_level/geopotential [pressure_level=500]
Metadata
| Field | Value |
|---|---|
| units | m2 s-2 |
| long_name | Geopotential |
| short_name | z |
| standard_name | geopotential |
| step_type | instant |
| sampled level | pressure_level=500 |
| comment | Available for control member 0 only; members 1-50 are NaN. |
Point time series — 2026-10-21T00:00 - 2026-11-09T18:00, sampled lead=3h, member=0, pressure_level=500
| Point | min | mean | max |
|---|---|---|---|
| P1 | 5.52e+04 | 5.647e+04 | 5.747e+04 |
| P2 | 5.627e+04 | 5.748e+04 | 5.824e+04 |
Spatial — init=2026-11-08T00:00, lead=24h (reference not available)
| Source | min | mean | max |
|---|---|---|---|
| Validation | 4.654e+04 | 5.398e+04 | 5.83e+04 |
Temporal — init=2026-11-08T00:00
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | 5.662e+04 | 5.687e+04 | 5.72e+04 |
| P2 Validation | 5.679e+04 | 5.715e+04 | 5.748e+04 |
Availability — 80 of 80 positions complete
pressure_level/geopotential_height [pressure_level=500]
Metadata
| Field | Value |
|---|---|
| units | m |
| long_name | Geopotential height |
| short_name | gh |
| standard_name | geopotential_height |
| step_type | instant |
| sampled level | pressure_level=500 |
Point time series — 2026-10-21T00:00 - 2026-11-09T18:00, sampled lead=3h, member=0, pressure_level=500
| Point | min | mean | max |
|---|---|---|---|
| P1 | 5628 | 5758 | 5861 |
| P2 | 5739 | 5861 | 5939 |
Spatial — init=2026-11-08T00:00, lead=24h (reference not available)
| Source | min | mean | max |
|---|---|---|---|
| Validation | 4746 | 5505 | 5945 |
Temporal — init=2026-11-08T00:00
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | 5773 | 5799 | 5833 |
| P2 Validation | 5791 | 5828 | 5862 |
Availability — 80 of 80 positions complete
pressure_level/relative_humidity [pressure_level=500]
Metadata
| Field | Value |
|---|---|
| units | percent |
| long_name | Relative humidity |
| short_name | r |
| standard_name | relative_humidity |
| step_type | instant |
| sampled level | pressure_level=500 |
Point time series — 2026-10-21T00:00 - 2026-11-09T18:00, sampled lead=3h, member=0, pressure_level=500
| Point | min | mean | max |
|---|---|---|---|
| P1 | 2.658 | 45.43 | 99.51 |
| P2 | 2.299 | 37.35 | 99.04 |
Spatial — init=2026-11-08T00:00, lead=24h (reference not available)
| Source | min | mean | max |
|---|---|---|---|
| Validation | -2.825 | 52.52 | 119.2 |
Temporal — init=2026-11-08T00:00
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | 2.823 | 20.35 | 52.73 |
| P2 Validation | 2.692 | 35.29 | 101.7 |
Availability — 80 of 80 positions complete
pressure_level/relative_vorticity [pressure_level=500]
Metadata
| Field | Value |
|---|---|
| units | s-1 |
| long_name | Vorticity (relative) |
| short_name | vo |
| standard_name | atmosphere_upward_relative_vorticity |
| step_type | instant |
| sampled level | pressure_level=500 |
Point time series — 2026-10-21T00:00 - 2026-11-09T18:00, sampled lead=3h, member=0, pressure_level=500
| Point | min | mean | max |
|---|---|---|---|
| P1 | -0.0001455 | 6.826e-06 | 0.0002463 |
| P2 | -0.0002882 | -1.002e-05 | 0.0002107 |
Spatial — init=2026-11-08T00:00, lead=24h (reference not available)
| Source | min | mean | max |
|---|---|---|---|
| Validation | -0.001385 | -2.185e-07 | 0.002933 |
Temporal — init=2026-11-08T00:00
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | -9.225e-05 | -2.012e-05 | 0.0001019 |
| P2 Validation | -8.451e-05 | 8.411e-06 | 0.0003067 |
Availability — 80 of 80 positions complete
pressure_level/specific_humidity [pressure_level=500]
Metadata
| Field | Value |
|---|---|
| units | 1 |
| long_name | Specific humidity |
| short_name | q |
| standard_name | specific_humidity |
| step_type | instant |
| sampled level | pressure_level=500 |
Point time series — 2026-10-21T00:00 - 2026-11-09T18:00, sampled lead=3h, member=0, pressure_level=500
| Point | min | mean | max |
|---|---|---|---|
| P1 | 9.158e-05 | 0.001142 | 0.003449 |
| P2 | 6.109e-05 | 0.001499 | 0.004745 |
Spatial — init=2026-11-08T00:00, lead=24h (reference not available)
| Source | min | mean | max |
|---|---|---|---|
| Validation | 4.838e-06 | 0.0009146 | 0.00707 |
Temporal — init=2026-11-08T00:00
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | 9.324e-05 | 0.0005308 | 0.001312 |
| P2 Validation | 0.0002047 | 0.001443 | 0.005285 |
Availability — 80 of 80 positions complete
pressure_level/temperature [pressure_level=500]
Metadata
| Field | Value |
|---|---|
| units | degree_Celsius |
| long_name | Temperature |
| short_name | t |
| standard_name | air_temperature |
| step_type | instant |
| sampled level | pressure_level=500 |
Point time series — 2026-10-21T00:00 - 2026-11-09T18:00, sampled lead=3h, member=0, pressure_level=500
| Point | min | mean | max |
|---|---|---|---|
| P1 | -19.04 | -13.32 | -7.032 |
| P2 | -12.56 | -8.181 | -0.9815 |
Spatial — init=2026-11-08T00:00, lead=24h (reference not available)
| Source | min | mean | max |
|---|---|---|---|
| Validation | -49.16 | -20.35 | -0.2814 |
Temporal — init=2026-11-08T00:00
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | -14.64 | -12.18 | -9.872 |
| P2 Validation | -13.84 | -8.352 | -0.7938 |
Availability — 80 of 80 positions complete
pressure_level/vertical_velocity [pressure_level=500]
Metadata
| Field | Value |
|---|---|
| units | Pa s-1 |
| long_name | Vertical velocity |
| short_name | w |
| standard_name | lagrangian_tendency_of_air_pressure |
| step_type | instant |
| sampled level | pressure_level=500 |
Point time series — 2026-10-21T00:00 - 2026-11-09T18:00, sampled lead=3h, member=0, pressure_level=500
| Point | min | mean | max |
|---|---|---|---|
| P1 | -0.8513 | 0.05637 | 1.268 |
| P2 | -2.31 | 0.00559 | 0.763 |
Spatial — init=2026-11-08T00:00, lead=24h (reference not available)
| Source | min | mean | max |
|---|---|---|---|
| Validation | -21.69 | -0.0003256 | 14.2 |
Temporal — init=2026-11-08T00:00
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | -0.9817 | -0.02522 | 0.5134 |
| P2 Validation | -1.081 | -0.03622 | 0.6054 |
Availability — 80 of 80 positions complete
pressure_level/wind_u [pressure_level=500]
Metadata
| Field | Value |
|---|---|
| units | m s-1 |
| long_name | U component of wind |
| short_name | u |
| standard_name | eastward_wind |
| step_type | instant |
| sampled level | pressure_level=500 |
Point time series — 2026-10-21T00:00 - 2026-11-09T18:00, sampled lead=3h, member=0, pressure_level=500
| Point | min | mean | max |
|---|---|---|---|
| P1 | -9.869 | 7.65 | 24.04 |
| P2 | -8.692 | 7.565 | 24.72 |
Spatial — init=2026-11-08T00:00, lead=24h (reference not available)
| Source | min | mean | max |
|---|---|---|---|
| Validation | -37.13 | 7.178 | 69.87 |
Temporal — init=2026-11-08T00:00
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | -2.807 | 6.016 | 13.89 |
| P2 Validation | 0.2717 | 13.72 | 23.67 |
Availability — 80 of 80 positions complete
pressure_level/wind_v [pressure_level=500]
Metadata
| Field | Value |
|---|---|
| units | m s-1 |
| long_name | V component of wind |
| short_name | v |
| standard_name | northward_wind |
| step_type | instant |
| sampled level | pressure_level=500 |
Point time series — 2026-10-21T00:00 - 2026-11-09T18:00, sampled lead=3h, member=0, pressure_level=500
| Point | min | mean | max |
|---|---|---|---|
| P1 | -16.91 | 3.366 | 21.09 |
| P2 | -22.13 | -3.918 | 10.58 |
Spatial — init=2026-11-08T00:00, lead=24h (reference not available)
| Source | min | mean | max |
|---|---|---|---|
| Validation | -43.37 | -0.03217 | 40.82 |
Temporal — init=2026-11-08T00:00
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | -15.06 | -6.468 | 3.323 |
| P2 Validation | -12.72 | -1.779 | 13.65 |
Availability — 80 of 80 positions complete
pressure_reduced_to_mean_sea_level
Metadata
| Field | Value |
|---|---|
| units | Pa |
| long_name | Pressure reduced to MSL |
| short_name | prmsl |
| standard_name | air_pressure_at_mean_sea_level |
| step_type | instant |
Point time series — 2026-10-21T00:00 - 2026-11-09T18:00, sampled lead=3h, member=0
| Point | min | mean | max |
|---|---|---|---|
| P1 | 1.001e+05 | 1.017e+05 | 1.026e+05 |
| P2 | 9.985e+04 | 1.019e+05 | 1.025e+05 |
Spatial — init=2026-11-08T00:00, lead=24h (reference at 2026-11-09T00:00)
| Source | min | mean | max |
|---|---|---|---|
| Validation | 9.461e+04 | 1.008e+05 | 1.052e+05 |
| Reference | 9.485e+04 | 1.009e+05 | 1.05e+05 |
Temporal — init=2026-11-08T00:00
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | 1.01e+05 | 1.019e+05 | 1.025e+05 |
| P1 Reference | 1.016e+05 | 1.021e+05 | 1.026e+05 |
| P2 Validation | 1.001e+05 | 1.014e+05 | 1.022e+05 |
| P2 Reference | 9.978e+04 | 1.011e+05 | 1.018e+05 |
Availability — 80 of 80 positions complete
pressure_surface
Metadata
| Field | Value |
|---|---|
| units | Pa |
| long_name | Surface pressure |
| short_name | sp |
| standard_name | surface_air_pressure |
| step_type | instant |
Point time series — 2026-10-21T00:00 - 2026-11-09T18:00, sampled lead=3h, member=0
| Point | min | mean | max |
|---|---|---|---|
| P1 | 8.307e+04 | 8.439e+04 | 8.504e+04 |
| P2 | 9.985e+04 | 1.019e+05 | 1.025e+05 |
Spatial — init=2026-11-08T00:00, lead=24h (reference at 2026-11-09T00:00)
| Source | min | mean | max |
|---|---|---|---|
| Validation | 4.676e+04 | 9.651e+04 | 1.067e+05 |
| Reference | 5.04e+04 | 9.649e+04 | 1.047e+05 |
Temporal — init=2026-11-08T00:00
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | 8.404e+04 | 8.462e+04 | 8.51e+04 |
| P1 Reference | 8.403e+04 | 8.427e+04 | 8.467e+04 |
| P2 Validation | 1.001e+05 | 1.014e+05 | 1.023e+05 |
| P2 Reference | 9.971e+04 | 1.011e+05 | 1.018e+05 |
Availability — 80 of 80 positions complete
runoff_water_equivalent_run_total_surface
Metadata
| Field | Value |
|---|---|
| units | kg m-2 |
| long_name | Runoff water equivalent (surface plus subsurface) |
| short_name | rowe |
| standard_name | runoff_amount |
| step_type | accum |
| comment | Accumulated since forecast initialization. |
Point time series — 2026-10-21T00:00 - 2026-11-09T18:00, sampled lead=3h, member=0
| Point | min | mean | max |
|---|---|---|---|
| P1 | 0 | 0 | 0 |
| P2 | 0 | 0 | 0 |
Spatial — init=2026-11-08T00:00, lead=24h (reference not available)
| Source | min | mean | max |
|---|---|---|---|
| Validation | 0 | 0.1161 | 81.67 |
Temporal — init=2026-11-08T00:00
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | 0 | 0 | 0 |
| P2 Validation | 0 | 0 | 0 |
Availability — 80 of 80 positions complete
sea_ice_thickness_surface
Metadata
| Field | Value |
|---|---|
| units | m |
| long_name | Sea ice thickness |
| short_name | sithick |
| standard_name | sea_ice_thickness |
| step_type | instant |
| comment | NaN where there is no ocean model value, including over land. |
Point time series — 2026-10-21T00:00 - 2026-11-09T18:00, sampled lead=3h, member=0
| Point | min | mean | max |
|---|---|---|---|
| P1 | n/a | n/a | n/a |
| P2 | 0 | 0 | 0 |
Spatial — init=2026-11-08T00:00, lead=24h (reference not available)
| Source | min | mean | max |
|---|---|---|---|
| Validation | 0 | 0.2065 | 7.031 |
Temporal — init=2026-11-08T00:00
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | n/a | n/a | n/a |
| P2 Validation | 0 | 0 | 0 |
Availability — 80 of 80 positions complete
sea_surface_height
Metadata
| Field | Value |
|---|---|
| units | m |
| long_name | Sea surface height |
| short_name | zos |
| standard_name | n/a |
| step_type | instant |
| comment | NaN where there is no ocean model value, including over land. |
Point time series — 2026-10-21T00:00 - 2026-11-09T18:00, sampled lead=3h, member=0
| Point | min | mean | max |
|---|---|---|---|
| P1 | n/a | n/a | n/a |
| P2 | 0.1639 | 0.2146 | 0.2509 |
Spatial — init=2026-11-08T00:00, lead=24h (reference not available)
| Source | min | mean | max |
|---|---|---|---|
| Validation | -1.898 | -0.1124 | 1.688 |
Temporal — init=2026-11-08T00:00
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | n/a | n/a | n/a |
| P2 Validation | 0.1448 | 0.1706 | 0.1896 |
Availability — 80 of 80 positions complete
sea_water_velocity_u_surface
Metadata
| Field | Value |
|---|---|
| units | m s-1 |
| long_name | Eastward surface sea water velocity |
| short_name | sve |
| standard_name | eastward_sea_water_velocity |
| step_type | instant |
| comment | Applies over the ocean only; over land the values are NaN or near zero, so mask with land_sea_mask_surface. |
Point time series — 2026-10-21T00:00 - 2026-11-09T18:00, sampled lead=3h, member=0
| Point | min | mean | max |
|---|---|---|---|
| P1 | n/a | n/a | n/a |
| P2 | -0.08203 | 0.01091 | 0.2351 |
Spatial — init=2026-11-08T00:00, lead=24h (reference not available)
| Source | min | mean | max |
|---|---|---|---|
| Validation | -1.687 | 0.01289 | 2.004 |
Temporal — init=2026-11-08T00:00
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | n/a | n/a | n/a |
| P2 Validation | -0.2653 | 0.00423 | 0.209 |
Availability — 80 of 80 positions complete
sea_water_velocity_v_surface
Metadata
| Field | Value |
|---|---|
| units | m s-1 |
| long_name | Northward surface sea water velocity |
| short_name | svn |
| standard_name | northward_sea_water_velocity |
| step_type | instant |
| comment | Applies over the ocean only; over land the values are NaN or near zero, so mask with land_sea_mask_surface. |
Point time series — 2026-10-21T00:00 - 2026-11-09T18:00, sampled lead=3h, member=0
| Point | min | mean | max |
|---|---|---|---|
| P1 | n/a | n/a | n/a |
| P2 | -0.04551 | 0.05839 | 0.1474 |
Spatial — init=2026-11-08T00:00, lead=24h (reference not available)
| Source | min | mean | max |
|---|---|---|---|
| Validation | -2.044 | 0.001773 | 1.952 |
Temporal — init=2026-11-08T00:00
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | n/a | n/a | n/a |
| P2 Validation | -0.1862 | 0.0277 | 0.264 |
Availability — 80 of 80 positions complete
skin_temperature_surface
Metadata
| Field | Value |
|---|---|
| units | degree_Celsius |
| long_name | Skin temperature |
| short_name | skt |
| standard_name | surface_temperature |
| step_type | instant |
Point time series — 2026-10-21T00:00 - 2026-11-09T18:00, sampled lead=3h, member=0
| Point | min | mean | max |
|---|---|---|---|
| P1 | -0.6971 | 10.59 | 30.1 |
| P2 | 24.93 | 26.18 | 27.08 |
Spatial — init=2026-11-08T00:00, lead=24h (reference not available)
| Source | min | mean | max |
|---|---|---|---|
| Validation | -55.6 | 5.57 | 51.4 |
Temporal — init=2026-11-08T00:00
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | -1.479 | 8.416 | 24.66 |
| P2 Validation | 24.88 | 25.13 | 25.5 |
Availability — 80 of 80 positions complete
slope_of_sub_gridscale_orography_surface
Metadata
| Field | Value |
|---|---|
| units | 1 |
| long_name | Slope of sub-gridscale orography |
| short_name | slor |
| standard_name | n/a |
| step_type | instant |
| comment | Available for control member 0 only; members 1-50 are NaN. Time-invariant field published at lead time 0 only. |
Point time series — 2026-10-21T00:00 - 2026-11-09T18:00, sampled lead=0h, member=0
| Point | min | mean | max |
|---|---|---|---|
| P1 | 0.006425 | 0.006425 | 0.006425 |
| P2 | 9.999e-05 | 9.999e-05 | 9.999e-05 |
Spatial — init=2026-11-08T00:00, lead=0h (reference not available)
| Source | min | mean | max |
|---|---|---|---|
| Validation | 9.999e-05 | 0.003158 | 0.2705 |
Temporal — init=2026-11-08T00:00
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | 0.006425 | 0.006425 | 0.006425 |
| P2 Validation | 9.999e-05 | 9.999e-05 | 9.999e-05 |
Availability — 80 of 80 positions complete
snow_albedo_surface
Metadata
| Field | Value |
|---|---|
| units | percent |
| long_name | Snow albedo |
| short_name | asn |
| standard_name | n/a |
| step_type | instant |
| comment | Applies only where snow is present (snow_water_equivalent_surface > 0); snow-free cells hold placeholder values that also occur over snow. |
Point time series — 2026-10-21T00:00 - 2026-11-09T18:00, sampled lead=3h, member=0
| Point | min | mean | max |
|---|---|---|---|
| P1 | 84.96 | 84.96 | 84.96 |
| P2 | 84.96 | 84.96 | 84.96 |
Spatial — init=2026-11-08T00:00, lead=24h (reference not available)
| Source | min | mean | max |
|---|---|---|---|
| Validation | 50 | 79.44 | 84.96 |
Temporal — init=2026-11-08T00:00
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | 84.96 | 84.96 | 84.96 |
| P2 Validation | 84.96 | 84.96 | 84.96 |
Availability — 80 of 80 positions complete
snow_density_surface
Metadata
| Field | Value |
|---|---|
| units | kg m-3 |
| long_name | Snow density |
| short_name | rsn |
| standard_name | surface_snow_density |
| step_type | instant |
| comment | Applies only where snow is present (snow_water_equivalent_surface > 0); snow-free cells hold placeholder values that also occur over snow. |
Point time series — 2026-10-21T00:00 - 2026-11-09T18:00, sampled lead=3h, member=0
| Point | min | mean | max |
|---|---|---|---|
| P1 | 100 | 100 | 100 |
| P2 | 330 | 330 | 330 |
Spatial — init=2026-11-08T00:00, lead=24h (reference not available)
| Source | min | mean | max |
|---|---|---|---|
| Validation | 50 | 303.1 | 500 |
Temporal — init=2026-11-08T00:00
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | 100 | 100 | 100.2 |
| P2 Validation | 330 | 330 | 330.2 |
Availability — 80 of 80 positions complete
snow_water_equivalent_surface
Metadata
| Field | Value |
|---|---|
| units | m |
| long_name | Snow depth water equivalent |
| short_name | sd |
| standard_name | lwe_thickness_of_surface_snow_amount |
| step_type | instant |
| comment | Capped at 10 m; most of the Antarctic and Greenland ice sheets sit at this cap. |
Point time series — 2026-10-21T00:00 - 2026-11-09T18:00, sampled lead=3h, member=0
| Point | min | mean | max |
|---|---|---|---|
| P1 | 0 | 0 | 0 |
| P2 | 0 | 0 | 0 |
Spatial — init=2026-11-08T00:00, lead=24h (reference not available)
| Source | min | mean | max |
|---|---|---|---|
| Validation | 0 | 1.11 | 10 |
Temporal — init=2026-11-08T00:00
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | 0 | 0 | 0 |
| P2 Validation | 0 | 0 | 0 |
Availability — 80 of 80 positions complete
snowfall_water_equivalent_run_total_surface
Metadata
| Field | Value |
|---|---|
| units | kg m-2 |
| long_name | Snowfall water equivalent |
| short_name | sf |
| standard_name | snowfall_amount |
| step_type | accum |
| comment | Accumulated since forecast initialization. |
Point time series — 2026-10-21T00:00 - 2026-11-09T18:00, sampled lead=3h, member=0
| Point | min | mean | max |
|---|---|---|---|
| P1 | 0 | 0 | 0 |
| P2 | 0 | 0 | 0 |
Spatial — init=2026-11-08T00:00, lead=24h (reference not available)
| Source | min | mean | max |
|---|---|---|---|
| Validation | 0 | 0.4352 | 79.41 |
Temporal — init=2026-11-08T00:00
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | 0 | 0 | 0 |
| P2 Validation | 0 | 0 | 0 |
Availability — 80 of 80 positions complete
soil_temperature_layer_1
Metadata
| Field | Value |
|---|---|
| units | degree_Celsius |
| long_name | Soil temperature |
| short_name | sot |
| standard_name | soil_temperature |
| step_type | instant |
| comment | ECMWF soil level 1, the uppermost soil layer. Over water this is the sea surface temperature, not a soil temperature. |
Point time series — 2026-10-21T00:00 - 2026-11-09T18:00, sampled lead=3h, member=0
| Point | min | mean | max |
|---|---|---|---|
| P1 | 3.531 | 11.17 | 25.33 |
| P2 | 25.52 | 26.48 | 27.57 |
Spatial — init=2026-11-08T00:00, lead=24h (reference not available)
| Source | min | mean | max |
|---|---|---|---|
| Validation | -57.22 | 6.746 | 40.03 |
Temporal — init=2026-11-08T00:00
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | 3.519 | 9.408 | 17.76 |
| P2 Validation | 25.26 | 25.4 | 25.77 |
Availability — 80 of 80 positions complete
soil_temperature_layer_2
Metadata
| Field | Value |
|---|---|
| units | degree_Celsius |
| long_name | Soil temperature |
| short_name | sot |
| standard_name | soil_temperature |
| step_type | instant |
| comment | ECMWF soil level 2, the second soil layer from the surface. Over water this is the sea surface temperature, not a soil temperature. |
Point time series — 2026-10-21T00:00 - 2026-11-09T18:00, sampled lead=3h, member=0
| Point | min | mean | max |
|---|---|---|---|
| P1 | 8.291 | 12.36 | 18.34 |
| P2 | 25.53 | 26.49 | 27.33 |
Spatial — init=2026-11-08T00:00, lead=24h (reference not available)
| Source | min | mean | max |
|---|---|---|---|
| Validation | -57.21 | 7.299 | 42.04 |
Temporal — init=2026-11-08T00:00
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | 9.27 | 10.35 | 11.53 |
| P2 Validation | 25.27 | 25.41 | 25.78 |
Availability — 80 of 80 positions complete
soil_temperature_layer_3
Metadata
| Field | Value |
|---|---|
| units | degree_Celsius |
| long_name | Soil temperature |
| short_name | sot |
| standard_name | soil_temperature |
| step_type | instant |
| comment | ECMWF soil level 3. Over water this is the sea surface temperature, not a soil temperature. |
Point time series — 2026-10-21T00:00 - 2026-11-09T18:00, sampled lead=3h, member=0
| Point | min | mean | max |
|---|---|---|---|
| P1 | 13.56 | 15.57 | 17.85 |
| P2 | 25.56 | 26.48 | 27.35 |
Spatial — init=2026-11-08T00:00, lead=24h (reference not available)
| Source | min | mean | max |
|---|---|---|---|
| Validation | -57.19 | 7.957 | 49.81 |
Temporal — init=2026-11-08T00:00
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | 13.29 | 13.78 | 14.31 |
| P2 Validation | 25.29 | 25.43 | 25.8 |
Availability — 80 of 80 positions complete
soil_temperature_layer_4
Metadata
| Field | Value |
|---|---|
| units | degree_Celsius |
| long_name | Soil temperature |
| short_name | sot |
| standard_name | soil_temperature |
| step_type | instant |
| comment | ECMWF soil level 4. Over water this is the sea surface temperature, not a soil temperature. |
Point time series — 2026-10-21T00:00 - 2026-11-09T18:00, sampled lead=3h, member=0
| Point | min | mean | max |
|---|---|---|---|
| P1 | 18.6 | 19.08 | 19.4 |
| P2 | 25.6 | 26.48 | 27.39 |
Spatial — init=2026-11-08T00:00, lead=24h (reference not available)
| Source | min | mean | max |
|---|---|---|---|
| Validation | -57.15 | 8.621 | 49.6 |
Temporal — init=2026-11-08T00:00
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | 18.34 | 18.49 | 18.61 |
| P2 Validation | 25.34 | 25.44 | 25.85 |
Availability — 80 of 80 positions complete
standard_deviation_of_sub_gridscale_orography_surface
Metadata
| Field | Value |
|---|---|
| units | m |
| long_name | Standard deviation of sub-gridscale orography |
| short_name | sdor |
| standard_name | n/a |
| step_type | instant |
| comment | Available for control member 0 only; members 1-50 are NaN. Time-invariant field published at lead time 0 only. |
Point time series — 2026-10-21T00:00 - 2026-11-09T18:00, sampled lead=0h, member=0
| Point | min | mean | max |
|---|---|---|---|
| P1 | 27.56 | 27.56 | 27.56 |
| P2 | 0 | 0 | 0 |
Spatial — init=2026-11-08T00:00, lead=0h (reference not available)
| Source | min | mean | max |
|---|---|---|---|
| Validation | 0 | 15.12 | 1436 |
Temporal — init=2026-11-08T00:00
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | 27.56 | 27.56 | 27.56 |
| P2 Validation | 0 | 0 | 0 |
Availability — 80 of 80 positions complete
temperature_2m
Metadata
| Field | Value |
|---|---|
| units | degree_Celsius |
| long_name | 2 metre temperature |
| short_name | 2t |
| standard_name | air_temperature |
| step_type | instant |
Point time series — 2026-10-21T00:00 - 2026-11-09T18:00, sampled lead=3h, member=0
| Point | min | mean | max |
|---|---|---|---|
| P1 | 2.139 | 10.16 | 26.15 |
| P2 | 21.64 | 24.46 | 26.42 |
Spatial — init=2026-11-08T00:00, lead=24h (reference at 2026-11-09T00:00)
| Source | min | mean | max |
|---|---|---|---|
| Validation | -54.29 | 5.328 | 36.96 |
| Reference | -59 | 5.263 | 37.75 |
Temporal — init=2026-11-08T00:00
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | 1.007 | 9.325 | 21.31 |
| P1 Reference | 5.375 | 11.38 | 19.88 |
| P2 Validation | 22.23 | 23.64 | 25.77 |
| P2 Reference | 21.88 | 23.51 | 26.25 |
Availability — 80 of 80 positions complete
total_cloud_cover_atmosphere
Metadata
| Field | Value |
|---|---|
| units | percent |
| long_name | Total cloud cover |
| short_name | tcc |
| standard_name | cloud_area_fraction |
| step_type | instant |
Point time series — 2026-10-21T00:00 - 2026-11-09T18:00, sampled lead=3h, member=0
| Point | min | mean | max |
|---|---|---|---|
| P1 | 0 | 55.84 | 100 |
| P2 | 1.562 | 59.88 | 100 |
Spatial — init=2026-11-08T00:00, lead=24h (reference at 2026-11-09T00:00)
| Source | min | mean | max |
|---|---|---|---|
| Validation | 0 | 67.41 | 100 |
| Reference | 0 | 62.35 | 100 |
Temporal — init=2026-11-08T00:00
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | 0 | 14.32 | 84.38 |
| P1 Reference | 0 | 20.92 | 98 |
| P2 Validation | 6.25 | 66.01 | 100 |
| P2 Reference | 17 | 83.96 | 100 |
Availability — 80 of 80 positions complete
total_column_cloud_ice_water_atmosphere
Metadata
| Field | Value |
|---|---|
| units | kg m-2 |
| long_name | Total column cloud ice water |
| short_name | tciw |
| standard_name | atmosphere_mass_content_of_cloud_ice |
| step_type | instant |
Point time series — 2026-10-21T00:00 - 2026-11-09T18:00, sampled lead=3h, member=0
| Point | min | mean | max |
|---|---|---|---|
| P1 | 0 | 0.02064 | 0.2383 |
| P2 | 0 | 0.0171 | 0.2686 |
Spatial — init=2026-11-08T00:00, lead=24h (reference not available)
| Source | min | mean | max |
|---|---|---|---|
| Validation | 0 | 0.01774 | 2.902 |
Temporal — init=2026-11-08T00:00
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | 0 | 0.0006178 | 0.0127 |
| P2 Validation | 0 | 0.05528 | 0.623 |
Availability — 80 of 80 positions complete
total_column_cloud_liquid_water_atmosphere
Metadata
| Field | Value |
|---|---|
| units | kg m-2 |
| long_name | Total column cloud liquid water |
| short_name | tclw |
| standard_name | atmosphere_mass_content_of_cloud_liquid_water |
| step_type | instant |
Point time series — 2026-10-21T00:00 - 2026-11-09T18:00, sampled lead=3h, member=0
| Point | min | mean | max |
|---|---|---|---|
| P1 | 0 | 0.02153 | 0.3433 |
| P2 | 0 | 0.04034 | 0.3394 |
Spatial — init=2026-11-08T00:00, lead=24h (reference not available)
| Source | min | mean | max |
|---|---|---|---|
| Validation | 0 | 0.03934 | 1.871 |
Temporal — init=2026-11-08T00:00
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | 0 | 0 | 0 |
| P2 Validation | 0 | 0.06014 | 0.4746 |
Availability — 80 of 80 positions complete
total_column_rain_water_atmosphere
Metadata
| Field | Value |
|---|---|
| units | kg m-2 |
| long_name | Total column rain water |
| short_name | tcrw |
| standard_name | n/a |
| step_type | instant |
Point time series — 2026-10-21T00:00 - 2026-11-09T18:00, sampled lead=3h, member=0
| Point | min | mean | max |
|---|---|---|---|
| P1 | 0 | 0.00249 | 0.05469 |
| P2 | 0 | 0.04661 | 0.8848 |
Spatial — init=2026-11-08T00:00, lead=24h (reference not available)
| Source | min | mean | max |
|---|---|---|---|
| Validation | 0 | 0.01907 | 7.887 |
Temporal — init=2026-11-08T00:00
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | 0 | 0 | 0 |
| P2 Validation | 0 | 0.1126 | 1.324 |
Availability — 80 of 80 positions complete
total_column_water_atmosphere
Metadata
| Field | Value |
|---|---|
| units | kg m-2 |
| long_name | Total column water |
| short_name | tcw |
| standard_name | atmosphere_mass_content_of_water |
| step_type | instant |
Point time series — 2026-10-21T00:00 - 2026-11-09T18:00, sampled lead=3h, member=0
| Point | min | mean | max |
|---|---|---|---|
| P1 | 5.317 | 12.24 | 22.67 |
| P2 | 17.87 | 34.16 | 61.1 |
Spatial — init=2026-11-08T00:00, lead=24h (reference not available)
| Source | min | mean | max |
|---|---|---|---|
| Validation | 0.09514 | 19.22 | 93.35 |
Temporal — init=2026-11-08T00:00
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | 3.865 | 7.192 | 11.61 |
| P2 Validation | 20.84 | 34.93 | 68.34 |
Availability — 80 of 80 positions complete
total_precipitation_run_total_surface
Metadata
| Field | Value |
|---|---|
| units | kg m-2 |
| long_name | Total precipitation |
| short_name | tp |
| standard_name | precipitation_amount |
| step_type | accum |
| comment | Accumulated since forecast initialization. |
Point time series — 2026-10-21T00:00 - 2026-11-09T18:00, sampled lead=3h, member=0
| Point | min | mean | max |
|---|---|---|---|
| P1 | 0 | 0.05722 | 2.319 |
| P2 | 0 | 0.692 | 16.3 |
Spatial — init=2026-11-08T00:00, lead=24h (reference not available)
| Source | min | mean | max |
|---|---|---|---|
| Validation | 0 | 2.554 | 382.9 |
Temporal — init=2026-11-08T00:00
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | 0 | 0 | 0 |
| P2 Validation | 0 | 37.61 | 55.42 |
Availability — 80 of 80 positions complete
volumetric_soil_moisture_layer_1
Metadata
| Field | Value |
|---|---|
| units | 1 |
| long_name | Volumetric soil moisture |
| short_name | vsw |
| standard_name | volume_fraction_of_condensed_water_in_soil |
| step_type | instant |
| comment | ECMWF soil level 1, the uppermost soil layer. Applies over land only; over water the values are near zero, so mask with land_sea_mask_surface. |
Point time series — 2026-10-21T00:00 - 2026-11-09T18:00, sampled lead=3h, member=0
| Point | min | mean | max |
|---|---|---|---|
| P1 | 0.08789 | 0.1596 | 0.3086 |
| P2 | 0 | 0 | 0 |
Spatial — init=2026-11-08T00:00, lead=24h (reference not available)
| Source | min | mean | max |
|---|---|---|---|
| Validation | 0 | 0.08392 | 0.7656 |
Temporal — init=2026-11-08T00:00
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | 0.09961 | 0.1121 | 0.127 |
| P2 Validation | 0 | 0 | 0 |
Availability — 80 of 80 positions complete
volumetric_soil_moisture_layer_2
Metadata
| Field | Value |
|---|---|
| units | 1 |
| long_name | Volumetric soil moisture |
| short_name | vsw |
| standard_name | volume_fraction_of_condensed_water_in_soil |
| step_type | instant |
| comment | ECMWF soil level 2, the second soil layer from the surface. Applies over land only; over water the values are near zero, so mask with land_sea_mask_surface. |
Point time series — 2026-10-21T00:00 - 2026-11-09T18:00, sampled lead=3h, member=0
| Point | min | mean | max |
|---|---|---|---|
| P1 | 0.1074 | 0.1277 | 0.1504 |
| P2 | 0 | 0 | 0 |
Spatial — init=2026-11-08T00:00, lead=24h (reference not available)
| Source | min | mean | max |
|---|---|---|---|
| Validation | 0 | 0.08552 | 0.7637 |
Temporal — init=2026-11-08T00:00
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | 0.1309 | 0.1309 | 0.1309 |
| P2 Validation | 0 | 0 | 0 |
Availability — 80 of 80 positions complete
volumetric_soil_moisture_layer_3
Metadata
| Field | Value |
|---|---|
| units | 1 |
| long_name | Volumetric soil moisture |
| short_name | vsw |
| standard_name | volume_fraction_of_condensed_water_in_soil |
| step_type | instant |
| comment | ECMWF soil level 3. Applies over land only; over water the values are near zero, so mask with land_sea_mask_surface. |
Point time series — 2026-10-21T00:00 - 2026-11-09T18:00, sampled lead=3h, member=0
| Point | min | mean | max |
|---|---|---|---|
| P1 | 0.1172 | 0.1357 | 0.1445 |
| P2 | 0 | 0 | 0 |
Spatial — init=2026-11-08T00:00, lead=24h (reference not available)
| Source | min | mean | max |
|---|---|---|---|
| Validation | 0 | 0.08242 | 0.7656 |
Temporal — init=2026-11-08T00:00
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | 0.123 | 0.123 | 0.123 |
| P2 Validation | 0 | 0 | 0 |
Availability — 80 of 80 positions complete
volumetric_soil_moisture_layer_4
Metadata
| Field | Value |
|---|---|
| units | 1 |
| long_name | Volumetric soil moisture |
| short_name | vsw |
| standard_name | volume_fraction_of_condensed_water_in_soil |
| step_type | instant |
| comment | ECMWF soil level 4. Applies over land only; over water the values are near zero, so mask with land_sea_mask_surface. |
Point time series — 2026-10-21T00:00 - 2026-11-09T18:00, sampled lead=3h, member=0
| Point | min | mean | max |
|---|---|---|---|
| P1 | 0.1426 | 0.1426 | 0.1426 |
| P2 | -1.735e-18 | -3.27e-20 | 0 |
Spatial — init=2026-11-08T00:00, lead=24h (reference not available)
| Source | min | mean | max |
|---|---|---|---|
| Validation | -1.175e-38 | 0.08363 | 0.7656 |
Temporal — init=2026-11-08T00:00
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | 0.1426 | 0.1426 | 0.1426 |
| P2 Validation | -1.388e-17 | -2.832e-19 | 0 |
Availability — 80 of 80 positions complete
wind_gust_10m
Metadata
| Field | Value |
|---|---|
| units | m s-1 |
| long_name | Maximum 10 metre wind gust since previous post-processing |
| short_name | 10fg |
| standard_name | wind_speed_of_gust |
| step_type | max |
| comment | Maximum over the preceding hour through lead 90 hours, then since the preceding forecast step. Not available at lead time 0. |
Point time series — 2026-10-21T00:00 - 2026-11-09T18:00, sampled lead=3h, member=0
| Point | min | mean | max |
|---|---|---|---|
| P1 | 0.673 | 4.334 | 16.64 |
| P2 | 2.097 | 9.175 | 20.81 |
Spatial — init=2026-11-08T00:00, lead=24h (reference not available)
| Source | min | mean | max |
|---|---|---|---|
| Validation | 0.1603 | 9.057 | 48.35 |
Temporal — init=2026-11-08T00:00
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | 1.037 | 3.324 | 6.72 |
| P2 Validation | 2.666 | 8.317 | 19.26 |
Availability — 80 of 80 positions complete
wind_u_100m
Metadata
| Field | Value |
|---|---|
| units | m s-1 |
| long_name | 100 metre U wind component |
| short_name | 100u |
| standard_name | eastward_wind |
| step_type | instant |
Point time series — 2026-10-21T00:00 - 2026-11-09T18:00, sampled lead=3h, member=0
| Point | min | mean | max |
|---|---|---|---|
| P1 | -4.311 | -0.1027 | 2.928 |
| P2 | -10.99 | -2.58 | 13.32 |
Spatial — init=2026-11-08T00:00, lead=24h (reference at 2026-11-09T00:00)
| Source | min | mean | max |
|---|---|---|---|
| Validation | -35.57 | 0.2956 | 34.62 |
| Reference | -44.5 | 0.3349 | 41.5 |
Temporal — init=2026-11-08T00:00
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | -4.225 | 0.09777 | 2.514 |
| P1 Reference | -6.312 | 1.033 | 4.812 |
| P2 Validation | -10.74 | -1.353 | 13.34 |
| P2 Reference | -9.125 | 0.3606 | 17.5 |
Availability — 80 of 80 positions complete
wind_u_10m
Metadata
| Field | Value |
|---|---|
| units | m s-1 |
| long_name | 10 metre U wind component |
| short_name | 10u |
| standard_name | eastward_wind |
| step_type | instant |
Point time series — 2026-10-21T00:00 - 2026-11-09T18:00, sampled lead=3h, member=0
| Point | min | mean | max |
|---|---|---|---|
| P1 | -3.359 | -0.05708 | 1.761 |
| P2 | -9.764 | -2.397 | 10.21 |
Spatial — init=2026-11-08T00:00, lead=24h (reference at 2026-11-09T00:00)
| Source | min | mean | max |
|---|---|---|---|
| Validation | -29.37 | 0.1579 | 29.29 |
| Reference | -37.5 | 0.1644 | 39 |
Temporal — init=2026-11-08T00:00
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | -2.144 | 0.1798 | 1.326 |
| P1 Reference | -2.938 | 0.8356 | 3.344 |
| P2 Validation | -9.343 | -1.328 | 10.53 |
| P2 Reference | -8.25 | -0.07389 | 13.88 |
Availability — 80 of 80 positions complete
wind_v_100m
Metadata
| Field | Value |
|---|---|
| units | m s-1 |
| long_name | 100 metre V wind component |
| short_name | 100v |
| standard_name | northward_wind |
| step_type | instant |
Point time series — 2026-10-21T00:00 - 2026-11-09T18:00, sampled lead=3h, member=0
| Point | min | mean | max |
|---|---|---|---|
| P1 | -12.61 | -0.23 | 9.673 |
| P2 | -11.86 | -0.7167 | 11.82 |
Spatial — init=2026-11-08T00:00, lead=24h (reference at 2026-11-09T00:00)
| Source | min | mean | max |
|---|---|---|---|
| Validation | -32.78 | 0.005594 | 42.28 |
| Reference | -41 | -0.02434 | 36 |
Temporal — init=2026-11-08T00:00
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | -3.3 | 0.5164 | 5.005 |
| P1 Reference | -2.156 | -0.1299 | 3 |
| P2 Validation | -11.52 | -0.2731 | 15.85 |
| P2 Reference | -13 | 1.767 | 20.5 |
Availability — 80 of 80 positions complete
wind_v_10m
Metadata
| Field | Value |
|---|---|
| units | m s-1 |
| long_name | 10 metre V wind component |
| short_name | 10v |
| standard_name | northward_wind |
| step_type | instant |
Point time series — 2026-10-21T00:00 - 2026-11-09T18:00, sampled lead=3h, member=0
| Point | min | mean | max |
|---|---|---|---|
| P1 | -8.637 | -0.05835 | 5.284 |
| P2 | -10.97 | -0.7205 | 9.887 |
Spatial — init=2026-11-08T00:00, lead=24h (reference at 2026-11-09T00:00)
| Source | min | mean | max |
|---|---|---|---|
| Validation | -25.96 | 0.02698 | 34.72 |
| Reference | -35.5 | -0.01085 | 31.75 |
Temporal — init=2026-11-08T00:00
| Source | min | mean | max |
|---|---|---|---|
| P1 Validation | -1.516 | 0.5583 | 2.219 |
| P1 Reference | -1.438 | 0.009977 | 1.875 |
| P2 Validation | -10.7 | -0.3601 | 13.21 |
| P2 Reference | -11.5 | 1.331 | 16.5 |
Availability — 80 of 80 positions complete
