Dataset: Sea Ice Concentration Climate Data Record Version 3 (SMMR, SSM/I, and SSMIS) from the EUMETSAT OSI SAF#

Dataset identifier: OSISAF-GLO-SEAICE_CONC_TIMESERIES-SH-LA-OBS
Data store: cmems

How to open this dataset in AVL JupyterLab  

cmems_store = new_data_store('cmems')
ds = cmems_store.open_data('OSISAF-GLO-SEAICE_CONC_TIMESERIES-SH-LA-OBS')

Basic information#

Parameter Value
Bounding box longitude (°) -5400 to 5400
Bounding box latitude (°) -5400 to 5400
Time range 1978-10-25 to 2020-12-31

Click here for full dataset metadata.

Variable list#

Click on a variable name to jump to the variable’s full metadata.

Variable Long name Units
Lambert_Azimuthal_Grid [none] [none]
algorithm_standard_uncertainty algorithm uncertainty (one standard deviation) of concentration of sea ice %
ice_conc fully filtered concentration of sea ice using atmospheric correction of brightness temperatures and open water filters %
raw_ice_conc_values sea ice concentration estimates as retrieved by the algorithm, and that were edited away by the various filters %
smearing_standard_uncertainty smearing uncertainty (one standard deviation) of concentration of sea ice %
status_flag status flag bit array for sea ice concentration retrievals [none]
total_standard_uncertainty total uncertainty (one standard deviation) of concentration of sea ice %

Full variable metadata#

Lambert_Azimuthal_Grid#

Field Value
latitude_of_projection_origin -90.0
false_easting 0.0
false_northing 0.0
semi_major_axis 6378137.0
inverse_flattening 298.257223563
proj4_string +proj=laea +lon_0=0 +datum=WGS84 +ellps=WGS84 +lat_0=-90.0
grid_mapping_name lambert_azimuthal_equal_area
longitude_of_projection_origin 0.0

algorithm_standard_uncertainty#

Field Value
comment this is one of the two components contributing to 'total_standard_uncertainty'
grid_mapping Lambert_Azimuthal_Grid
long_name algorithm uncertainty (one standard deviation) of concentration of sea ice
units %

ice_conc#

Field Value
long_name fully filtered concentration of sea ice using atmospheric correction of brightness temperatures and open water filters
standard_name sea_ice_area_fraction
units %
valid_min 0
valid_max 10000
grid_mapping Lambert_Azimuthal_Grid
ancillary_variables total_standard_uncertainty status_flag
comment this field is the primary sea ice concentration estimate for this climate data record

raw_ice_conc_values#

Field Value
comment this field can be used in combination with 'ice_conc' to access un-bounded normal distribution of sea ice concentration estimates corresponding to the uncertainty estimate in 'total_standard_uncertainty'. It does also feature some amount of un-physical data (below 0% and above 100%).
units %
grid_mapping Lambert_Azimuthal_Grid
long_name sea ice concentration estimates as retrieved by the algorithm, and that were edited away by the various filters

smearing_standard_uncertainty#

Field Value
comment this is one of the two components contributing to 'total_standard_uncertainty'
long_name smearing uncertainty (one standard deviation) of concentration of sea ice
grid_mapping Lambert_Azimuthal_Grid
units %

status_flag#

Field Value
long_name status flag bit array for sea ice concentration retrievals
standard_name sea_ice_area_fraction status_flag
valid_min 0
valid_max 32767
grid_mapping Lambert_Azimuthal_Grid
flag_masks 1, 2, 4, 8, 16, 32, 64, 128
flag_meanings land lake open_water_filtered land_spill_over high_t2m spatial_interp temporal_interp max_ice_climo
flag_descriptions all bits to 0 (flag 0): Nominal retrieval by the SIC algorithm bit 1 (flag 1): Position is over land bit 2 (flag 2): Position is lake bit 3 (flag 4): SIC is set to zero by the open water filter bit 4 (flag 8): SIC value is changed for correcting land spill-over effects bit 5 (flag 16): Handle with caution, the 2m air temperature is high at this position, and this might be false ice bit 6 (flag 32): Value is the result of spatial interpolation bit 7 (flag 64): Value is the result of temporal interpolation bit 8 (flag 128): SIC is set to zero since position is outside maximum sea ice climatology.
comment Flag values found in the map might be combinations of those listed above. For example flag value 80 (= 2^4 + 2^6 = 16 + 64) indicates high_t2m AND temporal_interp

total_standard_uncertainty#

Field Value
grid_mapping Lambert_Azimuthal_Grid
units %
long_name total uncertainty (one standard deviation) of concentration of sea ice
standard_name sea_ice_area_fraction standard_error

Full dataset metadata#

Field Value
title Sea Ice Concentration Climate Data Record Version 3 (SMMR, SSM/I, and SSMIS) from the EUMETSAT OSI SAF
summary This climate data record of sea ice concentration is obtained from coarse resolution passive microwave satellite data (SMMR, SSM/I, and SSMIS) over the polar regions (Arctic and Antarctic). The processing chain features: 1) dynamic tuning of tie-points and algorithms, 2) correction of atmospheric noise using a Radiative Transfer Model, 3) computation of per-pixel uncertainties, and 4) an optimal hybrid sea ice concentration algorithm. This dataset was generated by the EUMETSAT Ocean and Sea Ice Satellite Application Facility (OSI SAF). The ESA CCI Programme contributed with Research and Development on the algorithms.
topiccategory Oceans ClimatologyMeteorologyAtmosphere
geospatial_lat_min -90.0
geospatial_lat_max -16.62393
geospatial_lon_min -180.0
geospatial_lon_max 180.0
geospatial_vertical_min 0.0
geospatial_vertical_max 0.0
sensor SMMR,SSM/I,SSMIS
platform Nimbus-7,DMSP-F<08,10,11,13,14,15>,DMSP-F<16,17,18>
time_coverage_start 2020-12-31T00:00:00Z
time_coverage_end 2021-01-01T00:00:00Z
time_coverage_duration P1D
time_coverage_resolution P1D
project OSI SAF - EUMETSAT
institution OSISAF - EUMETSAT
creator_name OSISAF - EUMETSAT
creator_type institution
creator_url https://osi-saf.eumetsat.int/
creator_email osi-saf.helpdesk@meteo.fr
license All intellectual property rights of the Ocean and Sea Ice SAF products belong to EUMETSAT. The use of these products is granted to every user, free of charge. If users wish to use these products, EUMETSAT's copyright credit must be shown by displaying the words 'Copyright EUMETSAT' under each of the products shown. EUMETSAT offers no warranty and accepts no liability in respect of the Ocean and Sea Ice SAF products. EUMETSAT neither commits to nor guarantees the continuity, availability, or quality or suitability for any purpose of, the Ocean and Sea Ice SAF products.
references Product User Manual v3.0 (2022),Algorithm Theoretical Basis Document v2.2 (2022),https://osi-saf.eumetsat.int/products/osi-450-a
history 2022-06-08T14:58:37Z creation
date_created 2022-06-08
cdm_data_type Grid
spatial_resolution 25.0 km grid spacing
geospatial_bounds_crs EPSG:6932
product_version 3.0
tracking_id 7b70d88c-16f7-4f20-8e66-fe0c7b21929a
naming_authority int.eumetsat
standard_name_vocabulary CF Standard Name Table (Version 78, 21 September 2021)
product_id osi-450-a
product_name osi_saf_sea_ice_conc_climate_data_record_smmrssmissmis
doi 10.15770/EUM_SAF_OSI_0013
contributor_name Thomas Lavergne,Atle Soerensen,Rasmus Tonboe,Courtenay Strong,Matilde Kreiner,Roberto Saldo,Anton Birkedal,Steinar Eastwood
contributor_role PrincipalInvestigator,author,author,author,author,author,author,author
keywords GCMDSK:Earth Science > Cryosphere > Sea Ice > Sea Ice Concentration, GCMDSK:Earth Science > Oceans > Sea Ice > Sea Ice Concentration, GCMDSK:Earth Science > Climate Indicators > Cryospheric Indicators > Sea Ice Concentration, GCMDLOC:Geographic Region > Southern Hemisphere, GCMDLOC:Vertical Location > Sea Surface, GCMDPROV: Government Agencies-non-US > Norway > NO/MET > Norwegian Meteorological Institute
keywords_vocabulary GCMDSK:GCMD Science Keywords:https://gcmd.earthdata.nasa.gov/kms/concepts/concept_scheme/sciencekeywords, GCMDPROV:GCMD Providers:https://gcmd.earthdata.nasa.gov/kms/concepts/concept_scheme/providers, GCMDLOC:GCMD Locations:https://gcmd.earthdata.nasa.gov/kms/concepts/concept_scheme/locations
Conventions CF-1.7,ACDD-1.3
algorithm SICCI3LF (19V, 37V, 37H)
source FCDR of SMMR / SSMI / SSMIS Brightness Temperatures R4 from EUMETSAT Climate Monitoring SAF (doi:10.5676/EUM_SAF_CM/FCDR_MWI/V004), ERA5