EC-Earth3 output prepared for CMIP6
Load in Python
from intake import open_catalog
cat = open_catalog("https://raw.githubusercontent.com/kpegion/COLA-DATASETS-CATALOG/gh-pages/intake-catalogs/thetao_Omon_EC-Earth3_piControl_r1i1p1f1_gn.yaml")
ds=cat.netcdf.read()
        Metadata
| title | EC-Earth3 output prepared for CMIP6 | 
| location | /shared/cmip6/data/piControl/ocean/mon/Omon/thetao/EC-Earth3/r1i1p1 | 
| tags | gridded,global,model,monthly | 
| catalog_dir | https://raw.githubusercontent.com/kpegion/COLA-DATASETS-CATALOG/gh-pages/intake-catalogs/thetao_Omon_EC-Earth3_piControl_r1i1p1f1_gn.yaml | 
| last updated | 2020-10-14 | 
Dataset Contents
<xarray.Dataset>
Dimensions:             (bnds: 2, i: 362, j: 292, lev: 75, time: 6012, vertices: 4)
Coordinates:
  * time                (time) float64 1.494e+05 1.494e+05 ... 3.324e+05
  * lev                 (lev) float64 0.5058 1.556 2.668 ... 5.698e+03 5.902e+03
  * j                   (j) int32 1 2 3 4 5 6 7 ... 286 287 288 289 290 291 292
  * i                   (i) int32 1 2 3 4 5 6 7 ... 356 357 358 359 360 361 362
    latitude            (j, i) float64 dask.array<chunksize=(292, 362), meta=np.ndarray>
    longitude           (j, i) float64 dask.array<chunksize=(292, 362), meta=np.ndarray>
Dimensions without coordinates: bnds, vertices
Data variables:
    time_bnds           (time, bnds) float64 dask.array<chunksize=(12, 2), meta=np.ndarray>
    lev_bnds            (time, lev, bnds) float64 dask.array<chunksize=(12, 75, 2), meta=np.ndarray>
    vertices_latitude   (time, j, i, vertices) float64 dask.array<chunksize=(12, 292, 362, 4), meta=np.ndarray>
    vertices_longitude  (time, j, i, vertices) float64 dask.array<chunksize=(12, 292, 362, 4), meta=np.ndarray>
    thetao              (time, lev, j, i) float32 dask.array<chunksize=(12, 75, 292, 362), meta=np.ndarray>
Attributes:
    Conventions:                        CF-1.7 CMIP-6.2
    activity_id:                        CMIP
    branch_method:                      standard
    branch_time:                        0.0
    comment:                            Production: Thomas Reerink at KNMI
    contact:                            cmip6-data@ec-earth.org
    creation_date:                      2019-07-12T16:09:36Z
    data_specs_version:                 01.00.30
    experiment:                         pre-industrial control
    experiment_id:                      piControl
    external_variables:                 areacello volcello
    forcing_index:                      1
    frequency:                          mon
    further_info_url:                   https://furtherinfo.es-doc.org/CMIP6....
    grid:                               ORCA1L75
    grid_label:                         gn
    initialization_index:               1
    institution:                        AEMET, Spain; BSC, Spain; CNR-ISAC, I...
    institution_id:                     EC-Earth-Consortium
    mip_era:                            CMIP6
    nominal_resolution:                 100 km
    parent_activity_id:                 CMIP
    parent_mip_era:                     CMIP6
    parent_source_id:                   EC-Earth3-Veg
    parent_time_units:                  days since 1850-01-01
    parent_variant_label:               r1i1p1f1
    physics_index:                      1
    product:                            model-output
    realization_index:                  1
    realm:                              ocean
    source:                             EC-Earth3 (2019): 
aerosol: none
at...
    source_id:                          EC-Earth3
    source_type:                        AOGCM
    sub_experiment:                     none
    sub_experiment_id:                  none
    table_id:                           Omon
    table_info:                         Creation Date:(09 May 2019) MD5:6e4a0...
    title:                              EC-Earth3 output prepared for CMIP6
    variable_id:                        thetao
    variant_label:                      r1i1p1f1
    license:                            CMIP6 model data produced by EC-Earth...
    cmor_version:                       3.4.0
    tracking_id:                        hdl:21.14100/68c9c77b-86d4-448d-9a57-...
    branch_time_in_parent:              0.0D
    parent_experiment_id:               piControl
    branch_time_in_child:               149384.0D
    history:                            2019-07-12T16:05:11Z ; CMOR rewrote d...
    latest_applied_cmor_fixer_version:  v3.0xarray.Dataset
- bnds: 2
 - i: 362
 - j: 292
 - lev: 75
 - time: 6012
 - vertices: 4
 
- time(time)float641.494e+05 1.494e+05 ... 3.324e+05
- bounds :
 - time_bnds
 - units :
 - days since 1850-01-01 00:00:00
 - calendar :
 - proleptic_gregorian
 - axis :
 - T
 - long_name :
 - time
 - standard_name :
 - time
 
array([149399.5, 149429. , 149458.5, ..., 332293.5, 332324. , 332354.5])
 - lev(lev)float640.5058 1.556 ... 5.902e+03
- bounds :
 - lev_bnds
 - units :
 - m
 - axis :
 - Z
 - positive :
 - down
 - long_name :
 - ocean depth coordinate
 - standard_name :
 - depth
 
array([5.057600e-01, 1.555855e+00, 2.667682e+00, 3.856280e+00, 5.140361e+00, 6.543034e+00, 8.092519e+00, 9.822750e+00, 1.177368e+01, 1.399104e+01, 1.652532e+01, 1.942980e+01, 2.275762e+01, 2.655830e+01, 3.087456e+01, 3.574020e+01, 4.118002e+01, 4.721189e+01, 5.385064e+01, 6.111284e+01, 6.902168e+01, 7.761116e+01, 8.692943e+01, 9.704131e+01, 1.080303e+02, 1.200000e+02, 1.330758e+02, 1.474062e+02, 1.631645e+02, 1.805499e+02, 1.997900e+02, 2.211412e+02, 2.448906e+02, 2.713564e+02, 3.008875e+02, 3.338628e+02, 3.706885e+02, 4.117939e+02, 4.576256e+02, 5.086399e+02, 5.652923e+02, 6.280260e+02, 6.972587e+02, 7.733683e+02, 8.566790e+02, 9.474479e+02, 1.045854e+03, 1.151991e+03, 1.265861e+03, 1.387377e+03, 1.516364e+03, 1.652568e+03, 1.795671e+03, 1.945296e+03, 2.101027e+03, 2.262422e+03, 2.429025e+03, 2.600380e+03, 2.776039e+03, 2.955570e+03, 3.138565e+03, 3.324641e+03, 3.513446e+03, 3.704657e+03, 3.897982e+03, 4.093159e+03, 4.289953e+03, 4.488155e+03, 4.687581e+03, 4.888070e+03, 5.089479e+03, 5.291683e+03, 5.494575e+03, 5.698061e+03, 5.902058e+03]) - j(j)int321 2 3 4 5 6 ... 288 289 290 291 292
- units :
 - 1
 - long_name :
 - cell index along second dimension
 
array([ 1, 2, 3, ..., 290, 291, 292], dtype=int32)
 - i(i)int321 2 3 4 5 6 ... 358 359 360 361 362
- units :
 - 1
 - long_name :
 - cell index along first dimension
 
array([ 1, 2, 3, ..., 360, 361, 362], dtype=int32)
 - latitude(j, i)float64dask.array<chunksize=(292, 362), meta=np.ndarray>
- standard_name :
 - latitude
 - long_name :
 - latitude
 - units :
 - degrees_north
 - bounds :
 - vertices_latitude
 
Array Chunk Bytes 845.63 kB 845.63 kB Shape (292, 362) (292, 362) Count 2500 Tasks 1 Chunks Type float64 numpy.ndarray  - longitude(j, i)float64dask.array<chunksize=(292, 362), meta=np.ndarray>
- standard_name :
 - longitude
 - long_name :
 - longitude
 - units :
 - degrees_east
 - bounds :
 - vertices_longitude
 
Array Chunk Bytes 845.63 kB 845.63 kB Shape (292, 362) (292, 362) Count 2500 Tasks 1 Chunks Type float64 numpy.ndarray  
- time_bnds(time, bnds)float64dask.array<chunksize=(12, 2), meta=np.ndarray>
Array Chunk Bytes 96.19 kB 192 B Shape (6012, 2) (12, 2) Count 1503 Tasks 501 Chunks Type float64 numpy.ndarray  - lev_bnds(time, lev, bnds)float64dask.array<chunksize=(12, 75, 2), meta=np.ndarray>
Array Chunk Bytes 7.21 MB 14.40 kB Shape (6012, 75, 2) (12, 75, 2) Count 2004 Tasks 501 Chunks Type float64 numpy.ndarray  - vertices_latitude(time, j, i, vertices)float64dask.array<chunksize=(12, 292, 362, 4), meta=np.ndarray>
- units :
 - degrees_north
 
Array Chunk Bytes 20.34 GB 40.59 MB Shape (6012, 292, 362, 4) (12, 292, 362, 4) Count 2004 Tasks 501 Chunks Type float64 numpy.ndarray  - vertices_longitude(time, j, i, vertices)float64dask.array<chunksize=(12, 292, 362, 4), meta=np.ndarray>
- units :
 - degrees_east
 
Array Chunk Bytes 20.34 GB 40.59 MB Shape (6012, 292, 362, 4) (12, 292, 362, 4) Count 2004 Tasks 501 Chunks Type float64 numpy.ndarray  - thetao(time, lev, j, i)float32dask.array<chunksize=(12, 75, 292, 362), meta=np.ndarray>
- standard_name :
 - sea_water_potential_temperature
 - long_name :
 - Sea Water Potential Temperature
 - comment :
 - Diagnostic should be contributed even for models using conservative temperature as prognostic field.
 - units :
 - degC
 - original_name :
 - thetao
 - cell_methods :
 - area: mean where sea time: mean
 - cell_measures :
 - area: areacello volume: volcello
 - history :
 - 2019-07-12T16:09:31Z altered by CMOR: Reordered dimensions, original order: j i lev time.
 
Array Chunk Bytes 190.65 GB 380.53 MB Shape (6012, 75, 292, 362) (12, 75, 292, 362) Count 1503 Tasks 501 Chunks Type float32 numpy.ndarray  
- Conventions :
 - CF-1.7 CMIP-6.2
 - activity_id :
 - CMIP
 - branch_method :
 - standard
 - branch_time :
 - 0.0
 - comment :
 - Production: Thomas Reerink at KNMI
 - contact :
 - cmip6-data@ec-earth.org
 - creation_date :
 - 2019-07-12T16:09:36Z
 - data_specs_version :
 - 01.00.30
 - experiment :
 - pre-industrial control
 - experiment_id :
 - piControl
 - external_variables :
 - areacello volcello
 - forcing_index :
 - 1
 - frequency :
 - mon
 - further_info_url :
 - https://furtherinfo.es-doc.org/CMIP6.EC-Earth-Consortium.EC-Earth3.piControl.none.r1i1p1f1
 - grid :
 - ORCA1L75
 - grid_label :
 - gn
 - initialization_index :
 - 1
 - institution :
 - AEMET, Spain; BSC, Spain; CNR-ISAC, Italy; DMI, Denmark; ENEA, Italy; FMI, Finland; Geomar, Germany; ICHEC, Ireland; ICTP, Italy; IDL, Portugal; IMAU, The Netherlands; IPMA, Portugal; KIT, Karlsruhe, Germany; KNMI, The Netherlands; Lund University, Sweden; Met Eireann, Ireland; NLeSC, The Netherlands; NTNU, Norway; Oxford University, UK; surfSARA, The Netherlands; SMHI, Sweden; Stockholm University, Sweden; Unite ASTR, Belgium; University College Dublin, Ireland; University of Bergen, Norway; University of Copenhagen, Denmark; University of Helsinki, Finland; University of Santiago de Compostela, Spain; Uppsala University, Sweden; Utrecht University, The Netherlands; Vrije Universiteit Amsterdam, the Netherlands; Wageningen University, The Netherlands. Mailing address: EC-Earth consortium, Rossby Center, Swedish Meteorological and Hydrological Institute/SMHI, SE-601 76 Norrkoping, Sweden
 - institution_id :
 - EC-Earth-Consortium
 - mip_era :
 - CMIP6
 - nominal_resolution :
 - 100 km
 - parent_activity_id :
 - CMIP
 - parent_mip_era :
 - CMIP6
 - parent_source_id :
 - EC-Earth3-Veg
 - parent_time_units :
 - days since 1850-01-01
 - parent_variant_label :
 - r1i1p1f1
 - physics_index :
 - 1
 - product :
 - model-output
 - realization_index :
 - 1
 - realm :
 - ocean
 - source :
 - EC-Earth3 (2019): aerosol: none atmos: IFS cy36r4 (TL255, linearly reduced Gaussian grid equivalent to 512 x 256 longitude/latitude; 91 levels; top level 0.01 hPa) atmosChem: none land: HTESSEL (land surface scheme built in IFS) landIce: none ocean: NEMO3.6 (ORCA1 tripolar primarily 1 deg with meridional refinement down to 1/3 degree in the tropics; 362 x 292 longitude/latitude; 75 levels; top grid cell 0-1 m) ocnBgchem: none seaIce: LIM3
 - source_id :
 - EC-Earth3
 - source_type :
 - AOGCM
 - sub_experiment :
 - none
 - sub_experiment_id :
 - none
 - table_id :
 - Omon
 - table_info :
 - Creation Date:(09 May 2019) MD5:6e4a07fae2274684a1bb59bbc4c59866
 - title :
 - EC-Earth3 output prepared for CMIP6
 - variable_id :
 - thetao
 - variant_label :
 - r1i1p1f1
 - license :
 - CMIP6 model data produced by EC-Earth-Consortium is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file) and at http://www.ec-earth.org. The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law.
 - cmor_version :
 - 3.4.0
 - tracking_id :
 - hdl:21.14100/68c9c77b-86d4-448d-9a57-97e9ccd346ce
 - branch_time_in_parent :
 - 0.0D
 - parent_experiment_id :
 - piControl
 - branch_time_in_child :
 - 149384.0D
 - history :
 - 2019-07-12T16:05:11Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards.; processed by ece2cmor v1.2.0, git rev. 6b13ef2f722132acea3acf5260ded5b0e06cc7cd The cmor-fixer version v2.0 script has been applied.The cmor-fixer version v2.1 script has been applied.The cmor-fixer version v2.1 script has been applied.The cmor-fixer version v3.0 script has been applied.
 - latest_applied_cmor_fixer_version :
 - v3.0
 
