MPI-ESM-LR model output prepared for CMIP5 10- or 30-year run initialized in year 1980
Load in Python
from intake import open_catalog
cat = open_catalog("https://raw.githubusercontent.com/kpegion/COLA-DATASETS-CATALOG/gh-pages/intake-catalogs/snd_OImon_MPI-ESM-LR_decadal1980_r3i1p1.yaml")
ds=cat.netcdf.read()
        Metadata
| title | MPI-ESM-LR model output prepared for CMIP5 10- or 30-year run initialized in year 1980 | 
| location | /shared/cmip5/data/decadal1980/seaIce/mon/OImon/snd/MPI-M.MPI-ESM-LR/r3i1p1 | 
| tags | gridded,global,model,monthly | 
| catalog_dir | https://raw.githubusercontent.com/kpegion/COLA-DATASETS-CATALOG/gh-pages/intake-catalogs/snd_OImon_MPI-ESM-LR_decadal1980_r3i1p1.yaml | 
| last updated | 2013-05-26 | 
Dataset Contents
<xarray.Dataset>
Dimensions:       (bnds: 2, i: 256, j: 220, time: 360, vertices: 4)
Coordinates:
  * time          (time) float64 15.5 45.0 74.5 ... 1.091e+04 1.094e+04
  * j             (j) int32 1 2 3 4 5 6 7 8 ... 213 214 215 216 217 218 219 220
  * i             (i) int32 1 2 3 4 5 6 7 8 ... 249 250 251 252 253 254 255 256
    lat           (j, i) float32 76.3555 76.29813 ... -77.39489 -77.53923
    lon           (j, i) float32 312.7453 312.30536 ... 132.536 133.77249
Dimensions without coordinates: bnds, vertices
Data variables:
    time_bnds     (time, bnds) float64 0.0 31.0 31.0 ... 1.093e+04 1.096e+04
    lat_vertices  (j, i, vertices) float32 ...
    lon_vertices  (j, i, vertices) float32 ...
    snd           (time, j, i) float32 ...
Attributes:
    institution:            Max Planck Institute for Meteorology
    institute_id:           MPI-M
    experiment_id:          decadal1980
    source:                 MPI-ESM-LR 2011; URL: http://svn.zmaw.de/svn/cosm...
    model_id:               MPI-ESM-LR
    forcing:                GHG Oz SD Sl Vl LU
    parent_experiment_id:   N/A
    parent_experiment_rip:  N/A
    branch_time:            0.0
    contact:                cmip5-mpi-esm@dkrz.de
    history:                Model raw output postprocessing with modelling en...
    references:             ECHAM6: n/a; JSBACH: Raddatz et al., 2007. Will t...
    initialization_method:  1
    physics_version:        1
    tracking_id:            ec8cac30-9db1-4652-bda0-505bfc9256a1
    product:                output
    experiment:             10- or 30-year run initialized in year 1980
    frequency:              mon
    creation_date:          2011-11-09T08:53:05Z
    Conventions:            CF-1.4
    project_id:             CMIP5
    table_id:               Table OImon (27 April 2011) f04ba250f3acd5b9e847c...
    title:                  MPI-ESM-LR model output prepared for CMIP5 10- or...
    parent_experiment:      N/A
    modeling_realm:         seaIce
    realization:            3
    cmor_version:           2.6.0xarray.Dataset
- bnds: 2
 - i: 256
 - j: 220
 - time: 360
 - vertices: 4
 
- time(time)float6415.5 45.0 ... 1.091e+04 1.094e+04
- bounds :
 - time_bnds
 - units :
 - days since 1981-1-1 00:00:00
 - calendar :
 - proleptic_gregorian
 - axis :
 - T
 - long_name :
 - time
 - standard_name :
 - time
 
array([ 15.5, 45. , 74.5, ..., 10880.5, 10911. , 10941.5])
 - j(j)int321 2 3 4 5 6 ... 216 217 218 219 220
- units :
 - 1
 - long_name :
 - cell index along second dimension
 
array([ 1, 2, 3, ..., 218, 219, 220], dtype=int32)
 - i(i)int321 2 3 4 5 6 ... 252 253 254 255 256
- units :
 - 1
 - long_name :
 - cell index along first dimension
 
array([ 1, 2, 3, ..., 254, 255, 256], dtype=int32)
 - lat(j, i)float32...
- standard_name :
 - latitude
 - long_name :
 - latitude coordinate
 - units :
 - degrees_north
 - bounds :
 - lat_vertices
 
array([[ 76.3555 , 76.29813 , 76.237434, ..., 76.409485, 76.3555 , 76.29813 ], [ 76.46096 , 76.40167 , 76.33902 , ..., 76.51672 , 76.46096 , 76.40167 ], [ 76.56885 , 76.507576, 76.44281 , ..., 76.62646 , 76.56885 , 76.507576], ..., [-76.837296, -76.98274 , -77.129196, ..., -76.69287 , -76.837296, -76.98274 ], [-77.1204 , -77.26531 , -77.41123 , ..., -76.97653 , -77.1204 , -77.26531 ], [-77.39489 , -77.53923 , -77.68463 , ..., -77.251656, -77.39489 , -77.53923 ]], dtype=float32) - lon(j, i)float32...
- standard_name :
 - longitude
 - long_name :
 - longitude coordinate
 - units :
 - degrees_east
 - bounds :
 - lon_vertices
 
array([[312.7453 , 312.30536, 311.87543, ..., 313.19467, 312.7453 , 312.30536], [312.5059 , 312.05258, 311.6097 , ..., 312.9692 , 312.5059 , 312.05258], [312.2567 , 311.78952, 311.33325, ..., 312.7344 , 312.2567 , 311.78952], ..., [133.83945, 135.09993, 136.3721 , ..., 132.59015, 133.83945, 135.09993], [133.19337, 134.44212, 135.70247, ..., 131.95583, 133.19337, 134.44212], [132.536 , 133.77249, 135.0206 , ..., 131.3106 , 132.536 , 133.77249]], dtype=float32) 
- time_bnds(time, bnds)float64...
array([[ 0., 31.], [ 31., 59.], [ 59., 90.], ..., [10865., 10896.], [10896., 10926.], [10926., 10957.]]) - lat_vertices(j, i, vertices)float32...
- units :
 - degrees_north
 
[225280 values with dtype=float32]
 - lon_vertices(j, i, vertices)float32...
- units :
 - degrees_east
 
[225280 values with dtype=float32]
 - snd(time, j, i)float32...
- standard_name :
 - surface_snow_thickness
 - long_name :
 - Snow Depth
 - comment :
 - the mean thickness of snow in the ocean portion of the grid cell (averaging over the entire ocean portion, including the snow-free ocean fraction). Reported as 0.0 in regions free of snow-covered sea ice.
 - units :
 - m
 - cell_methods :
 - time: mean area: mean where sea
 - cell_measures :
 - area: areacello
 - associated_files :
 - baseURL: http://cmip-pcmdi.llnl.gov/CMIP5/dataLocation gridspecFile: gridspec_seaIce_fx_MPI-ESM-LR_decadal1980_r0i0p0.nc areacello: areacello_fx_MPI-ESM-LR_decadal1980_r0i0p0.nc
 
[20275200 values with dtype=float32]
 
- institution :
 - Max Planck Institute for Meteorology
 - institute_id :
 - MPI-M
 - experiment_id :
 - decadal1980
 - source :
 - MPI-ESM-LR 2011; URL: http://svn.zmaw.de/svn/cosmos/branches/releases/mpi-esm-cmip5/src/mod; atmosphere: ECHAM6 (REV: 4873), T63L47; land: JSBACH (REV: 4873); ocean: MPIOM (REV: 4873), GR15L40; sea ice: 4873; marine bgc: HAMOCC (REV: 4873);
 - model_id :
 - MPI-ESM-LR
 - forcing :
 - GHG Oz SD Sl Vl LU
 - parent_experiment_id :
 - N/A
 - parent_experiment_rip :
 - N/A
 - branch_time :
 - 0.0
 - contact :
 - cmip5-mpi-esm@dkrz.de
 - history :
 - Model raw output postprocessing with modelling environment (IMDI) at DKRZ: URL: http://svn-mad.zmaw.de/svn/mad/Model/IMDI/trunk, REV: 3993 2011-11-09T08:53:03Z CMOR rewrote data to comply with CF standards and CMIP5 requirements.
 - references :
 - ECHAM6: n/a; JSBACH: Raddatz et al., 2007. Will the tropical land biosphere dominate the climate-carbon cycle feedback during the twenty first century? Climate Dynamics, 29, 565-574, doi 10.1007/s00382-007-0247-8; MPIOM: Marsland et al., 2003. The Max-Planck-Institute global ocean/sea ice model with orthogonal curvilinear coordinates. Ocean Modelling, 5, 91-127; HAMOCC: Technical Documentation, http://www.mpimet.mpg.de/fileadmin/models/MPIOM/HAMOCC5.1_TECHNICAL_REPORT.pdf;
 - initialization_method :
 - 1
 - physics_version :
 - 1
 - tracking_id :
 - ec8cac30-9db1-4652-bda0-505bfc9256a1
 - product :
 - output
 - experiment :
 - 10- or 30-year run initialized in year 1980
 - frequency :
 - mon
 - creation_date :
 - 2011-11-09T08:53:05Z
 - Conventions :
 - CF-1.4
 - project_id :
 - CMIP5
 - table_id :
 - Table OImon (27 April 2011) f04ba250f3acd5b9e847c21d5752eb85
 - title :
 - MPI-ESM-LR model output prepared for CMIP5 10- or 30-year run initialized in year 1980
 - parent_experiment :
 - N/A
 - modeling_realm :
 - seaIce
 - realization :
 - 3
 - cmor_version :
 - 2.6.0
 
