MIROC4h 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/tsnint_OImon_MIROC4h_decadal1980_r2i1p1.yaml")
ds=cat.netcdf.read()
        Metadata
| title | MIROC4h model output prepared for CMIP5 10- or 30-year run initialized in year 1980 | 
| location | /shared/cmip5/data/decadal1980/seaIce/mon/OImon/tsnint/MIROC.MIROC4h/r2i1p1 | 
| tags | gridded,global,model,monthly | 
| catalog_dir | https://raw.githubusercontent.com/kpegion/COLA-DATASETS-CATALOG/gh-pages/intake-catalogs/tsnint_OImon_MIROC4h_decadal1980_r2i1p1.yaml | 
| last updated | 2013-05-26 | 
Dataset Contents
<xarray.Dataset>
Dimensions:    (bnds: 2, lat: 960, lon: 1280, time: 360)
Coordinates:
  * time       (time) float64 15.5 45.0 74.5 ... 1.088e+04 1.091e+04 1.094e+04
  * lat        (lat) float64 -89.89 -89.66 -89.43 -89.22 ... 89.43 89.66 89.89
  * lon        (lon) float64 0.1406 0.4219 0.7031 0.9844 ... 359.3 359.6 359.9
Dimensions without coordinates: bnds
Data variables:
    time_bnds  (time, bnds) float64 dask.array<chunksize=(120, 2), meta=np.ndarray>
    lat_bnds   (time, lat, bnds) float64 dask.array<chunksize=(120, 960, 2), meta=np.ndarray>
    lon_bnds   (time, lon, bnds) float64 dask.array<chunksize=(120, 1280, 2), meta=np.ndarray>
    tsnint     (time, lat, lon) float32 dask.array<chunksize=(120, 960, 1280), meta=np.ndarray>
Attributes:
    institution:            AORI (Atmosphere and Ocean Research Institute, Th...
    institute_id:           MIROC
    experiment_id:          decadal1980
    source:                 MIROC4h 2009 atmosphere: AGCM (AGCM5.8, T213L56);...
    model_id:               MIROC4h
    forcing:                GHG, SA, Oz, LU, Sl, Vl, SS, Ds, BC, MD, OC (GHG ...
    parent_experiment_id:   N/A
    parent_experiment_rip:  N/A
    branch_time:            0.0
    contact:                Masahide Kimoto (kimoto@aori.u-tokyo.ac.jp), Masa...
    references:             Sakamoto et al., 2011: MIROC4h -- a new high-reso...
    initialization_method:  1
    physics_version:        1
    tracking_id:            74d644be-2a36-4c47-8242-6c1806dc673d
    product:                output
    experiment:             10- or 30-year run initialized in year 1980
    frequency:              mon
    creation_date:          2011-06-13T20:44:31Z
    history:                2011-06-13T20:44:31Z CMOR rewrote data to comply ...
    Conventions:            CF-1.4
    project_id:             CMIP5
    table_id:               Table OImon (11 April 2011) c685058342b6615c12d34...
    title:                  MIROC4h model output prepared for CMIP5 10- or 30...
    parent_experiment:      N/A
    modeling_realm:         seaIce
    realization:            2
    cmor_version:           2.5.8xarray.Dataset
- bnds: 2
 - lat: 960
 - lon: 1280
 - time: 360
 
- time(time)float6415.5 45.0 ... 1.091e+04 1.094e+04
- bounds :
 - time_bnds
 - units :
 - days since 1981-1-1
 - calendar :
 - gregorian
 - axis :
 - T
 - long_name :
 - time
 - standard_name :
 - time
 
array([ 15.5, 45. , 74.5, ..., 10880.5, 10911. , 10941.5])
 - lat(lat)float64-89.89 -89.66 ... 89.66 89.89
- bounds :
 - lat_bnds
 - units :
 - degrees_north
 - axis :
 - Y
 - long_name :
 - latitude
 - standard_name :
 - latitude
 
array([-89.885216, -89.655647, -89.426078, ..., 89.426078, 89.655647, 89.885216]) - lon(lon)float640.1406 0.4219 ... 359.6 359.9
- bounds :
 - lon_bnds
 - units :
 - degrees_east
 - axis :
 - X
 - long_name :
 - longitude
 - standard_name :
 - longitude
 
array([1.406250e-01, 4.218750e-01, 7.031250e-01, ..., 3.592969e+02, 3.595781e+02, 3.598594e+02]) 
- time_bnds(time, bnds)float64dask.array<chunksize=(120, 2), meta=np.ndarray>
Array Chunk Bytes 5.76 kB 1.92 kB Shape (360, 2) (120, 2) Count 9 Tasks 3 Chunks Type float64 numpy.ndarray  - lat_bnds(time, lat, bnds)float64dask.array<chunksize=(120, 960, 2), meta=np.ndarray>
Array Chunk Bytes 5.53 MB 1.84 MB Shape (360, 960, 2) (120, 960, 2) Count 12 Tasks 3 Chunks Type float64 numpy.ndarray  - lon_bnds(time, lon, bnds)float64dask.array<chunksize=(120, 1280, 2), meta=np.ndarray>
Array Chunk Bytes 7.37 MB 2.46 MB Shape (360, 1280, 2) (120, 1280, 2) Count 12 Tasks 3 Chunks Type float64 numpy.ndarray  - tsnint(time, lat, lon)float32dask.array<chunksize=(120, 960, 1280), meta=np.ndarray>
- standard_name :
 - sea_ice_surface_temperature
 - long_name :
 - Temperature at Interface Between Sea Ice and Snow
 - comment :
 - When computing the time-mean here, the time-samples, weighted by the area of snow-covered sea ice in the grid cell, are accumulated and then divided by the sum of the weights. Reported as ""missing"" in regions free of snow-covered sea ice.
 - units :
 - K
 - original_name :
 - COTISI
 - cell_methods :
 - time: mean (weighted by area of snow-covered sea ice)
 - cell_measures :
 - area: areacello
 - history :
 - 2011-06-13T20:44:31Z altered by CMOR: replaced missing value flag (-999) with standard missing value (1e+20). 2011-06-13T20:44:31Z altered by CMOR: Inverted axis: lat.
 - associated_files :
 - baseURL: http://cmip-pcmdi.llnl.gov/CMIP5/dataLocation gridspecFile: gridspec_seaIce_fx_MIROC4h_decadal1980_r0i0p0.nc areacello: areacello_fx_MIROC4h_decadal1980_r0i0p0.nc
 
Array Chunk Bytes 1.77 GB 589.82 MB Shape (360, 960, 1280) (120, 960, 1280) Count 9 Tasks 3 Chunks Type float32 numpy.ndarray  
- institution :
 - AORI (Atmosphere and Ocean Research Institute, The University of Tokyo, Chiba, Japan), NIES (National Institute for Environmental Studies, Ibaraki, Japan), and JAMSTEC (Japan Agency for Marine-Earth Science and Technology, Kanagawa, Japan)
 - institute_id :
 - MIROC
 - experiment_id :
 - decadal1980
 - source :
 - MIROC4h 2009 atmosphere: AGCM (AGCM5.8, T213L56); ocean: COCO (COCO3.4, rotated pole 1280x912 L48); sea ice: COCO (COCO3.4); land: MATSIRO (MATSIRO, 2x3L5)
 - model_id :
 - MIROC4h
 - forcing :
 - GHG, SA, Oz, LU, Sl, Vl, SS, Ds, BC, MD, OC (GHG includes CO2, N2O, methane, and fluorocarbons; Oz includes OH and H2O2)
 - parent_experiment_id :
 - N/A
 - parent_experiment_rip :
 - N/A
 - branch_time :
 - 0.0
 - contact :
 - Masahide Kimoto (kimoto@aori.u-tokyo.ac.jp), Masayoshi Ishii (ism@jamstec.go.jp)
 - references :
 - Sakamoto et al., 2011: MIROC4h -- a new high-resolution atmosphere-ocean coupled general circulation model. (in preparation); Tatebe et al., 2011: (in preparation)
 - initialization_method :
 - 1
 - physics_version :
 - 1
 - tracking_id :
 - 74d644be-2a36-4c47-8242-6c1806dc673d
 - product :
 - output
 - experiment :
 - 10- or 30-year run initialized in year 1980
 - frequency :
 - mon
 - creation_date :
 - 2011-06-13T20:44:31Z
 - history :
 - 2011-06-13T20:44:31Z CMOR rewrote data to comply with CF standards and CMIP5 requirements.
 - Conventions :
 - CF-1.4
 - project_id :
 - CMIP5
 - table_id :
 - Table OImon (11 April 2011) c685058342b6615c12d34dc34a53e6fa
 - title :
 - MIROC4h model output prepared for CMIP5 10- or 30-year run initialized in year 1980
 - parent_experiment :
 - N/A
 - modeling_realm :
 - seaIce
 - realization :
 - 2
 - cmor_version :
 - 2.5.8
 
