MIROC4h model output prepared for CMIP5 historical
Load in Python
from intake import open_catalog
cat = open_catalog("https://raw.githubusercontent.com/kpegion/COLA-DATASETS-CATALOG/gh-pages/intake-catalogs/hfss_Amon_MIROC4h_historical_r1i1p1.yaml")
ds=cat.netcdf.read()
        Metadata
| title | MIROC4h model output prepared for CMIP5 historical | 
| location | /shared/cmip5/data/historical/atmos/mon/Amon/hfss/MIROC.MIROC4h/r1i1p1 | 
| tags | gridded,global,model,monthly | 
| catalog_dir | https://raw.githubusercontent.com/kpegion/COLA-DATASETS-CATALOG/gh-pages/intake-catalogs/hfss_Amon_MIROC4h_historical_r1i1p1.yaml | 
| last updated | 2013-06-14 | 
Dataset Contents
<xarray.Dataset>
Dimensions:    (bnds: 2, lat: 320, lon: 640, time: 672)
Coordinates:
  * time       (time) float64 15.5 45.0 74.5 ... 2.038e+04 2.041e+04 2.044e+04
  * lat        (lat) float64 -89.57 -89.01 -88.45 -87.89 ... 88.45 89.01 89.57
  * lon        (lon) float64 0.0 0.5625 1.125 1.688 ... 357.8 358.3 358.9 359.4
Dimensions without coordinates: bnds
Data variables:
    time_bnds  (time, bnds) float64 dask.array<chunksize=(12, 2), meta=np.ndarray>
    lat_bnds   (time, lat, bnds) float64 dask.array<chunksize=(12, 320, 2), meta=np.ndarray>
    lon_bnds   (time, lon, bnds) float64 dask.array<chunksize=(12, 640, 2), meta=np.ndarray>
    hfss       (time, lat, lon) float32 dask.array<chunksize=(12, 320, 640), meta=np.ndarray>
Attributes:
    institution:            AORI (Atmosphere and Ocean Research Institute, Th...
    institute_id:           MIROC
    experiment_id:          historical
    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:   piControl
    parent_experiment_rip:  r1i1p1
    branch_time:            14600.0
    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:            47670225-84da-44b3-89e0-19a191bab692
    product:                output
    experiment:             historical
    frequency:              mon
    creation_date:          2011-04-22T07:33:00Z
    history:                Thu Jul 28 14:16:28 2011: ncatted -a branch_time,...
    Conventions:            CF-1.4
    project_id:             CMIP5
    table_id:               Table Amon (11 April 2011) 1cfdc7322cf2f4a3261482...
    title:                  MIROC4h model output prepared for CMIP5 historical
    parent_experiment:      pre-industrial control
    modeling_realm:         atmos
    realization:            1
    cmor_version:           2.5.8xarray.Dataset
- bnds: 2
 - lat: 320
 - lon: 640
 - time: 672
 
- time(time)float6415.5 45.0 ... 2.041e+04 2.044e+04
- bounds :
 - time_bnds
 - units :
 - days since 1950-1-1
 - calendar :
 - gregorian
 - axis :
 - T
 - long_name :
 - time
 - standard_name :
 - time
 
array([1.55000e+01, 4.50000e+01, 7.45000e+01, ..., 2.03775e+04, 2.04080e+04, 2.04385e+04]) - lat(lat)float64-89.57 -89.01 ... 89.01 89.57
- bounds :
 - lat_bnds
 - units :
 - degrees_north
 - axis :
 - Y
 - long_name :
 - latitude
 - standard_name :
 - latitude
 
array([-89.57009 , -89.013176, -88.452974, ..., 88.452974, 89.013176, 89.57009 ]) - lon(lon)float640.0 0.5625 1.125 ... 358.9 359.4
- bounds :
 - lon_bnds
 - units :
 - degrees_east
 - axis :
 - X
 - long_name :
 - longitude
 - standard_name :
 - longitude
 
array([ 0. , 0.5625, 1.125 , ..., 358.3125, 358.875 , 359.4375])
 
- time_bnds(time, bnds)float64dask.array<chunksize=(12, 2), meta=np.ndarray>
Array Chunk Bytes 10.75 kB 1.92 kB Shape (672, 2) (120, 2) Count 21 Tasks 7 Chunks Type float64 numpy.ndarray  - lat_bnds(time, lat, bnds)float64dask.array<chunksize=(12, 320, 2), meta=np.ndarray>
Array Chunk Bytes 3.44 MB 614.40 kB Shape (672, 320, 2) (120, 320, 2) Count 28 Tasks 7 Chunks Type float64 numpy.ndarray  - lon_bnds(time, lon, bnds)float64dask.array<chunksize=(12, 640, 2), meta=np.ndarray>
Array Chunk Bytes 6.88 MB 1.23 MB Shape (672, 640, 2) (120, 640, 2) Count 28 Tasks 7 Chunks Type float64 numpy.ndarray  - hfss(time, lat, lon)float32dask.array<chunksize=(12, 320, 640), meta=np.ndarray>
- standard_name :
 - surface_upward_sensible_heat_flux
 - long_name :
 - Surface Upward Sensible Heat Flux
 - units :
 - W m-2
 - original_name :
 - SENS
 - original_units :
 - W/m**2
 - history :
 - 2011-04-22T07:33:00Z altered by CMOR: Converted units from 'W/m**2' to 'W m-2'. 2011-04-22T07:33:00Z altered by CMOR: replaced missing value flag (-999) with standard missing value (1e+20). 2011-04-22T07:33:00Z altered by CMOR: Inverted axis: lat.
 - cell_methods :
 - time: mean
 - cell_measures :
 - area: areacella
 - associated_files :
 - baseURL: http://cmip-pcmdi.llnl.gov/CMIP5/dataLocation gridspecFile: gridspec_atmos_fx_MIROC4h_historical_r0i0p0.nc areacella: areacella_fx_MIROC4h_historical_r0i0p0.nc
 
Array Chunk Bytes 550.50 MB 98.30 MB Shape (672, 320, 640) (120, 320, 640) Count 21 Tasks 7 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 :
 - historical
 - 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 :
 - piControl
 - parent_experiment_rip :
 - r1i1p1
 - branch_time :
 - 14600.0
 - 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 :
 - 47670225-84da-44b3-89e0-19a191bab692
 - product :
 - output
 - experiment :
 - historical
 - frequency :
 - mon
 - creation_date :
 - 2011-04-22T07:33:00Z
 - history :
 - Thu Jul 28 14:16:28 2011: ncatted -a branch_time,global,m,d,14600.0 hfss_Amon_MIROC4h_historical_r1i1p1_195001-195012.nc 2011-04-22T07:33:00Z CMOR rewrote data to comply with CF standards and CMIP5 requirements.
 - Conventions :
 - CF-1.4
 - project_id :
 - CMIP5
 - table_id :
 - Table Amon (11 April 2011) 1cfdc7322cf2f4a32614826fab42c1ab
 - title :
 - MIROC4h model output prepared for CMIP5 historical
 - parent_experiment :
 - pre-industrial control
 - modeling_realm :
 - atmos
 - realization :
 - 1
 - cmor_version :
 - 2.5.8
 
