EC-EARTH 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_EC-EARTH_historical_r2i1p1.yaml")
ds=cat.netcdf.read()
        Metadata
| title | EC-EARTH model output prepared for CMIP5 historical | 
| location | /shared/cmip5/data/historical/atmos/mon/Amon/hfss/ICHEC.EC-EARTH/r2i1p1 | 
| tags | gridded,global,model,monthly | 
| catalog_dir | https://raw.githubusercontent.com/kpegion/COLA-DATASETS-CATALOG/gh-pages/intake-catalogs/hfss_Amon_EC-EARTH_historical_r2i1p1.yaml | 
| last updated | 2017-08-18 | 
Dataset Contents
<xarray.Dataset>
Dimensions:    (bnds: 2, lat: 160, lon: 320, time: 1956)
Coordinates:
  * time       (time) float64 15.5 45.0 74.5 ... 5.946e+04 5.949e+04 5.952e+04
  * lat        (lat) float64 -89.14 -88.03 -86.91 -85.79 ... 86.91 88.03 89.14
  * lon        (lon) float64 0.0 1.125 2.25 3.375 ... 355.5 356.6 357.8 358.9
Dimensions without coordinates: bnds
Data variables:
    time_bnds  (time, bnds) float64 dask.array<chunksize=(600, 2), meta=np.ndarray>
    lat_bnds   (time, lat, bnds) float64 dask.array<chunksize=(600, 160, 2), meta=np.ndarray>
    lon_bnds   (time, lon, bnds) float64 dask.array<chunksize=(600, 320, 2), meta=np.ndarray>
    hfss       (time, lat, lon) float32 dask.array<chunksize=(600, 160, 320), meta=np.ndarray>
Attributes:
    institution:            EC-EARTH (European Earth System Model)
    institute_id:           ICHEC
    experiment_id:          historical
    source:                 EC-EARTH 2.3 (2011); atmosphere: IFS (cy31R1+modi...
    model_id:               EC-EARTH
    forcing:                Nat,Ant
    parent_experiment_id:   piControl
    parent_experiment_rip:  r2i1p1
    branch_time:            2265.0
    contact:                Alastair McKinstry <alastair.mckinstry@ichec.ie>
    history:                SMHI historical experiment, 2012-04-27T14:41:08Z ...
    comment:                SMHI contact klaus.wyser-at-smhi.se
    references:             Model described by Hazeleger et al. (Bull. Amer. ...
    initialization_method:  1
    physics_version:        1
    tracking_id:            6b65a0fe-be47-4a87-8291-e6be746566b5
    product:                output
    experiment:             historical
    frequency:              mon
    creation_date:          2012-04-27T14:41:22Z
    Conventions:            CF-1.4
    project_id:             CMIP5
    table_id:               Table Amon (26 July 2011) b26379e76858ab98b927917...
    title:                  EC-EARTH model output prepared for CMIP5 historical
    parent_experiment:      pre-industrial control
    modeling_realm:         atmos
    realization:            2
    cmor_version:           2.8.0xarray.Dataset
- bnds: 2
 - lat: 160
 - lon: 320
 - time: 1956
 
- time(time)float6415.5 45.0 ... 5.949e+04 5.952e+04
- bounds :
 - time_bnds
 - units :
 - days since 1850-1-1
 - calendar :
 - gregorian
 - axis :
 - T
 - long_name :
 - time
 - standard_name :
 - time
 
array([1.55000e+01, 4.50000e+01, 7.45000e+01, ..., 5.94585e+04, 5.94890e+04, 5.95195e+04]) - lat(lat)float64-89.14 -88.03 ... 88.03 89.14
- bounds :
 - lat_bnds
 - units :
 - degrees_north
 - axis :
 - Y
 - long_name :
 - latitude
 - standard_name :
 - latitude
 
array([-89.14152, -88.02943, -86.91077, -85.79063, -84.66992, -83.54895, -82.42782, -81.30659, -80.18531, -79.06398, -77.94262, -76.82124, -75.69984, -74.57843, -73.45701, -72.33558, -71.21414, -70.09269, -68.97124, -67.84978, -66.72833, -65.60686, -64.4854 , -63.36393, -62.24246, -61.12099, -59.99952, -58.87804, -57.75657, -56.63509, -55.51361, -54.39214, -53.27066, -52.14917, -51.02769, -49.90621, -48.78473, -47.66325, -46.54176, -45.42028, -44.29879, -43.17731, -42.05582, -40.93434, -39.81285, -38.69137, -37.56988, -36.44839, -35.32691, -34.20542, -33.08393, -31.96244, -30.84096, -29.71947, -28.59798, -27.47649, -26.355 , -25.23351, -24.11203, -22.99054, -21.86905, -20.74756, -19.62607, -18.50458, -17.38309, -16.2616 , -15.14011, -14.01862, -12.89713, -11.77564, -10.65415, -9.53266, -8.41117, -7.28968, -6.16819, -5.0467 , -3.92521, -2.80372, -1.68223, -0.56074, 0.56074, 1.68223, 2.80372, 3.92521, 5.0467 , 6.16819, 7.28968, 8.41117, 9.53266, 10.65415, 11.77564, 12.89713, 14.01862, 15.14011, 16.2616 , 17.38309, 18.50458, 19.62607, 20.74756, 21.86905, 22.99054, 24.11203, 25.23351, 26.355 , 27.47649, 28.59798, 29.71947, 30.84096, 31.96244, 33.08393, 34.20542, 35.32691, 36.44839, 37.56988, 38.69137, 39.81285, 40.93434, 42.05582, 43.17731, 44.29879, 45.42028, 46.54176, 47.66325, 48.78473, 49.90621, 51.02769, 52.14917, 53.27066, 54.39214, 55.51361, 56.63509, 57.75657, 58.87804, 59.99952, 61.12099, 62.24246, 63.36393, 64.4854 , 65.60686, 66.72833, 67.84978, 68.97124, 70.09269, 71.21414, 72.33558, 73.45701, 74.57843, 75.69984, 76.82124, 77.94262, 79.06398, 80.18531, 81.30659, 82.42782, 83.54895, 84.66992, 85.79063, 86.91077, 88.02943, 89.14152]) - lon(lon)float640.0 1.125 2.25 ... 357.8 358.9
- bounds :
 - lon_bnds
 - units :
 - degrees_east
 - axis :
 - X
 - long_name :
 - longitude
 - standard_name :
 - longitude
 
array([ 0. , 1.125, 2.25 , ..., 356.625, 357.75 , 358.875])
 
- time_bnds(time, bnds)float64dask.array<chunksize=(600, 2), meta=np.ndarray>
Array Chunk Bytes 31.30 kB 12.10 kB Shape (1956, 2) (756, 2) Count 9 Tasks 3 Chunks Type float64 numpy.ndarray  - lat_bnds(time, lat, bnds)float64dask.array<chunksize=(600, 160, 2), meta=np.ndarray>
Array Chunk Bytes 5.01 MB 1.94 MB Shape (1956, 160, 2) (756, 160, 2) Count 12 Tasks 3 Chunks Type float64 numpy.ndarray  - lon_bnds(time, lon, bnds)float64dask.array<chunksize=(600, 320, 2), meta=np.ndarray>
Array Chunk Bytes 10.01 MB 3.87 MB Shape (1956, 320, 2) (756, 320, 2) Count 12 Tasks 3 Chunks Type float64 numpy.ndarray  - hfss(time, lat, lon)float32dask.array<chunksize=(600, 160, 320), meta=np.ndarray>
- standard_name :
 - surface_upward_sensible_heat_flux
 - long_name :
 - Surface Upward Sensible Heat Flux
 - units :
 - W m-2
 - original_name :
 - SSHF
 - cell_methods :
 - time: mean (interval: 3 hours)
 - cell_measures :
 - area: areacella
 - history :
 - 2012-04-27T14:41:22Z altered by CMOR: replaced missing value flag (1e+28) with standard missing value (1e+20). 2012-04-27T14:41:22Z altered by CMOR: Inverted axis: lat.
 - associated_files :
 - baseURL: http://cmip-pcmdi.llnl.gov/CMIP5/dataLocation gridspecFile: gridspec_atmos_fx_EC-EARTH_historical_r0i0p0.nc areacella: areacella_fx_EC-EARTH_historical_r0i0p0.nc
 
Array Chunk Bytes 400.59 MB 154.83 MB Shape (1956, 160, 320) (756, 160, 320) Count 9 Tasks 3 Chunks Type float32 numpy.ndarray  
- institution :
 - EC-EARTH (European Earth System Model)
 - institute_id :
 - ICHEC
 - experiment_id :
 - historical
 - source :
 - EC-EARTH 2.3 (2011); atmosphere: IFS (cy31R1+modifications, T159L62); ocean: NEMO (version2+modifications, ORCA1-42lev); sea ice: LIM2; land: HTessel
 - model_id :
 - EC-EARTH
 - forcing :
 - Nat,Ant
 - parent_experiment_id :
 - piControl
 - parent_experiment_rip :
 - r2i1p1
 - branch_time :
 - 2265.0
 - contact :
 - Alastair McKinstry <alastair.mckinstry@ichec.ie>
 - history :
 - SMHI historical experiment, 2012-04-27T14:41:08Z CMOR rewrote data to comply with CF standards and CMIP5 requirements.
 - comment :
 - SMHI contact klaus.wyser-at-smhi.se
 - references :
 - Model described by Hazeleger et al. (Bull. Amer. Meteor. Soc., 2010, 91, 1357-1363). Also see http://ecearth.knmi.nl.
 - initialization_method :
 - 1
 - physics_version :
 - 1
 - tracking_id :
 - 6b65a0fe-be47-4a87-8291-e6be746566b5
 - product :
 - output
 - experiment :
 - historical
 - frequency :
 - mon
 - creation_date :
 - 2012-04-27T14:41:22Z
 - Conventions :
 - CF-1.4
 - project_id :
 - CMIP5
 - table_id :
 - Table Amon (26 July 2011) b26379e76858ab98b927917878a63d01
 - title :
 - EC-EARTH model output prepared for CMIP5 historical
 - parent_experiment :
 - pre-industrial control
 - modeling_realm :
 - atmos
 - realization :
 - 2
 - cmor_version :
 - 2.8.0
 
