HadGEM2-AO 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_HadGEM2-AO_historical_r1i1p1.yaml")
ds=cat.netcdf.read()
        Metadata
| title | HadGEM2-AO model output prepared for CMIP5 historical | 
| location | /shared/cmip5/data/historical/atmos/mon/Amon/hfss/NIMR-KMA.HadGEM2-AO/r1i1p1 | 
| tags | gridded,global,model,monthly | 
| catalog_dir | https://raw.githubusercontent.com/kpegion/COLA-DATASETS-CATALOG/gh-pages/intake-catalogs/hfss_Amon_HadGEM2-AO_historical_r1i1p1.yaml | 
| last updated | 2013-06-14 | 
Dataset Contents
<xarray.Dataset>
Dimensions:    (bnds: 2, lat: 145, lon: 192, time: 1752)
Coordinates:
  * time       (time) float64 15.0 45.0 75.0 ... 5.248e+04 5.252e+04 5.254e+04
  * lat        (lat) float64 -90.0 -88.75 -87.5 -86.25 ... 86.25 87.5 88.75 90.0
  * lon        (lon) float64 0.0 1.875 3.75 5.625 ... 352.5 354.4 356.2 358.1
Dimensions without coordinates: bnds
Data variables:
    time_bnds  (time, bnds) float64 0.0 30.0 30.0 ... 5.253e+04 5.256e+04
    lat_bnds   (lat, bnds) float64 -90.62 -89.38 -89.38 ... 89.38 89.38 90.62
    lon_bnds   (lon, bnds) float64 -0.9375 0.9375 0.9375 ... 357.2 357.2 359.1
    hfss       (time, lat, lon) float32 ...
Attributes:
    institution:            NIMR (National Institute of Meteorological Resear...
    institute_id:           NIMR-KMA
    experiment_id:          historical
    source:                 HadGEM2-AO r6.6.3 (2010): atmosphere:  HadGAM (Ha...
    model_id:               HadGEM2-AO
    forcing:                Nat, Ant, GHG, SA, Oz, LU, Sl, Vl, SS, Ds, BC, MD...
    parent_experiment_id:   piControl
    branch_time:            0.0
    contact:                Hyo-Shin Lee
    history:                Output from archive/hadgem2-ao. 2011-12-19T05:20:...
    references:             Model described by Johns et al. (J. Clim., 2006, ...
    initialization_method:  1
    physics_version:        1
    tracking_id:            ca22620f-3d83-47c7-b3fc-9eed87c55c86
    product:                output
    experiment:             historical
    frequency:              mon
    creation_date:          2011-12-19T05:20:36Z
    Conventions:            CF-1.4
    project_id:             CMIP5
    table_id:               Table Amon (08 July 2010) 0f29d14a72ad86a2466d830...
    title:                  HadGEM2-AO model output prepared for CMIP5 histor...
    parent_experiment:      pre-industrial control
    modeling_realm:         atmos
    realization:            1
    cmor_version:           2.0.1xarray.Dataset
- bnds: 2
 - lat: 145
 - lon: 192
 - time: 1752
 
- time(time)float6415.0 45.0 ... 5.252e+04 5.254e+04
- bounds :
 - time_bnds
 - units :
 - days since 1860-01-01
 - calendar :
 - 360_day
 - axis :
 - T
 - long_name :
 - time
 - standard_name :
 - time
 
array([1.5000e+01, 4.5000e+01, 7.5000e+01, ..., 5.2485e+04, 5.2515e+04, 5.2545e+04]) - lat(lat)float64-90.0 -88.75 -87.5 ... 88.75 90.0
- bounds :
 - lat_bnds
 - units :
 - degrees_north
 - axis :
 - Y
 - long_name :
 - latitude
 - standard_name :
 - latitude
 
array([-90. , -88.75, -87.5 , -86.25, -85. , -83.75, -82.5 , -81.25, -80. , -78.75, -77.5 , -76.25, -75. , -73.75, -72.5 , -71.25, -70. , -68.75, -67.5 , -66.25, -65. , -63.75, -62.5 , -61.25, -60. , -58.75, -57.5 , -56.25, -55. , -53.75, -52.5 , -51.25, -50. , -48.75, -47.5 , -46.25, -45. , -43.75, -42.5 , -41.25, -40. , -38.75, -37.5 , -36.25, -35. , -33.75, -32.5 , -31.25, -30. , -28.75, -27.5 , -26.25, -25. , -23.75, -22.5 , -21.25, -20. , -18.75, -17.5 , -16.25, -15. , -13.75, -12.5 , -11.25, -10. , -8.75, -7.5 , -6.25, -5. , -3.75, -2.5 , -1.25, 0. , 1.25, 2.5 , 3.75, 5. , 6.25, 7.5 , 8.75, 10. , 11.25, 12.5 , 13.75, 15. , 16.25, 17.5 , 18.75, 20. , 21.25, 22.5 , 23.75, 25. , 26.25, 27.5 , 28.75, 30. , 31.25, 32.5 , 33.75, 35. , 36.25, 37.5 , 38.75, 40. , 41.25, 42.5 , 43.75, 45. , 46.25, 47.5 , 48.75, 50. , 51.25, 52.5 , 53.75, 55. , 56.25, 57.5 , 58.75, 60. , 61.25, 62.5 , 63.75, 65. , 66.25, 67.5 , 68.75, 70. , 71.25, 72.5 , 73.75, 75. , 76.25, 77.5 , 78.75, 80. , 81.25, 82.5 , 83.75, 85. , 86.25, 87.5 , 88.75, 90. ]) - lon(lon)float640.0 1.875 3.75 ... 356.2 358.1
- bounds :
 - lon_bnds
 - units :
 - degrees_east
 - axis :
 - X
 - long_name :
 - longitude
 - standard_name :
 - longitude
 
array([ 0. , 1.875, 3.75 , 5.625, 7.5 , 9.375, 11.25 , 13.125, 15. , 16.875, 18.75 , 20.625, 22.5 , 24.375, 26.25 , 28.125, 30. , 31.875, 33.75 , 35.625, 37.5 , 39.375, 41.25 , 43.125, 45. , 46.875, 48.75 , 50.625, 52.5 , 54.375, 56.25 , 58.125, 60. , 61.875, 63.75 , 65.625, 67.5 , 69.375, 71.25 , 73.125, 75. , 76.875, 78.75 , 80.625, 82.5 , 84.375, 86.25 , 88.125, 90. , 91.875, 93.75 , 95.625, 97.5 , 99.375, 101.25 , 103.125, 105. , 106.875, 108.75 , 110.625, 112.5 , 114.375, 116.25 , 118.125, 120. , 121.875, 123.75 , 125.625, 127.5 , 129.375, 131.25 , 133.125, 135. , 136.875, 138.75 , 140.625, 142.5 , 144.375, 146.25 , 148.125, 150. , 151.875, 153.75 , 155.625, 157.5 , 159.375, 161.25 , 163.125, 165. , 166.875, 168.75 , 170.625, 172.5 , 174.375, 176.25 , 178.125, 180. , 181.875, 183.75 , 185.625, 187.5 , 189.375, 191.25 , 193.125, 195. , 196.875, 198.75 , 200.625, 202.5 , 204.375, 206.25 , 208.125, 210. , 211.875, 213.75 , 215.625, 217.5 , 219.375, 221.25 , 223.125, 225. , 226.875, 228.75 , 230.625, 232.5 , 234.375, 236.25 , 238.125, 240. , 241.875, 243.75 , 245.625, 247.5 , 249.375, 251.25 , 253.125, 255. , 256.875, 258.75 , 260.625, 262.5 , 264.375, 266.25 , 268.125, 270. , 271.875, 273.75 , 275.625, 277.5 , 279.375, 281.25 , 283.125, 285. , 286.875, 288.75 , 290.625, 292.5 , 294.375, 296.25 , 298.125, 300. , 301.875, 303.75 , 305.625, 307.5 , 309.375, 311.25 , 313.125, 315. , 316.875, 318.75 , 320.625, 322.5 , 324.375, 326.25 , 328.125, 330. , 331.875, 333.75 , 335.625, 337.5 , 339.375, 341.25 , 343.125, 345. , 346.875, 348.75 , 350.625, 352.5 , 354.375, 356.25 , 358.125]) 
- time_bnds(time, bnds)float64...
array([[0.000e+00, 3.000e+01], [3.000e+01, 6.000e+01], [6.000e+01, 9.000e+01], ..., [5.247e+04, 5.250e+04], [5.250e+04, 5.253e+04], [5.253e+04, 5.256e+04]]) - lat_bnds(lat, bnds)float64...
array([[-90.625, -89.375], [-89.375, -88.125], [-88.125, -86.875], ..., [ 86.875, 88.125], [ 88.125, 89.375], [ 89.375, 90.625]]) - lon_bnds(lon, bnds)float64...
array([[ -0.9375, 0.9375], [ 0.9375, 2.8125], [ 2.8125, 4.6875], ..., [353.4375, 355.3125], [355.3125, 357.1875], [357.1875, 359.0625]]) - hfss(time, lat, lon)float32...
- standard_name :
 - surface_upward_sensible_heat_flux
 - long_name :
 - Surface Upward Sensible Heat Flux
 - units :
 - W m-2
 - original_name :
 - HFSS
 - cell_methods :
 - time: mean (interval: 1 month)
 - cell_measures :
 - area: areacella
 - history :
 - 2011-12-19T05:20:35Z altered by CMOR: replaced missing value flag (-1.07374e+09) with standard missing value (1e+20).
 - associated_files :
 - baseURL: http://cmip-pcmdi.llnl.gov/CMIP5/dataLocation gridspecFile: gridspec_fx_HadGEM2-AO_historical_r0i0p0.nc areacella: areacella_fx_HadGEM2-AO_historical_r0i0p0.nc
 
[48775680 values with dtype=float32]
 
- institution :
 - NIMR (National Institute of Meteorological Research, Seoul, South Korea)
 - institute_id :
 - NIMR-KMA
 - experiment_id :
 - historical
 - source :
 - HadGEM2-AO r6.6.3 (2010): atmosphere: HadGAM (HadGAM2, N96L38); atm: HadGOM (HadGOM2, 1x1L40, increased res at Equator); sea ice: part of HadGOM2; land: MOSES-2
 - model_id :
 - HadGEM2-AO
 - forcing :
 - Nat, Ant, GHG, SA, Oz, LU, Sl, Vl, SS, Ds, BC, MD, OC
 - parent_experiment_id :
 - piControl
 - branch_time :
 - 0.0
 - contact :
 - Hyo-Shin Lee
 - history :
 - Output from archive/hadgem2-ao. 2011-12-19T05:20:36Z CMOR rewrote data to comply with CF standards and CMIP5 requirements.
 - references :
 - Model described by Johns et al. (J. Clim., 2006, 1327-1353). Also see http://www.metoffice.gov.uk/research/hadleycentre/pubs/HCTN/HCTN_54.pdf transient experiments described in Stott et al. (J. Clim., 2006, 2763-2782.)
 - initialization_method :
 - 1
 - physics_version :
 - 1
 - tracking_id :
 - ca22620f-3d83-47c7-b3fc-9eed87c55c86
 - product :
 - output
 - experiment :
 - historical
 - frequency :
 - mon
 - creation_date :
 - 2011-12-19T05:20:36Z
 - Conventions :
 - CF-1.4
 - project_id :
 - CMIP5
 - table_id :
 - Table Amon (08 July 2010) 0f29d14a72ad86a2466d830072657eac
 - title :
 - HadGEM2-AO model output prepared for CMIP5 historical
 - parent_experiment :
 - pre-industrial control
 - modeling_realm :
 - atmos
 - realization :
 - 1
 - cmor_version :
 - 2.0.1
 
