IPSL-CM5A-MR 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_IPSL-CM5A-MR_historical_r1i1p1.yaml")
ds=cat.netcdf.read()
        Metadata
| title | IPSL-CM5A-MR model output prepared for CMIP5 historical | 
| location | /shared/cmip5/data/historical/atmos/mon/Amon/hfss/IPSL.IPSL-CM5A-MR/r1i1p1 | 
| tags | gridded,global,model,monthly | 
| catalog_dir | https://raw.githubusercontent.com/kpegion/COLA-DATASETS-CATALOG/gh-pages/intake-catalogs/hfss_Amon_IPSL-CM5A-MR_historical_r1i1p1.yaml | 
| last updated | 2013-05-28 | 
Dataset Contents
<xarray.Dataset>
Dimensions:    (bnds: 2, lat: 143, lon: 144, time: 1872)
Coordinates:
  * time       (time) float64 15.5 45.0 74.5 ... 5.686e+04 5.689e+04 5.692e+04
  * lat        (lat) float64 -90.0 -88.73 -87.46 -86.2 ... 86.2 87.46 88.73 90.0
  * lon        (lon) float64 0.0 2.5 5.0 7.5 10.0 ... 350.0 352.5 355.0 357.5
Dimensions without coordinates: bnds
Data variables:
    time_bnds  (time, bnds) float64 0.0 31.0 31.0 ... 5.691e+04 5.694e+04
    lat_bnds   (lat, bnds) float64 -90.0 -89.37 -89.37 ... 89.37 89.37 90.0
    lon_bnds   (lon, bnds) float64 -1.25 1.25 1.25 3.75 ... 356.2 356.2 358.8
    hfss       (time, lat, lon) float32 ...
Attributes:
    institution:            IPSL (Institut Pierre Simon Laplace, Paris, France)
    institute_id:           IPSL
    experiment_id:          historical
    source:                 IPSL-CM5A-MR (2010) : atmos : LMDZ4 (LMDZ4_v5, 14...
    model_id:               IPSL-CM5A-MR
    forcing:                Nat,Ant,GHG,SA,Oz,LU,SS,Ds,BC,MD,OC,AA
    parent_experiment_id:   piControl
    parent_experiment_rip:  r1i1p1
    branch_time:            1850.0
    contact:                ipsl-cmip5 _at_ ipsl.jussieu.fr Data manager : Se...
    comment:                This 20th century simulation include natural and ...
    references:             Model documentation and further reference availab...
    initialization_method:  1
    physics_version:        1
    tracking_id:            b9d203fa-d2ab-434d-9fcb-3db6c12e3110
    product:                output
    experiment:             historical
    frequency:              mon
    creation_date:          2011-09-23T01:19:57Z
    history:                2011-09-23T01:19:57Z CMOR rewrote data to comply ...
    Conventions:            CF-1.4
    project_id:             CMIP5
    table_id:               Table Amon (31 January 2011) 53b766a395ac41696af4...
    title:                  IPSL-CM5A-MR model output prepared for CMIP5 hist...
    parent_experiment:      pre-industrial control
    modeling_realm:         atmos
    realization:            1
    cmor_version:           2.7.1xarray.Dataset
- bnds: 2
 - lat: 143
 - lon: 144
 - time: 1872
 
- time(time)float6415.5 45.0 ... 5.689e+04 5.692e+04
- bounds :
 - time_bnds
 - units :
 - days since 1850-01-01 00:00:00
 - calendar :
 - noleap
 - axis :
 - T
 - long_name :
 - time
 - standard_name :
 - time
 
array([1.55000e+01, 4.50000e+01, 7.45000e+01, ..., 5.68635e+04, 5.68940e+04, 5.69245e+04]) - lat(lat)float64-90.0 -88.73 -87.46 ... 88.73 90.0
- bounds :
 - lat_bnds
 - units :
 - degrees_north
 - axis :
 - Y
 - long_name :
 - latitude
 - standard_name :
 - latitude
 
array([-90. , -88.732391, -87.46479 , -86.197182, -84.929581, -83.661972, -82.394363, -81.126762, -79.859154, -78.591553, -77.323944, -76.056335, -74.788734, -73.521126, -72.253525, -70.985916, -69.718307, -68.450706, -67.183098, -65.915489, -64.647888, -63.380283, -62.112675, -60.84507 , -59.577465, -58.30986 , -57.042255, -55.774647, -54.507042, -53.239437, -51.971832, -50.704224, -49.436619, -48.169014, -46.901409, -45.633804, -44.366196, -43.098591, -41.830986, -40.563381, -39.295776, -38.028168, -36.760563, -35.492958, -34.225353, -32.957745, -31.690142, -30.422535, -29.15493 , -27.887323, -26.619719, -25.352112, -24.084507, -22.816902, -21.549295, -20.281691, -19.014084, -17.746479, -16.478872, -15.211267, -13.943662, -12.676056, -11.408451, -10.140845, -8.87324 , -7.605634, -6.338028, -5.070423, -3.802817, -2.535211, -1.267606, 0. , 1.267606, 2.535211, 3.802817, 5.070423, 6.338028, 7.605634, 8.87324 , 10.140845, 11.408451, 12.676056, 13.943662, 15.211267, 16.478872, 17.746479, 19.014084, 20.281691, 21.549295, 22.816902, 24.084507, 25.352112, 26.619719, 27.887323, 29.15493 , 30.422535, 31.690142, 32.957745, 34.225353, 35.492958, 36.760563, 38.028168, 39.295776, 40.563381, 41.830986, 43.098591, 44.366196, 45.633804, 46.901409, 48.169014, 49.436619, 50.704224, 51.971832, 53.239437, 54.507042, 55.774647, 57.042255, 58.30986 , 59.577465, 60.84507 , 62.112675, 63.380283, 64.647888, 65.915489, 67.183098, 68.450706, 69.718307, 70.985916, 72.253525, 73.521126, 74.788734, 76.056335, 77.323944, 78.591553, 79.859154, 81.126762, 82.394363, 83.661972, 84.929581, 86.197182, 87.46479 , 88.732391, 90. ]) - lon(lon)float640.0 2.5 5.0 ... 352.5 355.0 357.5
- bounds :
 - lon_bnds
 - units :
 - degrees_east
 - axis :
 - X
 - long_name :
 - longitude
 - standard_name :
 - longitude
 
array([ 0. , 2.5, 5. , 7.5, 10. , 12.5, 15. , 17.5, 20. , 22.5, 25. , 27.5, 30. , 32.5, 35. , 37.5, 40. , 42.5, 45. , 47.5, 50. , 52.5, 55. , 57.5, 60. , 62.5, 65. , 67.5, 70. , 72.5, 75. , 77.5, 80. , 82.5, 85. , 87.5, 90. , 92.5, 95. , 97.5, 100. , 102.5, 105. , 107.5, 110. , 112.5, 115. , 117.5, 120. , 122.5, 125. , 127.5, 130. , 132.5, 135. , 137.5, 140. , 142.5, 145. , 147.5, 150. , 152.5, 155. , 157.5, 160. , 162.5, 165. , 167.5, 170. , 172.5, 175. , 177.5, 180. , 182.5, 185. , 187.5, 190. , 192.5, 195. , 197.5, 200. , 202.5, 205. , 207.5, 210. , 212.5, 215. , 217.5, 220. , 222.5, 225. , 227.5, 230. , 232.5, 235. , 237.5, 240. , 242.5, 245. , 247.5, 250. , 252.5, 255. , 257.5, 260. , 262.5, 265. , 267.5, 270. , 272.5, 275. , 277.5, 280. , 282.5, 285. , 287.5, 290. , 292.5, 295. , 297.5, 300. , 302.5, 305. , 307.5, 310. , 312.5, 315. , 317.5, 320. , 322.5, 325. , 327.5, 330. , 332.5, 335. , 337.5, 340. , 342.5, 345. , 347.5, 350. , 352.5, 355. , 357.5]) 
- time_bnds(time, bnds)float64...
array([[0.0000e+00, 3.1000e+01], [3.1000e+01, 5.9000e+01], [5.9000e+01, 9.0000e+01], ..., [5.6848e+04, 5.6879e+04], [5.6879e+04, 5.6909e+04], [5.6909e+04, 5.6940e+04]]) - lat_bnds(lat, bnds)float64...
array([[-90. , -89.366196], [-89.366196, -88.098587], [-88.098587, -86.830986], ..., [ 86.830986, 88.098587], [ 88.098587, 89.366196], [ 89.366196, 90. ]]) - lon_bnds(lon, bnds)float64...
array([[ -1.25, 1.25], [ 1.25, 3.75], [ 3.75, 6.25], ..., [351.25, 353.75], [353.75, 356.25], [356.25, 358.75]]) - 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 :
 - sens
 - original_units :
 - W/m2
 - history :
 - 2011-09-23T01:19:56Z altered by CMOR: Converted units from 'W/m2' to 'W m-2'. 2011-09-23T01:19:56Z altered by CMOR: Changed sign. 2011-09-23T01:19:56Z altered by CMOR: replaced missing value flag (9.96921e+36) with standard missing value (1e+20). 2011-09-23T01:19:57Z altered by CMOR: Inverted axis: lat.
 - cell_methods :
 - time: mean (interval: 30 minutes)
 - cell_measures :
 - area: areacella
 - associated_files :
 - baseURL: http://cmip-pcmdi.llnl.gov/CMIP5/dataLocation gridspecFile: gridspec_atmos_fx_IPSL-CM5A-MR_historical_r0i0p0.nc areacella: areacella_fx_IPSL-CM5A-MR_historical_r0i0p0.nc
 
[38548224 values with dtype=float32]
 
- institution :
 - IPSL (Institut Pierre Simon Laplace, Paris, France)
 - institute_id :
 - IPSL
 - experiment_id :
 - historical
 - source :
 - IPSL-CM5A-MR (2010) : atmos : LMDZ4 (LMDZ4_v5, 144x143x39); ocean : ORCA2 (NEMOV2_3, 2x2L31); seaIce : LIM2 (NEMOV2_3); ocnBgchem : PISCES (NEMOV2_3); land : ORCHIDEE (orchidee_1_9_4_AR5)
 - model_id :
 - IPSL-CM5A-MR
 - forcing :
 - Nat,Ant,GHG,SA,Oz,LU,SS,Ds,BC,MD,OC,AA
 - parent_experiment_id :
 - piControl
 - parent_experiment_rip :
 - r1i1p1
 - branch_time :
 - 1850.0
 - contact :
 - ipsl-cmip5 _at_ ipsl.jussieu.fr Data manager : Sebastien Denvil
 - comment :
 - This 20th century simulation include natural and anthropogenic forcings.
 - references :
 - Model documentation and further reference available here : http://icmc.ipsl.fr
 - initialization_method :
 - 1
 - physics_version :
 - 1
 - tracking_id :
 - b9d203fa-d2ab-434d-9fcb-3db6c12e3110
 - product :
 - output
 - experiment :
 - historical
 - frequency :
 - mon
 - creation_date :
 - 2011-09-23T01:19:57Z
 - history :
 - 2011-09-23T01:19:57Z CMOR rewrote data to comply with CF standards and CMIP5 requirements.
 - Conventions :
 - CF-1.4
 - project_id :
 - CMIP5
 - table_id :
 - Table Amon (31 January 2011) 53b766a395ac41696af40aab76a49ae5
 - title :
 - IPSL-CM5A-MR model output prepared for CMIP5 historical
 - parent_experiment :
 - pre-industrial control
 - modeling_realm :
 - atmos
 - realization :
 - 1
 - cmor_version :
 - 2.7.1
 
