HadGEM2-ES 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/hus_Amon_HadGEM2-ES_historical_r4i1p1.yaml")
ds=cat.netcdf.read()Metadata
| title | HadGEM2-ES model output prepared for CMIP5 historical |
| location | /shared/cmip5/data/historical/atmos/mon/Amon/hus/MOHC.HadGEM2-ES/r4i1p1 |
| tags | gridded,global,model,monthly |
| catalog_dir | https://raw.githubusercontent.com/kpegion/COLA-DATASETS-CATALOG/gh-pages/intake-catalogs/hus_Amon_HadGEM2-ES_historical_r4i1p1.yaml |
| last updated | 2017-07-11 |
Dataset Contents
<xarray.Dataset>
Dimensions: (bnds: 2, lat: 144, lon: 192, plev: 17, time: 1752)
Coordinates:
* time (time) float64 15.0 45.0 75.0 ... 5.248e+04 5.252e+04 5.254e+04
* plev (plev) float64 1e+05 9.25e+04 8.5e+04 7e+04 ... 3e+03 2e+03 1e+03
* lat (lat) float64 -89.38 -88.12 -86.88 -85.62 ... 86.88 88.12 89.38
* lon (lon) float64 0.9375 2.812 4.688 6.562 ... 355.3 357.2 359.1
Dimensions without coordinates: bnds
Data variables:
time_bnds (time, bnds) float64 dask.array<chunksize=(300, 2), meta=np.ndarray>
lat_bnds (time, lat, bnds) float64 dask.array<chunksize=(300, 144, 2), meta=np.ndarray>
lon_bnds (time, lon, bnds) float64 dask.array<chunksize=(300, 192, 2), meta=np.ndarray>
hus (time, plev, lat, lon) float32 dask.array<chunksize=(300, 17, 144, 192), meta=np.ndarray>
Attributes:
institution: Met Office Hadley Centre, Fitzroy Road, Exeter, D...
institute_id: MOHC
experiment_id: historical
source: HadGEM2-ES (2009) atmosphere: HadGAM2 (N96L38); o...
model_id: HadGEM2-ES
forcing: GHG, Oz, SA, LU, Sl, Vl, BC, OC, (GHG = CO2, N2O,...
parent_experiment_id: piControl
parent_experiment_rip: r1i1p1
branch_time: 54000.0
contact: chris.d.jones@metoffice.gov.uk, gareth.s.jones@me...
history: Tue Apr 5 19:12:08 2011: ncatted -a cell_measure...
references: Bellouin N. et al, (2007) Improved representation...
initialization_method: 1
physics_version: 1
tracking_id: bbc8193a-ddf1-451f-a742-45958407d359
mo_runid: ajgsi
product: output
experiment: historical
frequency: mon
creation_date: 2011-04-01T10:56:05Z
Conventions: CF-1.4
project_id: CMIP5
table_id: Table Amon (28 March 2011) 0afcb2d7f190557bfb8b99...
title: HadGEM2-ES model output prepared for CMIP5 histor...
parent_experiment: pre-industrial control
modeling_realm: atmos
realization: 4
cmor_version: 2.5.7xarray.Dataset
- bnds: 2
- lat: 144
- lon: 192
- plev: 17
- time: 1752
- time(time)float6415.0 45.0 ... 5.252e+04 5.254e+04
- bounds :
- time_bnds
- units :
- days since 1859-12-01
- 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]) - plev(plev)float641e+05 9.25e+04 ... 2e+03 1e+03
- units :
- Pa
- axis :
- Z
- positive :
- down
- long_name :
- pressure
- standard_name :
- air_pressure
array([100000., 92500., 85000., 70000., 60000., 50000., 40000., 30000., 25000., 20000., 15000., 10000., 7000., 5000., 3000., 2000., 1000.]) - lat(lat)float64-89.38 -88.12 ... 88.12 89.38
- bounds :
- lat_bnds
- units :
- degrees_north
- axis :
- Y
- long_name :
- latitude
- standard_name :
- latitude
array([-89.375, -88.125, -86.875, -85.625, -84.375, -83.125, -81.875, -80.625, -79.375, -78.125, -76.875, -75.625, -74.375, -73.125, -71.875, -70.625, -69.375, -68.125, -66.875, -65.625, -64.375, -63.125, -61.875, -60.625, -59.375, -58.125, -56.875, -55.625, -54.375, -53.125, -51.875, -50.625, -49.375, -48.125, -46.875, -45.625, -44.375, -43.125, -41.875, -40.625, -39.375, -38.125, -36.875, -35.625, -34.375, -33.125, -31.875, -30.625, -29.375, -28.125, -26.875, -25.625, -24.375, -23.125, -21.875, -20.625, -19.375, -18.125, -16.875, -15.625, -14.375, -13.125, -11.875, -10.625, -9.375, -8.125, -6.875, -5.625, -4.375, -3.125, -1.875, -0.625, 0.625, 1.875, 3.125, 4.375, 5.625, 6.875, 8.125, 9.375, 10.625, 11.875, 13.125, 14.375, 15.625, 16.875, 18.125, 19.375, 20.625, 21.875, 23.125, 24.375, 25.625, 26.875, 28.125, 29.375, 30.625, 31.875, 33.125, 34.375, 35.625, 36.875, 38.125, 39.375, 40.625, 41.875, 43.125, 44.375, 45.625, 46.875, 48.125, 49.375, 50.625, 51.875, 53.125, 54.375, 55.625, 56.875, 58.125, 59.375, 60.625, 61.875, 63.125, 64.375, 65.625, 66.875, 68.125, 69.375, 70.625, 71.875, 73.125, 74.375, 75.625, 76.875, 78.125, 79.375, 80.625, 81.875, 83.125, 84.375, 85.625, 86.875, 88.125, 89.375]) - lon(lon)float640.9375 2.812 4.688 ... 357.2 359.1
- bounds :
- lon_bnds
- units :
- degrees_east
- axis :
- X
- long_name :
- longitude
- standard_name :
- longitude
array([ 0.9375, 2.8125, 4.6875, 6.5625, 8.4375, 10.3125, 12.1875, 14.0625, 15.9375, 17.8125, 19.6875, 21.5625, 23.4375, 25.3125, 27.1875, 29.0625, 30.9375, 32.8125, 34.6875, 36.5625, 38.4375, 40.3125, 42.1875, 44.0625, 45.9375, 47.8125, 49.6875, 51.5625, 53.4375, 55.3125, 57.1875, 59.0625, 60.9375, 62.8125, 64.6875, 66.5625, 68.4375, 70.3125, 72.1875, 74.0625, 75.9375, 77.8125, 79.6875, 81.5625, 83.4375, 85.3125, 87.1875, 89.0625, 90.9375, 92.8125, 94.6875, 96.5625, 98.4375, 100.3125, 102.1875, 104.0625, 105.9375, 107.8125, 109.6875, 111.5625, 113.4375, 115.3125, 117.1875, 119.0625, 120.9375, 122.8125, 124.6875, 126.5625, 128.4375, 130.3125, 132.1875, 134.0625, 135.9375, 137.8125, 139.6875, 141.5625, 143.4375, 145.3125, 147.1875, 149.0625, 150.9375, 152.8125, 154.6875, 156.5625, 158.4375, 160.3125, 162.1875, 164.0625, 165.9375, 167.8125, 169.6875, 171.5625, 173.4375, 175.3125, 177.1875, 179.0625, 180.9375, 182.8125, 184.6875, 186.5625, 188.4375, 190.3125, 192.1875, 194.0625, 195.9375, 197.8125, 199.6875, 201.5625, 203.4375, 205.3125, 207.1875, 209.0625, 210.9375, 212.8125, 214.6875, 216.5625, 218.4375, 220.3125, 222.1875, 224.0625, 225.9375, 227.8125, 229.6875, 231.5625, 233.4375, 235.3125, 237.1875, 239.0625, 240.9375, 242.8125, 244.6875, 246.5625, 248.4375, 250.3125, 252.1875, 254.0625, 255.9375, 257.8125, 259.6875, 261.5625, 263.4375, 265.3125, 267.1875, 269.0625, 270.9375, 272.8125, 274.6875, 276.5625, 278.4375, 280.3125, 282.1875, 284.0625, 285.9375, 287.8125, 289.6875, 291.5625, 293.4375, 295.3125, 297.1875, 299.0625, 300.9375, 302.8125, 304.6875, 306.5625, 308.4375, 310.3125, 312.1875, 314.0625, 315.9375, 317.8125, 319.6875, 321.5625, 323.4375, 325.3125, 327.1875, 329.0625, 330.9375, 332.8125, 334.6875, 336.5625, 338.4375, 340.3125, 342.1875, 344.0625, 345.9375, 347.8125, 349.6875, 351.5625, 353.4375, 355.3125, 357.1875, 359.0625])
- time_bnds(time, bnds)float64dask.array<chunksize=(300, 2), meta=np.ndarray>
Array Chunk Bytes 28.03 kB 4.80 kB Shape (1752, 2) (300, 2) Count 18 Tasks 6 Chunks Type float64 numpy.ndarray - lat_bnds(time, lat, bnds)float64dask.array<chunksize=(300, 144, 2), meta=np.ndarray>
Array Chunk Bytes 4.04 MB 691.20 kB Shape (1752, 144, 2) (300, 144, 2) Count 24 Tasks 6 Chunks Type float64 numpy.ndarray - lon_bnds(time, lon, bnds)float64dask.array<chunksize=(300, 192, 2), meta=np.ndarray>
Array Chunk Bytes 5.38 MB 921.60 kB Shape (1752, 192, 2) (300, 192, 2) Count 24 Tasks 6 Chunks Type float64 numpy.ndarray - hus(time, plev, lat, lon)float32dask.array<chunksize=(300, 17, 144, 192), meta=np.ndarray>
- standard_name :
- specific_humidity
- long_name :
- Specific Humidity
- units :
- 1
- original_name :
- mo: m01s30i205/m01s30i301
- cell_methods :
- time: mean
- history :
- 2011-04-01T10:56:05Z 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_atmos_fx_HadGEM2-ES_historical_r0i0p0.nc
Array Chunk Bytes 3.29 GB 564.02 MB Shape (1752, 17, 144, 192) (300, 17, 144, 192) Count 18 Tasks 6 Chunks Type float32 numpy.ndarray
- institution :
- Met Office Hadley Centre, Fitzroy Road, Exeter, Devon, EX1 3PB, UK, (http://www.metoffice.gov.uk)
- institute_id :
- MOHC
- experiment_id :
- historical
- source :
- HadGEM2-ES (2009) atmosphere: HadGAM2 (N96L38); ocean: HadGOM2 (lat: 1.0-0.3 lon: 1.0 L40); land-surface/vegetation: MOSES2 and TRIFFID; tropospheric chemistry: UKCA; ocean biogeochemistry: diat-HadOCC
- model_id :
- HadGEM2-ES
- forcing :
- GHG, Oz, SA, LU, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFCs)
- parent_experiment_id :
- piControl
- parent_experiment_rip :
- r1i1p1
- branch_time :
- 54000.0
- contact :
- chris.d.jones@metoffice.gov.uk, gareth.s.jones@metoffice.gov.uk
- history :
- Tue Apr 5 19:12:08 2011: ncatted -a cell_measures,hus,d,, -a associated_files,hus,o,c,baseURL: http://cmip-pcmdi.llnl.gov/CMIP5/dataLocation gridspecFile: gridspec_atmos_fx_HadGEM2-ES_historical_r0i0p0.nc /data/local12/ar5/data/CMIP5/MOHC/HadGEM2-ES/historical/r4i1p1/nc/hus_Amon_HadGEM2-ES_historical_r4i1p1_185912-188411.nc MOHC pp to CMOR/NetCDF convertor (version 1.7.0) 2011-04-01T10:55:57Z CMOR rewrote data to comply with CF standards and CMIP5 requirements.
- references :
- Bellouin N. et al, (2007) Improved representation of aerosols for HadGEM2. Meteorological Office Hadley Centre, Technical Note 73, March 2007; Collins W.J. et al, (2008) Evaluation of the HadGEM2 model. Meteorological Office Hadley Centre, Technical Note 74,; Johns T.C. et al, (2006) The new Hadley Centre climate model HadGEM1: Evaluation of coupled simulations. Journal of Climate, American Meteorological Society, Vol. 19, No. 7, pages 1327-1353.; Martin G.M. et al, (2006) The physical properties of the atmosphere in the new Hadley Centre Global Environmental Model, HadGEM1 - Part 1: Model description and global climatology. Journal of Climate, American Meteorological Society, Vol. 19, No.7, pages 1274-1301.; Ringer M.A. et al, (2006) The physical properties of the atmosphere in the new Hadley Centre Global Environmental Model, HadGEM1 - Part 2: Aspects of variability and regional climate. Journal of Climate, American Meteorological Society, Vol. 19, No. 7, pages 1302-1326.
- initialization_method :
- 1
- physics_version :
- 1
- tracking_id :
- bbc8193a-ddf1-451f-a742-45958407d359
- mo_runid :
- ajgsi
- product :
- output
- experiment :
- historical
- frequency :
- mon
- creation_date :
- 2011-04-01T10:56:05Z
- Conventions :
- CF-1.4
- project_id :
- CMIP5
- table_id :
- Table Amon (28 March 2011) 0afcb2d7f190557bfb8b993eeabc39c9
- title :
- HadGEM2-ES model output prepared for CMIP5 historical
- parent_experiment :
- pre-industrial control
- modeling_realm :
- atmos
- realization :
- 4
- cmor_version :
- 2.5.7