HadGEM2-ES model output prepared for CMIP5 RCP8.5
Load in Python
from intake import open_catalog
cat = open_catalog("https://raw.githubusercontent.com/kpegion/COLA-DATASETS-CATALOG/gh-pages/intake-catalogs/cl_Amon_HadGEM2-ES_rcp85_r1i1p1.yaml")
ds=cat.netcdf.read()Metadata
| title | HadGEM2-ES model output prepared for CMIP5 RCP8.5 |
| location | /shared/cmip5/data/rcp85/atmos/mon/Amon/cl/MOHC.HadGEM2-ES/r1i1p1 |
| tags | gridded,global,model,monthly |
| catalog_dir | https://raw.githubusercontent.com/kpegion/COLA-DATASETS-CATALOG/gh-pages/intake-catalogs/cl_Amon_HadGEM2-ES_rcp85_r1i1p1.yaml |
| last updated | 2021-02-27 |
Dataset Contents
<xarray.Dataset>
Dimensions: (bnds: 2, lat: 145, lev: 38, lon: 192, time: 3530)
Coordinates:
* time (time) float64 5.258e+04 5.260e+04 ... 1.584e+05 1.584e+05
* lev (lev) float64 20.0 80.0 180.0 ... 2.922e+04 3.291e+04 3.925e+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 dask.array<chunksize=(300, 2), meta=np.ndarray>
lev_bnds (time, lev, bnds) float64 dask.array<chunksize=(300, 38, 2), meta=np.ndarray>
b (time, lev) float64 dask.array<chunksize=(300, 38), meta=np.ndarray>
orog (time, lat, lon) float32 dask.array<chunksize=(300, 145, 192), meta=np.ndarray>
b_bnds (time, lev, bnds) float64 dask.array<chunksize=(300, 38, 2), meta=np.ndarray>
lat_bnds (time, lat, bnds) float64 dask.array<chunksize=(300, 145, 2), meta=np.ndarray>
lon_bnds (time, lon, bnds) float64 dask.array<chunksize=(300, 192, 2), meta=np.ndarray>
cl (time, lev, lat, lon) float32 dask.array<chunksize=(300, 38, 145, 192), meta=np.ndarray>
Attributes:
institution: Met Office Hadley Centre, Fitzroy Road, Exeter, D...
institute_id: MOHC
experiment_id: rcp85
source: HadGEM2-ES (2009) atmosphere: HadGAM2 (N96L38); o...
model_id: HadGEM2-ES
forcing: GHG, SA, Oz, LU, Sl, Vl, BC, OC, (GHG = CO2, N2O,...
parent_experiment_id: historical
parent_experiment_rip: r1i1p1
branch_time: 52560.0
contact: chris.d.jones@metoffice.gov.uk, michael.sanderson...
history: MOHC pp to CMOR/NetCDF convertor (version 1.5.1) ...
references: Bellouin N. et al, (2007) Improved representation...
initialization_method: 1
physics_version: 1
tracking_id: b4680d32-769a-4c6d-8b3e-61ae8d8f0c6f
mo_runid: ajnji
product: output
experiment: RCP8.5
frequency: mon
creation_date: 2010-12-04T13:50:10Z
Conventions: CF-1.4
project_id: CMIP5
table_id: Table Amon (12 November 2010) 6e535ddfacb41fb7a25...
title: HadGEM2-ES model output prepared for CMIP5 RCP8.5
parent_experiment: historical
modeling_realm: atmos
realization: 1
cmor_version: 2.5.0xarray.Dataset
- bnds: 2
- lat: 145
- lev: 38
- lon: 192
- time: 3530
- time(time)float645.258e+04 5.260e+04 ... 1.584e+05
- bounds :
- time_bnds
- units :
- days since 1859-12-01
- calendar :
- 360_day
- axis :
- T
- long_name :
- time
- standard_name :
- time
array([ 52575., 52605., 52635., ..., 158355., 158385., 158415.])
- lev(lev)float6420.0 80.0 ... 3.291e+04 3.925e+04
- bounds :
- lev_bnds
- units :
- m
- axis :
- Z
- positive :
- up
- long_name :
- hybrid height coordinate
- standard_name :
- atmosphere_hybrid_height_coordinate
- formula :
- z(k,j,i) = a(k) + b(k)*orog(j,i)
- formula_terms :
- a: lev b: b orog: orog
array([2.000034e+01, 8.000135e+01, 1.799991e+02, 3.200015e+02, 5.000006e+02, 7.200004e+02, 9.800009e+02, 1.279998e+03, 1.620000e+03, 1.999998e+03, 2.420002e+03, 2.880001e+03, 3.379998e+03, 3.920000e+03, 4.500001e+03, 5.120000e+03, 5.780000e+03, 6.480000e+03, 7.220000e+03, 8.000001e+03, 8.820000e+03, 9.679999e+03, 1.058000e+04, 1.152000e+04, 1.250000e+04, 1.352000e+04, 1.458080e+04, 1.569464e+04, 1.687531e+04, 1.813863e+04, 1.950301e+04, 2.099019e+04, 2.262608e+04, 2.445829e+04, 2.658364e+04, 2.921908e+04, 3.290869e+04, 3.925483e+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)float64dask.array<chunksize=(300, 2), meta=np.ndarray>
Array Chunk Bytes 56.48 kB 4.80 kB Shape (3530, 2) (300, 2) Count 39 Tasks 13 Chunks Type float64 numpy.ndarray - lev_bnds(time, lev, bnds)float64dask.array<chunksize=(300, 38, 2), meta=np.ndarray>
- formula :
- z(k,j,i) = a(k) + b(k)*orog(j,i)
- standard_name :
- atmosphere_hybrid_height_coordinate
- units :
- m
- formula_terms :
- a: lev_bnds b: b_bnds orog: orog
Array Chunk Bytes 2.15 MB 182.40 kB Shape (3530, 38, 2) (300, 38, 2) Count 52 Tasks 13 Chunks Type float64 numpy.ndarray - b(time, lev)float64dask.array<chunksize=(300, 38), meta=np.ndarray>
- long_name :
- vertical coordinate formula term: b(k)
Array Chunk Bytes 1.07 MB 91.20 kB Shape (3530, 38) (300, 38) Count 52 Tasks 13 Chunks Type float64 numpy.ndarray - orog(time, lat, lon)float32dask.array<chunksize=(300, 145, 192), meta=np.ndarray>
- standard_name :
- surface_altitude
- long_name :
- Surface Altitude
- comment :
- height above the geoid; as defined here, ""the geoid"" is a surface of constant geopotential that, if the ocean were at rest, would coincide with mean sea level. Under this definition, the geoid changes as the mean volume of the ocean changes (e.g., due to glacial melt, or global warming of the ocean). Report here the height above the present-day geoid. Over ocean, report as 0.0
- units :
- m
Array Chunk Bytes 393.10 MB 33.41 MB Shape (3530, 145, 192) (300, 145, 192) Count 52 Tasks 13 Chunks Type float32 numpy.ndarray - b_bnds(time, lev, bnds)float64dask.array<chunksize=(300, 38, 2), meta=np.ndarray>
- long_name :
- vertical coordinate formula term: b(k+1/2)
Array Chunk Bytes 2.15 MB 182.40 kB Shape (3530, 38, 2) (300, 38, 2) Count 52 Tasks 13 Chunks Type float64 numpy.ndarray - lat_bnds(time, lat, bnds)float64dask.array<chunksize=(300, 145, 2), meta=np.ndarray>
Array Chunk Bytes 8.19 MB 696.00 kB Shape (3530, 145, 2) (300, 145, 2) Count 52 Tasks 13 Chunks Type float64 numpy.ndarray - lon_bnds(time, lon, bnds)float64dask.array<chunksize=(300, 192, 2), meta=np.ndarray>
Array Chunk Bytes 10.84 MB 921.60 kB Shape (3530, 192, 2) (300, 192, 2) Count 52 Tasks 13 Chunks Type float64 numpy.ndarray - cl(time, lev, lat, lon)float32dask.array<chunksize=(300, 38, 145, 192), meta=np.ndarray>
- standard_name :
- cloud_area_fraction_in_atmosphere_layer
- long_name :
- Cloud Area Fraction
- comment :
- Report on model layers (not standard pressures). Include both large-scale and convective cloud.
- units :
- %
- original_name :
- mo: m01s02i261*100.
- cell_methods :
- time: mean
- cell_measures :
- area: areacella
- history :
- 2010-12-04T13:50:10Z 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_rcp85_r0i0p0.nc areacella: areacella_fx_HadGEM2-ES_rcp85_r0i0p0.nc
Array Chunk Bytes 14.94 GB 1.27 GB Shape (3530, 38, 145, 192) (300, 38, 145, 192) Count 39 Tasks 13 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 :
- rcp85
- 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, SA, Oz, LU, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFCs)
- parent_experiment_id :
- historical
- parent_experiment_rip :
- r1i1p1
- branch_time :
- 52560.0
- contact :
- chris.d.jones@metoffice.gov.uk, michael.sanderson@metoffice.gov.uk
- history :
- MOHC pp to CMOR/NetCDF convertor (version 1.5.1) 2010-12-04T13:50:10Z 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 :
- b4680d32-769a-4c6d-8b3e-61ae8d8f0c6f
- mo_runid :
- ajnji
- product :
- output
- experiment :
- RCP8.5
- frequency :
- mon
- creation_date :
- 2010-12-04T13:50:10Z
- Conventions :
- CF-1.4
- project_id :
- CMIP5
- table_id :
- Table Amon (12 November 2010) 6e535ddfacb41fb7a252f4862fdc5766
- title :
- HadGEM2-ES model output prepared for CMIP5 RCP8.5
- parent_experiment :
- historical
- modeling_realm :
- atmos
- realization :
- 1
- cmor_version :
- 2.5.0