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/mrsos_day_HadGEM2-ES_historical_r1i1p1.yaml")
ds=cat.netcdf.read()Metadata
| title | HadGEM2-ES model output prepared for CMIP5 historical |
| location | /shared/cmip5/data/historical/land/day/day/mrsos/MOHC.HadGEM2-ES/r1i1p1 |
| tags | gridded,global,model,daily |
| catalog_dir | https://raw.githubusercontent.com/kpegion/COLA-DATASETS-CATALOG/gh-pages/intake-catalogs/mrsos_day_HadGEM2-ES_historical_r1i1p1.yaml |
| last updated | 2013-06-14 |
Dataset Contents
<xarray.Dataset>
Dimensions: (bnds: 2, lat: 145, lon: 192, time: 20160)
Coordinates:
* time (time) float64 3.24e+04 3.24e+04 ... 5.256e+04 5.256e+04
* lat (lat) float64 -90.0 -88.75 -87.5 -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
depth float64 0.05
Dimensions without coordinates: bnds
Data variables:
time_bnds (time, bnds) float64 dask.array<chunksize=(3600, 2), meta=np.ndarray>
lat_bnds (time, lat, bnds) float64 dask.array<chunksize=(3600, 145, 2), meta=np.ndarray>
lon_bnds (time, lon, bnds) float64 dask.array<chunksize=(3600, 192, 2), meta=np.ndarray>
depth_bnds (time, bnds) float64 dask.array<chunksize=(3600, 2), meta=np.ndarray>
mrsos (time, lat, lon) float32 dask.array<chunksize=(3600, 145, 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, SA, Oz, LU, Sl, Vl, BC, OC, (GHG = CO2, N2O,...
parent_experiment_id: piControl
parent_experiment_rip: r1i1p1
branch_time: 0.0
contact: chris.d.jones@metoffice.gov.uk, michael.sanderson...
history: MOHC pp to CMOR/NetCDF convertor (version 1.5) 20...
references: Bellouin N. et al, (2007) Improved representation...
initialization_method: 1
physics_version: 1
tracking_id: 57ad2fbe-bafb-4ffc-bd4c-b43447d9f0b3
mo_runid: ajhoh
product: output
experiment: historical
frequency: day
creation_date: 2010-11-23T09:37:12Z
Conventions: CF-1.4
project_id: CMIP5
table_id: Table day (12 November 2010) 53fa6f63b86081d1c644...
title: HadGEM2-ES model output prepared for CMIP5 histor...
parent_experiment: pre-industrial control
modeling_realm: land
realization: 1
cmor_version: 2.5.0xarray.Dataset
- bnds: 2
- lat: 145
- lon: 192
- time: 20160
- time(time)float643.24e+04 3.24e+04 ... 5.256e+04
- bounds :
- time_bnds
- units :
- days since 1859-12-01
- calendar :
- 360_day
- axis :
- T
- long_name :
- time
- standard_name :
- time
array([32400.5, 32401.5, 32402.5, ..., 52557.5, 52558.5, 52559.5])
- 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]) - depth()float640.05
- units :
- m
- axis :
- Z
- positive :
- down
- long_name :
- depth
- standard_name :
- depth
- bounds :
- depth_bnds
array(0.05)
- time_bnds(time, bnds)float64dask.array<chunksize=(3600, 2), meta=np.ndarray>
Array Chunk Bytes 322.56 kB 57.60 kB Shape (20160, 2) (3600, 2) Count 18 Tasks 6 Chunks Type float64 numpy.ndarray - lat_bnds(time, lat, bnds)float64dask.array<chunksize=(3600, 145, 2), meta=np.ndarray>
Array Chunk Bytes 46.77 MB 8.35 MB Shape (20160, 145, 2) (3600, 145, 2) Count 24 Tasks 6 Chunks Type float64 numpy.ndarray - lon_bnds(time, lon, bnds)float64dask.array<chunksize=(3600, 192, 2), meta=np.ndarray>
Array Chunk Bytes 61.93 MB 11.06 MB Shape (20160, 192, 2) (3600, 192, 2) Count 24 Tasks 6 Chunks Type float64 numpy.ndarray - depth_bnds(time, bnds)float64dask.array<chunksize=(3600, 2), meta=np.ndarray>
Array Chunk Bytes 322.56 kB 57.60 kB Shape (20160, 2) (3600, 2) Count 24 Tasks 6 Chunks Type float64 numpy.ndarray - mrsos(time, lat, lon)float32dask.array<chunksize=(3600, 145, 192), meta=np.ndarray>
- standard_name :
- moisture_content_of_soil_layer
- long_name :
- Moisture in Upper 0.1 m of Soil Column
- comment :
- Compute the mass of water in all phases in the upper 0.1 meters of soil.
- units :
- kg m-2
- original_name :
- mo: m01s08i223
- cell_methods :
- time: mean area: mean where land
- cell_measures :
- area: areacella
- history :
- 2010-11-23T09:37:12Z altered by CMOR: Treated scalar dimension: 'depth'. 2010-11-23T09:37:12Z 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_land_fx_HadGEM2-ES_historical_r0i0p0.nc areacella: areacella_fx_HadGEM2-ES_historical_r0i0p0.nc
Array Chunk Bytes 2.25 GB 400.90 MB Shape (20160, 145, 192) (3600, 145, 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, SA, Oz, LU, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFCs)
- parent_experiment_id :
- piControl
- parent_experiment_rip :
- r1i1p1
- branch_time :
- 0.0
- contact :
- chris.d.jones@metoffice.gov.uk, michael.sanderson@metoffice.gov.uk
- history :
- MOHC pp to CMOR/NetCDF convertor (version 1.5) 2010-11-23T09:37:09Z 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 :
- 57ad2fbe-bafb-4ffc-bd4c-b43447d9f0b3
- mo_runid :
- ajhoh
- product :
- output
- experiment :
- historical
- frequency :
- day
- creation_date :
- 2010-11-23T09:37:12Z
- Conventions :
- CF-1.4
- project_id :
- CMIP5
- table_id :
- Table day (12 November 2010) 53fa6f63b86081d1c644183416239052
- title :
- HadGEM2-ES model output prepared for CMIP5 historical
- parent_experiment :
- pre-industrial control
- modeling_realm :
- land
- realization :
- 1
- cmor_version :
- 2.5.0