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/tos_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/ocean/day/day/tos/MOHC.HadGEM2-ES/r1i1p1 |
| tags | gridded,global,model,daily |
| catalog_dir | https://raw.githubusercontent.com/kpegion/COLA-DATASETS-CATALOG/gh-pages/intake-catalogs/tos_day_HadGEM2-ES_historical_r1i1p1.yaml |
| last updated | 2013-06-14 |
Dataset Contents
<xarray.Dataset>
Dimensions: (bnds: 2, lat: 216, lon: 360, time: 38160)
Coordinates:
* time (time) float64 1.44e+04 1.44e+04 1.44e+04 ... 5.256e+04 5.256e+04
* lat (lat) float64 -90.0 -89.0 -88.0 -87.0 ... 87.0 88.0 89.0 90.0
* lon (lon) float64 0.0 1.0 2.0 3.0 4.0 ... 356.0 357.0 358.0 359.0
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, 216, 2), meta=np.ndarray>
lon_bnds (time, lon, bnds) float64 dask.array<chunksize=(3600, 360, 2), meta=np.ndarray>
tos (time, lat, lon) float32 dask.array<chunksize=(3600, 216, 360), 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: ec9eb558-1f4d-4f2e-a143-3bae3ee3063c
mo_runid: ajhoh
product: output
experiment: historical
frequency: day
creation_date: 2010-11-22T17:46:47Z
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: ocean
realization: 1
cmor_version: 2.5.0xarray.Dataset
- bnds: 2
- lat: 216
- lon: 360
- time: 38160
- time(time)float641.44e+04 1.44e+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([14400.5, 14401.5, 14402.5, ..., 52557.5, 52558.5, 52559.5])
- lat(lat)float64-90.0 -89.0 -88.0 ... 89.0 90.0
- bounds :
- lat_bnds
- units :
- degrees_north
- axis :
- Y
- long_name :
- latitude
- standard_name :
- latitude
array([-90. , -89. , -88. , ..., 88.000008, 89.000008, 90.000008]) - lon(lon)float640.0 1.0 2.0 ... 357.0 358.0 359.0
- bounds :
- lon_bnds
- units :
- degrees_east
- axis :
- X
- long_name :
- longitude
- standard_name :
- longitude
array([ 0., 1., 2., ..., 357., 358., 359.])
- time_bnds(time, bnds)float64dask.array<chunksize=(3600, 2), meta=np.ndarray>
Array Chunk Bytes 610.56 kB 57.60 kB Shape (38160, 2) (3600, 2) Count 33 Tasks 11 Chunks Type float64 numpy.ndarray - lat_bnds(time, lat, bnds)float64dask.array<chunksize=(3600, 216, 2), meta=np.ndarray>
Array Chunk Bytes 131.88 MB 12.44 MB Shape (38160, 216, 2) (3600, 216, 2) Count 44 Tasks 11 Chunks Type float64 numpy.ndarray - lon_bnds(time, lon, bnds)float64dask.array<chunksize=(3600, 360, 2), meta=np.ndarray>
Array Chunk Bytes 219.80 MB 20.74 MB Shape (38160, 360, 2) (3600, 360, 2) Count 44 Tasks 11 Chunks Type float64 numpy.ndarray - tos(time, lat, lon)float32dask.array<chunksize=(3600, 216, 360), meta=np.ndarray>
- standard_name :
- surface_temperature
- long_name :
- Sea Surface Temperature
- comment :
- temperature of liquid ocean. Report on the ocean grid. This variable appears in WGOMD Table 2.2
- units :
- K
- original_name :
- mo: m02s00i101 + 273.15
- cell_methods :
- time: mean
- cell_measures :
- area: areacello
- history :
- 2010-11-22T17:36:09Z 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_ocean_fx_HadGEM2-ES_historical_r0i0p0.nc areacello: areacello_fx_HadGEM2-ES_historical_r0i0p0.nc
Array Chunk Bytes 11.87 GB 1.12 GB Shape (38160, 216, 360) (3600, 216, 360) Count 33 Tasks 11 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) 2010-11-22T15:34:21Z 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 :
- ec9eb558-1f4d-4f2e-a143-3bae3ee3063c
- mo_runid :
- ajhoh
- product :
- output
- experiment :
- historical
- frequency :
- day
- creation_date :
- 2010-11-22T17:46:47Z
- 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 :
- ocean
- realization :
- 1
- cmor_version :
- 2.5.0