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_Omon_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/mon/Omon/tos/MOHC.HadGEM2-ES/r1i1p1 |
| tags | gridded,global,model,monthly |
| catalog_dir | https://raw.githubusercontent.com/kpegion/COLA-DATASETS-CATALOG/gh-pages/intake-catalogs/tos_Omon_HadGEM2-ES_historical_r1i1p1.yaml |
| last updated | 2013-05-26 |
Dataset Contents
<xarray.Dataset>
Dimensions: (bnds: 2, lat: 216, lon: 360, time: 1753)
Coordinates:
* time (time) float64 15.0 45.0 75.0 ... 5.252e+04 5.254e+04 5.258e+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=(1200, 2), meta=np.ndarray>
lat_bnds (time, lat, bnds) float64 dask.array<chunksize=(1200, 216, 2), meta=np.ndarray>
lon_bnds (time, lon, bnds) float64 dask.array<chunksize=(1200, 360, 2), meta=np.ndarray>
tos (time, lat, lon) float32 dask.array<chunksize=(1200, 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, Oz, SA, 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, john.hughes@metof...
history: MOHC pp to CMOR/NetCDF convertor (version 1.9.2) ...
references: Bellouin N. et al, (2007) Improved representation...
initialization_method: 1
physics_version: 1
tracking_id: 2a40d2fd-dda6-4b1c-8573-e35e8b70bc77
mo_runid: ajhoh
product: output
experiment: historical
frequency: mon
creation_date: 2011-07-04T08:44:47Z
Conventions: CF-1.4
project_id: CMIP5
table_id: Table Omon (27 April 2011) 340eddd4fd838d90fa9ffe...
title: HadGEM2-ES model output prepared for CMIP5 histor...
parent_experiment: pre-industrial control
modeling_realm: ocean
realization: 1
cmor_version: 2.7.1xarray.Dataset
- bnds: 2
- lat: 216
- lon: 360
- time: 1753
- time(time)float6415.0 45.0 ... 5.254e+04 5.258e+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, ..., 5.2515e+04, 5.2545e+04, 5.2575e+04]) - 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=(1200, 2), meta=np.ndarray>
Array Chunk Bytes 28.05 kB 19.20 kB Shape (1753, 2) (1200, 2) Count 6 Tasks 2 Chunks Type float64 numpy.ndarray - lat_bnds(time, lat, bnds)float64dask.array<chunksize=(1200, 216, 2), meta=np.ndarray>
Array Chunk Bytes 6.06 MB 4.15 MB Shape (1753, 216, 2) (1200, 216, 2) Count 8 Tasks 2 Chunks Type float64 numpy.ndarray - lon_bnds(time, lon, bnds)float64dask.array<chunksize=(1200, 360, 2), meta=np.ndarray>
Array Chunk Bytes 10.10 MB 6.91 MB Shape (1753, 360, 2) (1200, 360, 2) Count 8 Tasks 2 Chunks Type float64 numpy.ndarray - tos(time, lat, lon)float32dask.array<chunksize=(1200, 216, 360), meta=np.ndarray>
- standard_name :
- sea_surface_temperature
- long_name :
- Sea Surface Temperature
- comment :
- "this may differ from ""surface temperature"" in regions of sea ice."
- units :
- K
- original_name :
- mo: m02s00i101 + 273.15
- cell_methods :
- time: mean
- cell_measures :
- area: areacello
- history :
- 2011-07-04T08:44:47Z 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 545.25 MB 373.25 MB Shape (1753, 216, 360) (1200, 216, 360) Count 6 Tasks 2 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 :
- 0.0
- contact :
- chris.d.jones@metoffice.gov.uk, john.hughes@metoffice.gov.uk
- history :
- MOHC pp to CMOR/NetCDF convertor (version 1.9.2) 2011-07-04T08:43:12Z 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 :
- 2a40d2fd-dda6-4b1c-8573-e35e8b70bc77
- mo_runid :
- ajhoh
- product :
- output
- experiment :
- historical
- frequency :
- mon
- creation_date :
- 2011-07-04T08:44:47Z
- Conventions :
- CF-1.4
- project_id :
- CMIP5
- table_id :
- Table Omon (27 April 2011) 340eddd4fd838d90fa9ffe1345ecbd73
- title :
- HadGEM2-ES model output prepared for CMIP5 historical
- parent_experiment :
- pre-industrial control
- modeling_realm :
- ocean
- realization :
- 1
- cmor_version :
- 2.7.1