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_r4i1p1.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/r4i1p1 |
| tags | gridded,global,model,monthly |
| catalog_dir | https://raw.githubusercontent.com/kpegion/COLA-DATASETS-CATALOG/gh-pages/intake-catalogs/tos_Omon_HadGEM2-ES_historical_r4i1p1.yaml |
| last updated | 2013-06-14 |
Dataset Contents
<xarray.Dataset>
Dimensions: (bnds: 2, lat: 216, lon: 360, time: 1752)
Coordinates:
* time (time) float64 15.0 45.0 75.0 ... 5.248e+04 5.252e+04 5.254e+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: 54000.0
contact: chris.d.jones@metoffice.gov.uk, gareth.s.jones@me...
history: MOHC pp to CMOR/NetCDF convertor (version 1.10.3)...
references: Collins, W. J., Bellouin, N., Doutriaux-Boucher, ...
initialization_method: 1
physics_version: 1
tracking_id: f8609523-2d36-4f20-887c-ddfd848f918c
mo_runid: ajgsi
product: output
experiment: historical
frequency: mon
creation_date: 2011-12-08T15:29:20Z
Conventions: CF-1.4
project_id: CMIP5
table_id: Table Omon (26 July 2011) 25bb94a0408beca44c0f5b6...
title: HadGEM2-ES model output prepared for CMIP5 histor...
parent_experiment: pre-industrial control
modeling_realm: ocean
realization: 4
cmor_version: 2.7.1xarray.Dataset
- bnds: 2
- lat: 216
- lon: 360
- 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]) - 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 28.03 kB 19.20 kB Shape (1752, 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 6.05 MB 4.15 MB Shape (1752, 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 10.09 MB 6.91 MB Shape (1752, 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 :
- 2011-12-08T15:29:20Z 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 544.94 MB 373.25 MB Shape (1752, 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 :
- 54000.0
- contact :
- chris.d.jones@metoffice.gov.uk, gareth.s.jones@metoffice.gov.uk
- history :
- MOHC pp to CMOR/NetCDF convertor (version 1.10.3) 2011-12-08T15:27:46Z CMOR rewrote data to comply with CF standards and CMIP5 requirements.
- references :
- Collins, W. J., Bellouin, N., Doutriaux-Boucher, M., Gedney, N., Halloran, P., Hinton, T., Hughes, J., Jones, C. D., Joshi, M., Liddicoat, S., Martin, G., O'Connor, F., Rae, J., Senior, C., Sitch, S., Totterdell, I., Wiltshire, A., and Woodward, S (2011) Development and evaluation of an Earth-system model - HadGEM2. Geosci. Model Dev. Discuss., 4, 997-1062, 2011; Jones, C.D. et al. (2011) The HadGEM2-ES implementation of CMIP5 centennial simulations. Geosci. Model Dev., 4, 543-570, 2011; Martin G.M. et al. (2011) The HadGEM2 family of Met Office Unified Model climate configurations. Geosci. Model Dev., 4, 723-757, 2011
- initialization_method :
- 1
- physics_version :
- 1
- tracking_id :
- f8609523-2d36-4f20-887c-ddfd848f918c
- mo_runid :
- ajgsi
- product :
- output
- experiment :
- historical
- frequency :
- mon
- creation_date :
- 2011-12-08T15:29:20Z
- Conventions :
- CF-1.4
- project_id :
- CMIP5
- table_id :
- Table Omon (26 July 2011) 25bb94a0408beca44c0f5b601258a94e
- title :
- HadGEM2-ES model output prepared for CMIP5 historical
- parent_experiment :
- pre-industrial control
- modeling_realm :
- ocean
- realization :
- 4
- cmor_version :
- 2.7.1