HadCM3 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_HadCM3_historical_r1i1p1.yaml")
ds=cat.netcdf.read()Metadata
| title | HadCM3 model output prepared for CMIP5 historical |
| location | /shared/cmip5/data/historical/ocean/day/day/tos/MOHC.HadCM3/r1i1p1 |
| tags | gridded,global,model,daily |
| catalog_dir | https://raw.githubusercontent.com/kpegion/COLA-DATASETS-CATALOG/gh-pages/intake-catalogs/tos_day_HadCM3_historical_r1i1p1.yaml |
| last updated | 2013-06-14 |
Dataset Contents
<xarray.Dataset>
Dimensions: (bnds: 2, lat: 144, lon: 288, time: 43590)
Coordinates:
* time (time) float64 9e+03 9.002e+03 9.002e+03 ... 5.259e+04 5.259e+04
* lat (lat) float64 -89.38 -88.12 -86.88 -85.62 ... 86.88 88.12 89.38
* lon (lon) float64 0.0 1.25 2.5 3.75 5.0 ... 355.0 356.2 357.5 358.8
Dimensions without coordinates: bnds
Data variables:
time_bnds (time, bnds) float64 dask.array<chunksize=(9000, 2), meta=np.ndarray>
lat_bnds (time, lat, bnds) float64 dask.array<chunksize=(9000, 144, 2), meta=np.ndarray>
lon_bnds (time, lon, bnds) float64 dask.array<chunksize=(9000, 288, 2), meta=np.ndarray>
tos (time, lat, lon) float32 dask.array<chunksize=(9000, 144, 288), meta=np.ndarray>
Attributes:
institution: Met Office Hadley Centre, Fitzroy Road, Exeter, D...
institute_id: MOHC
experiment_id: historical
source: HadCM3 - Hadley Centre Coupled Model Version 3 (2...
model_id: HadCM3
forcing: GHG, Oz, SA, Sl, Vl, (GHG = CO2, N2O, CH4, CFCs)
parent_experiment_id: piControl
parent_experiment_rip: r1i1p1
branch_time: 1893690.0
contact: doug.smith@metoffice.gov.uk, holger.pohlmann@meto...
history: MOHC pp to CMOR/NetCDF convertor (version 1.9.4) ...
references: Collins, M. S.F.B Tett, and C. Cooper (2001) the ...
initialization_method: 1
physics_version: 1
tracking_id: 8a6a04dd-14c8-4ac3-ac04-2b139c975260
mo_runid: ajeea ajeek
product: output
experiment: historical
frequency: day
creation_date: 2011-07-22T19:59:21Z
Conventions: CF-1.4
project_id: CMIP5
table_id: Table day (27 April 2011) 86d1558d99b6ed1e7a886ab...
title: HadCM3 model output prepared for CMIP5 historical
parent_experiment: pre-industrial control
modeling_realm: ocean
realization: 1
cmor_version: 2.7.1xarray.Dataset
- bnds: 2
- lat: 144
- lon: 288
- time: 43590
- time(time)float649e+03 9.002e+03 ... 5.259e+04
- bounds :
- time_bnds
- units :
- days since 1859-12-01
- calendar :
- 360_day
- axis :
- T
- long_name :
- time
- standard_name :
- time
array([ 9000.5, 9001.5, 9002.5, ..., 52587.5, 52588.5, 52589.5])
- lat(lat)float64-89.38 -88.12 ... 88.12 89.38
- bounds :
- lat_bnds
- units :
- degrees_north
- axis :
- Y
- long_name :
- latitude
- standard_name :
- latitude
array([-89.375, -88.125, -86.875, -85.625, -84.375, -83.125, -81.875, -80.625, -79.375, -78.125, -76.875, -75.625, -74.375, -73.125, -71.875, -70.625, -69.375, -68.125, -66.875, -65.625, -64.375, -63.125, -61.875, -60.625, -59.375, -58.125, -56.875, -55.625, -54.375, -53.125, -51.875, -50.625, -49.375, -48.125, -46.875, -45.625, -44.375, -43.125, -41.875, -40.625, -39.375, -38.125, -36.875, -35.625, -34.375, -33.125, -31.875, -30.625, -29.375, -28.125, -26.875, -25.625, -24.375, -23.125, -21.875, -20.625, -19.375, -18.125, -16.875, -15.625, -14.375, -13.125, -11.875, -10.625, -9.375, -8.125, -6.875, -5.625, -4.375, -3.125, -1.875, -0.625, 0.625, 1.875, 3.125, 4.375, 5.625, 6.875, 8.125, 9.375, 10.625, 11.875, 13.125, 14.375, 15.625, 16.875, 18.125, 19.375, 20.625, 21.875, 23.125, 24.375, 25.625, 26.875, 28.125, 29.375, 30.625, 31.875, 33.125, 34.375, 35.625, 36.875, 38.125, 39.375, 40.625, 41.875, 43.125, 44.375, 45.625, 46.875, 48.125, 49.375, 50.625, 51.875, 53.125, 54.375, 55.625, 56.875, 58.125, 59.375, 60.625, 61.875, 63.125, 64.375, 65.625, 66.875, 68.125, 69.375, 70.625, 71.875, 73.125, 74.375, 75.625, 76.875, 78.125, 79.375, 80.625, 81.875, 83.125, 84.375, 85.625, 86.875, 88.125, 89.375]) - lon(lon)float640.0 1.25 2.5 ... 356.2 357.5 358.8
- bounds :
- lon_bnds
- units :
- degrees_east
- axis :
- X
- long_name :
- longitude
- standard_name :
- longitude
array([ 0. , 1.25, 2.5 , ..., 356.25, 357.5 , 358.75])
- time_bnds(time, bnds)float64dask.array<chunksize=(9000, 2), meta=np.ndarray>
Array Chunk Bytes 697.44 kB 144.00 kB Shape (43590, 2) (9000, 2) Count 15 Tasks 5 Chunks Type float64 numpy.ndarray - lat_bnds(time, lat, bnds)float64dask.array<chunksize=(9000, 144, 2), meta=np.ndarray>
Array Chunk Bytes 100.43 MB 20.74 MB Shape (43590, 144, 2) (9000, 144, 2) Count 20 Tasks 5 Chunks Type float64 numpy.ndarray - lon_bnds(time, lon, bnds)float64dask.array<chunksize=(9000, 288, 2), meta=np.ndarray>
Array Chunk Bytes 200.86 MB 41.47 MB Shape (43590, 288, 2) (9000, 288, 2) Count 20 Tasks 5 Chunks Type float64 numpy.ndarray - tos(time, lat, lon)float32dask.array<chunksize=(9000, 144, 288), meta=np.ndarray>
- standard_name :
- surface_temperature
- long_name :
- Sea Surface Temperature
- comment :
- temperature of liquid ocean. Note that the correct standard_name for this variable is ""sea_surface_temperature"", not ""surface_temperature"", but this was discovered too late to correct. To maintain consistency across CMIP5 models, the wrong standard_name will continue to be used.
- units :
- K
- original_name :
- mo: m02s00i101 + 273.15
- cell_methods :
- time: mean
- cell_measures :
- area: areacello
- history :
- 2011-07-22T19:54:56Z 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_HadCM3_historical_r0i0p0.nc areacello: areacello_fx_HadCM3_historical_r0i0p0.nc
Array Chunk Bytes 7.23 GB 1.49 GB Shape (43590, 144, 288) (9000, 144, 288) Count 15 Tasks 5 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 :
- HadCM3 - Hadley Centre Coupled Model Version 3 (2000) atmosphere: HadAM3 (N48L19); ocean: HadOM (lat: 1.25 lon: 1.25 L20); land-surface/vegetation: MOSES1;
- model_id :
- HadCM3
- forcing :
- GHG, Oz, SA, Sl, Vl, (GHG = CO2, N2O, CH4, CFCs)
- parent_experiment_id :
- piControl
- parent_experiment_rip :
- r1i1p1
- branch_time :
- 1893690.0
- contact :
- doug.smith@metoffice.gov.uk, holger.pohlmann@metoffice.gov.uk
- history :
- MOHC pp to CMOR/NetCDF convertor (version 1.9.4) 2011-07-22T14:46:12Z CMOR rewrote data to comply with CF standards and CMIP5 requirements.
- references :
- Collins, M. S.F.B Tett, and C. Cooper (2001) the Internal Climate Variability of HadCM3, a Version of the Hadley Centre Coupled Model without Flux Adjustments. Climate Dynamics, 17 (1): 61-81.; Smith, D.M., S. Cusack, A.W. Colman, C.K. Folland, G.R. Harris and J.M. Murphy (2007) Improved surface temperature prediction for the coming decade from a global climate model. Science, 317, 796-799; Smith, D.M., R. Eade, N.J. Dunstone, D. Fereday, J.M. Murphy, H. Pohlman, and A.A. Scaife (2010) Skilful multi-year predictions of Atlantic hurricane frequency. Nature Geoscience, DOI: 10.1038/NGE01004;
- initialization_method :
- 1
- physics_version :
- 1
- tracking_id :
- 8a6a04dd-14c8-4ac3-ac04-2b139c975260
- mo_runid :
- ajeea ajeek
- product :
- output
- experiment :
- historical
- frequency :
- day
- creation_date :
- 2011-07-22T19:59:21Z
- Conventions :
- CF-1.4
- project_id :
- CMIP5
- table_id :
- Table day (27 April 2011) 86d1558d99b6ed1e7a886ab3fd717b58
- title :
- HadCM3 model output prepared for CMIP5 historical
- parent_experiment :
- pre-industrial control
- modeling_realm :
- ocean
- realization :
- 1
- cmor_version :
- 2.7.1