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/tasmax_Amon_HadCM3_historical_r10i1p1.yaml")
ds=cat.netcdf.read()Metadata
| title | HadCM3 model output prepared for CMIP5 historical |
| location | /shared/cmip5/data/historical/atmos/mon/Amon/tasmax/MOHC.HadCM3/r10i1p1 |
| tags | gridded,global,model,monthly |
| catalog_dir | https://raw.githubusercontent.com/kpegion/COLA-DATASETS-CATALOG/gh-pages/intake-catalogs/tasmax_Amon_HadCM3_historical_r10i1p1.yaml |
| last updated | 2013-08-27 |
Dataset Contents
<xarray.Dataset>
Dimensions: (bnds: 2, lat: 73, lon: 96, 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 -87.5 -85.0 -82.5 ... 82.5 85.0 87.5 90.0
* lon (lon) float64 0.0 3.75 7.5 11.25 15.0 ... 345.0 348.8 352.5 356.2
height float64 1.5
Dimensions without coordinates: bnds
Data variables:
time_bnds (time, bnds) float64 dask.array<chunksize=(300, 2), meta=np.ndarray>
lat_bnds (time, lat, bnds) float64 dask.array<chunksize=(300, 73, 2), meta=np.ndarray>
lon_bnds (time, lon, bnds) float64 dask.array<chunksize=(300, 96, 2), meta=np.ndarray>
tasmax (time, lat, lon) float32 dask.array<chunksize=(300, 73, 96), 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: 2073690.0
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: 1f2e1766-f66d-4464-8822-e93a1681b062
mo_runid: ajeej ajeet
product: output
experiment: historical
frequency: mon
creation_date: 2011-07-24T16:59:43Z
Conventions: CF-1.4
project_id: CMIP5
table_id: Table Amon (27 April 2011) a5a1c518f52ae340313ba0...
title: HadCM3 model output prepared for CMIP5 historical
parent_experiment: pre-industrial control
modeling_realm: atmos
realization: 10
cmor_version: 2.7.1xarray.Dataset
- bnds: 2
- lat: 73
- lon: 96
- 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 -87.5 -85.0 ... 87.5 90.0
- bounds :
- lat_bnds
- units :
- degrees_north
- axis :
- Y
- long_name :
- latitude
- standard_name :
- latitude
array([-90. , -87.5, -85. , -82.5, -80. , -77.5, -75. , -72.5, -70. , -67.5, -65. , -62.5, -60. , -57.5, -55. , -52.5, -50. , -47.5, -45. , -42.5, -40. , -37.5, -35. , -32.5, -30. , -27.5, -25. , -22.5, -20. , -17.5, -15. , -12.5, -10. , -7.5, -5. , -2.5, 0. , 2.5, 5. , 7.5, 10. , 12.5, 15. , 17.5, 20. , 22.5, 25. , 27.5, 30. , 32.5, 35. , 37.5, 40. , 42.5, 45. , 47.5, 50. , 52.5, 55. , 57.5, 60. , 62.5, 65. , 67.5, 70. , 72.5, 75. , 77.5, 80. , 82.5, 85. , 87.5, 90. ]) - lon(lon)float640.0 3.75 7.5 ... 348.8 352.5 356.2
- bounds :
- lon_bnds
- units :
- degrees_east
- axis :
- X
- long_name :
- longitude
- standard_name :
- longitude
array([ 0. , 3.75, 7.5 , 11.25, 15. , 18.75, 22.5 , 26.25, 30. , 33.75, 37.5 , 41.25, 45. , 48.75, 52.5 , 56.25, 60. , 63.75, 67.5 , 71.25, 75. , 78.75, 82.5 , 86.25, 90. , 93.75, 97.5 , 101.25, 105. , 108.75, 112.5 , 116.25, 120. , 123.75, 127.5 , 131.25, 135. , 138.75, 142.5 , 146.25, 150. , 153.75, 157.5 , 161.25, 165. , 168.75, 172.5 , 176.25, 180. , 183.75, 187.5 , 191.25, 195. , 198.75, 202.5 , 206.25, 210. , 213.75, 217.5 , 221.25, 225. , 228.75, 232.5 , 236.25, 240. , 243.75, 247.5 , 251.25, 255. , 258.75, 262.5 , 266.25, 270. , 273.75, 277.5 , 281.25, 285. , 288.75, 292.5 , 296.25, 300. , 303.75, 307.5 , 311.25, 315. , 318.75, 322.5 , 326.25, 330. , 333.75, 337.5 , 341.25, 345. , 348.75, 352.5 , 356.25]) - height()float641.5
- units :
- m
- axis :
- Z
- positive :
- up
- long_name :
- height
- standard_name :
- height
array(1.5)
- time_bnds(time, bnds)float64dask.array<chunksize=(300, 2), meta=np.ndarray>
Array Chunk Bytes 28.05 kB 4.80 kB Shape (1753, 2) (300, 2) Count 18 Tasks 6 Chunks Type float64 numpy.ndarray - lat_bnds(time, lat, bnds)float64dask.array<chunksize=(300, 73, 2), meta=np.ndarray>
Array Chunk Bytes 2.05 MB 350.40 kB Shape (1753, 73, 2) (300, 73, 2) Count 24 Tasks 6 Chunks Type float64 numpy.ndarray - lon_bnds(time, lon, bnds)float64dask.array<chunksize=(300, 96, 2), meta=np.ndarray>
Array Chunk Bytes 2.69 MB 460.80 kB Shape (1753, 96, 2) (300, 96, 2) Count 24 Tasks 6 Chunks Type float64 numpy.ndarray - tasmax(time, lat, lon)float32dask.array<chunksize=(300, 73, 96), meta=np.ndarray>
- standard_name :
- air_temperature
- long_name :
- Daily Maximum Near-Surface Air Temperature
- comment :
- monthly mean of the daily-maximum near-surface air temperature.
- units :
- K
- original_name :
- mo: Idl(func='calc_mean_pp_var', args='3236, lbproc=8192', stashcode='m01s03i236')
- cell_methods :
- time: maximum within days time: mean over days
- cell_measures :
- area: areacella
- history :
- 2011-07-24T16:59:42Z altered by CMOR: Treated scalar dimension: 'height'. 2011-07-24T16:59:42Z altered by CMOR: replaced missing value flag (-1.07374e+09) with standard missing value (1e+20). 2011-07-24T16:59:43Z altered by CMOR: Inverted axis: lat.
- associated_files :
- baseURL: http://cmip-pcmdi.llnl.gov/CMIP5/dataLocation gridspecFile: gridspec_atmos_fx_HadCM3_historical_r0i0p0.nc areacella: areacella_fx_HadCM3_historical_r0i0p0.nc
Array Chunk Bytes 49.14 MB 8.41 MB Shape (1753, 73, 96) (300, 73, 96) 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 :
- 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 :
- 2073690.0
- contact :
- doug.smith@metoffice.gov.uk, holger.pohlmann@metoffice.gov.uk
- history :
- MOHC pp to CMOR/NetCDF convertor (version 1.9.4) 2011-07-24T14:46:41Z 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 :
- 1f2e1766-f66d-4464-8822-e93a1681b062
- mo_runid :
- ajeej ajeet
- product :
- output
- experiment :
- historical
- frequency :
- mon
- creation_date :
- 2011-07-24T16:59:43Z
- Conventions :
- CF-1.4
- project_id :
- CMIP5
- table_id :
- Table Amon (27 April 2011) a5a1c518f52ae340313ba0aada03f862
- title :
- HadCM3 model output prepared for CMIP5 historical
- parent_experiment :
- pre-industrial control
- modeling_realm :
- atmos
- realization :
- 10
- cmor_version :
- 2.7.1