CSIRO-Mk3-6-0 model output prepared for CMIP5 natural-only
Load in Python
from intake import open_catalog
cat = open_catalog("https://raw.githubusercontent.com/kpegion/COLA-DATASETS-CATALOG/gh-pages/intake-catalogs/thetao_Omon_CSIRO-Mk3-6-0_historicalNat_r4i1p1.yaml")
ds=cat.netcdf.read()Metadata
| title | CSIRO-Mk3-6-0 model output prepared for CMIP5 natural-only |
| location | /shared/cmip5/data/historicalNat/ocean/mon/Omon/thetao/CSIRO-QCCCE.CSIRO-Mk3-6-0/r4i1p1 |
| tags | gridded,global,model,monthly |
| catalog_dir | https://raw.githubusercontent.com/kpegion/COLA-DATASETS-CATALOG/gh-pages/intake-catalogs/thetao_Omon_CSIRO-Mk3-6-0_historicalNat_r4i1p1.yaml |
| last updated | 2014-11-25 |
Dataset Contents
<xarray.Dataset>
Dimensions: (bnds: 2, lat: 189, lev: 31, lon: 192, time: 1956)
Coordinates:
* time (time) float64 15.5 45.0 74.5 ... 5.942e+04 5.945e+04 5.948e+04
* lev (lev) float64 5.0 15.0 28.25 42.02 ... 4e+03 4.4e+03 4.8e+03
* lat (lat) float64 -88.2 -87.24 -86.3 -85.36 ... 85.36 86.3 87.24
* lon (lon) float64 0.0 1.875 3.75 5.625 ... 352.5 354.4 356.2 358.1
Dimensions without coordinates: bnds
Data variables:
time_bnds (time, bnds) float64 dask.array<chunksize=(120, 2), meta=np.ndarray>
lev_bnds (time, lev, bnds) float64 dask.array<chunksize=(120, 31, 2), meta=np.ndarray>
lat_bnds (time, lat, bnds) float64 dask.array<chunksize=(120, 189, 2), meta=np.ndarray>
lon_bnds (time, lon, bnds) float64 dask.array<chunksize=(120, 192, 2), meta=np.ndarray>
thetao (time, lev, lat, lon) float32 dask.array<chunksize=(120, 31, 189, 192), meta=np.ndarray>
Attributes:
institution: Australian Commonwealth Scientific and Industrial...
institute_id: CSIRO-QCCCE
experiment_id: historicalNat
source: CSIRO-Mk3-6-0 2010 atmosphere: AGCM v7.3.8 (T63 s...
model_id: CSIRO-Mk3-6-0
forcing: Nat
parent_experiment_id: piControl
parent_experiment_rip: r1i1p1
branch_time: 42340.0
contact: Project leaders: Stephen Jeffrey (Stephen.Jeffrey...
comment: Model output post-processed by the CSIRO-QCCCE CM...
references: a) Rotstayn, L., Collier, M., Dix, M., Feng, Y., ...
initialization_method: 1
physics_version: 1
tracking_id: 950041a8-36f4-41fd-8518-a7a77a505f28
version_number: v20110518
product: output
experiment: natural-only
frequency: mon
creation_date: 2011-07-16T07:45:12Z
history: Historical period was extended to Dec 2012 using ...
Conventions: CF-1.4
project_id: CMIP5
table_id: Table Omon (27 April 2011) 9e1a53e4873bf6f2687990...
title: CSIRO-Mk3-6-0 model output prepared for CMIP5 nat...
parent_experiment: piControl
modeling_realm: ocean
realization: 4
cmor_version: 2.6.0xarray.Dataset
- bnds: 2
- lat: 189
- lev: 31
- lon: 192
- time: 1956
- time(time)float6415.5 45.0 ... 5.945e+04 5.948e+04
- bounds :
- time_bnds
- units :
- days since 1850-01-01 00:00:00
- calendar :
- noleap
- axis :
- T
- long_name :
- time
- standard_name :
- time
array([1.55000e+01, 4.50000e+01, 7.45000e+01, ..., 5.94185e+04, 5.94490e+04, 5.94795e+04]) - lev(lev)float645.0 15.0 28.25 ... 4.4e+03 4.8e+03
- bounds :
- lev_bnds
- units :
- m
- axis :
- Z
- positive :
- down
- long_name :
- ocean depth coordinate
- standard_name :
- depth
array([ 5. , 15. , 28.248472, 42.02459 , 59.662518, 78.541 , 102.110092, 127.883072, 159.466507, 194.555527, 236.968185, 284.645325, 341.690704, 406.377258, 483.194916, 570.865234, 674.860718, 793.761597, 934.076294, 1095.214355, 1284.648682, 1502.909912, 1758.774902, 2054.291992, 2400. , 2800. , 3200. , 3600. , 4000. , 4400. , 4800. ]) - lat(lat)float64-88.2 -87.24 -86.3 ... 86.3 87.24
- bounds :
- lat_bnds
- units :
- degrees_north
- axis :
- Y
- long_name :
- latitude
- standard_name :
- latitude
array([-88.195206, -87.239769, -86.297112, -85.358734, -84.422318, -83.48703 , -82.552406, -81.618225, -80.684349, -79.750702, -78.81723 , -77.883888, -76.950638, -76.017456, -75.084351, -74.151306, -73.218292, -72.285316, -71.352379, -70.419472, -69.48658 , -68.553719, -67.620872, -66.688034, -65.755211, -64.822403, -63.889606, -62.956825, -62.024052, -61.091278, -60.158516, -59.225765, -58.293018, -57.360271, -56.427536, -55.494804, -54.562073, -53.629345, -52.696625, -51.763901, -50.831184, -49.898472, -48.965763, -48.033054, -47.100346, -46.167641, -45.23494 , -44.302242, -43.369545, -42.436848, -41.504154, -40.571461, -39.638767, -38.706081, -37.773392, -36.840702, -35.908016, -34.97533 , -34.042645, -33.109959, -32.17728 , -31.2446 , -30.311918, -29.37924 , -28.44656 , -27.513878, -26.5812 , -25.648521, -24.715845, -23.783169, -22.850491, -21.917814, -20.985138, -20.052464, -19.119789, -18.187115, -17.254442, -16.321768, -15.389094, -14.45642 , -13.523747, -12.591075, -11.658402, -10.72573 , -9.793058, -8.860387, -7.927715, -6.995043, -6.062372, -5.129701, -4.19703 , -3.264358, -2.331687, -1.399016, -0.46634 , 0.46634 , 1.399016, 2.331687, 3.264358, 4.19703 , 5.129701, 6.062372, 6.995043, 7.927715, 8.860387, 9.793058, 10.72573 , 11.658402, 12.591075, 13.523747, 14.45642 , 15.389094, 16.321768, 17.254442, 18.187115, 19.119789, 20.052464, 20.985138, 21.917814, 22.850491, 23.783169, 24.715845, 25.648521, 26.5812 , 27.513878, 28.44656 , 29.37924 , 30.311918, 31.2446 , 32.17728 , 33.109959, 34.042645, 34.97533 , 35.908016, 36.840702, 37.773392, 38.706081, 39.638767, 40.571461, 41.504154, 42.436848, 43.369545, 44.302242, 45.23494 , 46.167641, 47.100346, 48.033054, 48.965763, 49.898472, 50.831184, 51.763901, 52.696625, 53.629345, 54.562073, 55.494804, 56.427536, 57.360271, 58.293018, 59.225765, 60.158516, 61.091278, 62.024052, 62.956825, 63.889606, 64.822403, 65.755211, 66.688034, 67.620872, 68.553719, 69.48658 , 70.419472, 71.352379, 72.285316, 73.218292, 74.151306, 75.084351, 76.017456, 76.950638, 77.883888, 78.81723 , 79.750702, 80.684349, 81.618225, 82.552406, 83.48703 , 84.422318, 85.358734, 86.297112, 87.239769]) - lon(lon)float640.0 1.875 3.75 ... 356.2 358.1
- bounds :
- lon_bnds
- units :
- degrees_east
- axis :
- X
- long_name :
- longitude
- standard_name :
- longitude
array([ 0. , 1.875, 3.75 , 5.625, 7.5 , 9.375, 11.25 , 13.125, 15. , 16.875, 18.75 , 20.625, 22.5 , 24.375, 26.25 , 28.125, 30. , 31.875, 33.75 , 35.625, 37.5 , 39.375, 41.25 , 43.125, 45. , 46.875, 48.75 , 50.625, 52.5 , 54.375, 56.25 , 58.125, 60. , 61.875, 63.75 , 65.625, 67.5 , 69.375, 71.25 , 73.125, 75. , 76.875, 78.75 , 80.625, 82.5 , 84.375, 86.25 , 88.125, 90. , 91.875, 93.75 , 95.625, 97.5 , 99.375, 101.25 , 103.125, 105. , 106.875, 108.75 , 110.625, 112.5 , 114.375, 116.25 , 118.125, 120. , 121.875, 123.75 , 125.625, 127.5 , 129.375, 131.25 , 133.125, 135. , 136.875, 138.75 , 140.625, 142.5 , 144.375, 146.25 , 148.125, 150. , 151.875, 153.75 , 155.625, 157.5 , 159.375, 161.25 , 163.125, 165. , 166.875, 168.75 , 170.625, 172.5 , 174.375, 176.25 , 178.125, 180. , 181.875, 183.75 , 185.625, 187.5 , 189.375, 191.25 , 193.125, 195. , 196.875, 198.75 , 200.625, 202.5 , 204.375, 206.25 , 208.125, 210. , 211.875, 213.75 , 215.625, 217.5 , 219.375, 221.25 , 223.125, 225. , 226.875, 228.75 , 230.625, 232.5 , 234.375, 236.25 , 238.125, 240. , 241.875, 243.75 , 245.625, 247.5 , 249.375, 251.25 , 253.125, 255. , 256.875, 258.75 , 260.625, 262.5 , 264.375, 266.25 , 268.125, 270. , 271.875, 273.75 , 275.625, 277.5 , 279.375, 281.25 , 283.125, 285. , 286.875, 288.75 , 290.625, 292.5 , 294.375, 296.25 , 298.125, 300. , 301.875, 303.75 , 305.625, 307.5 , 309.375, 311.25 , 313.125, 315. , 316.875, 318.75 , 320.625, 322.5 , 324.375, 326.25 , 328.125, 330. , 331.875, 333.75 , 335.625, 337.5 , 339.375, 341.25 , 343.125, 345. , 346.875, 348.75 , 350.625, 352.5 , 354.375, 356.25 , 358.125])
- time_bnds(time, bnds)float64dask.array<chunksize=(120, 2), meta=np.ndarray>
Array Chunk Bytes 31.30 kB 1.92 kB Shape (1956, 2) (120, 2) Count 51 Tasks 17 Chunks Type float64 numpy.ndarray - lev_bnds(time, lev, bnds)float64dask.array<chunksize=(120, 31, 2), meta=np.ndarray>
Array Chunk Bytes 970.18 kB 59.52 kB Shape (1956, 31, 2) (120, 31, 2) Count 68 Tasks 17 Chunks Type float64 numpy.ndarray - lat_bnds(time, lat, bnds)float64dask.array<chunksize=(120, 189, 2), meta=np.ndarray>
Array Chunk Bytes 5.91 MB 362.88 kB Shape (1956, 189, 2) (120, 189, 2) Count 68 Tasks 17 Chunks Type float64 numpy.ndarray - lon_bnds(time, lon, bnds)float64dask.array<chunksize=(120, 192, 2), meta=np.ndarray>
Array Chunk Bytes 6.01 MB 368.64 kB Shape (1956, 192, 2) (120, 192, 2) Count 68 Tasks 17 Chunks Type float64 numpy.ndarray - thetao(time, lev, lat, lon)float32dask.array<chunksize=(120, 31, 189, 192), meta=np.ndarray>
- standard_name :
- sea_water_potential_temperature
- long_name :
- Sea Water Potential Temperature
- units :
- K
- original_name :
- Temp
- comment :
- Data is stored on the native ocean T-grid on which the data was generated. (MOM2 uses a rectangular staggered grid with T cells and U cells.)
- original_units :
- celsius
- history :
- 2011-07-16T07:45:12Z altered by CMOR: Converted units from 'celsius' to 'K'. 2011-07-16T07:45:12Z altered by CMOR: replaced missing value flag (-7.77778e+06) with standard missing value (1e+20).
- cell_methods :
- time: mean
- cell_measures :
- area: areacello volume: volcello
- associated_files :
- baseURL: http://cmip-pcmdi.llnl.gov/CMIP5/dataLocation gridspecFile: gridspec_ocean_fx_CSIRO-Mk3-6-0_historicalNat_r0i0p0.nc areacello: areacello_fx_CSIRO-Mk3-6-0_historicalNat_r0i0p0.nc volcello: volcello_fx_CSIRO-Mk3-6-0_historicalNat_r0i0p0.nc
Array Chunk Bytes 8.80 GB 539.97 MB Shape (1956, 31, 189, 192) (120, 31, 189, 192) Count 51 Tasks 17 Chunks Type float32 numpy.ndarray
- institution :
- Australian Commonwealth Scientific and Industrial Research Organization (CSIRO) Marine and Atmospheric Research (Melbourne, Australia) in collaboration with the Queensland Climate Change Centre of Excellence (QCCCE) (Brisbane, Australia)
- institute_id :
- CSIRO-QCCCE
- experiment_id :
- historicalNat
- source :
- CSIRO-Mk3-6-0 2010 atmosphere: AGCM v7.3.8 (T63 spectral, 1.875 degrees EW x approx. 1.875 degrees NS, 18 levels); ocean: GFDL MOM2.2 (1.875 degrees EW x approx. 0.9375 degrees NS, 31 levels)
- model_id :
- CSIRO-Mk3-6-0
- forcing :
- Nat
- parent_experiment_id :
- piControl
- parent_experiment_rip :
- r1i1p1
- branch_time :
- 42340.0
- contact :
- Project leaders: Stephen Jeffrey (Stephen.Jeffrey@qld.gov.au) & Leon Rotstayn (Leon.Rotstayn@csiro.au). Project team: Mark Collier (Mark.Collier@csiro.au: diagnostics & post-processing), Stacey Dravitzki (Stacey.Dravitzki@csiro.au: post-processing), Carlo Hamalainen (Carlo.Hamalainen@qld.gov.au: post-processing), Steve Jeffrey (Stephen.Jeffrey@qld.gov.au: modeling & post-processing), Chris Moeseneder (Chris.Moeseneder@csiro.au: post-processing), Leon Rotstayn (Leon.Rotstayn@csiro.au: modeling & atmos. physics), Jozef Syktus (Jozef.Syktus@qld.gov.au: model evaluation), Kenneth Wong (Kenneth.Wong@qld.gov.au: data management), Contributors: Martin Dix (Martin.Dix@csiro.au: tech. support), Hal Gordon (Hal.Gordon@csiro.au: atmos. dynamics), Eva Kowalczyk (Eva.Kowalczyk@csiro.au: land-surface), Siobhan O'Farrell (Siobhan.OFarrell@csiro.au: ocean & sea-ice)
- comment :
- Model output post-processed by the CSIRO-QCCCE CMIP5 Data post-processor for the IPCC Fifth Assessment.
- references :
- a) Rotstayn, L., Collier, M., Dix, M., Feng, Y., Gordon, H., O\'Farrell, S., Smith, I. and Syktus, J. 2010. Improved simulation of Australian climate and ENSO-related climate variability in a GCM with an interactive aerosol treatment. Int. J. Climatology, vol 30(7), pp1067-1088, DOI 10.1002/joc.1952 b) Please refer to online documentation at: http://cmip-pcmdi.llnl.gov/cmip5/
- initialization_method :
- 1
- physics_version :
- 1
- tracking_id :
- 950041a8-36f4-41fd-8518-a7a77a505f28
- version_number :
- v20110518
- product :
- output
- experiment :
- natural-only
- frequency :
- mon
- creation_date :
- 2011-07-16T07:45:12Z
- history :
- Historical period was extended to Dec 2012 using RCP 4.5 forcing data. 2011-07-16T07:45:12Z CMOR rewrote data to comply with CF standards and CMIP5 requirements.
- Conventions :
- CF-1.4
- project_id :
- CMIP5
- table_id :
- Table Omon (27 April 2011) 9e1a53e4873bf6f26879903e165fe4a0
- title :
- CSIRO-Mk3-6-0 model output prepared for CMIP5 natural-only
- parent_experiment :
- piControl
- modeling_realm :
- ocean
- realization :
- 4
- cmor_version :
- 2.6.0