CSIRO-Mk3-6-0 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/hfls_Amon_CSIRO-Mk3-6-0_historical_r6i1p1.yaml")
ds=cat.netcdf.read()Metadata
| title | CSIRO-Mk3-6-0 model output prepared for CMIP5 historical |
| location | /shared/cmip5/data/historical/atmos/mon/Amon/hfls/CSIRO-QCCCE.CSIRO-Mk3-6-0/r6i1p1 |
| tags | gridded,global,model,monthly |
| catalog_dir | https://raw.githubusercontent.com/kpegion/COLA-DATASETS-CATALOG/gh-pages/intake-catalogs/hfls_Amon_CSIRO-Mk3-6-0_historical_r6i1p1.yaml |
| last updated | 2013-05-25 |
Dataset Contents
<xarray.Dataset>
Dimensions: (bnds: 2, lat: 96, lon: 192, time: 1872)
Coordinates:
* time (time) float64 15.5 45.0 74.5 ... 5.686e+04 5.689e+04 5.692e+04
* lat (lat) float64 -88.57 -86.72 -84.86 -83.0 ... 84.86 86.72 88.57
* 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 0.0 31.0 31.0 ... 5.691e+04 5.694e+04
lat_bnds (lat, bnds) float64 -90.0 -87.65 -87.65 ... 87.65 87.65 90.0
lon_bnds (lon, bnds) float64 -0.9375 0.9375 0.9375 ... 357.2 357.2 359.1
hfls (time, lat, lon) float32 ...
Attributes:
institution: Australian Commonwealth Scientific and Industrial...
institute_id: CSIRO-QCCCE
experiment_id: historical
source: CSIRO-Mk3-6-0 2010 atmosphere: AGCM v7.3.8 (T63 s...
model_id: CSIRO-Mk3-6-0
forcing: Ant,Nat (all forcings)
parent_experiment_id: piControl
parent_experiment_rip: r1i1p1
branch_time: 50005.0
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: b927b49e-0539-49c9-a64d-73ed7f5c2879
version_number: v20110518
product: output
experiment: historical
frequency: mon
creation_date: 2011-07-27T02:46:16Z
history: 2011-07-27T02:46:16Z CMOR rewrote data to comply ...
Conventions: CF-1.4
project_id: CMIP5
table_id: Table Amon (27 April 2011) 36bda60a55c2e1a01b1b17...
title: CSIRO-Mk3-6-0 model output prepared for CMIP5 his...
parent_experiment: piControl
modeling_realm: atmos
realization: 6
cmor_version: 2.6.0xarray.Dataset
- bnds: 2
- lat: 96
- lon: 192
- time: 1872
- time(time)float6415.5 45.0 ... 5.689e+04 5.692e+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, ..., 5.68635e+04, 5.68940e+04, 5.69245e+04]) - lat(lat)float64-88.57 -86.72 ... 86.72 88.57
- bounds :
- lat_bnds
- units :
- degrees_north
- axis :
- Y
- long_name :
- latitude
- standard_name :
- latitude
array([-88.572166, -86.722534, -84.861969, -82.99894 , -81.134979, -79.270561, -77.405891, -75.541061, -73.676132, -71.811134, -69.946083, -68.080994, -66.215874, -64.350731, -62.485569, -60.620396, -58.755211, -56.890011, -55.024807, -53.159595, -51.294376, -49.429153, -47.563927, -45.698692, -43.833458, -41.96822 , -40.102978, -38.237736, -36.37249 , -34.507244, -32.641994, -30.776745, -28.911493, -27.04624 , -25.180986, -23.315731, -21.450476, -19.585218, -17.719961, -15.854704, -13.989446, -12.124187, -10.258928, -8.393669, -6.528409, -4.66315 , -2.79789 , -0.93263 , 0.93263 , 2.79789 , 4.66315 , 6.528409, 8.393669, 10.258928, 12.124187, 13.989446, 15.854704, 17.719961, 19.585218, 21.450476, 23.315731, 25.180986, 27.04624 , 28.911493, 30.776745, 32.641994, 34.507244, 36.37249 , 38.237736, 40.102978, 41.96822 , 43.833458, 45.698692, 47.563927, 49.429153, 51.294376, 53.159595, 55.024807, 56.890011, 58.755211, 60.620396, 62.485569, 64.350731, 66.215874, 68.080994, 69.946083, 71.811134, 73.676132, 75.541061, 77.405891, 79.270561, 81.134979, 82.99894 , 84.861969, 86.722534, 88.572166]) - 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)float64...
array([[0.0000e+00, 3.1000e+01], [3.1000e+01, 5.9000e+01], [5.9000e+01, 9.0000e+01], ..., [5.6848e+04, 5.6879e+04], [5.6879e+04, 5.6909e+04], [5.6909e+04, 5.6940e+04]]) - lat_bnds(lat, bnds)float64...
array([[-90. , -87.64735 ], [-87.64735 , -85.792252], [-85.792252, -83.930454], [-83.930454, -82.066959], [-82.066959, -80.20277 ], [-80.20277 , -78.338226], [-78.338226, -76.473476], [-76.473476, -74.608597], [-74.608597, -72.743633], [-72.743633, -70.878609], [-70.878609, -69.013538], [-69.013538, -67.148434], [-67.148434, -65.283302], [-65.283302, -63.41815 ], [-63.41815 , -61.552982], [-61.552982, -59.687803], [-59.687803, -57.822611], [-57.822611, -55.957409], [-55.957409, -54.092201], [-54.092201, -52.226986], [-52.226986, -50.361765], [-50.361765, -48.49654 ], [-48.49654 , -46.63131 ], [-46.63131 , -44.766075], [-44.766075, -42.900839], [-42.900839, -41.035599], [-41.035599, -39.170357], [-39.170357, -37.305113], [-37.305113, -35.439867], [-35.439867, -33.574619], [-33.574619, -31.70937 ], [-31.70937 , -29.844119], [-29.844119, -27.978867], [-27.978867, -26.113613], [-26.113613, -24.248359], [-24.248359, -22.383103], [-22.383103, -20.517847], [-20.517847, -18.65259 ], [-18.65259 , -16.787333], [-16.787333, -14.922075], [-14.922075, -13.056817], [-13.056817, -11.191558], [-11.191558, -9.326299], [ -9.326299, -7.461039], [ -7.461039, -5.59578 ], [ -5.59578 , -3.73052 ], [ -3.73052 , -1.86526 ], [ -1.86526 , 0. ], [ 0. , 1.86526 ], [ 1.86526 , 3.73052 ], [ 3.73052 , 5.59578 ], [ 5.59578 , 7.461039], [ 7.461039, 9.326299], [ 9.326299, 11.191558], [ 11.191558, 13.056817], [ 13.056817, 14.922075], [ 14.922075, 16.787333], [ 16.787333, 18.65259 ], [ 18.65259 , 20.517847], [ 20.517847, 22.383103], [ 22.383103, 24.248359], [ 24.248359, 26.113613], [ 26.113613, 27.978867], [ 27.978867, 29.844119], [ 29.844119, 31.70937 ], [ 31.70937 , 33.574619], [ 33.574619, 35.439867], [ 35.439867, 37.305113], [ 37.305113, 39.170357], [ 39.170357, 41.035599], [ 41.035599, 42.900839], [ 42.900839, 44.766075], [ 44.766075, 46.63131 ], [ 46.63131 , 48.49654 ], [ 48.49654 , 50.361765], [ 50.361765, 52.226986], [ 52.226986, 54.092201], [ 54.092201, 55.957409], [ 55.957409, 57.822611], [ 57.822611, 59.687803], [ 59.687803, 61.552982], [ 61.552982, 63.41815 ], [ 63.41815 , 65.283302], [ 65.283302, 67.148434], [ 67.148434, 69.013538], [ 69.013538, 70.878609], [ 70.878609, 72.743633], [ 72.743633, 74.608597], [ 74.608597, 76.473476], [ 76.473476, 78.338226], [ 78.338226, 80.20277 ], [ 80.20277 , 82.066959], [ 82.066959, 83.930454], [ 83.930454, 85.792252], [ 85.792252, 87.64735 ], [ 87.64735 , 90. ]]) - lon_bnds(lon, bnds)float64...
array([[ -0.9375, 0.9375], [ 0.9375, 2.8125], [ 2.8125, 4.6875], ..., [353.4375, 355.3125], [355.3125, 357.1875], [357.1875, 359.0625]]) - hfls(time, lat, lon)float32...
- standard_name :
- surface_upward_latent_heat_flux
- long_name :
- Surface Upward Latent Heat Flux
- comment :
- Heat flux only due to evaporation: flux due to sublimation is not included (Please ignore the CMIP5_table_comment), CMIP5_table_comment: includes both evaporation and sublimation
- units :
- W m-2
- original_name :
- evp
- history :
- Data converted from mm/day (evaporation) to W/m2 (heat flux) by multiplying by 28.9 (assumes a latent heat of vaporization of 2.5 MJ/kg)
- cell_methods :
- time: mean
- cell_measures :
- area: areacella
- associated_files :
- baseURL: http://cmip-pcmdi.llnl.gov/CMIP5/dataLocation gridspecFile: gridspec_atmos_fx_CSIRO-Mk3-6-0_historical_r0i0p0.nc areacella: areacella_fx_CSIRO-Mk3-6-0_historical_r0i0p0.nc
[34504704 values with dtype=float32]
- 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 :
- historical
- 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 :
- Ant,Nat (all forcings)
- parent_experiment_id :
- piControl
- parent_experiment_rip :
- r1i1p1
- branch_time :
- 50005.0
- contact :
- Project leaders: Stephen Jeffrey (Stephen.Jeffrey@climatechange.qld.gov.au) and Leon Rotstayn (Leon.Rotstayn@csiro.au). Technical team: Mark Collier (Mark.Collier@csiro.au, diagnostics and post-processing), Stacey Dravitzki (Stacey.Dravitzki@csiro.au, post-processing), Hal Gordon (Hal.Gordon@csiro.au, atmosphere dynamics), Carlo Hamalainen (Carlo.Hamalainen@climatechange.qld.gov.au, post-processing), Tony Hirst (Tony.Hirst@csiro.au, ocean model), Stephen Jeffrey (Stephen.Jeffrey@climatechange.qld.gov.au, experimental design, modelling operations and post-processing), Eva Kowalczyk (Eva.Kowalczyk@csiro.au, land-surface), Siobhan O\'Farrell (Siobhan.O\'Farrell@csiro.au, ocean model, sea-ice and ocean diagnostics) Leon Rotstayn (Leon.Rotstayn@csiro.au, atmospheric physics), Kenneth Wong (Kenneth Wong@climatechange.qld.gov.au, data management and diagnostics)
- 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 :
- b927b49e-0539-49c9-a64d-73ed7f5c2879
- version_number :
- v20110518
- product :
- output
- experiment :
- historical
- frequency :
- mon
- creation_date :
- 2011-07-27T02:46:16Z
- history :
- 2011-07-27T02:46:16Z CMOR rewrote data to comply with CF standards and CMIP5 requirements.
- Conventions :
- CF-1.4
- project_id :
- CMIP5
- table_id :
- Table Amon (27 April 2011) 36bda60a55c2e1a01b1b1782daf91fea
- title :
- CSIRO-Mk3-6-0 model output prepared for CMIP5 historical
- parent_experiment :
- piControl
- modeling_realm :
- atmos
- realization :
- 6
- cmor_version :
- 2.6.0