CSIRO-Mk3-6-0 model output prepared for CMIP5 RCP4.5
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_rcp45_r7i1p1.yaml")
ds=cat.netcdf.read()Metadata
| title | CSIRO-Mk3-6-0 model output prepared for CMIP5 RCP4.5 |
| location | /shared/cmip5/data/rcp45/atmos/mon/Amon/hfls/CSIRO-QCCCE.CSIRO-Mk3-6-0/r7i1p1 |
| 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_rcp45_r7i1p1.yaml |
| last updated | 2013-05-28 |
Dataset Contents
<xarray.Dataset>
Dimensions: (bnds: 2, lat: 96, lon: 192, time: 1140)
Coordinates:
* time (time) float64 5.696e+04 5.698e+04 ... 9.157e+04 9.16e+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 5.694e+04 5.697e+04 ... 9.158e+04 9.162e+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: rcp45
source: CSIRO-Mk3-6-0 2010 atmosphere: AGCM v7.3.8 (T63 s...
model_id: CSIRO-Mk3-6-0
forcing: Ant,Nat (RCP 4.5)
parent_experiment_id: historical
parent_experiment_rip: r7i1p1
branch_time: 56940.0
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: 421800ae-f6ab-4c43-8ae3-42b9dc3bc3a2
version_number: v20110518
product: output
experiment: RCP4.5
frequency: mon
creation_date: 2011-08-05T05:09:35Z
history: Experiment was initially truncated at December 20...
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 RCP4.5
parent_experiment: historical
modeling_realm: atmos
realization: 7
cmor_version: 2.6.0xarray.Dataset
- bnds: 2
- lat: 96
- lon: 192
- time: 1140
- time(time)float645.696e+04 5.698e+04 ... 9.16e+04
- bounds :
- time_bnds
- units :
- days since 1850-01-01 00:00:00
- calendar :
- noleap
- axis :
- T
- long_name :
- time
- standard_name :
- time
array([56955.5, 56985. , 57014.5, ..., 91538.5, 91569. , 91599.5])
- 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([[56940., 56971.], [56971., 56999.], [56999., 57030.], ..., [91523., 91554.], [91554., 91584.], [91584., 91615.]]) - 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_rcp45_r0i0p0.nc areacella: areacella_fx_CSIRO-Mk3-6-0_rcp45_r0i0p0.nc
[21012480 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 :
- rcp45
- 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 (RCP 4.5)
- parent_experiment_id :
- historical
- parent_experiment_rip :
- r7i1p1
- branch_time :
- 56940.0
- 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 :
- 421800ae-f6ab-4c43-8ae3-42b9dc3bc3a2
- version_number :
- v20110518
- product :
- output
- experiment :
- RCP4.5
- frequency :
- mon
- creation_date :
- 2011-08-05T05:09:35Z
- history :
- Experiment was initially truncated at December 2099 as RCP data for ozone were not available for 2100 and beyond. Modelling for year 2100 was performed using ozone data from 2099. 2011-08-05T05:09:35Z 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 RCP4.5
- parent_experiment :
- historical
- modeling_realm :
- atmos
- realization :
- 7
- cmor_version :
- 2.6.0