MPI-ESM-LR model output prepared for CMIP5 10- or 30-year run initialized in year 1980
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_MPI-ESM-LR_decadal1980_r5i1p1.yaml")
ds=cat.netcdf.read()Metadata
| title | MPI-ESM-LR model output prepared for CMIP5 10- or 30-year run initialized in year 1980 |
| location | /shared/cmip5/data/decadal1980/atmos/mon/Amon/hfls/MPI-M.MPI-ESM-LR/r5i1p1 |
| tags | gridded,global,model,monthly |
| catalog_dir | https://raw.githubusercontent.com/kpegion/COLA-DATASETS-CATALOG/gh-pages/intake-catalogs/hfls_Amon_MPI-ESM-LR_decadal1980_r5i1p1.yaml |
| last updated | 2013-05-25 |
Dataset Contents
<xarray.Dataset>
Dimensions: (bnds: 2, lat: 96, lon: 192, time: 120)
Coordinates:
* time (time) float64 15.5 45.0 74.5 ... 3.576e+03 3.606e+03 3.636e+03
* 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 ... 3.621e+03 3.652e+03
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: Max Planck Institute for Meteorology
institute_id: MPI-M
experiment_id: decadal1980
source: MPI-ESM-LR 2011; URL: http://svn.zmaw.de/svn/cosm...
model_id: MPI-ESM-LR
forcing: GHG Oz SD Sl Vl LU
parent_experiment_id: N/A
parent_experiment_rip: N/A
branch_time: 0.0
contact: cmip5-mpi-esm@dkrz.de
history: Model raw output postprocessing with modelling en...
references: ECHAM6: n/a; JSBACH: Raddatz et al., 2007. Will t...
initialization_method: 1
physics_version: 1
tracking_id: 3afd97ac-295a-4637-b94b-0b77f5ee4922
product: output
experiment: 10- or 30-year run initialized in year 1980
frequency: mon
creation_date: 2011-11-09T08:53:10Z
Conventions: CF-1.4
project_id: CMIP5
table_id: Table Amon (27 April 2011) a5a1c518f52ae340313ba0...
title: MPI-ESM-LR model output prepared for CMIP5 10- or...
parent_experiment: N/A
modeling_realm: atmos
realization: 5
cmor_version: 2.6.0xarray.Dataset
- bnds: 2
- lat: 96
- lon: 192
- time: 120
- time(time)float6415.5 45.0 ... 3.606e+03 3.636e+03
- bounds :
- time_bnds
- units :
- days since 1981-1-1 00:00:00
- calendar :
- proleptic_gregorian
- axis :
- T
- long_name :
- time
- standard_name :
- time
array([ 15.5, 45. , 74.5, 105. , 135.5, 166. , 196.5, 227.5, 258. , 288.5, 319. , 349.5, 380.5, 410. , 439.5, 470. , 500.5, 531. , 561.5, 592.5, 623. , 653.5, 684. , 714.5, 745.5, 775. , 804.5, 835. , 865.5, 896. , 926.5, 957.5, 988. , 1018.5, 1049. , 1079.5, 1110.5, 1140.5, 1170.5, 1201. , 1231.5, 1262. , 1292.5, 1323.5, 1354. , 1384.5, 1415. , 1445.5, 1476.5, 1506. , 1535.5, 1566. , 1596.5, 1627. , 1657.5, 1688.5, 1719. , 1749.5, 1780. , 1810.5, 1841.5, 1871. , 1900.5, 1931. , 1961.5, 1992. , 2022.5, 2053.5, 2084. , 2114.5, 2145. , 2175.5, 2206.5, 2236. , 2265.5, 2296. , 2326.5, 2357. , 2387.5, 2418.5, 2449. , 2479.5, 2510. , 2540.5, 2571.5, 2601.5, 2631.5, 2662. , 2692.5, 2723. , 2753.5, 2784.5, 2815. , 2845.5, 2876. , 2906.5, 2937.5, 2967. , 2996.5, 3027. , 3057.5, 3088. , 3118.5, 3149.5, 3180. , 3210.5, 3241. , 3271.5, 3302.5, 3332. , 3361.5, 3392. , 3422.5, 3453. , 3483.5, 3514.5, 3545. , 3575.5, 3606. , 3636.5]) - 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, -56.890015, -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., 31.], [ 31., 59.], [ 59., 90.], ..., [3560., 3591.], [3591., 3621.], [3621., 3652.]]) - lat_bnds(lat, bnds)float64...
array([[-9.000000e+01, -8.764735e+01], [-8.764735e+01, -8.579225e+01], [-8.579225e+01, -8.393045e+01], [-8.393045e+01, -8.206696e+01], [-8.206696e+01, -8.020277e+01], [-8.020277e+01, -7.833823e+01], [-7.833823e+01, -7.647348e+01], [-7.647348e+01, -7.460860e+01], [-7.460860e+01, -7.274363e+01], [-7.274363e+01, -7.087861e+01], [-7.087861e+01, -6.901354e+01], [-6.901354e+01, -6.714843e+01], [-6.714843e+01, -6.528330e+01], [-6.528330e+01, -6.341815e+01], [-6.341815e+01, -6.155298e+01], [-6.155298e+01, -5.968780e+01], [-5.968780e+01, -5.782261e+01], [-5.782261e+01, -5.595741e+01], [-5.595741e+01, -5.409220e+01], [-5.409220e+01, -5.222699e+01], [-5.222699e+01, -5.036176e+01], [-5.036176e+01, -4.849654e+01], [-4.849654e+01, -4.663131e+01], [-4.663131e+01, -4.476608e+01], [-4.476608e+01, -4.290084e+01], [-4.290084e+01, -4.103560e+01], [-4.103560e+01, -3.917036e+01], [-3.917036e+01, -3.730511e+01], [-3.730511e+01, -3.543987e+01], [-3.543987e+01, -3.357462e+01], [-3.357462e+01, -3.170937e+01], [-3.170937e+01, -2.984412e+01], [-2.984412e+01, -2.797887e+01], [-2.797887e+01, -2.611361e+01], [-2.611361e+01, -2.424836e+01], [-2.424836e+01, -2.238310e+01], [-2.238310e+01, -2.051785e+01], [-2.051785e+01, -1.865259e+01], [-1.865259e+01, -1.678733e+01], [-1.678733e+01, -1.492207e+01], [-1.492207e+01, -1.305682e+01], [-1.305682e+01, -1.119156e+01], [-1.119156e+01, -9.326299e+00], [-9.326299e+00, -7.461039e+00], [-7.461039e+00, -5.595780e+00], [-5.595780e+00, -3.730520e+00], [-3.730520e+00, -1.865260e+00], [-1.865260e+00, -5.960464e-08], [-5.960464e-08, 1.865260e+00], [ 1.865260e+00, 3.730520e+00], [ 3.730520e+00, 5.595780e+00], [ 5.595780e+00, 7.461039e+00], [ 7.461039e+00, 9.326299e+00], [ 9.326299e+00, 1.119156e+01], [ 1.119156e+01, 1.305682e+01], [ 1.305682e+01, 1.492207e+01], [ 1.492207e+01, 1.678733e+01], [ 1.678733e+01, 1.865259e+01], [ 1.865259e+01, 2.051785e+01], [ 2.051785e+01, 2.238310e+01], [ 2.238310e+01, 2.424836e+01], [ 2.424836e+01, 2.611361e+01], [ 2.611361e+01, 2.797887e+01], [ 2.797887e+01, 2.984412e+01], [ 2.984412e+01, 3.170937e+01], [ 3.170937e+01, 3.357462e+01], [ 3.357462e+01, 3.543987e+01], [ 3.543987e+01, 3.730511e+01], [ 3.730511e+01, 3.917036e+01], [ 3.917036e+01, 4.103560e+01], [ 4.103560e+01, 4.290084e+01], [ 4.290084e+01, 4.476608e+01], [ 4.476608e+01, 4.663131e+01], [ 4.663131e+01, 4.849654e+01], [ 4.849654e+01, 5.036176e+01], [ 5.036176e+01, 5.222699e+01], [ 5.222699e+01, 5.409220e+01], [ 5.409220e+01, 5.595741e+01], [ 5.595741e+01, 5.782261e+01], [ 5.782261e+01, 5.968780e+01], [ 5.968780e+01, 6.155298e+01], [ 6.155298e+01, 6.341815e+01], [ 6.341815e+01, 6.528330e+01], [ 6.528330e+01, 6.714843e+01], [ 6.714843e+01, 6.901354e+01], [ 6.901354e+01, 7.087861e+01], [ 7.087861e+01, 7.274363e+01], [ 7.274363e+01, 7.460860e+01], [ 7.460860e+01, 7.647348e+01], [ 7.647348e+01, 7.833823e+01], [ 7.833823e+01, 8.020277e+01], [ 8.020277e+01, 8.206696e+01], [ 8.206696e+01, 8.393045e+01], [ 8.393045e+01, 8.579225e+01], [ 8.579225e+01, 8.764735e+01], [ 8.764735e+01, 9.000000e+01]]) - 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 :
- includes both evaporation and sublimation
- units :
- W m-2
- cell_methods :
- time: mean
- cell_measures :
- area: areacella
- history :
- 2011-11-09T08:53:10Z altered by CMOR: replaced missing value flag (-1e+20) with standard missing value (1e+20).
- associated_files :
- baseURL: http://cmip-pcmdi.llnl.gov/CMIP5/dataLocation gridspecFile: gridspec_atmos_fx_MPI-ESM-LR_decadal1980_r0i0p0.nc areacella: areacella_fx_MPI-ESM-LR_decadal1980_r0i0p0.nc
[2211840 values with dtype=float32]
- institution :
- Max Planck Institute for Meteorology
- institute_id :
- MPI-M
- experiment_id :
- decadal1980
- source :
- MPI-ESM-LR 2011; URL: http://svn.zmaw.de/svn/cosmos/branches/releases/mpi-esm-cmip5/src/mod; atmosphere: ECHAM6 (REV: 4873), T63L47; land: JSBACH (REV: 4873); ocean: MPIOM (REV: 4873), GR15L40; sea ice: 4873; marine bgc: HAMOCC (REV: 4873);
- model_id :
- MPI-ESM-LR
- forcing :
- GHG Oz SD Sl Vl LU
- parent_experiment_id :
- N/A
- parent_experiment_rip :
- N/A
- branch_time :
- 0.0
- contact :
- cmip5-mpi-esm@dkrz.de
- history :
- Model raw output postprocessing with modelling environment (IMDI) at DKRZ: URL: http://svn-mad.zmaw.de/svn/mad/Model/IMDI/trunk, REV: 3993 2011-11-09T08:53:09Z CMOR rewrote data to comply with CF standards and CMIP5 requirements.
- references :
- ECHAM6: n/a; JSBACH: Raddatz et al., 2007. Will the tropical land biosphere dominate the climate-carbon cycle feedback during the twenty first century? Climate Dynamics, 29, 565-574, doi 10.1007/s00382-007-0247-8; MPIOM: Marsland et al., 2003. The Max-Planck-Institute global ocean/sea ice model with orthogonal curvilinear coordinates. Ocean Modelling, 5, 91-127; HAMOCC: Technical Documentation, http://www.mpimet.mpg.de/fileadmin/models/MPIOM/HAMOCC5.1_TECHNICAL_REPORT.pdf;
- initialization_method :
- 1
- physics_version :
- 1
- tracking_id :
- 3afd97ac-295a-4637-b94b-0b77f5ee4922
- product :
- output
- experiment :
- 10- or 30-year run initialized in year 1980
- frequency :
- mon
- creation_date :
- 2011-11-09T08:53:10Z
- Conventions :
- CF-1.4
- project_id :
- CMIP5
- table_id :
- Table Amon (27 April 2011) a5a1c518f52ae340313ba0aada03f862
- title :
- MPI-ESM-LR model output prepared for CMIP5 10- or 30-year run initialized in year 1980
- parent_experiment :
- N/A
- modeling_realm :
- atmos
- realization :
- 5
- cmor_version :
- 2.6.0