MPI-ESM-LR model output prepared for CMIP5 RCP8.5

Load in Python

from intake import open_catalog

cat = open_catalog("https://raw.githubusercontent.com/kpegion/COLA-DATASETS-CATALOG/gh-pages/intake-catalogs/clwvi_Amon_MPI-ESM-LR_rcp85_r1i1p1.yaml")
ds=cat.netcdf.read()

Metadata

title	MPI-ESM-LR model output prepared for CMIP5 RCP8.5
location	/shared/cmip5/data/rcp85/atmos/mon/Amon/clwvi/MPI-M.MPI-ESM-LR/r1i1p1
tags	gridded,global,model,monthly
catalog_dir	https://raw.githubusercontent.com/kpegion/COLA-DATASETS-CATALOG/gh-pages/intake-catalogs/clwvi_Amon_MPI-ESM-LR_rcp85_r1i1p1.yaml
last updated	2013-05-31

Dataset Contents

<xarray.Dataset>
Dimensions:    (bnds: 2, lat: 96, lon: 192, time: 3540)
Coordinates:
  * time       (time) float64 5.699e+04 5.702e+04 ... 1.647e+05 1.647e+05
  * 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 dask.array<chunksize=(1140, 2), meta=np.ndarray>
    lat_bnds   (time, lat, bnds) float64 dask.array<chunksize=(1140, 96, 2), meta=np.ndarray>
    lon_bnds   (time, lon, bnds) float64 dask.array<chunksize=(1140, 192, 2), meta=np.ndarray>
    clwvi      (time, lat, lon) float32 dask.array<chunksize=(1140, 96, 192), meta=np.ndarray>
Attributes:
    institution:            Max Planck Institute for Meteorology
    institute_id:           MPI-M
    experiment_id:          rcp85
    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:   historical
    parent_experiment_rip:  r1i1p1
    branch_time:            56978.0
    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:            3a57ed36-41f6-4caf-8bf4-462de09418bd
    product:                output
    experiment:             RCP8.5
    frequency:              mon
    creation_date:          2011-07-14T16:17:28Z
    Conventions:            CF-1.4
    project_id:             CMIP5
    table_id:               Table Amon (27 April 2011) a5a1c518f52ae340313ba0...
    title:                  MPI-ESM-LR model output prepared for CMIP5 RCP8.5
    parent_experiment:      historical
    modeling_realm:         atmos
    realization:            1
    cmor_version:           2.5.9

xarray.Dataset

Dimensions:
- bnds: 2
- lat: 96
- lon: 192
- time: 3540

Coordinates: (3)

time
(time)
float64
5.699e+04 5.702e+04 ... 1.647e+05
bounds :
time_bnds
units :
days since 1850-1-1 00:00:00
calendar :
proleptic_gregorian
axis :
T
long_name :
time
standard_name :
time
```
array([ 56993.5,  57023. ,  57052.5, ..., 164647.5, 164678. , 164708.5])
```

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)

float64

0.0 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])

Data variables: (4)

time_bnds

(time, bnds)

float64

dask.array<chunksize=(1140, 2), meta=np.ndarray>

	Array	Chunk
Bytes	56.64 kB	38.40 kB
Shape	(3540, 2)	(2400, 2)
Count	6 Tasks	2 Chunks
Type	float64	numpy.ndarray

lat_bnds

(time, lat, bnds)

float64

dask.array<chunksize=(1140, 96, 2), meta=np.ndarray>

	Array	Chunk
Bytes	5.44 MB	3.69 MB
Shape	(3540, 96, 2)	(2400, 96, 2)
Count	8 Tasks	2 Chunks
Type	float64	numpy.ndarray

lon_bnds

(time, lon, bnds)

float64

dask.array<chunksize=(1140, 192, 2), meta=np.ndarray>

	Array	Chunk
Bytes	10.87 MB	7.37 MB
Shape	(3540, 192, 2)	(2400, 192, 2)
Count	8 Tasks	2 Chunks
Type	float64	numpy.ndarray

clwvi

(time, lat, lon)

float32

dask.array<chunksize=(1140, 96, 192), meta=np.ndarray>

standard_name :: atmosphere_cloud_condensed_water_content
long_name :: Condensed Water Path
comment :: mass of condensed (liquid + ice) water in the column divided by the area of the column (not just the area of the cloudy portion of the column). Includes precipitating hydrometeors ONLY if the precipitating hydrometeor affects the calculation of radiative transfer in model.
units :: kg m-2
cell_methods :: time: mean
cell_measures :: area: areacella
associated_files :: baseURL: http://cmip-pcmdi.llnl.gov/CMIP5/dataLocation gridspecFile: gridspec_atmos_fx_MPI-ESM-LR_rcp85_r0i0p0.nc areacella: areacella_fx_MPI-ESM-LR_rcp85_r0i0p0.nc

	Array	Chunk
Bytes	261.00 MB	176.95 MB
Shape	(3540, 96, 192)	(2400, 96, 192)
Count	6 Tasks	2 Chunks
Type	float32	numpy.ndarray

Attributes: (27)
institution :
Max Planck Institute for Meteorology
institute_id :
MPI-M
experiment_id :
rcp85
source :
MPI-ESM-LR 2011; URL: http://svn.zmaw.de/svn/cosmos/branches/releases/mpi-esm-cmip5/src/mod; atmosphere: ECHAM6 (REV: 4619), T63L47; land: JSBACH (REV: 4619); ocean: MPIOM (REV: 4619), GR15L40; sea ice: 4619; marine bgc: HAMOCC (REV: 4619);
model_id :
MPI-ESM-LR
forcing :
GHG Oz SD Sl Vl LU
parent_experiment_id :
historical
parent_experiment_rip :
r1i1p1
branch_time :
56978.0
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: 3433 2011-07-14T16:17:23Z 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: http://www.mpimet.mpg.de/fileadmin/models/MPIOM/HAMOCC5.1_TECHNICAL_REPORT.pdf;
initialization_method :
1
physics_version :
1
tracking_id :
3a57ed36-41f6-4caf-8bf4-462de09418bd
product :
output
experiment :
RCP8.5
frequency :
mon
creation_date :
2011-07-14T16:17:28Z
Conventions :
CF-1.4
project_id :
CMIP5
table_id :
Table Amon (27 April 2011) a5a1c518f52ae340313ba0aada03f862
title :
MPI-ESM-LR model output prepared for CMIP5 RCP8.5
parent_experiment :
historical
modeling_realm :
atmos
realization :
1
cmor_version :
2.5.9