CNRM-CM5 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/msftmyz_Omon_CNRM-CM5_decadal1980_r7i1p1.yaml")
ds=cat.netcdf.read()

Metadata

title	CNRM-CM5 model output prepared for CMIP5 10- or 30-year run initialized in year 1980
location	/shared/cmip5/data/decadal1980/ocean/mon/Omon/msftmyz/CNRM-CERFACS.CNRM-CM5/r7i1p1
tags	gridded,global,model,monthly
catalog_dir	https://raw.githubusercontent.com/kpegion/COLA-DATASETS-CATALOG/gh-pages/intake-catalogs/msftmyz_Omon_CNRM-CM5_decadal1980_r7i1p1.yaml
last updated	2013-06-14

Dataset Contents

<xarray.Dataset>
Dimensions:    (basin: 3, bnds: 2, lat: 292, lev: 42, time: 360)
Coordinates:
  * time       (time) float64 15.5 45.0 74.5 ... 1.088e+04 1.091e+04 1.094e+04
    region     (basin) |S21 dask.array<chunksize=(3,), meta=np.ndarray>
  * lev        (lev) float64 5.022 15.08 25.16 ... 4.752e+03 5.051e+03 5.35e+03
  * lat        (lat) float64 -78.29 -78.09 -77.88 -77.67 ... 89.56 89.84 89.98
Dimensions without coordinates: basin, 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, 42, 2), meta=np.ndarray>
    lat_bnds   (time, lat, bnds) float64 dask.array<chunksize=(120, 292, 2), meta=np.ndarray>
    msftmyz    (time, basin, lev, lat) float32 dask.array<chunksize=(120, 3, 42, 292), meta=np.ndarray>
Attributes:
    institution:            CNRM (Centre National de Recherches Meteorologiqu...
    institute_id:           CNRM-CERFACS
    experiment_id:          decadal1980
    source:                 CNRM-CM5 2010 Atmosphere: ARPEGE-Climat (V5.2.1, ...
    model_id:               CNRM-CM5
    forcing:                GHG, SA, Sl, Vl, BC, OC, Ds, SS
    parent_experiment_id:   N/A
    parent_experiment_rip:  N/A
    branch_time:            0.0
    contact:                for all but decadal predictions : contact.CMIP5@m...
    references:             See http://www.cnrm.meteo.fr/cmip5 - Follow model...
    initialization_method:  1
    physics_version:        1
    tracking_id:            7a9e6f1a-8878-4543-90f7-d882d5f4d239
    product:                output
    experiment:             10- or 30-year run initialized in year 1980
    frequency:              mon
    creation_date:          2011-05-07T05:12:18Z
    history:                 2011-05-07T05:12:18Z altered by CMOR: Converted ...
    Conventions:            CF-1.4
    project_id:             CMIP5
    table_id:               Table Omon (27 April 2011) 340eddd4fd838d90fa9ffe...
    title:                  CNRM-CM5 model output prepared for CMIP5 10- or 3...
    parent_experiment:      N/A
    modeling_realm:         ocean
    realization:            7
    cmor_version:           2.5.9

xarray.Dataset

Dimensions:
- basin: 3
- bnds: 2
- lat: 292
- lev: 42
- time: 360

Coordinates: (4)

time
(time)
float64
15.5 45.0 ... 1.091e+04 1.094e+04
bounds :
time_bnds
units :
days since 1981-01-01 00:00:00
calendar :
gregorian
axis :
T
long_name :
time
standard_name :
time
```
array([   15.5,    45. ,    74.5, ..., 10880.5, 10911. , 10941.5])
```
region
(basin)
|S21
dask.array<chunksize=(3,), meta=np.ndarray>
long_name :
ocean basin
standard_name :
region

Array Chunk

Bytes 63 B 63 B

Shape (3,) (3,)

Count 10 Tasks 1 Chunks

Type |S21 numpy.ndarray

lev

(lev)

float64

5.022 15.08 ... 5.051e+03 5.35e+03

bounds :: lev_bnds
units :: m
axis :: Z
positive :: down
long_name :: ocean depth coordinate
standard_name :: depth

array([5.021590e+00, 1.507854e+01, 2.516046e+01, 3.527829e+01, 4.544776e+01,
       5.569149e+01, 6.604198e+01, 7.654591e+01, 8.727029e+01, 9.831118e+01,
       1.098062e+02, 1.219519e+02, 1.350285e+02, 1.494337e+02, 1.657285e+02,
       1.846975e+02, 2.074254e+02, 2.353862e+02, 2.705341e+02, 3.153741e+02,
       3.729655e+02, 4.468009e+02, 5.405022e+02, 6.573229e+02, 7.995496e+02,
       9.679958e+02, 1.161806e+03, 1.378661e+03, 1.615291e+03, 1.868071e+03,
       2.133517e+03, 2.408583e+03, 2.690780e+03, 2.978166e+03, 3.269278e+03,
       3.563041e+03, 3.858676e+03, 4.155628e+03, 4.453502e+03, 4.752021e+03,
       5.050990e+03, 5.350272e+03])

lat
(lat)
float64
-78.29 -78.09 ... 89.84 89.98
bounds :
lat_bnds
units :
degrees_north
axis :
Y
long_name :
latitude
standard_name :
latitude
```
array([-78.29248 , -78.087822, -77.879631, ...,  89.562836,  89.839638,
        89.978043])
```

Data variables: (4)

time_bnds

(time, bnds)

float64

dask.array<chunksize=(120, 2), meta=np.ndarray>

	Array	Chunk
Bytes	5.76 kB	1.92 kB
Shape	(360, 2)	(120, 2)
Count	9 Tasks	3 Chunks
Type	float64	numpy.ndarray

lev_bnds

(time, lev, bnds)

float64

dask.array<chunksize=(120, 42, 2), meta=np.ndarray>

	Array	Chunk
Bytes	241.92 kB	80.64 kB
Shape	(360, 42, 2)	(120, 42, 2)
Count	12 Tasks	3 Chunks
Type	float64	numpy.ndarray

lat_bnds

(time, lat, bnds)

float64

dask.array<chunksize=(120, 292, 2), meta=np.ndarray>

	Array	Chunk
Bytes	1.68 MB	560.64 kB
Shape	(360, 292, 2)	(120, 292, 2)
Count	12 Tasks	3 Chunks
Type	float64	numpy.ndarray

msftmyz

(time, basin, lev, lat)

float32

dask.array<chunksize=(120, 3, 42, 292), meta=np.ndarray>

standard_name :: ocean_meridional_overturning_mass_streamfunction
long_name :: Ocean Meridional Overturning Mass Streamfunction
comment :: differs from CMIP3 because it includes mass.
units :: kg s-1
original_name :: 1035*10^6*(zomsfatl, zomsfipc, zomsfglo)
original_units :: kg/s
history :: 2011-05-07T05:12:18Z altered by CMOR: Converted units from 'kg/s' to 'kg s-1'. Wed Feb 15 14:54:57 CET 2012.Fixed conversion error (ie scaled by 10^6).
cell_methods :: time: mean longitude: mean
associated_files :: baseURL: http://cmip-pcmdi.llnl.gov/CMIP5/dataLocation gridspecFile: gridspec_ocean_fx_CNRM-CM5_decadal1980_r0i0p0.nc

	Array	Chunk
Bytes	52.98 MB	17.66 MB
Shape	(360, 3, 42, 292)	(120, 3, 42, 292)
Count	9 Tasks	3 Chunks
Type	float32	numpy.ndarray

Attributes: (27)
institution :
CNRM (Centre National de Recherches Meteorologiques, Meteo-France, Toulouse, France) and CERFACS (Centre Europeen de Recherches et de Formation Avancee en Calcul Scientifique, Toulouse, France)
institute_id :
CNRM-CERFACS
experiment_id :
decadal1980
source :
CNRM-CM5 2010 Atmosphere: ARPEGE-Climat (V5.2.1, TL127L31); Ocean: NEMO (nemo3.3.v10.6.6P, ORCA1degL42); Sea Ice: GELATO (V5.30); River Routing: TRIP (v1); Land: SURFEX (v5.1.c); Coupler : OASIS 3
model_id :
CNRM-CM5
forcing :
GHG, SA, Sl, Vl, BC, OC, Ds, SS
parent_experiment_id :
N/A
parent_experiment_rip :
N/A
branch_time :
0.0
contact :
for all but decadal predictions : contact.CMIP5@meteo.fr - METEO-FRANCE, CNRM/GMGEC/ASTER, CNRS URA 1357, 42 Av. Coriolis F-31057 TOULOUSE CEDEX 1 /for decadal predictions : contact.CMIP5@cerfacs.fr - CERFACS, Climate Modelling And Global Change, URA CERFACS/CNRS No1875, 42 Av. Coriolis F-31057 TOULOUSE CEDEX 1
references :
See http://www.cnrm.meteo.fr/cmip5 - Follow model description link
initialization_method :
1
physics_version :
1
tracking_id :
7a9e6f1a-8878-4543-90f7-d882d5f4d239
product :
output
experiment :
10- or 30-year run initialized in year 1980
frequency :
mon
creation_date :
2011-05-07T05:12:18Z
history :
2011-05-07T05:12:18Z altered by CMOR: Converted units from 'kg/s' to 'kg s-1'. 2011-05-07T05:12:18Z CMOR rewrote data to comply with CF standards and CMIP5 requirements. 2011-08-12T08:15:17Z Fixed lat_bounds and lon_bounds.
Conventions :
CF-1.4
project_id :
CMIP5
table_id :
Table Omon (27 April 2011) 340eddd4fd838d90fa9ffe1345ecbd73
title :
CNRM-CM5 model output prepared for CMIP5 10- or 30-year run initialized in year 1980
parent_experiment :
N/A
modeling_realm :
ocean
realization :
7
cmor_version :
2.5.9