CSIRO-Mk3-6-0 model output prepared for CMIP5 pre-industrial control

Load in Python

from intake import open_catalog

cat = open_catalog("https://raw.githubusercontent.com/kpegion/COLA-DATASETS-CATALOG/gh-pages/intake-catalogs/uo_Omon_CSIRO-Mk3-6-0_piControl_r1i1p1.yaml")
ds=cat.netcdf.read()

Metadata

title	CSIRO-Mk3-6-0 model output prepared for CMIP5 pre-industrial control
location	/shared/cmip5/data/piControl/ocean/mon/Omon/uo/CSIRO-QCCCE.CSIRO-Mk3-6-0/r1i1p1
tags	gridded,global,model,monthly
catalog_dir	https://raw.githubusercontent.com/kpegion/COLA-DATASETS-CATALOG/gh-pages/intake-catalogs/uo_Omon_CSIRO-Mk3-6-0_piControl_r1i1p1.yaml
last updated	2013-06-14

Dataset Contents

<xarray.Dataset>
Dimensions:    (bnds: 2, lat: 189, lev: 31, lon: 192, time: 6000)
Coordinates:
  * time       (time) float64 15.5 45.0 74.5 ... 1.824e+05 1.825e+05 1.825e+05
  * lev        (lev) float64 5.0 15.0 28.25 42.02 ... 4e+03 4.4e+03 4.8e+03
  * lat        (lat) float64 -87.71 -86.77 -85.83 -84.89 ... 85.83 86.77 87.71
  * lon        (lon) float64 0.9375 2.812 4.688 6.562 ... 355.3 357.2 359.1
Dimensions without coordinates: 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, 31, 2), meta=np.ndarray>
    lat_bnds   (time, lat, bnds) float64 dask.array<chunksize=(120, 189, 2), meta=np.ndarray>
    lon_bnds   (time, lon, bnds) float64 dask.array<chunksize=(120, 192, 2), meta=np.ndarray>
    uo         (time, lev, lat, lon) float32 dask.array<chunksize=(120, 31, 189, 192), meta=np.ndarray>
Attributes:
    institution:            Australian Commonwealth Scientific and Industrial...
    institute_id:           CSIRO-QCCCE
    experiment_id:          piControl
    source:                 CSIRO-Mk3-6-0 2010 atmosphere: AGCM v7.3.4 (T63 s...
    model_id:               CSIRO-Mk3-6-0
    forcing:                N/A (Pre-industrial conditions with all forcings ...
    parent_experiment_id:   N/A
    parent_experiment_rip:  N/A
    branch_time:            0.0
    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:            7ff38852-0716-42c2-9380-cc6fe7a72a32
    product:                output
    experiment:             pre-industrial control
    frequency:              mon
    creation_date:          2011-05-11T09:29:54Z
    history:                Minor changes were made to the model physics betw...
    Conventions:            CF-1.4
    project_id:             CMIP5
    table_id:               Table Omon (27 April 2011) 9e1a53e4873bf6f2687990...
    title:                  CSIRO-Mk3-6-0 model output prepared for CMIP5 pre...
    parent_experiment:      N/A
    modeling_realm:         ocean
    realization:            1
    cmor_version:           2.5.9
    version_number:         v20110518

xarray.Dataset

Dimensions:
- bnds: 2
- lat: 189
- lev: 31
- lon: 192
- time: 6000

Coordinates: (4)

time
(time)
float64
15.5 45.0 ... 1.825e+05 1.825e+05
bounds :
time_bnds
units :
days since 1-01-01 00:00:00
calendar :
noleap
axis :
T
long_name :
time
standard_name :
time
```
array([1.550000e+01, 4.500000e+01, 7.450000e+01, ..., 1.824235e+05,
       1.824540e+05, 1.824845e+05])
```

lev

(lev)

float64

5.0 15.0 28.25 ... 4.4e+03 4.8e+03

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

array([   5.      ,   15.      ,   28.248472,   42.02459 ,   59.662518,
         78.541   ,  102.110092,  127.883072,  159.466507,  194.555527,
        236.968185,  284.645325,  341.690704,  406.377258,  483.194916,
        570.865234,  674.860718,  793.761597,  934.076294, 1095.214355,
       1284.648682, 1502.909912, 1758.774902, 2054.291992, 2400.      ,
       2800.      , 3200.      , 3600.      , 4000.      , 4400.      ,
       4800.      ])

lat

(lat)

float64

-87.71 -86.77 ... 86.77 87.71

bounds :: lat_bnds
units :: degrees_north
axis :: Y
long_name :: latitude
standard_name :: latitude

array([-8.771262e+01, -8.676692e+01, -8.582730e+01, -8.489017e+01,
       -8.395448e+01, -8.301958e+01, -8.208523e+01, -8.115122e+01,
       -8.021748e+01, -7.928393e+01, -7.835053e+01, -7.741724e+01,
       -7.648403e+01, -7.555089e+01, -7.461782e+01, -7.368479e+01,
       -7.275180e+01, -7.181884e+01, -7.088593e+01, -6.995302e+01,
       -6.902015e+01, -6.808730e+01, -6.715445e+01, -6.622162e+01,
       -6.528881e+01, -6.435600e+01, -6.342321e+01, -6.249044e+01,
       -6.155767e+01, -6.062489e+01, -5.969214e+01, -5.875939e+01,
       -5.782664e+01, -5.689390e+01, -5.596117e+01, -5.502844e+01,
       -5.409571e+01, -5.316299e+01, -5.223026e+01, -5.129754e+01,
       -5.036483e+01, -4.943212e+01, -4.849941e+01, -4.756670e+01,
       -4.663400e+01, -4.570129e+01, -4.476859e+01, -4.383589e+01,
       -4.290320e+01, -4.197050e+01, -4.103781e+01, -4.010511e+01,
       -3.917242e+01, -3.823974e+01, -3.730705e+01, -3.637436e+01,
       -3.544167e+01, -3.450899e+01, -3.357630e+01, -3.264362e+01,
       -3.171094e+01, -3.077826e+01, -2.984558e+01, -2.891290e+01,
       -2.798022e+01, -2.704754e+01, -2.611486e+01, -2.518218e+01,
       -2.424951e+01, -2.331683e+01, -2.238415e+01, -2.145148e+01,
       -2.051880e+01, -1.958613e+01, -1.865345e+01, -1.772078e+01,
       -1.678811e+01, -1.585543e+01, -1.492276e+01, -1.399008e+01,
       -1.305741e+01, -1.212474e+01, -1.119207e+01, -1.025939e+01,
       -9.326723e+00, -8.394052e+00, -7.461379e+00, -6.528708e+00,
       -5.596036e+00, -4.663365e+00, -3.730694e+00, -2.798023e+00,
       -1.865352e+00, -9.326805e-01,  3.699999e-08,  9.326805e-01,
        1.865352e+00,  2.798023e+00,  3.730694e+00,  4.663365e+00,
        5.596036e+00,  6.528708e+00,  7.461379e+00,  8.394052e+00,
        9.326723e+00,  1.025939e+01,  1.119207e+01,  1.212474e+01,
        1.305741e+01,  1.399008e+01,  1.492276e+01,  1.585543e+01,
        1.678811e+01,  1.772078e+01,  1.865345e+01,  1.958613e+01,
        2.051880e+01,  2.145148e+01,  2.238415e+01,  2.331683e+01,
        2.424951e+01,  2.518218e+01,  2.611486e+01,  2.704754e+01,
        2.798022e+01,  2.891290e+01,  2.984558e+01,  3.077826e+01,
        3.171094e+01,  3.264362e+01,  3.357630e+01,  3.450899e+01,
        3.544167e+01,  3.637436e+01,  3.730705e+01,  3.823974e+01,
        3.917242e+01,  4.010511e+01,  4.103781e+01,  4.197050e+01,
        4.290320e+01,  4.383589e+01,  4.476859e+01,  4.570129e+01,
        4.663400e+01,  4.756670e+01,  4.849941e+01,  4.943212e+01,
        5.036483e+01,  5.129754e+01,  5.223026e+01,  5.316299e+01,
        5.409571e+01,  5.502844e+01,  5.596117e+01,  5.689390e+01,
        5.782664e+01,  5.875939e+01,  5.969214e+01,  6.062489e+01,
        6.155767e+01,  6.249044e+01,  6.342321e+01,  6.435600e+01,
        6.528881e+01,  6.622162e+01,  6.715445e+01,  6.808730e+01,
        6.902015e+01,  6.995302e+01,  7.088593e+01,  7.181884e+01,
        7.275180e+01,  7.368479e+01,  7.461782e+01,  7.555089e+01,
        7.648403e+01,  7.741724e+01,  7.835053e+01,  7.928393e+01,
        8.021748e+01,  8.115122e+01,  8.208523e+01,  8.301958e+01,
        8.395448e+01,  8.489017e+01,  8.582730e+01,  8.676692e+01,
        8.771262e+01])

lon

(lon)

float64

0.9375 2.812 4.688 ... 357.2 359.1

bounds :: lon_bnds
units :: degrees_east
axis :: X
long_name :: longitude
standard_name :: longitude

array([  0.9375,   2.8125,   4.6875,   6.5625,   8.4375,  10.3125,  12.1875,
        14.0625,  15.9375,  17.8125,  19.6875,  21.5625,  23.4375,  25.3125,
        27.1875,  29.0625,  30.9375,  32.8125,  34.6875,  36.5625,  38.4375,
        40.3125,  42.1875,  44.0625,  45.9375,  47.8125,  49.6875,  51.5625,
        53.4375,  55.3125,  57.1875,  59.0625,  60.9375,  62.8125,  64.6875,
        66.5625,  68.4375,  70.3125,  72.1875,  74.0625,  75.9375,  77.8125,
        79.6875,  81.5625,  83.4375,  85.3125,  87.1875,  89.0625,  90.9375,
        92.8125,  94.6875,  96.5625,  98.4375, 100.3125, 102.1875, 104.0625,
       105.9375, 107.8125, 109.6875, 111.5625, 113.4375, 115.3125, 117.1875,
       119.0625, 120.9375, 122.8125, 124.6875, 126.5625, 128.4375, 130.3125,
       132.1875, 134.0625, 135.9375, 137.8125, 139.6875, 141.5625, 143.4375,
       145.3125, 147.1875, 149.0625, 150.9375, 152.8125, 154.6875, 156.5625,
       158.4375, 160.3125, 162.1875, 164.0625, 165.9375, 167.8125, 169.6875,
       171.5625, 173.4375, 175.3125, 177.1875, 179.0625, 180.9375, 182.8125,
       184.6875, 186.5625, 188.4375, 190.3125, 192.1875, 194.0625, 195.9375,
       197.8125, 199.6875, 201.5625, 203.4375, 205.3125, 207.1875, 209.0625,
       210.9375, 212.8125, 214.6875, 216.5625, 218.4375, 220.3125, 222.1875,
       224.0625, 225.9375, 227.8125, 229.6875, 231.5625, 233.4375, 235.3125,
       237.1875, 239.0625, 240.9375, 242.8125, 244.6875, 246.5625, 248.4375,
       250.3125, 252.1875, 254.0625, 255.9375, 257.8125, 259.6875, 261.5625,
       263.4375, 265.3125, 267.1875, 269.0625, 270.9375, 272.8125, 274.6875,
       276.5625, 278.4375, 280.3125, 282.1875, 284.0625, 285.9375, 287.8125,
       289.6875, 291.5625, 293.4375, 295.3125, 297.1875, 299.0625, 300.9375,
       302.8125, 304.6875, 306.5625, 308.4375, 310.3125, 312.1875, 314.0625,
       315.9375, 317.8125, 319.6875, 321.5625, 323.4375, 325.3125, 327.1875,
       329.0625, 330.9375, 332.8125, 334.6875, 336.5625, 338.4375, 340.3125,
       342.1875, 344.0625, 345.9375, 347.8125, 349.6875, 351.5625, 353.4375,
       355.3125, 357.1875, 359.0625])

Data variables: (5)

time_bnds

(time, bnds)

float64

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

	Array	Chunk
Bytes	96.00 kB	1.92 kB
Shape	(6000, 2)	(120, 2)
Count	150 Tasks	50 Chunks
Type	float64	numpy.ndarray

lev_bnds

(time, lev, bnds)

float64

dask.array<chunksize=(120, 31, 2), meta=np.ndarray>

	Array	Chunk
Bytes	2.98 MB	59.52 kB
Shape	(6000, 31, 2)	(120, 31, 2)
Count	200 Tasks	50 Chunks
Type	float64	numpy.ndarray

lat_bnds

(time, lat, bnds)

float64

dask.array<chunksize=(120, 189, 2), meta=np.ndarray>

	Array	Chunk
Bytes	18.14 MB	362.88 kB
Shape	(6000, 189, 2)	(120, 189, 2)
Count	200 Tasks	50 Chunks
Type	float64	numpy.ndarray

lon_bnds

(time, lon, bnds)

float64

dask.array<chunksize=(120, 192, 2), meta=np.ndarray>

	Array	Chunk
Bytes	18.43 MB	368.64 kB
Shape	(6000, 192, 2)	(120, 192, 2)
Count	200 Tasks	50 Chunks
Type	float64	numpy.ndarray

(time, lev, lat, lon)

float32

dask.array<chunksize=(120, 31, 189, 192), meta=np.ndarray>

standard_name :: sea_water_x_velocity
long_name :: Sea Water X Velocity
units :: m s-1
original_name :: uvel
comment :: Data is stored on the native ocean U-grid on which the data was generated. (MOM2 uses a rectangular staggered grid with T cells and U cells.)
cell_methods :: time: mean
history :: 2011-05-11T09:29:54Z altered by CMOR: replaced missing value flag (-7.77778e+06) with standard missing value (1e+20).
associated_files :: baseURL: http://cmip-pcmdi.llnl.gov/CMIP5/dataLocation gridspecFile: gridspec_ocean_fx_CSIRO-Mk3-6-0_piControl_r0i0p0.nc

	Array	Chunk
Bytes	27.00 GB	539.97 MB
Shape	(6000, 31, 189, 192)	(120, 31, 189, 192)
Count	150 Tasks	50 Chunks
Type	float32	numpy.ndarray

Attributes: (29)
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 :
piControl
source :
CSIRO-Mk3-6-0 2010 atmosphere: AGCM v7.3.4 (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 :
N/A (Pre-industrial conditions with all forcings fixed at 1850 levels)
parent_experiment_id :
N/A
parent_experiment_rip :
N/A
branch_time :
0.0
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 :
7ff38852-0716-42c2-9380-cc6fe7a72a32
product :
output
experiment :
pre-industrial control
frequency :
mon
creation_date :
2011-05-11T09:29:54Z
history :
Minor changes were made to the model physics between years 1-160. Data for years 1-160 were subsequently discarded, and data for years 161-660 were remapped to years 1-500. 2011-05-11T09:29:54Z CMOR rewrote data to comply with CF standards and CMIP5 requirements.
Conventions :
CF-1.4
project_id :
CMIP5
table_id :
Table Omon (27 April 2011) 9e1a53e4873bf6f26879903e165fe4a0
title :
CSIRO-Mk3-6-0 model output prepared for CMIP5 pre-industrial control
parent_experiment :
N/A
modeling_realm :
ocean
realization :
1
cmor_version :
2.5.9
version_number :
v20110518