HadGEM2-ES 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/tauv_Amon_HadGEM2-ES_rcp85_r2i1p1.yaml")
ds=cat.netcdf.read()

Metadata

title	HadGEM2-ES model output prepared for CMIP5 RCP8.5
location	/shared/cmip5/data/rcp85/atmos/mon/Amon/tauv/MOHC.HadGEM2-ES/r2i1p1
tags	gridded,global,model,monthly
catalog_dir	https://raw.githubusercontent.com/kpegion/COLA-DATASETS-CATALOG/gh-pages/intake-catalogs/tauv_Amon_HadGEM2-ES_rcp85_r2i1p1.yaml
last updated	2021-02-27

Dataset Contents

<xarray.Dataset>
Dimensions:    (bnds: 2, lat: 144, lon: 192, time: 1141)
Coordinates:
  * time       (time) float64 5.258e+04 5.260e+04 ... 8.674e+04 8.678e+04
  * lat        (lat) float64 -89.38 -88.12 -86.88 -85.62 ... 86.88 88.12 89.38
  * 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=(300, 2), meta=np.ndarray>
    lat_bnds   (time, lat, bnds) float64 dask.array<chunksize=(300, 144, 2), meta=np.ndarray>
    lon_bnds   (time, lon, bnds) float64 dask.array<chunksize=(300, 192, 2), meta=np.ndarray>
    tauv       (time, lat, lon) float32 dask.array<chunksize=(300, 144, 192), meta=np.ndarray>
Attributes:
    institution:            Met Office Hadley Centre, Fitzroy Road, Exeter, D...
    institute_id:           MOHC
    experiment_id:          rcp85
    source:                 HadGEM2-ES (2009) atmosphere: HadGAM2 (N96L38); o...
    model_id:               HadGEM2-ES
    forcing:                GHG, Oz, SA, LU, Sl, Vl, BC, OC, (GHG = CO2, N2O,...
    parent_experiment_id:   historical
    parent_experiment_rip:  r2i1p1
    branch_time:            52560.0
    contact:                chris.d.jones@metoffice.gov.uk, ron.kahana@metoff...
    history:                MOHC pp to CMOR/NetCDF convertor (version 1.10.3)...
    initialization_method:  1
    physics_version:        1
    tracking_id:            9136107c-e8b4-42ee-8a11-b649e9927d35
    mo_runid:               kaadf
    product:                output
    experiment:             RCP8.5
    frequency:              mon
    creation_date:          2011-10-11T15:00:24Z
    Conventions:            CF-1.4
    project_id:             CMIP5
    table_id:               Table Amon (26 July 2011) 976b7fd1d9e1be31dddd28f...
    title:                  HadGEM2-ES model output prepared for CMIP5 RCP8.5
    parent_experiment:      historical
    modeling_realm:         atmos
    realization:            2
    cmor_version:           2.7.1

xarray.Dataset

Dimensions:
- bnds: 2
- lat: 144
- lon: 192
- time: 1141

Coordinates: (3)

time
(time)
float64
5.258e+04 5.260e+04 ... 8.678e+04
bounds :
time_bnds
units :
days since 1859-12-01
calendar :
360_day
axis :
T
long_name :
time
standard_name :
time
```
array([52575., 52605., 52635., ..., 86715., 86745., 86775.])
```

lat

(lat)

float64

-89.38 -88.12 ... 88.12 89.38

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

array([-89.375, -88.125, -86.875, -85.625, -84.375, -83.125, -81.875, -80.625,
       -79.375, -78.125, -76.875, -75.625, -74.375, -73.125, -71.875, -70.625,
       -69.375, -68.125, -66.875, -65.625, -64.375, -63.125, -61.875, -60.625,
       -59.375, -58.125, -56.875, -55.625, -54.375, -53.125, -51.875, -50.625,
       -49.375, -48.125, -46.875, -45.625, -44.375, -43.125, -41.875, -40.625,
       -39.375, -38.125, -36.875, -35.625, -34.375, -33.125, -31.875, -30.625,
       -29.375, -28.125, -26.875, -25.625, -24.375, -23.125, -21.875, -20.625,
       -19.375, -18.125, -16.875, -15.625, -14.375, -13.125, -11.875, -10.625,
        -9.375,  -8.125,  -6.875,  -5.625,  -4.375,  -3.125,  -1.875,  -0.625,
         0.625,   1.875,   3.125,   4.375,   5.625,   6.875,   8.125,   9.375,
        10.625,  11.875,  13.125,  14.375,  15.625,  16.875,  18.125,  19.375,
        20.625,  21.875,  23.125,  24.375,  25.625,  26.875,  28.125,  29.375,
        30.625,  31.875,  33.125,  34.375,  35.625,  36.875,  38.125,  39.375,
        40.625,  41.875,  43.125,  44.375,  45.625,  46.875,  48.125,  49.375,
        50.625,  51.875,  53.125,  54.375,  55.625,  56.875,  58.125,  59.375,
        60.625,  61.875,  63.125,  64.375,  65.625,  66.875,  68.125,  69.375,
        70.625,  71.875,  73.125,  74.375,  75.625,  76.875,  78.125,  79.375,
        80.625,  81.875,  83.125,  84.375,  85.625,  86.875,  88.125,  89.375])

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=(300, 2), meta=np.ndarray>

	Array	Chunk
Bytes	18.26 kB	4.80 kB
Shape	(1141, 2)	(300, 2)
Count	15 Tasks	5 Chunks
Type	float64	numpy.ndarray

lat_bnds

(time, lat, bnds)

float64

dask.array<chunksize=(300, 144, 2), meta=np.ndarray>

	Array	Chunk
Bytes	2.63 MB	691.20 kB
Shape	(1141, 144, 2)	(300, 144, 2)
Count	20 Tasks	5 Chunks
Type	float64	numpy.ndarray

lon_bnds

(time, lon, bnds)

float64

dask.array<chunksize=(300, 192, 2), meta=np.ndarray>

	Array	Chunk
Bytes	3.51 MB	921.60 kB
Shape	(1141, 192, 2)	(300, 192, 2)
Count	20 Tasks	5 Chunks
Type	float64	numpy.ndarray

tauv

(time, lat, lon)

float32

dask.array<chunksize=(300, 144, 192), meta=np.ndarray>

standard_name :: surface_downward_northward_stress
long_name :: Surface Downward Northward Wind Stress
units :: Pa
original_name :: mo: m01s03i461
cell_methods :: time: mean
history :: 2011-10-11T15:00:24Z altered by CMOR: replaced missing value flag (-1.07374e+09) with standard missing value (1e+20).
associated_files :: baseURL: http://cmip-pcmdi.llnl.gov/CMIP5/dataLocation gridspecFile: gridspec_atmos_fx_HadGEM2-ES_rcp85_r0i0p0.nc

	Array	Chunk
Bytes	126.19 MB	33.18 MB
Shape	(1141, 144, 192)	(300, 144, 192)
Count	15 Tasks	5 Chunks
Type	float32	numpy.ndarray

Attributes: (27)
institution :
Met Office Hadley Centre, Fitzroy Road, Exeter, Devon, EX1 3PB, UK, (http://www.metoffice.gov.uk)
institute_id :
MOHC
experiment_id :
rcp85
source :
HadGEM2-ES (2009) atmosphere: HadGAM2 (N96L38); ocean: HadGOM2 (lat: 1.0-0.3 lon: 1.0 L40); land-surface/vegetation: MOSES2 and TRIFFID; tropospheric chemistry: UKCA; ocean biogeochemistry: diat-HadOCC
model_id :
HadGEM2-ES
forcing :
GHG, Oz, SA, LU, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFCs)
parent_experiment_id :
historical
parent_experiment_rip :
r2i1p1
branch_time :
52560.0
contact :
chris.d.jones@metoffice.gov.uk, ron.kahana@metoffice.gov.uk
history :
MOHC pp to CMOR/NetCDF convertor (version 1.10.3) 2011-10-11T14:48:12Z CMOR rewrote data to comply with CF standards and CMIP5 requirements.
initialization_method :
1
physics_version :
1
tracking_id :
9136107c-e8b4-42ee-8a11-b649e9927d35
mo_runid :
kaadf
product :
output
experiment :
RCP8.5
frequency :
mon
creation_date :
2011-10-11T15:00:24Z
Conventions :
CF-1.4
project_id :
CMIP5
table_id :
Table Amon (26 July 2011) 976b7fd1d9e1be31dddd28f5dc79b7a1
title :
HadGEM2-ES model output prepared for CMIP5 RCP8.5
parent_experiment :
historical
modeling_realm :
atmos
realization :
2
cmor_version :
2.7.1