MIROC-ESM model output prepared for CMIP5 historical
Load in Python
from intake import open_catalog
cat = open_catalog("https://raw.githubusercontent.com/kpegion/COLA-DATASETS-CATALOG/gh-pages/intake-catalogs/hus_Amon_MIROC-ESM_historical_r3i1p1.yaml")
ds=cat.netcdf.read()Metadata
| title | MIROC-ESM model output prepared for CMIP5 historical |
| location | /shared/cmip5/data/historical/atmos/mon/Amon/hus/MIROC.MIROC-ESM/r3i1p1 |
| tags | gridded,global,model,monthly |
| catalog_dir | https://raw.githubusercontent.com/kpegion/COLA-DATASETS-CATALOG/gh-pages/intake-catalogs/hus_Amon_MIROC-ESM_historical_r3i1p1.yaml |
| last updated | 2017-07-11 |
Dataset Contents
<xarray.Dataset>
Dimensions: (bnds: 2, lat: 64, lon: 128, plev: 35, time: 1872)
Coordinates:
* time (time) float64 15.5 45.0 74.5 105.0 135.5 ... 0.0 0.0 0.0 0.0 0.0
* plev (plev) float64 1e+05 9.25e+04 8.5e+04 7e+04 ... 20.0 10.0 5.0 3.0
* lat (lat) float64 -87.86 -85.1 -82.31 -79.53 ... 82.31 85.1 87.86
* lon (lon) float64 0.0 2.812 5.625 8.438 ... 348.8 351.6 354.4 357.2
Dimensions without coordinates: bnds
Data variables:
time_bnds (time, bnds) float64 dask.array<chunksize=(1680, 2), meta=np.ndarray>
lat_bnds (time, lat, bnds) float64 dask.array<chunksize=(1680, 64, 2), meta=np.ndarray>
lon_bnds (time, lon, bnds) float64 dask.array<chunksize=(1680, 128, 2), meta=np.ndarray>
hus (time, plev, lat, lon) float32 dask.array<chunksize=(1680, 35, 64, 128), meta=np.ndarray>
Attributes:
institution: JAMSTEC (Japan Agency for Marine-Earth Science an...
institute_id: MIROC
experiment_id: historical
source: MIROC-ESM 2010 atmosphere: MIROC-AGCM (MIROC-AGCM...
model_id: MIROC-ESM
forcing: GHG, SA, Oz, LU, Sl, Vl, MD, BC, OC
parent_experiment_id: piControl
parent_experiment_rip: r1i1p1
branch_time: 18262.0
contact: Michio Kawamiya (kawamiya@jamstec.go.jp) and Toru...
references: Watanabe et al., : MIROC-ESM: model description a...
initialization_method: 1
physics_version: 1
tracking_id: d1b200ec-f16f-4ee9-9d47-067f646576f2
product: output
experiment: historical
frequency: mon
creation_date: 2011-09-30T20:32:01Z
history: 2011-09-30T20:32:01Z CMOR rewrote data to comply ...
Conventions: CF-1.4
project_id: CMIP5
table_id: Table Amon (26 July 2011) 976b7fd1d9e1be31dddd28f...
title: MIROC-ESM model output prepared for CMIP5 historical
parent_experiment: pre-industrial control
modeling_realm: atmos
realization: 3
cmor_version: 2.7.1xarray.Dataset
- bnds: 2
- lat: 64
- lon: 128
- plev: 35
- time: 1872
- time(time)float6415.5 45.0 74.5 ... 0.0 0.0 0.0
- bounds :
- time_bnds
- units :
- days since 1850-1-1
- calendar :
- gregorian
- axis :
- T
- long_name :
- time
- standard_name :
- time
array([15.5, 45. , 74.5, ..., 0. , 0. , 0. ])
- plev(plev)float641e+05 9.25e+04 8.5e+04 ... 5.0 3.0
- units :
- Pa
- axis :
- Z
- positive :
- down
- long_name :
- pressure
- standard_name :
- air_pressure
array([1.00e+05, 9.25e+04, 8.50e+04, 7.00e+04, 6.00e+04, 5.00e+04, 4.00e+04, 3.00e+04, 2.50e+04, 2.00e+04, 1.70e+04, 1.50e+04, 1.30e+04, 1.15e+04, 1.00e+04, 9.00e+03, 8.00e+03, 7.00e+03, 5.00e+03, 3.00e+03, 2.00e+03, 1.50e+03, 1.00e+03, 7.00e+02, 5.00e+02, 3.00e+02, 2.00e+02, 1.50e+02, 1.00e+02, 5.00e+01, 3.00e+01, 2.00e+01, 1.00e+01, 5.00e+00, 3.00e+00]) - lat(lat)float64-87.86 -85.1 -82.31 ... 85.1 87.86
- bounds :
- lat_bnds
- units :
- degrees_north
- axis :
- Y
- long_name :
- latitude
- standard_name :
- latitude
array([-87.863799, -85.096527, -82.312913, -79.525607, -76.7369 , -73.947515, -71.157752, -68.367756, -65.577607, -62.787352, -59.99702 , -57.206632, -54.4162 , -51.625734, -48.835241, -46.044727, -43.254195, -40.463648, -37.67309 , -34.882521, -32.091944, -29.30136 , -26.510769, -23.720174, -20.929574, -18.138971, -15.348365, -12.557756, -9.767146, -6.976534, -4.185921, -1.395307, 1.395307, 4.185921, 6.976534, 9.767146, 12.557756, 15.348365, 18.138971, 20.929574, 23.720174, 26.510769, 29.30136 , 32.091944, 34.882521, 37.67309 , 40.463648, 43.254195, 46.044727, 48.835241, 51.625734, 54.4162 , 57.206632, 59.99702 , 62.787352, 65.577607, 68.367756, 71.157752, 73.947515, 76.7369 , 79.525607, 82.312913, 85.096527, 87.863799]) - lon(lon)float640.0 2.812 5.625 ... 354.4 357.2
- bounds :
- lon_bnds
- units :
- degrees_east
- axis :
- X
- long_name :
- longitude
- standard_name :
- longitude
array([ 0. , 2.8125, 5.625 , 8.4375, 11.25 , 14.0625, 16.875 , 19.6875, 22.5 , 25.3125, 28.125 , 30.9375, 33.75 , 36.5625, 39.375 , 42.1875, 45. , 47.8125, 50.625 , 53.4375, 56.25 , 59.0625, 61.875 , 64.6875, 67.5 , 70.3125, 73.125 , 75.9375, 78.75 , 81.5625, 84.375 , 87.1875, 90. , 92.8125, 95.625 , 98.4375, 101.25 , 104.0625, 106.875 , 109.6875, 112.5 , 115.3125, 118.125 , 120.9375, 123.75 , 126.5625, 129.375 , 132.1875, 135. , 137.8125, 140.625 , 143.4375, 146.25 , 149.0625, 151.875 , 154.6875, 157.5 , 160.3125, 163.125 , 165.9375, 168.75 , 171.5625, 174.375 , 177.1875, 180. , 182.8125, 185.625 , 188.4375, 191.25 , 194.0625, 196.875 , 199.6875, 202.5 , 205.3125, 208.125 , 210.9375, 213.75 , 216.5625, 219.375 , 222.1875, 225. , 227.8125, 230.625 , 233.4375, 236.25 , 239.0625, 241.875 , 244.6875, 247.5 , 250.3125, 253.125 , 255.9375, 258.75 , 261.5625, 264.375 , 267.1875, 270. , 272.8125, 275.625 , 278.4375, 281.25 , 284.0625, 286.875 , 289.6875, 292.5 , 295.3125, 298.125 , 300.9375, 303.75 , 306.5625, 309.375 , 312.1875, 315. , 317.8125, 320.625 , 323.4375, 326.25 , 329.0625, 331.875 , 334.6875, 337.5 , 340.3125, 343.125 , 345.9375, 348.75 , 351.5625, 354.375 , 357.1875])
- time_bnds(time, bnds)float64dask.array<chunksize=(1680, 2), meta=np.ndarray>
Array Chunk Bytes 29.95 kB 26.88 kB Shape (1872, 2) (1680, 2) Count 6 Tasks 2 Chunks Type float64 numpy.ndarray - lat_bnds(time, lat, bnds)float64dask.array<chunksize=(1680, 64, 2), meta=np.ndarray>
Array Chunk Bytes 1.92 MB 1.72 MB Shape (1872, 64, 2) (1680, 64, 2) Count 8 Tasks 2 Chunks Type float64 numpy.ndarray - lon_bnds(time, lon, bnds)float64dask.array<chunksize=(1680, 128, 2), meta=np.ndarray>
Array Chunk Bytes 3.83 MB 3.44 MB Shape (1872, 128, 2) (1680, 128, 2) Count 8 Tasks 2 Chunks Type float64 numpy.ndarray - hus(time, plev, lat, lon)float32dask.array<chunksize=(1680, 35, 64, 128), meta=np.ndarray>
- standard_name :
- specific_humidity
- long_name :
- Specific Humidity
- units :
- 1
- original_name :
- Q
- original_units :
- kg/kg
- history :
- 2011-09-30T20:32:01Z altered by CMOR: Converted units from 'kg/kg' to '1'. 2011-09-30T20:32:01Z altered by CMOR: replaced missing value flag (-999) with standard missing value (1e+20). 2011-09-30T20:32:01Z altered by CMOR: Inverted axis: lat.
- cell_methods :
- time: mean
- cell_measures :
- area: areacella
- associated_files :
- baseURL: http://cmip-pcmdi.llnl.gov/CMIP5/dataLocation gridspecFile: gridspec_atmos_fx_MIROC-ESM_historical_r0i0p0.nc areacella: areacella_fx_MIROC-ESM_historical_r0i0p0.nc
Array Chunk Bytes 2.15 GB 1.93 GB Shape (1872, 35, 64, 128) (1680, 35, 64, 128) Count 6 Tasks 2 Chunks Type float32 numpy.ndarray
- institution :
- JAMSTEC (Japan Agency for Marine-Earth Science and Technology, Kanagawa, Japan), AORI (Atmosphere and Ocean Research Institute, The University of Tokyo, Chiba, Japan), and NIES (National Institute for Environmental Studies, Ibaraki, Japan)
- institute_id :
- MIROC
- experiment_id :
- historical
- source :
- MIROC-ESM 2010 atmosphere: MIROC-AGCM (MIROC-AGCM 2010, T42L80); ocean: COCO (COCO3.4, 256x192 L44); sea ice: COCO (COCO3.4); land: MATSIRO (MATSIRO, L6); aerosols: SPRINTARS (SPRINTARS 5.00, T42L80):ocean-biogeochemistry: NPZD ; land-biogeochemistry: SEIB-DGVM (SEIB-DGVM, T42)
- model_id :
- MIROC-ESM
- forcing :
- GHG, SA, Oz, LU, Sl, Vl, MD, BC, OC
- parent_experiment_id :
- piControl
- parent_experiment_rip :
- r1i1p1
- branch_time :
- 18262.0
- contact :
- Michio Kawamiya (kawamiya@jamstec.go.jp) and Toru Nozawa (nozawa@nies.go.jp)
- references :
- Watanabe et al., : MIROC-ESM: model description and basic results of CMIP5-20c3m experiments, Geosci. Model Dev. Discuss., 4, 1063-1128, doi:10.5194/gmdd-4-1063-2011, 2011.
- initialization_method :
- 1
- physics_version :
- 1
- tracking_id :
- d1b200ec-f16f-4ee9-9d47-067f646576f2
- product :
- output
- experiment :
- historical
- frequency :
- mon
- creation_date :
- 2011-09-30T20:32:01Z
- history :
- 2011-09-30T20:32:01Z CMOR rewrote data to comply with CF standards and CMIP5 requirements.
- Conventions :
- CF-1.4
- project_id :
- CMIP5
- table_id :
- Table Amon (26 July 2011) 976b7fd1d9e1be31dddd28f5dc79b7a1
- title :
- MIROC-ESM model output prepared for CMIP5 historical
- parent_experiment :
- pre-industrial control
- modeling_realm :
- atmos
- realization :
- 3
- cmor_version :
- 2.7.1