MIROC-ESM 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/cli_Amon_MIROC-ESM_rcp85_r1i1p1.yaml")
ds=cat.netcdf.read()Metadata
| title | MIROC-ESM model output prepared for CMIP5 RCP8.5 |
| location | /shared/cmip5/data/rcp85/atmos/mon/Amon/cli/MIROC.MIROC-ESM/r1i1p1 |
| tags | gridded,global,model,monthly |
| catalog_dir | https://raw.githubusercontent.com/kpegion/COLA-DATASETS-CATALOG/gh-pages/intake-catalogs/cli_Amon_MIROC-ESM_rcp85_r1i1p1.yaml |
| last updated | 2013-05-31 |
Dataset Contents
<xarray.Dataset>
Dimensions: (bnds: 2, lat: 64, lev: 80, lon: 128, time: 1140)
Coordinates:
* time (time) float64 5.699e+04 5.702e+04 ... 9.163e+04 9.166e+04
* lev (lev) float64 0.995 0.98 0.9499 ... 2.834e-05 1.365e-05 3.557e-06
* 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=(720, 2), meta=np.ndarray>
lev_bnds (time, lev, bnds) float64 dask.array<chunksize=(720, 80, 2), meta=np.ndarray>
p0 (time) float32 100000.0 100000.0 100000.0 ... 100000.0 100000.0
a (time, lev) float64 dask.array<chunksize=(720, 80), meta=np.ndarray>
b (time, lev) float64 dask.array<chunksize=(720, 80), meta=np.ndarray>
ps (time, lat, lon) float32 dask.array<chunksize=(720, 64, 128), meta=np.ndarray>
a_bnds (time, lev, bnds) float64 dask.array<chunksize=(720, 80, 2), meta=np.ndarray>
b_bnds (time, lev, bnds) float64 dask.array<chunksize=(720, 80, 2), meta=np.ndarray>
lat_bnds (time, lat, bnds) float64 dask.array<chunksize=(720, 64, 2), meta=np.ndarray>
lon_bnds (time, lon, bnds) float64 dask.array<chunksize=(720, 128, 2), meta=np.ndarray>
cli (time, lev, lat, lon) float32 dask.array<chunksize=(720, 80, 64, 128), meta=np.ndarray>
Attributes:
institution: JAMSTEC (Japan Agency for Marine-Earth Science an...
institute_id: MIROC
experiment_id: rcp85
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: historical
parent_experiment_rip: r1i1p1
branch_time: 56978.0
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: 82397948-f507-4c28-b76a-cc8da9c6564c
product: output
experiment: RCP8.5
frequency: mon
creation_date: 2011-09-13T04:51:04Z
history: 2011-09-13T04:51:04Z 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 RCP8.5
parent_experiment: historical
modeling_realm: atmos
realization: 1
cmor_version: 2.7.1xarray.Dataset
- bnds: 2
- lat: 64
- lev: 80
- lon: 128
- time: 1140
- time(time)float645.699e+04 5.702e+04 ... 9.166e+04
- bounds :
- time_bnds
- units :
- days since 1850-1-1
- calendar :
- gregorian
- axis :
- T
- long_name :
- time
- standard_name :
- time
array([56993.5, 57023. , 57052.5, ..., 91599.5, 91630. , 91660.5])
- lev(lev)float640.995 0.98 ... 1.365e-05 3.557e-06
- bounds :
- lev_bnds
- units :
- 1
- axis :
- Z
- positive :
- down
- long_name :
- hybrid sigma pressure coordinate
- standard_name :
- atmosphere_hybrid_sigma_pressure_coordinate
- formula :
- p = a*p0 + b*ps
- formula_terms :
- p0: p0 a: a b: b ps: ps
array([9.949970e-01, 9.799879e-01, 9.499499e-01, 8.998809e-01, 8.297704e-01, 7.446762e-01, 6.573149e-01, 5.755944e-01, 5.014777e-01, 4.384676e-01, 3.869990e-01, 3.445771e-01, 3.092044e-01, 2.784894e-01, 2.508284e-01, 2.259165e-01, 2.034737e-01, 1.832604e-01, 1.650613e-01, 1.486666e-01, 1.338964e-01, 1.205957e-01, 1.086197e-01, 9.783214e-02, 8.811282e-02, 7.936068e-02, 7.147773e-02, 6.437755e-02, 5.798313e-02, 5.222401e-02, 4.703669e-02, 4.236472e-02, 3.815658e-02, 3.436632e-02, 3.095293e-02, 2.787843e-02, 2.510933e-02, 2.261514e-02, 2.036888e-02, 1.834553e-02, 1.652313e-02, 1.488216e-02, 1.340363e-02, 1.207207e-02, 1.087296e-02, 9.793066e-03, 8.820530e-03, 7.944415e-03, 7.155271e-03, 6.444503e-03, 5.804412e-03, 5.227899e-03, 4.708618e-03, 4.240920e-03, 3.819657e-03, 3.440231e-03, 3.098542e-03, 2.790792e-03, 2.513582e-03, 2.262951e-03, 2.034603e-03, 1.825092e-03, 1.631770e-03, 1.452488e-03, 1.285397e-03, 1.129199e-03, 9.829079e-04, 8.457397e-04, 7.172343e-04, 5.972169e-04, 4.858029e-04, 3.827215e-04, 2.892237e-04, 2.081550e-04, 1.414857e-04, 8.993629e-05, 5.285373e-05, 2.833825e-05, 1.364816e-05, 3.556539e-06]) - 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=(720, 2), meta=np.ndarray>
Array Chunk Bytes 18.24 kB 11.52 kB Shape (1140, 2) (720, 2) Count 6 Tasks 2 Chunks Type float64 numpy.ndarray - lev_bnds(time, lev, bnds)float64dask.array<chunksize=(720, 80, 2), meta=np.ndarray>
- formula :
- p = a*p0 + b*ps
- standard_name :
- atmosphere_hybrid_sigma_pressure_coordinate
- units :
- 1
- formula_terms :
- p0: p0 a: a_bnds b: b_bnds ps: ps
Array Chunk Bytes 1.46 MB 921.60 kB Shape (1140, 80, 2) (720, 80, 2) Count 8 Tasks 2 Chunks Type float64 numpy.ndarray - p0(time)float32100000.0 100000.0 ... 100000.0
- long_name :
- vertical coordinate formula term: reference pressure
- units :
- Pa
array([100000., 100000., 100000., ..., 100000., 100000., 100000.], dtype=float32) - a(time, lev)float64dask.array<chunksize=(720, 80), meta=np.ndarray>
- long_name :
- vertical coordinate formula term: a(k)
Array Chunk Bytes 729.60 kB 460.80 kB Shape (1140, 80) (720, 80) Count 8 Tasks 2 Chunks Type float64 numpy.ndarray - b(time, lev)float64dask.array<chunksize=(720, 80), meta=np.ndarray>
- long_name :
- vertical coordinate formula term: b(k)
Array Chunk Bytes 729.60 kB 460.80 kB Shape (1140, 80) (720, 80) Count 8 Tasks 2 Chunks Type float64 numpy.ndarray - ps(time, lat, lon)float32dask.array<chunksize=(720, 64, 128), meta=np.ndarray>
- standard_name :
- surface_air_pressure
- long_name :
- Surface Air Pressure
- comment :
- not, in general, the same as mean sea-level pressure
- units :
- Pa
- original_units :
- hPa
- history :
- 2011-09-13T04:51:04Z altered by CMOR: Converted units from 'hPa' to 'Pa'.
- cell_methods :
- time: mean
- cell_measures :
- area: areacella
Array Chunk Bytes 37.36 MB 23.59 MB Shape (1140, 64, 128) (720, 64, 128) Count 6 Tasks 2 Chunks Type float32 numpy.ndarray - a_bnds(time, lev, bnds)float64dask.array<chunksize=(720, 80, 2), meta=np.ndarray>
- long_name :
- vertical coordinate formula term: a(k+1/2)
Array Chunk Bytes 1.46 MB 921.60 kB Shape (1140, 80, 2) (720, 80, 2) Count 8 Tasks 2 Chunks Type float64 numpy.ndarray - b_bnds(time, lev, bnds)float64dask.array<chunksize=(720, 80, 2), meta=np.ndarray>
- long_name :
- vertical coordinate formula term: b(k+1/2)
Array Chunk Bytes 1.46 MB 921.60 kB Shape (1140, 80, 2) (720, 80, 2) Count 8 Tasks 2 Chunks Type float64 numpy.ndarray - lat_bnds(time, lat, bnds)float64dask.array<chunksize=(720, 64, 2), meta=np.ndarray>
Array Chunk Bytes 1.17 MB 737.28 kB Shape (1140, 64, 2) (720, 64, 2) Count 8 Tasks 2 Chunks Type float64 numpy.ndarray - lon_bnds(time, lon, bnds)float64dask.array<chunksize=(720, 128, 2), meta=np.ndarray>
Array Chunk Bytes 2.33 MB 1.47 MB Shape (1140, 128, 2) (720, 128, 2) Count 8 Tasks 2 Chunks Type float64 numpy.ndarray - cli(time, lev, lat, lon)float32dask.array<chunksize=(720, 80, 64, 128), meta=np.ndarray>
- standard_name :
- mass_fraction_of_cloud_ice_in_air
- long_name :
- Mass Fraction of Cloud Ice
- comment :
- Includes both large-scale and convective cloud. This is calculated as the mass of cloud ice in the grid cell divided by the mass of air (including the water in all phases) in the grid cell. It includes precipitating hydrometeors ONLY if the precipitating hydrometeors affect the calculation of radiative transfer in model.
- units :
- 1
- original_name :
- QICEL+QICEC
- original_units :
- kg/kg
- history :
- 2011-09-13T04:51:04Z altered by CMOR: Converted units from 'kg/kg' to '1'. 2011-09-13T04:51:04Z altered by CMOR: replaced missing value flag (-999) with standard missing value (1e+20). 2011-09-13T04:51:04Z 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_rcp85_r0i0p0.nc areacella: areacella_fx_MIROC-ESM_rcp85_r0i0p0.nc
Array Chunk Bytes 2.99 GB 1.89 GB Shape (1140, 80, 64, 128) (720, 80, 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 :
- rcp85
- 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 :
- historical
- parent_experiment_rip :
- r1i1p1
- branch_time :
- 56978.0
- 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 :
- 82397948-f507-4c28-b76a-cc8da9c6564c
- product :
- output
- experiment :
- RCP8.5
- frequency :
- mon
- creation_date :
- 2011-09-13T04:51:04Z
- history :
- 2011-09-13T04:51:04Z 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 RCP8.5
- parent_experiment :
- historical
- modeling_realm :
- atmos
- realization :
- 1
- cmor_version :
- 2.7.1