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/cl_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/cl/MIROC.MIROC-ESM/r1i1p1 |
| tags | gridded,global,model,monthly |
| catalog_dir | https://raw.githubusercontent.com/kpegion/COLA-DATASETS-CATALOG/gh-pages/intake-catalogs/cl_Amon_MIROC-ESM_rcp85_r1i1p1.yaml |
| last updated | 2013-06-14 |
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>
cl (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: 0521fd64-fd80-4f20-9379-ae98f6a4458d
product: output
experiment: RCP8.5
frequency: mon
creation_date: 2011-09-13T04:41:06Z
history: 2011-09-13T04:41:06Z 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 :
- 2011-09-13T04:41:06Z 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 - cl(time, lev, lat, lon)float32dask.array<chunksize=(720, 80, 64, 128), meta=np.ndarray>
- standard_name :
- cloud_area_fraction_in_atmosphere_layer
- long_name :
- Cloud Area Fraction
- comment :
- Includes both large-scale and convective cloud.
- units :
- %
- original_name :
- CLDFRC
- history :
- 2011-09-13T04:41:06Z altered by CMOR: Converted units from '' to '%'. 2011-09-13T04:41:06Z altered by CMOR: replaced missing value flag (-999) with standard missing value (1e+20). 2011-09-13T04:41:06Z 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 :
- 0521fd64-fd80-4f20-9379-ae98f6a4458d
- product :
- output
- experiment :
- RCP8.5
- frequency :
- mon
- creation_date :
- 2011-09-13T04:41:06Z
- history :
- 2011-09-13T04:41:06Z 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