MIROC5 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/mrsos_day_MIROC5_historical_r2i1p1.yaml")
ds=cat.netcdf.read()Metadata
| title | MIROC5 model output prepared for CMIP5 historical |
| location | /shared/cmip5/data/historical/land/day/day/mrsos/MIROC.MIROC5/r2i1p1 |
| tags | gridded,global,model,daily |
| catalog_dir | https://raw.githubusercontent.com/kpegion/COLA-DATASETS-CATALOG/gh-pages/intake-catalogs/mrsos_day_MIROC5_historical_r2i1p1.yaml |
| last updated | 2013-06-14 |
Dataset Contents
<xarray.Dataset>
Dimensions: (bnds: 2, lat: 128, lon: 256, time: 37595)
Coordinates:
* time (time) float64 2.19e+04 2.19e+04 ... 5.949e+04 5.949e+04
* lat (lat) float64 -88.93 -87.54 -86.14 -84.74 ... 86.14 87.54 88.93
* lon (lon) float64 0.0 1.406 2.812 4.219 ... 354.4 355.8 357.2 358.6
depth float64 0.05
Dimensions without coordinates: bnds
Data variables:
time_bnds (time, bnds) float64 dask.array<chunksize=(3650, 2), meta=np.ndarray>
lat_bnds (time, lat, bnds) float64 dask.array<chunksize=(3650, 128, 2), meta=np.ndarray>
lon_bnds (time, lon, bnds) float64 dask.array<chunksize=(3650, 256, 2), meta=np.ndarray>
depth_bnds (time, bnds) float64 dask.array<chunksize=(3650, 2), meta=np.ndarray>
mrsos (time, lat, lon) float32 dask.array<chunksize=(3650, 128, 256), meta=np.ndarray>
Attributes:
institution: AORI (Atmosphere and Ocean Research Institute, Th...
institute_id: MIROC
experiment_id: historical
source: MIROC5 2010 atmosphere: MIROC-AGCM6 (T85L40); oce...
model_id: MIROC5
forcing: GHG, SA, Oz, LU, Sl, Vl, SS, Ds, BC, MD, OC (GHG ...
parent_experiment_id: piControl
parent_experiment_rip: r1i1p1
branch_time: 29565.0
contact: Masahiro Watanabe (hiro@aori.u-tokyo.ac.jp), Seit...
references: Watanabe et al., 2010: Improved climate simulatio...
initialization_method: 1
physics_version: 1
tracking_id: 21f33581-4413-445d-8c65-8ccfb65fff29
product: output
experiment: historical
frequency: day
creation_date: 2011-11-17T09:24:58Z
history: 2011-11-17T09:24:58Z CMOR rewrote data to comply ...
Conventions: CF-1.4
project_id: CMIP5
table_id: Table day (26 July 2011) f21c16b785432e6bd3f72e80...
title: MIROC5 model output prepared for CMIP5 historical
parent_experiment: pre-industrial control
modeling_realm: land
realization: 2
cmor_version: 2.7.1xarray.Dataset
- bnds: 2
- lat: 128
- lon: 256
- time: 37595
- time(time)float642.19e+04 2.19e+04 ... 5.949e+04
- bounds :
- time_bnds
- units :
- days since 1850-1-1
- calendar :
- noleap
- axis :
- T
- long_name :
- time
- standard_name :
- time
array([21900.5, 21901.5, 21902.5, ..., 59492.5, 59493.5, 59494.5])
- lat(lat)float64-88.93 -87.54 ... 87.54 88.93
- bounds :
- lat_bnds
- units :
- degrees_north
- axis :
- Y
- long_name :
- latitude
- standard_name :
- latitude
array([-88.927735, -87.538705, -86.141472, -84.742386, -83.342596, -81.942466, -80.542146, -79.14171 , -77.741196, -76.340629, -74.940023, -73.539389, -72.138732, -70.738059, -69.337372, -67.936673, -66.535966, -65.135251, -63.73453 , -62.333803, -60.933072, -59.532337, -58.131598, -56.730857, -55.330112, -53.929366, -52.528617, -51.127867, -49.727115, -48.326361, -46.925606, -45.52485 , -44.124093, -42.723335, -41.322576, -39.921816, -38.521056, -37.120294, -35.719532, -34.31877 , -32.918007, -31.517244, -30.11648 , -28.715716, -27.314951, -25.914186, -24.513421, -23.112655, -21.71189 , -20.311124, -18.910357, -17.509591, -16.108824, -14.708057, -13.30729 , -11.906523, -10.505756, -9.104989, -7.704221, -6.303454, -4.902687, -3.501919, -2.101151, -0.700384, 0.700384, 2.101151, 3.501919, 4.902687, 6.303454, 7.704221, 9.104989, 10.505756, 11.906523, 13.30729 , 14.708057, 16.108824, 17.509591, 18.910357, 20.311124, 21.71189 , 23.112655, 24.513421, 25.914186, 27.314951, 28.715716, 30.11648 , 31.517244, 32.918007, 34.31877 , 35.719532, 37.120294, 38.521056, 39.921816, 41.322576, 42.723335, 44.124093, 45.52485 , 46.925606, 48.326361, 49.727115, 51.127867, 52.528617, 53.929366, 55.330112, 56.730857, 58.131598, 59.532337, 60.933072, 62.333803, 63.73453 , 65.135251, 66.535966, 67.936673, 69.337372, 70.738059, 72.138732, 73.539389, 74.940023, 76.340629, 77.741196, 79.14171 , 80.542146, 81.942466, 83.342596, 84.742386, 86.141472, 87.538705, 88.927735]) - lon(lon)float640.0 1.406 2.812 ... 357.2 358.6
- bounds :
- lon_bnds
- units :
- degrees_east
- axis :
- X
- long_name :
- longitude
- standard_name :
- longitude
array([ 0. , 1.40625, 2.8125 , ..., 355.78125, 357.1875 , 358.59375])
- depth()float640.05
- units :
- m
- axis :
- Z
- positive :
- down
- long_name :
- depth
- standard_name :
- depth
- bounds :
- depth_bnds
array(0.05)
- time_bnds(time, bnds)float64dask.array<chunksize=(3650, 2), meta=np.ndarray>
Array Chunk Bytes 601.52 kB 58.40 kB Shape (37595, 2) (3650, 2) Count 33 Tasks 11 Chunks Type float64 numpy.ndarray - lat_bnds(time, lat, bnds)float64dask.array<chunksize=(3650, 128, 2), meta=np.ndarray>
Array Chunk Bytes 76.99 MB 7.48 MB Shape (37595, 128, 2) (3650, 128, 2) Count 44 Tasks 11 Chunks Type float64 numpy.ndarray - lon_bnds(time, lon, bnds)float64dask.array<chunksize=(3650, 256, 2), meta=np.ndarray>
Array Chunk Bytes 153.99 MB 14.95 MB Shape (37595, 256, 2) (3650, 256, 2) Count 44 Tasks 11 Chunks Type float64 numpy.ndarray - depth_bnds(time, bnds)float64dask.array<chunksize=(3650, 2), meta=np.ndarray>
Array Chunk Bytes 601.52 kB 58.40 kB Shape (37595, 2) (3650, 2) Count 44 Tasks 11 Chunks Type float64 numpy.ndarray - mrsos(time, lat, lon)float32dask.array<chunksize=(3650, 128, 256), meta=np.ndarray>
- standard_name :
- moisture_content_of_soil_layer
- long_name :
- Moisture in Upper Portion of Soil Column
- comment :
- the mass of water in all phases in a thin surface soil layer.
- units :
- kg m-2
- original_name :
- GLW10,GRIDX01
- cell_methods :
- time: mean area: mean where land
- cell_measures :
- area: areacella
- history :
- 2011-11-17T09:24:58Z altered by CMOR: Treated scalar dimension: 'depth'. 2011-11-17T09:24:58Z altered by CMOR: replaced missing value flag (-999) with standard missing value (1e+20). 2011-11-17T09:24:58Z altered by CMOR: Inverted axis: lat.
- associated_files :
- baseURL: http://cmip-pcmdi.llnl.gov/CMIP5/dataLocation gridspecFile: gridspec_land_fx_MIROC5_historical_r0i0p0.nc areacella: areacella_fx_MIROC5_historical_r0i0p0.nc
Array Chunk Bytes 4.93 GB 478.41 MB Shape (37595, 128, 256) (3650, 128, 256) Count 33 Tasks 11 Chunks Type float32 numpy.ndarray
- institution :
- AORI (Atmosphere and Ocean Research Institute, The University of Tokyo, Chiba, Japan), NIES (National Institute for Environmental Studies, Ibaraki, Japan), JAMSTEC (Japan Agency for Marine-Earth Science and Technology, Kanagawa, Japan)
- institute_id :
- MIROC
- experiment_id :
- historical
- source :
- MIROC5 2010 atmosphere: MIROC-AGCM6 (T85L40); ocean: COCO (COCO4.5, 256x224 L50); sea ice: COCO (COCO4.5); land: MATSIRO (MATSIRO, L6); aerosols: SPRINTARS (SPRINTARS 5.00, T85L40)
- model_id :
- MIROC5
- forcing :
- GHG, SA, Oz, LU, Sl, Vl, SS, Ds, BC, MD, OC (GHG includes CO2, N2O, methane, and fluorocarbons; Oz includes OH and H2O2; LU excludes change in lake fraction)
- parent_experiment_id :
- piControl
- parent_experiment_rip :
- r1i1p1
- branch_time :
- 29565.0
- contact :
- Masahiro Watanabe (hiro@aori.u-tokyo.ac.jp), Seita Emori (emori@nies.go.jp), Masayoshi Ishii (ism@jamstec.go.jp), Masahide Kimoto (kimoto@aori.u-tokyo.ac.jp)
- references :
- Watanabe et al., 2010: Improved climate simulation by MIROC5: Mean states, variability, and climate sensitivity. J. Climate, 23, 6312-6335
- initialization_method :
- 1
- physics_version :
- 1
- tracking_id :
- 21f33581-4413-445d-8c65-8ccfb65fff29
- product :
- output
- experiment :
- historical
- frequency :
- day
- creation_date :
- 2011-11-17T09:24:58Z
- history :
- 2011-11-17T09:24:58Z CMOR rewrote data to comply with CF standards and CMIP5 requirements.
- Conventions :
- CF-1.4
- project_id :
- CMIP5
- table_id :
- Table day (26 July 2011) f21c16b785432e6bd3f72e80f2cade49
- title :
- MIROC5 model output prepared for CMIP5 historical
- parent_experiment :
- pre-industrial control
- modeling_realm :
- land
- realization :
- 2
- cmor_version :
- 2.7.1