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/volcello_fx_MIROC-ESM_historical_r0i0p0.yaml")
ds=cat.netcdf.read()Metadata
| title | MIROC-ESM model output prepared for CMIP5 historical |
| location | /shared/cmip5/data/historical/ocean/fx/fx/volcello/MIROC.MIROC-ESM/r0i0p0 |
| tags | gridded,global,model,fx |
| catalog_dir | https://raw.githubusercontent.com/kpegion/COLA-DATASETS-CATALOG/gh-pages/intake-catalogs/volcello_fx_MIROC-ESM_historical_r0i0p0.yaml |
| last updated | 2015-10-21 |
Dataset Contents
<xarray.Dataset>
Dimensions: (bnds: 2, lat: 192, lev: 44, lon: 256)
Coordinates:
* lev (lev) float64 2.5 7.5 12.5 17.5 ... 5.025e+03 5.275e+03 5.45e+03
* lat (lat) float64 -89.14 -87.43 -85.87 -84.46 ... 85.87 87.43 89.14
* lon (lon) float64 0.7031 2.109 3.516 4.922 ... 356.5 357.9 359.3
Dimensions without coordinates: bnds
Data variables:
lev_bnds (lev, bnds) float64 0.0 5.0 5.0 10.0 ... 5.4e+03 5.4e+03 5.5e+03
sigma (lev) float64 -0.05556 -0.1667 -0.2778 ... -111.7 -117.2 -121.1
eta (lat, lon) float32 9.96921e+36 9.96921e+36 ... 9.96921e+36
depth (lat, lon) float32 9.96921e+36 9.96921e+36 ... 9.96921e+36
depth_c float64 45.0
nsigma int32 8
zlev (lev) float64 2.5 7.5 12.5 17.5 ... 5.025e+03 5.275e+03 5.45e+03
sigma_bnds (lev, bnds) float64 0.0 -0.1111 -0.1111 ... -120.0 -120.0 -122.2
zlev_bnds (lev, bnds) float64 0.0 5.0 5.0 10.0 ... 5.4e+03 5.4e+03 5.5e+03
lat_bnds (lat, bnds) float64 -90.0 -88.29 -88.29 ... 88.29 88.29 90.0
lon_bnds (lon, bnds) float64 0.0 1.406 1.406 2.812 ... 358.6 358.6 360.0
volcello (lev, lat, lon) float32 ...
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: 29219.0
contact: Michio Kawamiya (kawamiya@jamstec.go.jp) and Toru...
references: Watanabe et al., : MIROC-ESM: model description a...
initialization_method: 0
physics_version: 0
tracking_id: f1497f41-77eb-4b60-8e07-a398cf6fe1a8
product: output
experiment: historical
frequency: fx
creation_date: 2012-03-23T08:46:17Z
history: 2012-03-23T08:46:17Z CMOR rewrote data to comply ...
Conventions: CF-1.4
project_id: CMIP5
table_id: Table fx (26 July 2011) 491518982c8d8b607a58ba740...
title: MIROC-ESM model output prepared for CMIP5 historical
parent_experiment: pre-industrial control
modeling_realm: ocean
realization: 0
cmor_version: 2.7.1xarray.Dataset
- bnds: 2
- lat: 192
- lev: 44
- lon: 256
- lev(lev)float642.5 7.5 12.5 ... 5.275e+03 5.45e+03
- bounds :
- lev_bnds
- axis :
- Z
- long_name :
- ocean sigma over z coordinate
- standard_name :
- ocean_sigma_z
- formula :
- for k <= nsigma: z = eta + sigma*(min(depth_c,depth)+eta) ; for k > nsigma: z = zlev
- formula_terms :
- sigma: sigma eta: eta depth: depth depth_c: depth_c nsigma: nsigma zlev: zlev
array([2.500e+00, 7.500e+00, 1.250e+01, 1.750e+01, 2.250e+01, 2.750e+01, 3.375e+01, 4.125e+01, 5.000e+01, 6.000e+01, 7.000e+01, 8.000e+01, 9.250e+01, 1.100e+02, 1.325e+02, 1.575e+02, 1.850e+02, 2.250e+02, 2.875e+02, 3.625e+02, 4.500e+02, 5.500e+02, 6.750e+02, 8.250e+02, 9.750e+02, 1.125e+03, 1.300e+03, 1.525e+03, 1.775e+03, 2.025e+03, 2.275e+03, 2.525e+03, 2.775e+03, 3.025e+03, 3.275e+03, 3.525e+03, 3.775e+03, 4.025e+03, 4.275e+03, 4.525e+03, 4.775e+03, 5.025e+03, 5.275e+03, 5.450e+03]) - lat(lat)float64-89.14 -87.43 ... 87.43 89.14
- bounds :
- lat_bnds
- units :
- degrees_north
- axis :
- Y
- long_name :
- latitude
- standard_name :
- latitude
array([-89.14444 , -87.433311, -85.872566, -84.462212, -83.056526, -81.655525, -80.255852, -78.857513, -77.459747, -76.062538, -74.665627, -73.269012, -71.872559, -70.476288, -69.080116, -67.684059, -66.288071, -64.892159, -63.728931, -62.798389, -61.867851, -60.937336, -60.006847, -59.076359, -58.145885, -57.215435, -56.284985, -55.354549, -54.424126, -53.493706, -52.563293, -51.632896, -50.702496, -49.772106, -48.841724, -47.911346, -46.980972, -46.050606, -45.120239, -44.18988 , -43.259529, -42.329174, -41.398827, -40.468483, -39.538139, -38.6078 , -37.677467, -36.747131, -35.816799, -34.886471, -33.956146, -33.025818, -32.095497, -31.165176, -30.234858, -29.304541, -28.374224, -27.443909, -26.513596, -25.583284, -24.652973, -23.722664, -22.792355, -21.862047, -20.931742, -20.001436, -19.071131, -18.140827, -17.210524, -16.396509, -15.698783, -15.001057, -14.303331, -13.605605, -12.907881, -12.210155, -11.512431, -10.814707, -10.116982, -9.419259, -8.721535, -8.093584, -7.535406, -6.977227, -6.419048, -5.86087 , -5.302691, -4.744514, -4.186335, -3.628157, -3.069979, -2.511801, -1.953623, -1.395445, -0.837267, -0.279089, 0.279089, 0.837267, 1.395445, 1.953623, 2.511801, 3.069979, 3.628157, 4.186335, 4.744514, 5.302691, 5.86087 , 6.419048, 6.977227, 7.535406, 8.093584, 8.721535, 9.419259, 10.116982, 10.814707, 11.512431, 12.210155, 12.907881, 13.605605, 14.303331, 15.001057, 15.698783, 16.396509, 17.210524, 18.140827, 19.071131, 20.001436, 20.931742, 21.862047, 22.792355, 23.722664, 24.652973, 25.583284, 26.513596, 27.443909, 28.374224, 29.304541, 30.234858, 31.165176, 32.095497, 33.025818, 33.956146, 34.886471, 35.816799, 36.747131, 37.677467, 38.6078 , 39.538139, 40.468483, 41.398827, 42.329174, 43.259529, 44.18988 , 45.120239, 46.050606, 46.980972, 47.911346, 48.841724, 49.772106, 50.702496, 51.632896, 52.563293, 53.493706, 54.424126, 55.354549, 56.284985, 57.215435, 58.145885, 59.076359, 60.006847, 60.937336, 61.867851, 62.798389, 63.728931, 64.892159, 66.288071, 67.684059, 69.080116, 70.476288, 71.872559, 73.269012, 74.665627, 76.062538, 77.459747, 78.857513, 80.255852, 81.655525, 83.056526, 84.462212, 85.872566, 87.433311, 89.14444 ]) - lon(lon)float640.7031 2.109 3.516 ... 357.9 359.3
- bounds :
- lon_bnds
- units :
- degrees_east
- axis :
- X
- long_name :
- longitude
- standard_name :
- longitude
array([ 0.703125, 2.109375, 3.515625, ..., 356.484375, 357.890625, 359.296875])
- lev_bnds(lev, bnds)float64...
- formula :
- for k <= nsigma: z = eta + sigma*(min(depth_c,depth)+eta) ; for k > nsigma: z = zlev
- standard_name :
- ocean_sigma_z
- units :
- formula_terms :
- sigma: sigma_bnds eta: eta depth: depth depth_c: depth_c nsigma: nsigma zlev: zlev_bnds
array([[0.00e+00, 5.00e+00], [5.00e+00, 1.00e+01], [1.00e+01, 1.50e+01], [1.50e+01, 2.00e+01], [2.00e+01, 2.50e+01], [2.50e+01, 3.00e+01], [3.00e+01, 3.75e+01], [3.75e+01, 4.50e+01], [4.50e+01, 5.50e+01], [5.50e+01, 6.50e+01], [6.50e+01, 7.50e+01], [7.50e+01, 8.50e+01], [8.50e+01, 1.00e+02], [1.00e+02, 1.20e+02], [1.20e+02, 1.45e+02], [1.45e+02, 1.70e+02], [1.70e+02, 2.00e+02], [2.00e+02, 2.50e+02], [2.50e+02, 3.25e+02], [3.25e+02, 4.00e+02], [4.00e+02, 5.00e+02], [5.00e+02, 6.00e+02], [6.00e+02, 7.50e+02], [7.50e+02, 9.00e+02], [9.00e+02, 1.05e+03], [1.05e+03, 1.20e+03], [1.20e+03, 1.40e+03], [1.40e+03, 1.65e+03], [1.65e+03, 1.90e+03], [1.90e+03, 2.15e+03], [2.15e+03, 2.40e+03], [2.40e+03, 2.65e+03], [2.65e+03, 2.90e+03], [2.90e+03, 3.15e+03], [3.15e+03, 3.40e+03], [3.40e+03, 3.65e+03], [3.65e+03, 3.90e+03], [3.90e+03, 4.15e+03], [4.15e+03, 4.40e+03], [4.40e+03, 4.65e+03], [4.65e+03, 4.90e+03], [4.90e+03, 5.15e+03], [5.15e+03, 5.40e+03], [5.40e+03, 5.50e+03]]) - sigma(lev)float64...
- long_name :
- vertical coordinate formula term: sigma(k)
array([-5.555556e-02, -1.666667e-01, -2.777778e-01, -3.888889e-01, -5.000000e-01, -6.111111e-01, -7.500000e-01, -9.166667e-01, -1.111111e+00, -1.333333e+00, -1.555556e+00, -1.777778e+00, -2.055556e+00, -2.444444e+00, -2.944444e+00, -3.500000e+00, -4.111111e+00, -5.000000e+00, -6.388889e+00, -8.055556e+00, -1.000000e+01, -1.222222e+01, -1.500000e+01, -1.833333e+01, -2.166667e+01, -2.500000e+01, -2.888889e+01, -3.388889e+01, -3.944444e+01, -4.500000e+01, -5.055556e+01, -5.611111e+01, -6.166667e+01, -6.722222e+01, -7.277778e+01, -7.833333e+01, -8.388889e+01, -8.944444e+01, -9.500000e+01, -1.005556e+02, -1.061111e+02, -1.116667e+02, -1.172222e+02, -1.211111e+02]) - eta(lat, lon)float32...
- long_name :
- Sea Surface Height
- units :
- m
- original_units :
- cm
- history :
- 2012-03-23T08:46:17Z altered by CMOR: Converted units from 'cm' to 'm'.
array([[9.96921e+36, 9.96921e+36, 9.96921e+36, ..., 9.96921e+36, 9.96921e+36, 9.96921e+36], [9.96921e+36, 9.96921e+36, 9.96921e+36, ..., 9.96921e+36, 9.96921e+36, 9.96921e+36], [9.96921e+36, 9.96921e+36, 9.96921e+36, ..., 9.96921e+36, 9.96921e+36, 9.96921e+36], ..., [9.96921e+36, 9.96921e+36, 9.96921e+36, ..., 9.96921e+36, 9.96921e+36, 9.96921e+36], [9.96921e+36, 9.96921e+36, 9.96921e+36, ..., 9.96921e+36, 9.96921e+36, 9.96921e+36], [9.96921e+36, 9.96921e+36, 9.96921e+36, ..., 9.96921e+36, 9.96921e+36, 9.96921e+36]], dtype=float32) - depth(lat, lon)float32...
- long_name :
- Sea Floor Depth
- comment :
- Ocean bathymetry.
- units :
- m
array([[9.96921e+36, 9.96921e+36, 9.96921e+36, ..., 9.96921e+36, 9.96921e+36, 9.96921e+36], [9.96921e+36, 9.96921e+36, 9.96921e+36, ..., 9.96921e+36, 9.96921e+36, 9.96921e+36], [9.96921e+36, 9.96921e+36, 9.96921e+36, ..., 9.96921e+36, 9.96921e+36, 9.96921e+36], ..., [9.96921e+36, 9.96921e+36, 9.96921e+36, ..., 9.96921e+36, 9.96921e+36, 9.96921e+36], [9.96921e+36, 9.96921e+36, 9.96921e+36, ..., 9.96921e+36, 9.96921e+36, 9.96921e+36], [9.96921e+36, 9.96921e+36, 9.96921e+36, ..., 9.96921e+36, 9.96921e+36, 9.96921e+36]], dtype=float32) - depth_c()float64...
- long_name :
- vertical coordinate formula term: depth_c
array(45.)
- nsigma()int32...
- long_name :
- vertical coordinate formula term: nsigma
array(8, dtype=int32)
- zlev(lev)float64...
- long_name :
- vertical coordinate formula term: zlev(k)
array([2.500e+00, 7.500e+00, 1.250e+01, 1.750e+01, 2.250e+01, 2.750e+01, 3.375e+01, 4.125e+01, 5.000e+01, 6.000e+01, 7.000e+01, 8.000e+01, 9.250e+01, 1.100e+02, 1.325e+02, 1.575e+02, 1.850e+02, 2.250e+02, 2.875e+02, 3.625e+02, 4.500e+02, 5.500e+02, 6.750e+02, 8.250e+02, 9.750e+02, 1.125e+03, 1.300e+03, 1.525e+03, 1.775e+03, 2.025e+03, 2.275e+03, 2.525e+03, 2.775e+03, 3.025e+03, 3.275e+03, 3.525e+03, 3.775e+03, 4.025e+03, 4.275e+03, 4.525e+03, 4.775e+03, 5.025e+03, 5.275e+03, 5.450e+03]) - sigma_bnds(lev, bnds)float64...
- long_name :
- vertical coordinate formula term: sigma(k+1/2)
array([[ 0.000000e+00, -1.111111e-01], [-1.111111e-01, -2.222222e-01], [-2.222222e-01, -3.333333e-01], [-3.333333e-01, -4.444444e-01], [-4.444444e-01, -5.555556e-01], [-5.555556e-01, -6.666667e-01], [-6.666667e-01, -8.333333e-01], [-8.333333e-01, -1.000000e+00], [-1.000000e+00, -1.222222e+00], [-1.222222e+00, -1.444444e+00], [-1.444444e+00, -1.666667e+00], [-1.666667e+00, -1.888889e+00], [-1.888889e+00, -2.222222e+00], [-2.222222e+00, -2.666667e+00], [-2.666667e+00, -3.222222e+00], [-3.222222e+00, -3.777778e+00], [-3.777778e+00, -4.444444e+00], [-4.444444e+00, -5.555556e+00], [-5.555556e+00, -7.222222e+00], [-7.222222e+00, -8.888889e+00], [-8.888889e+00, -1.111111e+01], [-1.111111e+01, -1.333333e+01], [-1.333333e+01, -1.666667e+01], [-1.666667e+01, -2.000000e+01], [-2.000000e+01, -2.333333e+01], [-2.333333e+01, -2.666667e+01], [-2.666667e+01, -3.111111e+01], [-3.111111e+01, -3.666667e+01], [-3.666667e+01, -4.222222e+01], [-4.222222e+01, -4.777778e+01], [-4.777778e+01, -5.333333e+01], [-5.333333e+01, -5.888889e+01], [-5.888889e+01, -6.444444e+01], [-6.444444e+01, -7.000000e+01], [-7.000000e+01, -7.555556e+01], [-7.555556e+01, -8.111111e+01], [-8.111111e+01, -8.666667e+01], [-8.666667e+01, -9.222222e+01], [-9.222222e+01, -9.777778e+01], [-9.777778e+01, -1.033333e+02], [-1.033333e+02, -1.088889e+02], [-1.088889e+02, -1.144444e+02], [-1.144444e+02, -1.200000e+02], [-1.200000e+02, -1.222222e+02]]) - zlev_bnds(lev, bnds)float64...
- long_name :
- vertical coordinate formula term: zlev(k+1/2)
array([[0.00e+00, 5.00e+00], [5.00e+00, 1.00e+01], [1.00e+01, 1.50e+01], [1.50e+01, 2.00e+01], [2.00e+01, 2.50e+01], [2.50e+01, 3.00e+01], [3.00e+01, 3.75e+01], [3.75e+01, 4.50e+01], [4.50e+01, 5.50e+01], [5.50e+01, 6.50e+01], [6.50e+01, 7.50e+01], [7.50e+01, 8.50e+01], [8.50e+01, 1.00e+02], [1.00e+02, 1.20e+02], [1.20e+02, 1.45e+02], [1.45e+02, 1.70e+02], [1.70e+02, 2.00e+02], [2.00e+02, 2.50e+02], [2.50e+02, 3.25e+02], [3.25e+02, 4.00e+02], [4.00e+02, 5.00e+02], [5.00e+02, 6.00e+02], [6.00e+02, 7.50e+02], [7.50e+02, 9.00e+02], [9.00e+02, 1.05e+03], [1.05e+03, 1.20e+03], [1.20e+03, 1.40e+03], [1.40e+03, 1.65e+03], [1.65e+03, 1.90e+03], [1.90e+03, 2.15e+03], [2.15e+03, 2.40e+03], [2.40e+03, 2.65e+03], [2.65e+03, 2.90e+03], [2.90e+03, 3.15e+03], [3.15e+03, 3.40e+03], [3.40e+03, 3.65e+03], [3.65e+03, 3.90e+03], [3.90e+03, 4.15e+03], [4.15e+03, 4.40e+03], [4.40e+03, 4.65e+03], [4.65e+03, 4.90e+03], [4.90e+03, 5.15e+03], [5.15e+03, 5.40e+03], [5.40e+03, 5.50e+03]]) - lat_bnds(lat, bnds)float64...
array([[-90. , -88.288872], [-88.288872, -86.577751], [-86.577751, -85.167389], ..., [ 85.167389, 86.577751], [ 86.577751, 88.288872], [ 88.288872, 90. ]]) - lon_bnds(lon, bnds)float64...
array([[ 0. , 1.40625], [ 1.40625, 2.8125 ], [ 2.8125 , 4.21875], ..., [355.78125, 357.1875 ], [357.1875 , 358.59375], [358.59375, 360. ]]) - volcello(lev, lat, lon)float32...
- standard_name :
- ocean_volume
- long_name :
- Ocean Grid-Cell Volume
- comment :
- grid-cell volume ca. 2000.
- units :
- m3
- original_name :
- volc
- original_units :
- m^3
- history :
- 2012-03-23T08:46:17Z altered by CMOR: Converted units from 'm^3' to 'm3'. 2012-03-23T08:46:17Z altered by CMOR: replaced missing value flag (-999) with standard missing value (1e+20).
- associated_files :
- baseURL: http://cmip-pcmdi.llnl.gov/CMIP5/dataLocation gridspecFile: gridspec_ocean_fx_MIROC-ESM_historical_r0i0p0.nc
[2162688 values with dtype=float32]
- 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 :
- 29219.0
- 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 :
- 0
- physics_version :
- 0
- tracking_id :
- f1497f41-77eb-4b60-8e07-a398cf6fe1a8
- product :
- output
- experiment :
- historical
- frequency :
- fx
- creation_date :
- 2012-03-23T08:46:17Z
- history :
- 2012-03-23T08:46:17Z CMOR rewrote data to comply with CF standards and CMIP5 requirements.
- Conventions :
- CF-1.4
- project_id :
- CMIP5
- table_id :
- Table fx (26 July 2011) 491518982c8d8b607a58ba740689ea09
- title :
- MIROC-ESM model output prepared for CMIP5 historical
- parent_experiment :
- pre-industrial control
- modeling_realm :
- ocean
- realization :
- 0
- cmor_version :
- 2.7.1