GISS-E2-R model output prepared for CMIP5 pre-industrial control
Load in Python
from intake import open_catalog
cat = open_catalog("https://raw.githubusercontent.com/kpegion/COLA-DATASETS-CATALOG/gh-pages/intake-catalogs/thetao_Omon_GISS-E2-R_piControl_r1i1p141.yaml")
ds=cat.netcdf.read()Metadata
| title | GISS-E2-R model output prepared for CMIP5 pre-industrial control |
| location | /shared/cmip5/data/piControl/ocean/mon/Omon/thetao/NASA-GISS.GISS-E2-R/r1i1p141 |
| tags | gridded,global,model,monthly |
| catalog_dir | https://raw.githubusercontent.com/kpegion/COLA-DATASETS-CATALOG/gh-pages/intake-catalogs/thetao_Omon_GISS-E2-R_piControl_r1i1p141.yaml |
| last updated | 2013-06-14 |
Dataset Contents
<xarray.Dataset>
Dimensions: (bnds: 2, lat: 180, lev: 32, lon: 288, time: 13956)
Coordinates:
* time (time) float64 15.5 45.0 74.5 ... 4.304e+03 4.334e+03 4.364e+03
* lev (lev) float64 6.0 21.0 43.0 ... 4.475e+03 4.681e+03 4.887e+03
* lat (lat) float64 -89.5 -88.5 -87.5 -86.5 ... 86.5 87.5 88.5 89.5
* lon (lon) float64 0.625 1.875 3.125 4.375 ... 355.6 356.9 358.1 359.4
Dimensions without coordinates: bnds
Data variables:
time_bnds (time, bnds) float64 dask.array<chunksize=(300, 2), meta=np.ndarray>
lev_bnds (time, lev, bnds) float64 dask.array<chunksize=(300, 32, 2), meta=np.ndarray>
lat_bnds (time, lat, bnds) float64 dask.array<chunksize=(300, 180, 2), meta=np.ndarray>
lon_bnds (time, lon, bnds) float64 dask.array<chunksize=(300, 288, 2), meta=np.ndarray>
thetao (time, lev, lat, lon) float32 dask.array<chunksize=(300, 32, 180, 288), meta=np.ndarray>
Attributes:
institution: NASA/GISS (Goddard Institute for Space Studies) N...
institute_id: NASA-GISS
experiment_id: piControl
source: GISS-E2-R-E4rhLMgC Atmosphere: GISS-E2; Ocean: R
model_id: GISS-E2-R
forcing: N/A
parent_experiment_id: N/A
parent_experiment_rip: N/A
branch_time: 0.0
contact: Kenneth Lo (cdkkl@giss.nasa.gov)
references: http://data.giss.nasa.gov/modelE/ar5
initialization_method: 1
physics_version: 141
tracking_id: 59a5c78d-b5dc-4358-aa28-236eafea07d3
product: output
experiment: pre-industrial control
frequency: mon
creation_date: 2011-12-14T19:03:13Z
history: 2011-12-14T19:03:13Z CMOR rewrote data to comply ...
Conventions: CF-1.4
project_id: CMIP5
table_id: Table Omon (31 January 2011) 0e69fc5d1417dfcfbf0a...
title: GISS-E2-R model output prepared for CMIP5 pre-ind...
parent_experiment: N/A
modeling_realm: ocean
realization: 1
cmor_version: 2.5.7xarray.Dataset
- bnds: 2
- lat: 180
- lev: 32
- lon: 288
- time: 13956
- time(time)float6415.5 45.0 ... 4.334e+03 4.364e+03
- bounds :
- time_bnds
- calendar :
- 365_day
- axis :
- T
- long_name :
- time
- standard_name :
- time
array([ 15.5, 45. , 74.5, ..., 4303.5, 4334. , 4364.5])
- lev(lev)float646.0 21.0 ... 4.681e+03 4.887e+03
- bounds :
- lev_bnds
- units :
- m
- axis :
- Z
- positive :
- down
- long_name :
- ocean depth coordinate
- standard_name :
- depth
array([ 6., 21., 43., 74., 116., 171., 241., 328., 434., 559., 701., 858., 1028., 1209., 1399., 1596., 1798., 2003., 2209., 2415., 2621., 2827., 3033., 3239., 3445., 3651., 3857., 4063., 4269., 4475., 4681., 4887.]) - lat(lat)float64-89.5 -88.5 -87.5 ... 88.5 89.5
- bounds :
- lat_bnds
- units :
- degrees_north
- axis :
- Y
- long_name :
- latitude
- standard_name :
- latitude
array([-89.5, -88.5, -87.5, -86.5, -85.5, -84.5, -83.5, -82.5, -81.5, -80.5, -79.5, -78.5, -77.5, -76.5, -75.5, -74.5, -73.5, -72.5, -71.5, -70.5, -69.5, -68.5, -67.5, -66.5, -65.5, -64.5, -63.5, -62.5, -61.5, -60.5, -59.5, -58.5, -57.5, -56.5, -55.5, -54.5, -53.5, -52.5, -51.5, -50.5, -49.5, -48.5, -47.5, -46.5, -45.5, -44.5, -43.5, -42.5, -41.5, -40.5, -39.5, -38.5, -37.5, -36.5, -35.5, -34.5, -33.5, -32.5, -31.5, -30.5, -29.5, -28.5, -27.5, -26.5, -25.5, -24.5, -23.5, -22.5, -21.5, -20.5, -19.5, -18.5, -17.5, -16.5, -15.5, -14.5, -13.5, -12.5, -11.5, -10.5, -9.5, -8.5, -7.5, -6.5, -5.5, -4.5, -3.5, -2.5, -1.5, -0.5, 0.5, 1.5, 2.5, 3.5, 4.5, 5.5, 6.5, 7.5, 8.5, 9.5, 10.5, 11.5, 12.5, 13.5, 14.5, 15.5, 16.5, 17.5, 18.5, 19.5, 20.5, 21.5, 22.5, 23.5, 24.5, 25.5, 26.5, 27.5, 28.5, 29.5, 30.5, 31.5, 32.5, 33.5, 34.5, 35.5, 36.5, 37.5, 38.5, 39.5, 40.5, 41.5, 42.5, 43.5, 44.5, 45.5, 46.5, 47.5, 48.5, 49.5, 50.5, 51.5, 52.5, 53.5, 54.5, 55.5, 56.5, 57.5, 58.5, 59.5, 60.5, 61.5, 62.5, 63.5, 64.5, 65.5, 66.5, 67.5, 68.5, 69.5, 70.5, 71.5, 72.5, 73.5, 74.5, 75.5, 76.5, 77.5, 78.5, 79.5, 80.5, 81.5, 82.5, 83.5, 84.5, 85.5, 86.5, 87.5, 88.5, 89.5]) - lon(lon)float640.625 1.875 3.125 ... 358.1 359.4
- bounds :
- lon_bnds
- units :
- degrees_east
- axis :
- X
- long_name :
- longitude
- standard_name :
- longitude
array([ 0.625, 1.875, 3.125, ..., 356.875, 358.125, 359.375])
- time_bnds(time, bnds)float64dask.array<chunksize=(300, 2), meta=np.ndarray>
Array Chunk Bytes 223.30 kB 4.99 kB Shape (13956, 2) (312, 2) Count 141 Tasks 47 Chunks Type float64 numpy.ndarray - lev_bnds(time, lev, bnds)float64dask.array<chunksize=(300, 32, 2), meta=np.ndarray>
Array Chunk Bytes 7.15 MB 159.74 kB Shape (13956, 32, 2) (312, 32, 2) Count 188 Tasks 47 Chunks Type float64 numpy.ndarray - lat_bnds(time, lat, bnds)float64dask.array<chunksize=(300, 180, 2), meta=np.ndarray>
Array Chunk Bytes 40.19 MB 898.56 kB Shape (13956, 180, 2) (312, 180, 2) Count 188 Tasks 47 Chunks Type float64 numpy.ndarray - lon_bnds(time, lon, bnds)float64dask.array<chunksize=(300, 288, 2), meta=np.ndarray>
Array Chunk Bytes 64.31 MB 1.44 MB Shape (13956, 288, 2) (312, 288, 2) Count 188 Tasks 47 Chunks Type float64 numpy.ndarray - thetao(time, lev, lat, lon)float32dask.array<chunksize=(300, 32, 180, 288), meta=np.ndarray>
- standard_name :
- sea_water_potential_temperature
- long_name :
- Sea Water Potential Temperature
- units :
- K
- original_name :
- thetao
- cell_methods :
- time: mean
- cell_measures :
- area: areacello volume: volcello
- history :
- 2011-12-14T19:03:10Z altered by CMOR: replaced missing value flag (-1e+30) with standard missing value (1e+20).
- associated_files :
- baseURL: http://cmip-pcmdi.llnl.gov/CMIP5/dataLocation gridspecFile: gridspec_ocean_fx_GISS-E2-R_piControl_r0i0p0.nc areacello: areacello_fx_GISS-E2-R_piControl_r0i0p0.nc volcello: volcello_fx_GISS-E2-R_piControl_r0i0p0.nc
Array Chunk Bytes 92.61 GB 2.07 GB Shape (13956, 32, 180, 288) (312, 32, 180, 288) Count 141 Tasks 47 Chunks Type float32 numpy.ndarray
- institution :
- NASA/GISS (Goddard Institute for Space Studies) New York, NY
- institute_id :
- NASA-GISS
- experiment_id :
- piControl
- source :
- GISS-E2-R-E4rhLMgC Atmosphere: GISS-E2; Ocean: R
- model_id :
- GISS-E2-R
- forcing :
- N/A
- parent_experiment_id :
- N/A
- parent_experiment_rip :
- N/A
- branch_time :
- 0.0
- contact :
- Kenneth Lo (cdkkl@giss.nasa.gov)
- references :
- http://data.giss.nasa.gov/modelE/ar5
- initialization_method :
- 1
- physics_version :
- 141
- tracking_id :
- 59a5c78d-b5dc-4358-aa28-236eafea07d3
- product :
- output
- experiment :
- pre-industrial control
- frequency :
- mon
- creation_date :
- 2011-12-14T19:03:13Z
- history :
- 2011-12-14T19:03:13Z CMOR rewrote data to comply with CF standards and CMIP5 requirements.
- Conventions :
- CF-1.4
- project_id :
- CMIP5
- table_id :
- Table Omon (31 January 2011) 0e69fc5d1417dfcfbf0a6c9867c399d2
- title :
- GISS-E2-R model output prepared for CMIP5 pre-industrial control
- parent_experiment :
- N/A
- modeling_realm :
- ocean
- realization :
- 1
- cmor_version :
- 2.5.7