GISS-E2-1-G output prepared for CMIP6
Load in Python
from intake import open_catalog
cat = open_catalog("https://raw.githubusercontent.com/kpegion/COLA-DATASETS-CATALOG/gh-pages/intake-catalogs/tos_Omon_GISS-E2-1-G_piControl_r1i1p1f1_gn.yaml")
ds=cat.netcdf.read()Metadata
| title | GISS-E2-1-G output prepared for CMIP6 |
| location | /shared/cmip6/data/piControl/ocean/mon/Omon/tos/NASA-GISS.GISS-E2-1-G/r1i1p1 |
| tags | gridded,global,model,monthly |
| catalog_dir | https://raw.githubusercontent.com/kpegion/COLA-DATASETS-CATALOG/gh-pages/intake-catalogs/tos_Omon_GISS-E2-1-G_piControl_r1i1p1f1_gn.yaml |
| last updated | 2020-08-18 |
Dataset Contents
<xarray.Dataset>
Dimensions: (bnds: 2, lat: 90, lon: 144, time: 10212)
Coordinates:
* time (time) float64 15.5 45.0 74.5 ... 3.105e+05 3.106e+05 3.106e+05
* lat (lat) float64 -89.0 -87.0 -85.0 -83.0 ... 83.0 85.0 87.0 89.0
* lon (lon) float64 1.25 3.75 6.25 8.75 ... 351.2 353.8 356.2 358.8
Dimensions without coordinates: bnds
Data variables:
time_bnds (time, bnds) float64 dask.array<chunksize=(612, 2), meta=np.ndarray>
lat_bnds (time, lat, bnds) float64 dask.array<chunksize=(612, 90, 2), meta=np.ndarray>
lon_bnds (time, lon, bnds) float64 dask.array<chunksize=(612, 144, 2), meta=np.ndarray>
tos (time, lat, lon) float32 dask.array<chunksize=(612, 90, 144), meta=np.ndarray>
Attributes:
Conventions: CF-1.7 CMIP-6.2
activity_id: CMIP
branch_method: standard
branch_time_in_child: 0.0
branch_time_in_parent: 0.0
contact: Kenneth Lo (cdkkl@giss.nasa.gov)
creation_date: 2018-08-24T12:23:51Z
data_specs_version: 01.00.23
experiment: pre-industrial control
experiment_id: piControl
external_variables: areacello
forcing_index: 1
frequency: mon
further_info_url: https://furtherinfo.es-doc.org/CMIP6.NASA-GISS.GI...
grid: atmospheric grid: 144x90, ocean grid: 288x180
grid_label: gn
history: 2018-08-24T12:23:51Z ; CMOR rewrote data to be co...
initialization_index: 1
institution: Goddard Institute for Space Studies, New York, NY...
institution_id: NASA-GISS
mip_era: CMIP6
model_id: E200F40oQ40
nominal_resolution: 250 km
parent_activity_id: CMIP
parent_experiment_id: piControl-spinup
parent_experiment_rip: r1i1p1
parent_mip_era: CMIP6
parent_source_id: GISS-E2-1-G
parent_time_units: days since 4101-1-1
parent_variant_label: r1i1p1f1
physics_index: 1
product: model-output
realization_index: 1
realm: ocean
references: https://data.giss.nasa.gov/modelE/cmip6
source: GISS-E2.1G (2016):
aerosol: Varies with physics...
source_id: GISS-E2-1-G
source_type: AOGCM
sub_experiment: none
sub_experiment_id: none
table_id: Omon
table_info: Creation Date:(21 March 2018) MD5:652eaa766045a77...
title: GISS-E2-1-G output prepared for CMIP6
tracking_id: hdl:21.14100/f1fbfa51-86cf-4944-887a-69b11a7f59ca
variable_id: tos
variant_label: r1i1p1f1
license: CMIP6 model data produced by NASA Goddard Institu...
cmor_version: 3.3.2xarray.Dataset
- bnds: 2
- lat: 90
- lon: 144
- time: 10212
- time(time)float6415.5 45.0 ... 3.106e+05 3.106e+05
- bounds :
- time_bnds
- units :
- days since 4150-1-1
- calendar :
- 365_day
- axis :
- T
- long_name :
- time
- standard_name :
- time
array([1.550000e+01, 4.500000e+01, 7.450000e+01, ..., 3.105385e+05, 3.105690e+05, 3.105995e+05]) - lat(lat)float64-89.0 -87.0 -85.0 ... 87.0 89.0
- bounds :
- lat_bnds
- units :
- degrees_north
- axis :
- Y
- long_name :
- latitude
- standard_name :
- latitude
array([-89., -87., -85., -83., -81., -79., -77., -75., -73., -71., -69., -67., -65., -63., -61., -59., -57., -55., -53., -51., -49., -47., -45., -43., -41., -39., -37., -35., -33., -31., -29., -27., -25., -23., -21., -19., -17., -15., -13., -11., -9., -7., -5., -3., -1., 1., 3., 5., 7., 9., 11., 13., 15., 17., 19., 21., 23., 25., 27., 29., 31., 33., 35., 37., 39., 41., 43., 45., 47., 49., 51., 53., 55., 57., 59., 61., 63., 65., 67., 69., 71., 73., 75., 77., 79., 81., 83., 85., 87., 89.]) - lon(lon)float641.25 3.75 6.25 ... 356.2 358.8
- bounds :
- lon_bnds
- units :
- degrees_east
- axis :
- X
- long_name :
- longitude
- standard_name :
- longitude
array([ 1.25, 3.75, 6.25, 8.75, 11.25, 13.75, 16.25, 18.75, 21.25, 23.75, 26.25, 28.75, 31.25, 33.75, 36.25, 38.75, 41.25, 43.75, 46.25, 48.75, 51.25, 53.75, 56.25, 58.75, 61.25, 63.75, 66.25, 68.75, 71.25, 73.75, 76.25, 78.75, 81.25, 83.75, 86.25, 88.75, 91.25, 93.75, 96.25, 98.75, 101.25, 103.75, 106.25, 108.75, 111.25, 113.75, 116.25, 118.75, 121.25, 123.75, 126.25, 128.75, 131.25, 133.75, 136.25, 138.75, 141.25, 143.75, 146.25, 148.75, 151.25, 153.75, 156.25, 158.75, 161.25, 163.75, 166.25, 168.75, 171.25, 173.75, 176.25, 178.75, 181.25, 183.75, 186.25, 188.75, 191.25, 193.75, 196.25, 198.75, 201.25, 203.75, 206.25, 208.75, 211.25, 213.75, 216.25, 218.75, 221.25, 223.75, 226.25, 228.75, 231.25, 233.75, 236.25, 238.75, 241.25, 243.75, 246.25, 248.75, 251.25, 253.75, 256.25, 258.75, 261.25, 263.75, 266.25, 268.75, 271.25, 273.75, 276.25, 278.75, 281.25, 283.75, 286.25, 288.75, 291.25, 293.75, 296.25, 298.75, 301.25, 303.75, 306.25, 308.75, 311.25, 313.75, 316.25, 318.75, 321.25, 323.75, 326.25, 328.75, 331.25, 333.75, 336.25, 338.75, 341.25, 343.75, 346.25, 348.75, 351.25, 353.75, 356.25, 358.75])
- time_bnds(time, bnds)float64dask.array<chunksize=(612, 2), meta=np.ndarray>
Array Chunk Bytes 163.39 kB 9.79 kB Shape (10212, 2) (612, 2) Count 51 Tasks 17 Chunks Type float64 numpy.ndarray - lat_bnds(time, lat, bnds)float64dask.array<chunksize=(612, 90, 2), meta=np.ndarray>
Array Chunk Bytes 14.71 MB 881.28 kB Shape (10212, 90, 2) (612, 90, 2) Count 68 Tasks 17 Chunks Type float64 numpy.ndarray - lon_bnds(time, lon, bnds)float64dask.array<chunksize=(612, 144, 2), meta=np.ndarray>
Array Chunk Bytes 23.53 MB 1.41 MB Shape (10212, 144, 2) (612, 144, 2) Count 68 Tasks 17 Chunks Type float64 numpy.ndarray - tos(time, lat, lon)float32dask.array<chunksize=(612, 90, 144), meta=np.ndarray>
- standard_name :
- sea_surface_temperature
- long_name :
- Sea Surface Temperature
- comment :
- Temperature of upper boundary of the liquid ocean, including temperatures below sea-ice and floating ice shelves.
- units :
- degC
- original_units :
- K
- history :
- 2018-08-24T12:23:51Z altered by CMOR: Converted units from 'K' to 'degC'. 2018-08-24T12:23:51Z altered by CMOR: replaced missing value flag (-1e+30) with standard missing value (1e+20).
- cell_methods :
- area: mean where sea time: mean
- cell_measures :
- area: areacello
Array Chunk Bytes 529.39 MB 31.73 MB Shape (10212, 90, 144) (612, 90, 144) Count 51 Tasks 17 Chunks Type float32 numpy.ndarray
- Conventions :
- CF-1.7 CMIP-6.2
- activity_id :
- CMIP
- branch_method :
- standard
- branch_time_in_child :
- 0.0
- branch_time_in_parent :
- 0.0
- contact :
- Kenneth Lo (cdkkl@giss.nasa.gov)
- creation_date :
- 2018-08-24T12:23:51Z
- data_specs_version :
- 01.00.23
- experiment :
- pre-industrial control
- experiment_id :
- piControl
- external_variables :
- areacello
- forcing_index :
- 1
- frequency :
- mon
- further_info_url :
- https://furtherinfo.es-doc.org/CMIP6.NASA-GISS.GISS-E2-1-G.piControl.none.r1i1p1f1
- grid :
- atmospheric grid: 144x90, ocean grid: 288x180
- grid_label :
- gn
- history :
- 2018-08-24T12:23:51Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards.
- initialization_index :
- 1
- institution :
- Goddard Institute for Space Studies, New York, NY 10025, USA
- institution_id :
- NASA-GISS
- mip_era :
- CMIP6
- model_id :
- E200F40oQ40
- nominal_resolution :
- 250 km
- parent_activity_id :
- CMIP
- parent_experiment_id :
- piControl-spinup
- parent_experiment_rip :
- r1i1p1
- parent_mip_era :
- CMIP6
- parent_source_id :
- GISS-E2-1-G
- parent_time_units :
- days since 4101-1-1
- parent_variant_label :
- r1i1p1f1
- physics_index :
- 1
- product :
- model-output
- realization_index :
- 1
- realm :
- ocean
- references :
- https://data.giss.nasa.gov/modelE/cmip6
- source :
- GISS-E2.1G (2016): aerosol: Varies with physics-version (p==1 none, p==3 OMA, p==4 TOMAS, p==5 MATRIX) atmos: GISS-E2.1 (2.5x2 degree; 144 x 90 longitude/latitude; 40 levels; top level 0.1 hPa) atmosChem: Varies with physics-version (p==1 Non-interactive, p>1 GPUCCINI) land: GISS LSM landIce: none ocean: GISS Ocean (1 degree; 360 x 180 latitude/longitude; 32 levels; top grid cell 0-10 m) ocnBgchem: none seaIce: GISS SI
- source_id :
- GISS-E2-1-G
- source_type :
- AOGCM
- sub_experiment :
- none
- sub_experiment_id :
- none
- table_id :
- Omon
- table_info :
- Creation Date:(21 March 2018) MD5:652eaa766045a77bf9c8047554414776
- title :
- GISS-E2-1-G output prepared for CMIP6
- tracking_id :
- hdl:21.14100/f1fbfa51-86cf-4944-887a-69b11a7f59ca
- variable_id :
- tos
- variant_label :
- r1i1p1f1
- license :
- CMIP6 model data produced by NASA Goddard Institute for Space Studies is licensed under a Creative Commons Attribution ShareAlike 4.0 International License (https://creativecommons.org/licenses). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file) and at https:///pcmdi.llnl.gov/. The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law.
- cmor_version :
- 3.3.2