thetao_Omon_CESM2_historical_r2i1p1f1_gn
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_CESM2_historical_r2i1p1f1_gn.yaml")
ds=cat.netcdf.read()Metadata
| title | thetao_Omon_CESM2_historical_r2i1p1f1_gn |
| location | /shared/cmip6/data/historical/ocean/mon/Omon/thetao/NCAR.CESM2 |
| tags | gridded,global,model,monthly |
| catalog_dir | https://raw.githubusercontent.com/kpegion/COLA-DATASETS-CATALOG/gh-pages/intake-catalogs/thetao_Omon_CESM2_historical_r2i1p1f1_gn.yaml |
| last updated | 2019-06-07 |
Dataset Contents
<xarray.Dataset>
Dimensions: (d2: 2, lev: 60, nlat: 384, nlon: 320, time: 1980, vertices: 4)
Coordinates:
lat (nlat, nlon) float64 ...
* lev (lev) float64 500.0 1.5e+03 2.5e+03 ... 5.125e+05 5.375e+05
lon (nlat, nlon) float64 ...
* nlat (nlat) int32 1 2 3 4 5 6 7 8 ... 377 378 379 380 381 382 383 384
* nlon (nlon) int32 1 2 3 4 5 6 7 8 ... 313 314 315 316 317 318 319 320
* time (time) float64 6.749e+05 6.749e+05 ... 7.351e+05 7.351e+05
Dimensions without coordinates: d2, vertices
Data variables:
thetao (time, lev, nlat, nlon) float32 ...
time_bnds (time, d2) float64 6.749e+05 6.749e+05 ... 7.351e+05 7.351e+05
lat_bnds (nlat, nlon, vertices) float32 ...
lon_bnds (nlat, nlon, vertices) float32 ...
lev_bnds (lev, d2) float32 0.0 10.0 10.0 ... 5250.0137 5250.0137 5499.9863
Attributes:
Conventions: CF-1.7 CMIP-6.2
activity_id: CMIP
case_id: 16
cesm_casename: b.e21.BHIST.f09_g17.CMIP6-historical.002
contact: cesm_cmip6@ucar.edu
creation_date: 2019-01-17T23:54:24Z
data_specs_version: 01.00.29
experiment: all-forcing simulation of the recent past
experiment_id: historical
external_variables: areacello volcello
forcing_index: 1
frequency: mon
grid: native gx1v7 displaced pole grid (384x320 latxlon)
grid_label: gn
initialization_index: 1
institution: National Center for Atmospheric Research, Climate...
institution_id: NCAR
license: CMIP6 model data produced by <The National Center...
mip_era: CMIP6
model_doi_url: https://doi.org/10.5065/D67H1H0V
nominal_resolution: 100 km
parent_activity_id: CMIP
parent_experiment_id: piControl
parent_mip_era: CMIP6
parent_source_id: CESM2
parent_time_units: days since 0001-01-01 00:00:00
parent_variant_label: r1i1p1f1
physics_index: 1
product: model-output
realization_index: 2
realm: ocean
source: CESM2 (2017): atmosphere: CAM6 (0.9x1.25 finite v...
source_id: CESM2
source_type: AOGCM BGC
table_id: Omon
tracking_id: hdl:21.14100/12086a41-08a2-450f-a87f-54eb563cf753
variable_id: thetao
variant_info: CMIP6 20th century experiments (1850-2014) with C...
variant_label: r2i1p1f1
sub_experiment: none
sub_experiment_id: none
branch_time_in_parent: 229950.0
branch_time_in_child: 674885.0
branch_method: standard
further_info_url: https://furtherinfo.es-doc.org/CMIP6.NCAR.CESM2.h...xarray.Dataset
- d2: 2
- lev: 60
- nlat: 384
- nlon: 320
- time: 1980
- vertices: 4
- lat(nlat, nlon)float64...
- axis :
- Y
- bounds :
- lat_bnds
- standard_name :
- latitude
- title :
- Latitude
- type :
- double
- units :
- degrees_north
- valid_max :
- 90.0
- valid_min :
- -90.0
[122880 values with dtype=float64]
- lev(lev)float64500.0 1.5e+03 ... 5.375e+05
- axis :
- Z
- bounds :
- lev_bnds
- positive :
- down
- standard_name :
- olevel
- title :
- ocean model level
- type :
- double
- units :
- centimeters
array([5.000000e+02, 1.500000e+03, 2.500000e+03, 3.500000e+03, 4.500000e+03, 5.500000e+03, 6.500000e+03, 7.500000e+03, 8.500000e+03, 9.500000e+03, 1.050000e+04, 1.150000e+04, 1.250000e+04, 1.350000e+04, 1.450000e+04, 1.550000e+04, 1.650984e+04, 1.754790e+04, 1.862913e+04, 1.976603e+04, 2.097114e+04, 2.225783e+04, 2.364088e+04, 2.513702e+04, 2.676542e+04, 2.854837e+04, 3.051192e+04, 3.268680e+04, 3.510935e+04, 3.782276e+04, 4.087846e+04, 4.433777e+04, 4.827367e+04, 5.277280e+04, 5.793729e+04, 6.388626e+04, 7.075633e+04, 7.870025e+04, 8.788252e+04, 9.847059e+04, 1.106204e+05, 1.244567e+05, 1.400497e+05, 1.573946e+05, 1.764003e+05, 1.968944e+05, 2.186457e+05, 2.413972e+05, 2.649001e+05, 2.889385e+05, 3.133405e+05, 3.379793e+05, 3.627670e+05, 3.876452e+05, 4.125768e+05, 4.375392e+05, 4.625190e+05, 4.875083e+05, 5.125028e+05, 5.375000e+05]) - lon(nlat, nlon)float64...
- axis :
- X
- bounds :
- lon_bnds
- standard_name :
- longitude
- title :
- Longitude
- type :
- double
- units :
- degrees_east
- valid_max :
- 360.0
- valid_min :
- 0.0
[122880 values with dtype=float64]
- nlat(nlat)int321 2 3 4 5 6 ... 380 381 382 383 384
- long_name :
- cell index along second dimension
- units :
- 1
array([ 1, 2, 3, ..., 382, 383, 384], dtype=int32)
- nlon(nlon)int321 2 3 4 5 6 ... 316 317 318 319 320
- long_name :
- cell index along first dimension
- units :
- 1
array([ 1, 2, 3, ..., 318, 319, 320], dtype=int32)
- time(time)float646.749e+05 6.749e+05 ... 7.351e+05
- axis :
- T
- bounds :
- time_bnds
- standard_name :
- time
- title :
- time
- type :
- double
- units :
- days since 0001-01-01 00:00:00
- calendar :
- noleap
array([674899.541667, 674929. , 674958.5 , ..., 735032.5 , 735063. , 735093.5 ])
- thetao(time, lev, nlat, nlon)float32...
- cell_measures :
- area: areacello volume: volcello
- cell_methods :
- area: mean where sea time: mean
- comment :
- Diagnostic should be contributed even for models using conservative temperature as prognostic field.
- description :
- Diagnostic should be contributed even for models using conservative temperature as prognostic field.
- frequency :
- mon
- id :
- thetao
- long_name :
- Sea Water Potential Temperature
- mipTable :
- Omon
- out_name :
- thetao
- prov :
- Omon ((isd.003))
- realm :
- ocean
- standard_name :
- sea_water_potential_temperature
- time :
- time
- time_label :
- time-mean
- time_title :
- Temporal mean
- title :
- Sea Water Potential Temperature
- type :
- real
- units :
- degC
- variable_id :
- thetao
[14598144000 values with dtype=float32]
- time_bnds(time, d2)float64...
- calendar :
- noleap
- units :
- days since 0001-01-01 00:00:00
array([[674885.083333, 674916. ], [674916. , 674944. ], [674944. , 674975. ], ..., [735018. , 735049. ], [735049. , 735079. ], [735079. , 735110. ]]) - lat_bnds(nlat, nlon, vertices)float32...
- units :
- degrees_north
[491520 values with dtype=float32]
- lon_bnds(nlat, nlon, vertices)float32...
- units :
- degrees_east
[491520 values with dtype=float32]
- lev_bnds(lev, d2)float32...
- units :
- m
array([[ 0. , 10. ], [ 10. , 20. ], [ 20. , 30. ], [ 30. , 40. ], [ 40. , 50. ], [ 50. , 60. ], [ 60. , 70. ], [ 70. , 80. ], [ 80. , 90. ], [ 90. , 100. ], [ 100. , 110. ], [ 110. , 120. ], [ 120. , 130. ], [ 130. , 140. ], [ 140. , 150. ], [ 150. , 160.0492 ], [ 160.0492 , 170.28871], [ 170.28871, 180.88516], [ 180.88516, 191.97578], [ 191.97578, 203.68582], [ 203.68582, 216.14484], [ 216.14484, 229.49356], [ 229.49356, 243.8895 ], [ 243.8895 , 259.51218], [ 259.51218, 276.56894], [ 276.56894, 295.30145], [ 295.30145, 315.9936 ], [ 315.9936 , 338.98074], [ 338.98074, 364.66055], [ 364.66055, 393.50613], [ 393.50613, 426.08118], [ 426.08118, 463.0572 ], [ 463.0572 , 505.23233], [ 505.23233, 553.5505 ], [ 553.5505 , 609.11774], [ 609.11774, 673.21295], [ 673.21295, 747.2829 ], [ 747.2829 , 832.9139 ], [ 832.9139 , 931.76556], [ 931.76556, 1045.455 ], [1045.455 , 1175.3855 ], [1175.3855 , 1322.532 ], [1322.532 , 1487.2219 ], [1487.2219 , 1668.9749 ], [1668.9749 , 1866.4738 ], [1866.4738 , 2077.7002 ], [2077.7002 , 2300.214 ], [2300.214 , 2531.4863 ], [2531.4863 , 2769.193 ], [2769.193 , 3011.3948 ], [3011.3948 , 3256.599 ], [3256.599 , 3503.732 ], [3503.732 , 3752.0613 ], [3752.0613 , 4001.11 ], [4001.11 , 4250.58 ], [4250.58 , 4500.291 ], [4500.291 , 4750.1367 ], [4750.1367 , 5000.0557 ], [5000.0557 , 5250.0137 ], [5250.0137 , 5499.9863 ]], dtype=float32)
- Conventions :
- CF-1.7 CMIP-6.2
- activity_id :
- CMIP
- case_id :
- 16
- cesm_casename :
- b.e21.BHIST.f09_g17.CMIP6-historical.002
- contact :
- cesm_cmip6@ucar.edu
- creation_date :
- 2019-01-17T23:54:24Z
- data_specs_version :
- 01.00.29
- experiment :
- all-forcing simulation of the recent past
- experiment_id :
- historical
- external_variables :
- areacello volcello
- forcing_index :
- 1
- frequency :
- mon
- grid :
- native gx1v7 displaced pole grid (384x320 latxlon)
- grid_label :
- gn
- initialization_index :
- 1
- institution :
- National Center for Atmospheric Research, Climate and Global Dynamics Laboratory, 1850 Table Mesa Drive, Boulder, CO 80305, USA
- institution_id :
- NCAR
- license :
- CMIP6 model data produced by <The National Center for Atmospheric Research> 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)[]. 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.
- mip_era :
- CMIP6
- model_doi_url :
- https://doi.org/10.5065/D67H1H0V
- nominal_resolution :
- 100 km
- parent_activity_id :
- CMIP
- parent_experiment_id :
- piControl
- parent_mip_era :
- CMIP6
- parent_source_id :
- CESM2
- parent_time_units :
- days since 0001-01-01 00:00:00
- parent_variant_label :
- r1i1p1f1
- physics_index :
- 1
- product :
- model-output
- realization_index :
- 2
- realm :
- ocean
- source :
- CESM2 (2017): atmosphere: CAM6 (0.9x1.25 finite volume grid; 288 x 192 longitude/latitude; 32 levels; top level 2.25 mb); ocean: POP2 (320x384 longitude/latitude; 60 levels; top grid cell 0-10 m); sea_ice: CICE5.1 (same grid as ocean); land: CLM5 0.9x1.25 finite volume grid; 288 x 192 longitude/latitude; 32 levels; top level 2.25 mb); aerosol: MAM4 (0.9x1.25 finite volume grid; 288 x 192 longitude/latitude; 32 levels; top level 2.25 mb); atmoschem: MAM4 (0.9x1.25 finite volume grid; 288 x 192 longitude/latitude; 32 levels; top level 2.25 mb); landIce: CISM2.1; ocnBgchem: MARBL (320x384 longitude/latitude; 60 levels; top grid cell 0-10 m)
- source_id :
- CESM2
- source_type :
- AOGCM BGC
- table_id :
- Omon
- tracking_id :
- hdl:21.14100/12086a41-08a2-450f-a87f-54eb563cf753
- variable_id :
- thetao
- variant_info :
- CMIP6 20th century experiments (1850-2014) with CAM6, interactive land (CLM5), coupled ocean (POP2) with biogeochemistry (MARBL), interactive sea ice (CICE5.1), and non-evolving land ice (CISM2.1)
- variant_label :
- r2i1p1f1
- sub_experiment :
- none
- sub_experiment_id :
- none
- branch_time_in_parent :
- 229950.0
- branch_time_in_child :
- 674885.0
- branch_method :
- standard
- further_info_url :
- https://furtherinfo.es-doc.org/CMIP6.NCAR.CESM2.historical.none.r2i1p1f1