GISS-E2-R model output prepared for CMIP5 RCP4.5
Load in Python
from intake import open_catalog
cat = open_catalog("https://raw.githubusercontent.com/kpegion/COLA-DATASETS-CATALOG/gh-pages/intake-catalogs/pr_Amon_GISS-E2-R_rcp45_r2i1p2.yaml")
ds=cat.netcdf.read()Metadata
| title | GISS-E2-R model output prepared for CMIP5 RCP4.5 |
| location | /shared/cmip5/data/rcp45/atmos/mon/Amon/pr/NASA-GISS.GISS-E2-R/r2i1p2 |
| tags | gridded,global,model,monthly |
| catalog_dir | https://raw.githubusercontent.com/kpegion/COLA-DATASETS-CATALOG/gh-pages/intake-catalogs/pr_Amon_GISS-E2-R_rcp45_r2i1p2.yaml |
| last updated | 2013-06-14 |
Dataset Contents
<xarray.Dataset>
Dimensions: (bnds: 2, lat: 90, lon: 144, time: 3540)
Coordinates:
* time (time) float64 15.5 45.0 74.5 ... 9.048e+03 9.079e+03 9.11e+03
* 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=(240, 2), meta=np.ndarray>
lat_bnds (time, lat, bnds) float64 dask.array<chunksize=(240, 90, 2), meta=np.ndarray>
lon_bnds (time, lon, bnds) float64 dask.array<chunksize=(240, 144, 2), meta=np.ndarray>
pr (time, lat, lon) float32 dask.array<chunksize=(240, 90, 144), meta=np.ndarray>
Attributes:
institution: NASA/GISS (Goddard Institute for Space Studies) N...
institute_id: NASA-GISS
experiment_id: rcp45
source: GISS-E2-R-E137TcadRCP45bF40oQ32 Atmosphere: GISS-...
model_id: GISS-E2-R
forcing: GHG, LU, Sl, Vl, BC, OC, SA, Oz (also includes or...
parent_experiment_id: historical
parent_experiment_rip: r2i1p2
branch_time: 2006.0
contact: Kenneth Lo (cdkkl@giss.nasa.gov)
references: http://data.giss.nasa.gov/modelE/ar5
initialization_method: 1
physics_version: 2
tracking_id: 4a08025b-957c-4941-bb55-64bae43d49f7
product: output
experiment: RCP4.5
frequency: mon
creation_date: 2011-09-16T14:50:02Z
history: 2011-09-16T14:50:02Z CMOR rewrote data to comply ...
Conventions: CF-1.4
project_id: CMIP5
table_id: Table Amon (31 January 2011) 53b766a395ac41696af4...
title: GISS-E2-R model output prepared for CMIP5 RCP4.5
parent_experiment: historical
modeling_realm: atmos
realization: 2
cmor_version: 2.5.7xarray.Dataset
- bnds: 2
- lat: 90
- lon: 144
- time: 3540
- time(time)float6415.5 45.0 ... 9.079e+03 9.11e+03
- bounds :
- time_bnds
- calendar :
- 365_day
- axis :
- T
- long_name :
- time
- standard_name :
- time
array([ 15.5, 45. , 74.5, ..., 9048.5, 9079. , 9109.5])
- 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=(240, 2), meta=np.ndarray>
Array Chunk Bytes 56.64 kB 4.80 kB Shape (3540, 2) (300, 2) Count 36 Tasks 12 Chunks Type float64 numpy.ndarray - lat_bnds(time, lat, bnds)float64dask.array<chunksize=(240, 90, 2), meta=np.ndarray>
Array Chunk Bytes 5.10 MB 432.00 kB Shape (3540, 90, 2) (300, 90, 2) Count 48 Tasks 12 Chunks Type float64 numpy.ndarray - lon_bnds(time, lon, bnds)float64dask.array<chunksize=(240, 144, 2), meta=np.ndarray>
Array Chunk Bytes 8.16 MB 691.20 kB Shape (3540, 144, 2) (300, 144, 2) Count 48 Tasks 12 Chunks Type float64 numpy.ndarray - pr(time, lat, lon)float32dask.array<chunksize=(240, 90, 144), meta=np.ndarray>
- standard_name :
- precipitation_flux
- long_name :
- Precipitation
- comment :
- at surface; includes both liquid and solid phases from all types of clouds (both large-scale and convective)
- units :
- kg m-2 s-1
- original_name :
- dummy
- cell_methods :
- time: mean
- cell_measures :
- area: areacella
- history :
- 2011-09-16T14:50:02Z 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_atmos_fx_GISS-E2-R_rcp45_r0i0p0.nc areacella: areacella_fx_GISS-E2-R_rcp45_r0i0p0.nc
Array Chunk Bytes 183.51 MB 15.55 MB Shape (3540, 90, 144) (300, 90, 144) Count 36 Tasks 12 Chunks Type float32 numpy.ndarray
- institution :
- NASA/GISS (Goddard Institute for Space Studies) New York, NY
- institute_id :
- NASA-GISS
- experiment_id :
- rcp45
- source :
- GISS-E2-R-E137TcadRCP45bF40oQ32 Atmosphere: GISS-E2; Ocean: R
- model_id :
- GISS-E2-R
- forcing :
- GHG, LU, Sl, Vl, BC, OC, SA, Oz (also includes orbital change - BC on snow - Nitrate aerosols - interactive CH4)
- parent_experiment_id :
- historical
- parent_experiment_rip :
- r2i1p2
- branch_time :
- 2006.0
- contact :
- Kenneth Lo (cdkkl@giss.nasa.gov)
- references :
- http://data.giss.nasa.gov/modelE/ar5
- initialization_method :
- 1
- physics_version :
- 2
- tracking_id :
- 4a08025b-957c-4941-bb55-64bae43d49f7
- product :
- output
- experiment :
- RCP4.5
- frequency :
- mon
- creation_date :
- 2011-09-16T14:50:02Z
- history :
- 2011-09-16T14:50:02Z CMOR rewrote data to comply with CF standards and CMIP5 requirements.
- Conventions :
- CF-1.4
- project_id :
- CMIP5
- table_id :
- Table Amon (31 January 2011) 53b766a395ac41696af40aab76a49ae5
- title :
- GISS-E2-R model output prepared for CMIP5 RCP4.5
- parent_experiment :
- historical
- modeling_realm :
- atmos
- realization :
- 2
- cmor_version :
- 2.5.7