NOAA GFDL GFDL-CM2p1, historical (run 5) experiment output for CMIP5 AR5

Load in Python

from intake import open_catalog

cat = open_catalog("https://raw.githubusercontent.com/kpegion/COLA-DATASETS-CATALOG/gh-pages/intake-catalogs/ts_Amon_GFDL-CM2p1_historical_r5i1p1.yaml")
ds=cat.netcdf.read()

Metadata

title	NOAA GFDL GFDL-CM2p1, historical (run 5) experiment output for CMIP5 AR5
location	/shared/cmip5/data/historical/atmos/mon/Amon/ts/NOAA-GFDL.GFDL-CM2p1/r5i1p1
tags	gridded,global,model,monthly
catalog_dir	https://raw.githubusercontent.com/kpegion/COLA-DATASETS-CATALOG/gh-pages/intake-catalogs/ts_Amon_GFDL-CM2p1_historical_r5i1p1.yaml
last updated	2013-08-27

Dataset Contents

<xarray.Dataset>
Dimensions:     (bnds: 2, lat: 90, lon: 144, time: 1740)
Coordinates:
  * lat         (lat) float64 -89.49 -87.98 -85.96 -83.93 ... 85.96 87.98 89.49
  * lon         (lon) float64 1.25 3.75 6.25 8.75 ... 351.3 353.8 356.2 358.8
  * bnds        (bnds) float64 1.0 2.0
  * time        (time) float64 15.5 45.0 74.5 ... 5.288e+04 5.292e+04 5.295e+04
Data variables:
    average_DT  (time) float64 dask.array<chunksize=(60,), meta=np.ndarray>
    average_T1  (time) float64 dask.array<chunksize=(60,), meta=np.ndarray>
    average_T2  (time) float64 dask.array<chunksize=(60,), meta=np.ndarray>
    ts          (time, lat, lon) float32 dask.array<chunksize=(60, 90, 144), meta=np.ndarray>
    time_bnds   (time, bnds) float64 dask.array<chunksize=(60, 2), meta=np.ndarray>
    lat_bnds    (time, lat, bnds) float64 dask.array<chunksize=(60, 90, 2), meta=np.ndarray>
    lon_bnds    (time, lon, bnds) float64 dask.array<chunksize=(60, 144, 2), meta=np.ndarray>
Attributes:
    title:                  NOAA GFDL GFDL-CM2p1, historical (run 5) experime...
    institute_id:           NOAA GFDL
    source:                 GFDL-CM2p1 2010 ocean: MOM4 (MOM4p1_x1_Z50_cCM2M,...
    contact:                gfdl.climate.model.info@noaa.gov
    project_id:             CMIP5
    table_id:               Table Amon (31 Jan 2011)
    experiment_id:          historical
    realization:            5
    modeling_realm:         atmos
    tracking_id:            eb7ba821-4fdb-4670-9bef-daab485a2c56
    Conventions:            CF-1.4
    references:             The GFDL Data Portal (http://nomads.gfdl.noaa.gov...
    comment:                GFDL experiment name = CM2.1RG_1861_2040_AllForc_...
    gfdl_experiment_name:   CM2.1RG_1861_2040_AllForc_rcp4.5
    creation_date:          2013-03-25T17:42:55Z
    model_id:               GFDL-CM2p1
    branch_time:            0.0
    experiment:             historical
    forcing:                GHG,SD,Oz,Sl,Vl,SS,BC,MD,OC (GHG includes CO2, CH...
    frequency:              mon
    initialization_method:  1
    parent_experiment_id:   N/A
    physics_version:        1
    product:                output1
    institution:            NOAA GFDL(201 Forrestal Rd, Princeton, NJ, 08540)
    history:                File was processed by fremetar (GFDL analog of CM...
    parent_experiment_rip:  N/A

xarray.Dataset

Dimensions:
- bnds: 2
- lat: 90
- lon: 144
- time: 1740

Coordinates: (4)

lat

(lat)

float64

-89.49 -87.98 ... 87.98 89.49

long_name :: latitude
units :: degrees_north
standard_name :: latitude
axis :: Y
bounds :: lat_bnds

array([-89.494382, -87.977528, -85.955056, -83.932584, -81.910112, -79.88764 ,
       -77.865169, -75.842697, -73.820225, -71.797753, -69.775281, -67.752809,
       -65.730337, -63.707865, -61.685393, -59.662921, -57.640449, -55.617978,
       -53.595506, -51.573034, -49.550562, -47.52809 , -45.505618, -43.483146,
       -41.460674, -39.438202, -37.41573 , -35.393258, -33.370787, -31.348315,
       -29.325843, -27.303371, -25.280899, -23.258427, -21.235955, -19.213483,
       -17.191011, -15.168539, -13.146067, -11.123596,  -9.101124,  -7.078652,
        -5.05618 ,  -3.033708,  -1.011236,   1.011236,   3.033708,   5.05618 ,
         7.078652,   9.101124,  11.123596,  13.146067,  15.168539,  17.191011,
        19.213483,  21.235955,  23.258427,  25.280899,  27.303371,  29.325843,
        31.348315,  33.370787,  35.393258,  37.41573 ,  39.438202,  41.460674,
        43.483146,  45.505618,  47.52809 ,  49.550562,  51.573034,  53.595506,
        55.617978,  57.640449,  59.662921,  61.685393,  63.707865,  65.730337,
        67.752809,  69.775281,  71.797753,  73.820225,  75.842697,  77.865169,
        79.88764 ,  81.910112,  83.932584,  85.955056,  87.977528,  89.494382])

lon

(lon)

float64

1.25 3.75 6.25 ... 356.2 358.8

long_name :: longitude
units :: degrees_east
standard_name :: longitude
axis :: X
bounds :: lon_bnds

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])

bnds
(bnds)
float64
1.0 2.0
long_name :
vertex number
cartesian_axis :
N
```
array([1., 2.])
```
time
(time)
float64
15.5 45.0 ... 5.292e+04 5.295e+04
long_name :
time
units :
days since 1861-01-01 00:00:00
cartesian_axis :
T
calendar_type :
julian
calendar :
julian
bounds :
time_bnds
standard_name :
time
axis :
T
```
array([1.55000e+01, 4.50000e+01, 7.45000e+01, ..., 5.28845e+04, 5.29150e+04,
       5.29455e+04])
```

Data variables: (7)

average_DT

(time)

float64

dask.array<chunksize=(60,), meta=np.ndarray>

long_name :: Length of average period
units :: days

	Array	Chunk
Bytes	13.92 kB	480 B
Shape	(1740,)	(60,)
Count	87 Tasks	29 Chunks
Type	float64	numpy.ndarray

average_T1

(time)

float64

dask.array<chunksize=(60,), meta=np.ndarray>

long_name :: Start time for average period
units :: days since 1861-01-01 00:00:00

	Array	Chunk
Bytes	13.92 kB	480 B
Shape	(1740,)	(60,)
Count	87 Tasks	29 Chunks
Type	float64	numpy.ndarray

average_T2

(time)

float64

dask.array<chunksize=(60,), meta=np.ndarray>

long_name :: End time for average period
units :: days since 1861-01-01 00:00:00

	Array	Chunk
Bytes	13.92 kB	480 B
Shape	(1740,)	(60,)
Count	87 Tasks	29 Chunks
Type	float64	numpy.ndarray

(time, lat, lon)

float32

dask.array<chunksize=(60, 90, 144), meta=np.ndarray>

long_name :: Surface Temperature
units :: K
valid_range :: [100. 400.]
cell_methods :: time: mean
standard_name :: surface_temperature
original_units :: deg_k
original_name :: t_surf
cell_measures :: area: areacella
associated_files :: baseURL: http://cmip-pcmdi.llnl.gov/CMIP5/dataLocation areacella: areacella_fx_GFDL-CM2p1_historical_r0i0p0.nc

	Array	Chunk
Bytes	90.20 MB	3.11 MB
Shape	(1740, 90, 144)	(60, 90, 144)
Count	87 Tasks	29 Chunks
Type	float32	numpy.ndarray

time_bnds

(time, bnds)

float64

dask.array<chunksize=(60, 2), meta=np.ndarray>

long_name :: time axis boundaries
units :: days since 1861-01-01 00:00:00

	Array	Chunk
Bytes	27.84 kB	960 B
Shape	(1740, 2)	(60, 2)
Count	87 Tasks	29 Chunks
Type	float64	numpy.ndarray

lat_bnds

(time, lat, bnds)

float64

dask.array<chunksize=(60, 90, 2), meta=np.ndarray>

	Array	Chunk
Bytes	2.51 MB	86.40 kB
Shape	(1740, 90, 2)	(60, 90, 2)
Count	116 Tasks	29 Chunks
Type	float64	numpy.ndarray

lon_bnds

(time, lon, bnds)

float64

dask.array<chunksize=(60, 144, 2), meta=np.ndarray>

	Array	Chunk
Bytes	4.01 MB	138.24 kB
Shape	(1740, 144, 2)	(60, 144, 2)
Count	116 Tasks	29 Chunks
Type	float64	numpy.ndarray

Attributes: (27)
title :
NOAA GFDL GFDL-CM2p1, historical (run 5) experiment output for CMIP5 AR5
institute_id :
NOAA GFDL
source :
GFDL-CM2p1 2010 ocean: MOM4 (MOM4p1_x1_Z50_cCM2M,Tripolar360x200L50); atmosphere: AM2 (AM2p14,M45L24); sea ice: SIS (SISp2,Tripolar360x200L50); land: LM2 (LM2,M45)
contact :
gfdl.climate.model.info@noaa.gov
project_id :
CMIP5
table_id :
Table Amon (31 Jan 2011)
experiment_id :
historical
realization :
5
modeling_realm :
atmos
tracking_id :
eb7ba821-4fdb-4670-9bef-daab485a2c56
Conventions :
CF-1.4
references :
The GFDL Data Portal (http://nomads.gfdl.noaa.gov/) provides access to NOAA/GFDL's publicly available model input and output data sets. From this web site one can view and download data sets and documentation, including those related to the GFDL coupled models experiments run for the IPCC's 5th Assessment Report and the US CCSP.
comment :
GFDL experiment name = CM2.1RG_1861_2040_AllForc_rcp4.5 PCMDI experiment name = CM2.1RG_1861_2040_AllForc_rcp4.5. Historical CM2.1 M45L24 run initialized from 600 year control. Model forced with ?????? until year 2006. rcp45 scenario forcing therafter to year 2040
gfdl_experiment_name :
CM2.1RG_1861_2040_AllForc_rcp4.5
creation_date :
2013-03-25T17:42:55Z
model_id :
GFDL-CM2p1
branch_time :
0.0
experiment :
historical
forcing :
GHG,SD,Oz,Sl,Vl,SS,BC,MD,OC (GHG includes CO2, CH4, N2O)
frequency :
mon
initialization_method :
1
parent_experiment_id :
N/A
physics_version :
1
product :
output1
institution :
NOAA GFDL(201 Forrestal Rd, Princeton, NJ, 08540)
history :
File was processed by fremetar (GFDL analog of CMOR). TripleID: [exper_id_fm90KXy28z,realiz_id_MmUcIJfb1r,run_id_elG9yBUiAS]
parent_experiment_rip :
N/A