NOAA GFDL GFDL-CM2p1, RCP4.5 (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/pr_Amon_GFDL-CM2p1_rcp45_r5i1p1.yaml")
ds=cat.netcdf.read()

Metadata

title	NOAA GFDL GFDL-CM2p1, RCP4.5 (run 5) experiment output for CMIP5 AR5
location	/shared/cmip5/data/rcp45/atmos/mon/Amon/pr/NOAA-GFDL.GFDL-CM2p1/r5i1p1
tags	gridded,global,model,monthly
catalog_dir	https://raw.githubusercontent.com/kpegion/COLA-DATASETS-CATALOG/gh-pages/intake-catalogs/pr_Amon_GFDL-CM2p1_rcp45_r5i1p1.yaml
last updated	2013-08-27

Dataset Contents

<xarray.Dataset>
Dimensions:     (bnds: 2, lat: 90, lon: 144, time: 420)
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 5.298e+04 5.301e+04 ... 6.57e+04 6.573e+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>
    pr          (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, RCP4.5 (run 5) experiment o...
    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:          rcp45
    realization:            5
    modeling_realm:         atmos
    tracking_id:            1d9b38e9-1854-4921-92ad-c1f09cb18190
    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_ext
    creation_date:          2013-03-14T21:14:08Z
    model_id:               GFDL-CM2p1
    branch_time:            0.0
    experiment:             RCP4.5
    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: 420

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
5.298e+04 5.301e+04 ... 6.573e+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([52976.5, 53006. , 53035.5, ..., 65668.5, 65699. , 65729.5])
```

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	3.36 kB	480 B
Shape	(420,)	(60,)
Count	21 Tasks	7 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	3.36 kB	480 B
Shape	(420,)	(60,)
Count	21 Tasks	7 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	3.36 kB	480 B
Shape	(420,)	(60,)
Count	21 Tasks	7 Chunks
Type	float64	numpy.ndarray

(time, lat, lon)

float32

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

long_name :: Precipitation
units :: kg m-2 s-1
cell_methods :: time: mean
interp_method :: conserve_order1
standard_name :: precipitation_flux
original_units :: kg/m2/s
original_name :: precip
cell_measures :: area: areacella
associated_files :: baseURL: http://cmip-pcmdi.llnl.gov/CMIP5/dataLocation areacella: areacella_fx_GFDL-CM2p1_rcp45_r0i0p0.nc

	Array	Chunk
Bytes	21.77 MB	3.11 MB
Shape	(420, 90, 144)	(60, 90, 144)
Count	21 Tasks	7 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	6.72 kB	960 B
Shape	(420, 2)	(60, 2)
Count	21 Tasks	7 Chunks
Type	float64	numpy.ndarray

lat_bnds

(time, lat, bnds)

float64

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

	Array	Chunk
Bytes	604.80 kB	86.40 kB
Shape	(420, 90, 2)	(60, 90, 2)
Count	28 Tasks	7 Chunks
Type	float64	numpy.ndarray

lon_bnds

(time, lon, bnds)

float64

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

	Array	Chunk
Bytes	967.68 kB	138.24 kB
Shape	(420, 144, 2)	(60, 144, 2)
Count	28 Tasks	7 Chunks
Type	float64	numpy.ndarray

Attributes: (27)
title :
NOAA GFDL GFDL-CM2p1, RCP4.5 (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 :
rcp45
realization :
5
modeling_realm :
atmos
tracking_id :
1d9b38e9-1854-4921-92ad-c1f09cb18190
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_ext PCMDI experiment name = CM2.1RG_1861_2040_AllForc_rcp4.5_ext. 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_ext
creation_date :
2013-03-14T21:14:08Z
model_id :
GFDL-CM2p1
branch_time :
0.0
experiment :
RCP4.5
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_1q9YRVdEU9,realiz_id_vBj3bnNp4k,run_id_4CSguAq8rp]
parent_experiment_rip :
N/A