NOAA GFDL GFDL-CM3, RCP4.5 (run 1) 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/tas_Amon_GFDL-CM3_rcp45_r1i1p1.yaml")
ds=cat.netcdf.read()

Metadata

title	NOAA GFDL GFDL-CM3, RCP4.5 (run 1) experiment output for CMIP5 AR5
location	/shared/cmip5/data/rcp45/atmos/mon/Amon/tas/NOAA-GFDL.GFDL-CM3/r1i1p1
tags	gridded,global,model,monthly
catalog_dir	https://raw.githubusercontent.com/kpegion/COLA-DATASETS-CATALOG/gh-pages/intake-catalogs/tas_Amon_GFDL-CM3_rcp45_r1i1p1.yaml
last updated	2013-06-14

Dataset Contents

<xarray.Dataset>
Dimensions:     (bnds: 2, lat: 90, lon: 144, time: 1140)
Coordinates:
  * time        (time) float64 15.5 45.0 74.5 ... 3.46e+04 3.463e+04 3.466e+04
  * 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
    height      float64 2.0
Dimensions without coordinates: bnds
Data variables:
    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>
    tas         (time, lat, lon) float32 dask.array<chunksize=(60, 90, 144), 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>
    average_DT  (time) float64 dask.array<chunksize=(60,), meta=np.ndarray>
Attributes:
    title:                  NOAA GFDL GFDL-CM3, RCP4.5 (run 1) experiment out...
    institute_id:           NOAA GFDL
    source:                 GFDL-CM3 2010 atmosphere: AM3 (AM3p9,C48L48); sea...
    contact:                gfdl.climate.model.info@noaa.gov
    project_id:             CMIP5
    table_id:               Table Amon (31 Jan 2011)
    experiment_id:          rcp45
    realization:            1
    modeling_realm:         atmos
    tracking_id:            6f8ecf73-cddd-4067-a081-ea9e1b6c2d24
    Conventions:            CF-1.4
    references:             The GFDL Data Portal (http://nomads.gfdl.noaa.gov...
    comment:                GFDL experiment name: CM3Z_H1_2006-2300_RCP45_X1\...
    gfdl_experiment_name:   CM3Z_H1_2006-2300_RCP45_X1
    creation_date:          2012-01-12T20:30:34Z
    model_id:               GFDL-CM3
    branch_time:            53290
    experiment:             RCP4.5
    forcing:                GHG,SA,Oz,LU,Sl,SS,BC,MD,OC (GHG includes CO2, CH...
    frequency:              mon
    initialization_method:  1
    parent_experiment_id:   historical
    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:  r1i1p1

xarray.Dataset

Dimensions:
- bnds: 2
- lat: 90
- lon: 144
- time: 1140

Coordinates: (4)

time
(time)
float64
15.5 45.0 ... 3.463e+04 3.466e+04
long_name :
time
units :
days since 2006-01-01 00:00:00
cartesian_axis :
T
calendar_type :
noleap
calendar :
noleap
bounds :
time_bnds
standard_name :
time
axis :
T
```
array([1.55000e+01, 4.50000e+01, 7.45000e+01, ..., 3.45985e+04, 3.46290e+04,
       3.46595e+04])
```

lat

(lat)

float64

-89.0 -87.0 -85.0 ... 87.0 89.0

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

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)

float64

1.25 3.75 6.25 ... 356.2 358.8

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

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])

height
()
float64
2.0
units :
m
positive :
up
long_name :
height
standard_name :
height
axis :
Z
```
array(2.)
```

Data variables: (7)

time_bnds

(time, bnds)

float64

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

long_name :: time axis boundaries
units :: days since 2006-01-01 00:00:00

	Array	Chunk
Bytes	18.24 kB	960 B
Shape	(1140, 2)	(60, 2)
Count	57 Tasks	19 Chunks
Type	float64	numpy.ndarray

lat_bnds

(time, lat, bnds)

float64

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

	Array	Chunk
Bytes	1.64 MB	86.40 kB
Shape	(1140, 90, 2)	(60, 90, 2)
Count	76 Tasks	19 Chunks
Type	float64	numpy.ndarray

lon_bnds

(time, lon, bnds)

float64

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

	Array	Chunk
Bytes	2.63 MB	138.24 kB
Shape	(1140, 144, 2)	(60, 144, 2)
Count	76 Tasks	19 Chunks
Type	float64	numpy.ndarray

tas

(time, lat, lon)

float32

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

long_name :: Near-Surface Air Temperature
units :: K
valid_range :: [100. 400.]
cell_methods :: time: mean
interp_method :: conserve_order2
standard_name :: air_temperature
original_units :: deg_k
original_name :: t_ref
cell_measures :: area: areacella
associated_files :: baseURL: http://cmip-pcmdi.llnl.gov/CMIP5/dataLocation areacella: areacella_fx_GFDL-CM3_rcp45_r0i0p0.nc

	Array	Chunk
Bytes	59.10 MB	3.11 MB
Shape	(1140, 90, 144)	(60, 90, 144)
Count	57 Tasks	19 Chunks
Type	float32	numpy.ndarray

average_T1

(time)

float64

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

long_name :: Start time for average period
units :: days since 2006-01-01 00:00:00

	Array	Chunk
Bytes	9.12 kB	480 B
Shape	(1140,)	(60,)
Count	57 Tasks	19 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 2006-01-01 00:00:00

	Array	Chunk
Bytes	9.12 kB	480 B
Shape	(1140,)	(60,)
Count	57 Tasks	19 Chunks
Type	float64	numpy.ndarray

average_DT

(time)

float64

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

long_name :: Length of average period
units :: days

	Array	Chunk
Bytes	9.12 kB	480 B
Shape	(1140,)	(60,)
Count	57 Tasks	19 Chunks
Type	float64	numpy.ndarray

Attributes: (27)
title :
NOAA GFDL GFDL-CM3, RCP4.5 (run 1) experiment output for CMIP5 AR5
institute_id :
NOAA GFDL
source :
GFDL-CM3 2010 atmosphere: AM3 (AM3p9,C48L48); sea ice: SIS (SISp2,Tripolar360x200); land: LM3 (LM3p7_cCM3,C48); ocean: MOM4 (MOM4p1_x1_Z50_cCM3,Tripolar360x200L50)
contact :
gfdl.climate.model.info@noaa.gov
project_id :
CMIP5
table_id :
Table Amon (31 Jan 2011)
experiment_id :
rcp45
realization :
1
modeling_realm :
atmos
tracking_id :
6f8ecf73-cddd-4067-a081-ea9e1b6c2d24
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: CM3Z_H1_2006-2300_RCP45_X1 GFDL parent experiment name: CM3Z_D1_1860-2005_AllForc_H1 CMIP5 experiment ID: rcp45 Initial conditions from this experiment(CMIP5 expt 4.1 ) were taken from 01Jan2006 of the historical model experiment CM3Z_D1_1860-2005_AllForc_H1. Uses time-varying forcings from 1/1/2006 through 2300, including: 1) volcanic aerosols turned off 2) RCP land use data file 3) using updated RCP emission files (v1_21_12_2009) 4) solar flux dataset extends through 2300 This model includes direct and indirect aerosol effects.
gfdl_experiment_name :
CM3Z_H1_2006-2300_RCP45_X1
creation_date :
2012-01-12T20:30:34Z
model_id :
GFDL-CM3
branch_time :
53290
experiment :
RCP4.5
forcing :
GHG,SA,Oz,LU,Sl,SS,BC,MD,OC (GHG includes CO2, CH4, N2O, CFC11, CFC12, HCFC22, CFC113)
frequency :
mon
initialization_method :
1
parent_experiment_id :
historical
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_5GjzEYkqOW,realiz_id_JDbdw5mxpa,run_id_0ixYmydRYr]
parent_experiment_rip :
r1i1p1