NorESM1-M model output prepared for CMIP5 pre-industrial control

Load in Python

from intake import open_catalog

cat = open_catalog("https://raw.githubusercontent.com/kpegion/COLA-DATASETS-CATALOG/gh-pages/intake-catalogs/mrsos_Lmon_NorESM1-M_piControl_r1i1p1.yaml")
ds=cat.netcdf.read()

Metadata

title	NorESM1-M model output prepared for CMIP5 pre-industrial control
location	/shared/cmip5/data/piControl/land/mon/Lmon/mrsos/NCC.NorESM1-M/r1i1p1
tags	gridded,global,model,monthly
catalog_dir	https://raw.githubusercontent.com/kpegion/COLA-DATASETS-CATALOG/gh-pages/intake-catalogs/mrsos_Lmon_NorESM1-M_piControl_r1i1p1.yaml
last updated	2013-05-26

Dataset Contents

<xarray.Dataset>
Dimensions:     (bnds: 2, lat: 96, lon: 144, time: 6012)
Coordinates:
  * time        (time) float64 2.552e+05 2.552e+05 ... 4.38e+05 4.38e+05
  * lat         (lat) float64 -90.0 -88.11 -86.21 -84.32 ... 86.21 88.11 90.0
  * lon         (lon) float64 0.0 2.5 5.0 7.5 10.0 ... 350.0 352.5 355.0 357.5
    depth       float64 0.05
Dimensions without coordinates: bnds
Data variables:
    time_bnds   (time, bnds) float64 dask.array<chunksize=(5412, 2), meta=np.ndarray>
    lat_bnds    (time, lat, bnds) float64 dask.array<chunksize=(5412, 96, 2), meta=np.ndarray>
    lon_bnds    (time, lon, bnds) float64 dask.array<chunksize=(5412, 144, 2), meta=np.ndarray>
    depth_bnds  (time, bnds) float64 dask.array<chunksize=(5412, 2), meta=np.ndarray>
    mrsos       (time, lat, lon) float32 dask.array<chunksize=(5412, 96, 144), meta=np.ndarray>
Attributes:
    institution:            Norwegian Climate Centre
    institute_id:           NCC
    experiment_id:          piControl
    source:                 NorESM1-M 2011  atmosphere: CAM-Oslo (CAM4-Oslo-n...
    model_id:               NorESM1-M
    forcing:                N/A
    parent_experiment_id:   N/A
    parent_experiment_rip:  N/A
    branch_time:            0.0
    contact:                Please send any requests or bug reports to noresm...
    initialization_method:  1
    physics_version:        1
    tracking_id:            42f20b15-5f38-4b02-8f9a-e360113b5e37
    product:                output
    experiment:             pre-industrial control
    frequency:              mon
    creation_date:          2011-06-27T16:45:17Z
    history:                2011-06-27T16:45:17Z CMOR rewrote data to comply ...
    Conventions:            CF-1.4
    project_id:             CMIP5
    table_id:               Table Lmon (27 April 2011) c4244dce0826a43bb0b259...
    title:                  NorESM1-M model output prepared for CMIP5 pre-ind...
    parent_experiment:      N/A
    modeling_realm:         land
    realization:            1
    cmor_version:           2.7.1

xarray.Dataset

Dimensions:
- bnds: 2
- lat: 96
- lon: 144
- time: 6012

Coordinates: (4)

time
(time)
float64
2.552e+05 2.552e+05 ... 4.38e+05
bounds :
time_bnds
units :
days since 0001-01-01 00:00:00
calendar :
noleap
axis :
T
long_name :
time
standard_name :
time
```
array([255150.5, 255180. , 255209.5, ..., 437923.5, 437954. , 437984.5])
```

lat

(lat)

float64

-90.0 -88.11 -86.21 ... 88.11 90.0

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

array([-90.      , -88.105263, -86.210526, -84.315788, -82.421051, -80.526314,
       -78.631577, -76.736839, -74.842102, -72.947365, -71.052635, -69.157898,
       -67.263161, -65.368423, -63.473682, -61.578949, -59.684212, -57.789474,
       -55.894737, -54.      , -52.105263, -50.210526, -48.315788, -46.421051,
       -44.526318, -42.63158 , -40.736843, -38.842106, -36.947369, -35.052631,
       -33.157894, -31.263159, -29.368422, -27.473684, -25.578947, -23.68421 ,
       -21.789474, -19.894737, -18.      , -16.105263, -14.210526, -12.315789,
       -10.421053,  -8.526316,  -6.631579,  -4.736842,  -2.842105,  -0.947368,
         0.947368,   2.842105,   4.736842,   6.631579,   8.526316,  10.421053,
        12.315789,  14.210526,  16.105263,  18.      ,  19.894737,  21.789474,
        23.68421 ,  25.578947,  27.473684,  29.368422,  31.263159,  33.157894,
        35.052631,  36.947369,  38.842106,  40.736843,  42.63158 ,  44.526318,
        46.421051,  48.315788,  50.210526,  52.105263,  54.      ,  55.894737,
        57.789474,  59.684212,  61.578949,  63.473682,  65.368423,  67.263161,
        69.157898,  71.052635,  72.947365,  74.842102,  76.736839,  78.631577,
        80.526314,  82.421051,  84.315788,  86.210526,  88.105263,  90.      ])

lon

(lon)

float64

0.0 2.5 5.0 ... 352.5 355.0 357.5

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

array([  0. ,   2.5,   5. ,   7.5,  10. ,  12.5,  15. ,  17.5,  20. ,  22.5,
        25. ,  27.5,  30. ,  32.5,  35. ,  37.5,  40. ,  42.5,  45. ,  47.5,
        50. ,  52.5,  55. ,  57.5,  60. ,  62.5,  65. ,  67.5,  70. ,  72.5,
        75. ,  77.5,  80. ,  82.5,  85. ,  87.5,  90. ,  92.5,  95. ,  97.5,
       100. , 102.5, 105. , 107.5, 110. , 112.5, 115. , 117.5, 120. , 122.5,
       125. , 127.5, 130. , 132.5, 135. , 137.5, 140. , 142.5, 145. , 147.5,
       150. , 152.5, 155. , 157.5, 160. , 162.5, 165. , 167.5, 170. , 172.5,
       175. , 177.5, 180. , 182.5, 185. , 187.5, 190. , 192.5, 195. , 197.5,
       200. , 202.5, 205. , 207.5, 210. , 212.5, 215. , 217.5, 220. , 222.5,
       225. , 227.5, 230. , 232.5, 235. , 237.5, 240. , 242.5, 245. , 247.5,
       250. , 252.5, 255. , 257.5, 260. , 262.5, 265. , 267.5, 270. , 272.5,
       275. , 277.5, 280. , 282.5, 285. , 287.5, 290. , 292.5, 295. , 297.5,
       300. , 302.5, 305. , 307.5, 310. , 312.5, 315. , 317.5, 320. , 322.5,
       325. , 327.5, 330. , 332.5, 335. , 337.5, 340. , 342.5, 345. , 347.5,
       350. , 352.5, 355. , 357.5])

depth
()
float64
0.05
units :
m
axis :
Z
positive :
down
long_name :
depth
standard_name :
depth
bounds :
depth_bnds
```
array(0.05)
```

Data variables: (5)

time_bnds

(time, bnds)

float64

dask.array<chunksize=(5412, 2), meta=np.ndarray>

	Array	Chunk
Bytes	96.19 kB	86.59 kB
Shape	(6012, 2)	(5412, 2)
Count	6 Tasks	2 Chunks
Type	float64	numpy.ndarray

lat_bnds

(time, lat, bnds)

float64

dask.array<chunksize=(5412, 96, 2), meta=np.ndarray>

	Array	Chunk
Bytes	9.23 MB	8.31 MB
Shape	(6012, 96, 2)	(5412, 96, 2)
Count	8 Tasks	2 Chunks
Type	float64	numpy.ndarray

lon_bnds

(time, lon, bnds)

float64

dask.array<chunksize=(5412, 144, 2), meta=np.ndarray>

	Array	Chunk
Bytes	13.85 MB	12.47 MB
Shape	(6012, 144, 2)	(5412, 144, 2)
Count	8 Tasks	2 Chunks
Type	float64	numpy.ndarray

depth_bnds

(time, bnds)

float64

dask.array<chunksize=(5412, 2), meta=np.ndarray>

	Array	Chunk
Bytes	96.19 kB	86.59 kB
Shape	(6012, 2)	(5412, 2)
Count	8 Tasks	2 Chunks
Type	float64	numpy.ndarray

mrsos

(time, lat, lon)

float32

dask.array<chunksize=(5412, 96, 144), meta=np.ndarray>

standard_name :: moisture_content_of_soil_layer
long_name :: Moisture in Upper Portion of Soil Column
comment :: the mass of water in all phases in a thin surface soil layer.
units :: kg m-2
original_name :: SOILWATER_10CM
original_units :: kg/m2
history :: 2011-06-27T16:45:16Z altered by CMOR: Converted units from 'kg/m2' to 'kg m-2'. 2011-06-27T16:45:16Z altered by CMOR: Treated scalar dimension: 'depth'. 2011-06-27T16:45:16Z altered by CMOR: replaced missing value flag (1e+20) with standard missing value (1e+20). 2011-06-27T16:45:17Z altered by CMOR: Converted type from 'd' to 'f'.
cell_methods :: time: mean area: mean where land
cell_measures :: area: areacella
associated_files :: baseURL: http://cmip-pcmdi.llnl.gov/CMIP5/dataLocation gridspecFile: gridspec_land_fx_NorESM1-M_piControl_r0i0p0.nc areacella: areacella_fx_NorESM1-M_piControl_r0i0p0.nc

	Array	Chunk
Bytes	332.44 MB	299.26 MB
Shape	(6012, 96, 144)	(5412, 96, 144)
Count	6 Tasks	2 Chunks
Type	float32	numpy.ndarray

Attributes: (26)
institution :
Norwegian Climate Centre
institute_id :
NCC
experiment_id :
piControl
source :
NorESM1-M 2011 atmosphere: CAM-Oslo (CAM4-Oslo-noresm-ver1_cmip5-r112, f19L26); ocean: MICOM (MICOM-noresm-ver1_cmip5-r112, gx1v6L53); sea ice: CICE (CICE4-noresm-ver1_cmip5-r112); land: CLM (CLM4-noresm-ver1_cmip5-r112)
model_id :
NorESM1-M
forcing :
N/A
parent_experiment_id :
N/A
parent_experiment_rip :
N/A
branch_time :
0.0
contact :
Please send any requests or bug reports to noresm-ncc@met.no.
initialization_method :
1
physics_version :
1
tracking_id :
42f20b15-5f38-4b02-8f9a-e360113b5e37
product :
output
experiment :
pre-industrial control
frequency :
mon
creation_date :
2011-06-27T16:45:17Z
history :
2011-06-27T16:45:17Z CMOR rewrote data to comply with CF standards and CMIP5 requirements.
Conventions :
CF-1.4
project_id :
CMIP5
table_id :
Table Lmon (27 April 2011) c4244dce0826a43bb0b259f293e2f742
title :
NorESM1-M model output prepared for CMIP5 pre-industrial control
parent_experiment :
N/A
modeling_realm :
land
realization :
1
cmor_version :
2.7.1