Regrid from a CESM grid to a lat/lon grid#
x4c supports the following regridding:
atmosphere: ne16np4, ne16pg3, ne30np4, ne30pg3, ne120np4, ne120pg4 TO 1x1d / 2x2d, using area-weighted method.
ocean: any grid similar to g16 TO 1x1d / 2x2d, using bilinear method by default.
For any other regridding, weight_file must be provided by the user.
[1]:
%load_ext autoreload
%autoreload 2
import os
os.chdir('/glade/u/home/fengzhu/Github/x4c/docsrc/notebooks')
import x4c
print(x4c.__version__)
2024.8.24
ATM#
For a supported regridding, a wight file will be downloaded for the 1st time.
[2]:
dirpath = '/glade/campaign/univ/ubrn0018/fengzhu/CESM_output/timeseries/b.e13.B1850C5.ne16_g16.icesm131_d18O_fixer.Miocene.3xCO2.005/atm/proc/tseries/month_1'
fname = 'b.e13.B1850C5.ne16_g16.icesm131_d18O_fixer.Miocene.3xCO2.005.cam.h0.TS.695101-700012.nc'
ds = x4c.load_dataset(os.path.join(dirpath, fname), comp='atm', grid='ne16np4', adjust_month=True)
ds
[2]:
<xarray.Dataset> Size: 34MB
Dimensions: (lev: 30, ilev: 31, ncol: 13826, time: 600, nbnd: 2)
Coordinates:
* lev (lev) float64 240B 3.643 7.595 14.36 ... 957.5 976.3 992.6
* ilev (ilev) float64 248B 2.255 5.032 10.16 ... 967.5 985.1 1e+03
* time (time) object 5kB 6951-01-31 00:00:00 ... 7000-12-31 00:00:00
Dimensions without coordinates: ncol, nbnd
Data variables: (12/32)
hyam (lev) float64 240B 0.003643 0.007595 0.01436 ... 0.001989 0.0
hybm (lev) float64 240B 0.0 0.0 0.0 0.0 ... 0.9512 0.9743 0.9926
P0 float64 8B 1e+05
hyai (ilev) float64 248B 0.002255 0.005032 0.01016 ... 0.0 0.0
hybi (ilev) float64 248B 0.0 0.0 0.0 0.0 ... 0.9636 0.9851 1.0
lat (ncol) float64 111kB -35.26 -35.98 -37.07 ... 37.91 36.74
... ...
f11vmr (time) float64 5kB 0.0 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0 0.0
f12vmr (time) float64 5kB 0.0 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0 0.0
sol_tsi (time) float64 5kB -1.0 -1.0 -1.0 -1.0 ... -1.0 -1.0 -1.0 -1.0
nsteph (time) int32 2kB 121765488 121766832 ... 122638512 122640000
TS (time, ncol) float32 33MB 303.3 302.6 301.7 ... 293.7 294.3
gw (ncol) float64 111kB 0.0001546 0.000515 ... 0.00129 0.001289
Attributes: (12/15)
np: 4
ne: 16
Conventions: CF-1.0
source: CAM
case: b.e13.B1850C5.ne16_g16.icesm131_d18O_fixer.Miocene.3xCO...
title: UNSET
... ...
revision_Id: $Id$
initial_file: /glade/work/fengzhu/Projects/Miocene-on-Derecho/04.atm-...
topography_file: /glade/work/fengzhu/Projects/Miocene-on-Derecho/04.atm-...
path: /glade/campaign/univ/ubrn0018/fengzhu/CESM_output/times...
comp: atm
grid: ne16np4xarray.Dataset
- lev: 30
- ilev: 31
- ncol: 13826
- time: 600
- nbnd: 2
- lev(lev)float643.643 7.595 14.36 ... 976.3 992.6
- long_name :
- hybrid level at midpoints (1000*(A+B))
- units :
- hPa
- positive :
- down
- standard_name :
- atmosphere_hybrid_sigma_pressure_coordinate
- formula_terms :
- a: hyam b: hybm p0: P0 ps: PS
array([ 3.643466, 7.59482 , 14.356632, 24.61222 , 38.2683 , 54.59548 , 72.012451, 87.82123 , 103.317127, 121.547241, 142.994039, 168.22508 , 197.908087, 232.828619, 273.910817, 322.241902, 379.100904, 445.992574, 524.687175, 609.778695, 691.38943 , 763.404481, 820.858369, 859.534767, 887.020249, 912.644547, 936.198398, 957.48548 , 976.325407, 992.556095]) - ilev(ilev)float642.255 5.032 10.16 ... 985.1 1e+03
- long_name :
- hybrid level at interfaces (1000*(A+B))
- units :
- hPa
- positive :
- down
- standard_name :
- atmosphere_hybrid_sigma_pressure_coordinate
- formula_terms :
- a: hyai b: hybi p0: P0 ps: PS
array([ 2.25524 , 5.031692, 10.157947, 18.555317, 30.669123, 45.867477, 63.323483, 80.701418, 94.941042, 111.693211, 131.401271, 154.586807, 181.863353, 213.952821, 251.704417, 296.117216, 348.366588, 409.835219, 482.149929, 567.224421, 652.332969, 730.445892, 796.363071, 845.353667, 873.715866, 900.324631, 924.964462, 947.432335, 967.538625, 985.11219 , 1000. ]) - time(time)object6951-01-31 00:00:00 ... 7000-12-...
array([cftime.DatetimeNoLeap(6951, 1, 31, 0, 0, 0, 0, has_year_zero=True), cftime.DatetimeNoLeap(6951, 2, 28, 0, 0, 0, 0, has_year_zero=True), cftime.DatetimeNoLeap(6951, 3, 31, 0, 0, 0, 0, has_year_zero=True), ..., cftime.DatetimeNoLeap(7000, 10, 31, 0, 0, 0, 0, has_year_zero=True), cftime.DatetimeNoLeap(7000, 11, 30, 0, 0, 0, 0, has_year_zero=True), cftime.DatetimeNoLeap(7000, 12, 31, 0, 0, 0, 0, has_year_zero=True)], dtype=object)
- hyam(lev)float640.003643 0.007595 ... 0.001989 0.0
- long_name :
- hybrid A coefficient at layer midpoints
array([0.00364347, 0.00759482, 0.01435663, 0.02461222, 0.0382683 , 0.05459548, 0.07201245, 0.08782123, 0.10331713, 0.12154724, 0.14299404, 0.16822508, 0.17823067, 0.17032433, 0.16102291, 0.15008029, 0.13720686, 0.12206194, 0.10424471, 0.08497915, 0.0665017 , 0.05019679, 0.03718866, 0.02843195, 0.02220898, 0.01640738, 0.01107456, 0.00625495, 0.00198941, 0. ]) - hybm(lev)float640.0 0.0 0.0 ... 0.9743 0.9926
- long_name :
- hybrid B coefficient at layer midpoints
array([0. , 0. , 0. , 0. , 0. , 0. , 0. , 0. , 0. , 0. , 0. , 0. , 0.01967741, 0.06250429, 0.11288791, 0.17216162, 0.24189404, 0.32393064, 0.42044246, 0.52479954, 0.62488773, 0.71320769, 0.78366971, 0.83110282, 0.86481127, 0.89623716, 0.92512384, 0.95123053, 0.974336 , 0.9925561 ]) - P0()float641e+05
- long_name :
- reference pressure
- units :
- Pa
array(100000.)
- hyai(ilev)float640.002255 0.005032 ... 0.0 0.0
- long_name :
- hybrid A coefficient at layer interfaces
array([0.00225524, 0.00503169, 0.01015795, 0.01855532, 0.03066912, 0.04586748, 0.06332348, 0.08070142, 0.09494104, 0.11169321, 0.13140127, 0.15458681, 0.18186335, 0.17459799, 0.16605066, 0.15599516, 0.14416541, 0.13024831, 0.11387557, 0.09461386, 0.07534445, 0.05765894, 0.04273464, 0.03164268, 0.02522122, 0.01919674, 0.01361803, 0.00853109, 0.00397882, 0. , 0. ]) - hybi(ilev)float640.0 0.0 0.0 ... 0.9636 0.9851 1.0
- long_name :
- hybrid B coefficient at layer interfaces
array([0. , 0. , 0. , 0. , 0. , 0. , 0. , 0. , 0. , 0. , 0. , 0. , 0. , 0.03935483, 0.08565376, 0.14012206, 0.20420118, 0.27958691, 0.36827436, 0.47261056, 0.57698852, 0.67278695, 0.75362843, 0.81371099, 0.84849465, 0.88112789, 0.91134644, 0.93890125, 0.96355981, 0.98511219, 1. ]) - lat(ncol)float64-35.26 -35.98 ... 37.91 36.74
- long_name :
- latitude
- units :
- degrees_north
array([-35.26438968, -35.98082588, -37.07155175, ..., 37.90897632, 37.90897632, 36.74360278]) - area(ncol)float640.0001546 0.000515 ... 0.001289
array([0.00015457, 0.00051501, 0.00051372, ..., 0.00128989, 0.00128989, 0.00128935]) - lon(ncol)float64315.0 316.6 319.1 ... 137.5 135.0
- long_name :
- longitude
- units :
- degrees_east
array([315. , 316.55471176, 319.07028824, ..., 132.47470023, 137.52529977, 135. ]) - ntrm()int321
- long_name :
- spectral truncation parameter M
array(1, dtype=int32)
- ntrn()int321
- long_name :
- spectral truncation parameter N
array(1, dtype=int32)
- ntrk()int321
- long_name :
- spectral truncation parameter K
array(1, dtype=int32)
- ndbase()int320
- long_name :
- base day
array(0, dtype=int32)
- nsbase()int320
- long_name :
- seconds of base day
array(0, dtype=int32)
- nbdate()int3210101
- long_name :
- base date (YYYYMMDD)
array(10101, dtype=int32)
- nbsec()int320
- long_name :
- seconds of base date
array(0, dtype=int32)
- mdt()int321800
- long_name :
- timestep
- units :
- s
array(1800, dtype=int32)
- date(time)int3269510201 69510301 ... 70010101
- long_name :
- current date (YYYYMMDD)
array([69510201, 69510301, 69510401, 69510501, 69510601, 69510701, 69510801, 69510901, 69511001, 69511101, 69511201, 69520101, 69520201, 69520301, 69520401, 69520501, 69520601, 69520701, 69520801, 69520901, 69521001, 69521101, 69521201, 69530101, 69530201, 69530301, 69530401, 69530501, 69530601, 69530701, 69530801, 69530901, 69531001, 69531101, 69531201, 69540101, 69540201, 69540301, 69540401, 69540501, 69540601, 69540701, 69540801, 69540901, 69541001, 69541101, 69541201, 69550101, 69550201, 69550301, 69550401, 69550501, 69550601, 69550701, 69550801, 69550901, 69551001, 69551101, 69551201, 69560101, 69560201, 69560301, 69560401, 69560501, 69560601, 69560701, 69560801, 69560901, 69561001, 69561101, 69561201, 69570101, 69570201, 69570301, 69570401, 69570501, 69570601, 69570701, 69570801, 69570901, 69571001, 69571101, 69571201, 69580101, 69580201, 69580301, 69580401, 69580501, 69580601, 69580701, 69580801, 69580901, 69581001, 69581101, 69581201, 69590101, 69590201, 69590301, 69590401, 69590501, 69590601, 69590701, 69590801, 69590901, 69591001, 69591101, 69591201, 69600101, 69600201, 69600301, 69600401, 69600501, 69600601, 69600701, 69600801, 69600901, 69601001, 69601101, 69601201, 69610101, ... 69910801, 69910901, 69911001, 69911101, 69911201, 69920101, 69920201, 69920301, 69920401, 69920501, 69920601, 69920701, 69920801, 69920901, 69921001, 69921101, 69921201, 69930101, 69930201, 69930301, 69930401, 69930501, 69930601, 69930701, 69930801, 69930901, 69931001, 69931101, 69931201, 69940101, 69940201, 69940301, 69940401, 69940501, 69940601, 69940701, 69940801, 69940901, 69941001, 69941101, 69941201, 69950101, 69950201, 69950301, 69950401, 69950501, 69950601, 69950701, 69950801, 69950901, 69951001, 69951101, 69951201, 69960101, 69960201, 69960301, 69960401, 69960501, 69960601, 69960701, 69960801, 69960901, 69961001, 69961101, 69961201, 69970101, 69970201, 69970301, 69970401, 69970501, 69970601, 69970701, 69970801, 69970901, 69971001, 69971101, 69971201, 69980101, 69980201, 69980301, 69980401, 69980501, 69980601, 69980701, 69980801, 69980901, 69981001, 69981101, 69981201, 69990101, 69990201, 69990301, 69990401, 69990501, 69990601, 69990701, 69990801, 69990901, 69991001, 69991101, 69991201, 70000101, 70000201, 70000301, 70000401, 70000501, 70000601, 70000701, 70000801, 70000901, 70001001, 70001101, 70001201, 70010101], dtype=int32) - datesec(time)int320 0 0 0 0 0 0 0 ... 0 0 0 0 0 0 0 0
- long_name :
- current seconds of current date
array([0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], dtype=int32) - time_bnds(time, nbnd)object6951-01-01 00:00:00 ... 7001-01-...
- long_name :
- time interval endpoints
array([[cftime.DatetimeNoLeap(6951, 1, 1, 0, 0, 0, 0, has_year_zero=True), cftime.DatetimeNoLeap(6951, 2, 1, 0, 0, 0, 0, has_year_zero=True)], [cftime.DatetimeNoLeap(6951, 2, 1, 0, 0, 0, 0, has_year_zero=True), cftime.DatetimeNoLeap(6951, 3, 1, 0, 0, 0, 0, has_year_zero=True)], [cftime.DatetimeNoLeap(6951, 3, 1, 0, 0, 0, 0, has_year_zero=True), cftime.DatetimeNoLeap(6951, 4, 1, 0, 0, 0, 0, has_year_zero=True)], ..., [cftime.DatetimeNoLeap(7000, 10, 1, 0, 0, 0, 0, has_year_zero=True), cftime.DatetimeNoLeap(7000, 11, 1, 0, 0, 0, 0, has_year_zero=True)], [cftime.DatetimeNoLeap(7000, 11, 1, 0, 0, 0, 0, has_year_zero=True), cftime.DatetimeNoLeap(7000, 12, 1, 0, 0, 0, 0, has_year_zero=True)], [cftime.DatetimeNoLeap(7000, 12, 1, 0, 0, 0, 0, has_year_zero=True), cftime.DatetimeNoLeap(7001, 1, 1, 0, 0, 0, 0, has_year_zero=True)]], dtype=object) - date_written(time)|S8b'04/12/24' ... b'04/12/24'
array([b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', ... b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24'], dtype='|S8') - time_written(time)|S8b'02:06:23' ... b'17:43:26'
array([b'02:06:23', b'02:07:47', b'02:09:20', b'02:10:51', b'02:12:24', b'02:13:54', b'02:15:27', b'02:16:59', b'02:18:30', b'02:20:03', b'02:21:33', b'02:23:05', b'02:24:39', b'02:26:03', b'02:27:36', b'02:29:05', b'02:30:40', b'02:32:09', b'02:33:42', b'02:35:13', b'02:36:43', b'02:38:15', b'02:39:44', b'02:41:16', b'02:42:48', b'02:44:12', b'02:45:44', b'02:47:13', b'02:48:46', b'02:50:15', b'02:51:49', b'02:53:21', b'02:54:50', b'02:56:23', b'02:57:53', b'02:59:25', b'03:00:57', b'03:02:22', b'03:03:54', b'03:05:22', b'03:06:55', b'03:08:23', b'03:09:56', b'03:11:28', b'03:12:57', b'03:14:29', b'03:15:58', b'03:17:30', b'03:19:02', b'03:20:26', b'03:21:58', b'03:23:27', b'03:24:59', b'03:26:28', b'03:28:01', b'03:29:33', b'03:31:03', b'03:32:35', b'03:34:05', b'03:35:37', b'03:37:09', b'03:38:33', b'03:40:05', b'03:41:35', b'03:43:08', b'03:44:38', b'03:46:11', b'03:47:43', b'03:49:13', b'03:50:45', b'03:52:14', b'03:53:47', b'03:55:19', b'03:56:44', b'03:58:17', b'03:59:47', b'04:01:20', b'04:02:50', b'04:04:22', b'04:05:55', b'04:07:24', b'04:08:57', b'04:10:26', b'04:11:59', b'04:13:31', b'04:14:55', b'04:16:27', b'04:17:56', b'04:19:29', b'04:20:59', b'04:22:31', b'04:24:03', b'04:25:33', b'04:27:07', b'04:28:38', b'04:30:11', b'04:31:43', b'04:33:07', b'04:34:39', b'04:36:10', ... b'15:20:27', b'15:22:01', b'15:23:31', b'15:25:03', b'15:26:33', b'15:28:05', b'15:29:38', b'15:31:07', b'15:32:40', b'15:34:09', b'15:35:41', b'15:37:14', b'15:38:38', b'15:40:11', b'15:41:40', b'15:43:13', b'15:44:43', b'15:46:16', b'15:47:49', b'15:49:19', b'15:50:52', b'15:52:22', b'15:53:54', b'15:55:27', b'15:56:51', b'15:58:23', b'15:59:54', b'16:01:26', b'16:02:57', b'16:04:30', b'16:06:02', b'16:07:32', b'16:09:05', b'16:10:35', b'16:12:08', b'16:13:41', b'16:15:06', b'16:16:38', b'16:18:07', b'16:19:40', b'16:21:09', b'16:22:42', b'16:24:14', b'16:25:45', b'16:27:18', b'16:28:49', b'16:30:21', b'16:31:54', b'16:33:19', b'16:34:52', b'16:36:21', b'16:37:54', b'16:39:23', b'16:40:56', b'16:42:28', b'16:43:58', b'16:45:31', b'16:47:01', b'16:48:35', b'16:50:08', b'16:51:31', b'16:53:04', b'16:54:33', b'16:56:08', b'16:57:38', b'16:59:11', b'17:00:44', b'17:02:17', b'17:03:49', b'17:05:18', b'17:06:51', b'17:08:24', b'17:09:47', b'17:11:21', b'17:12:50', b'17:14:23', b'17:15:55', b'17:17:27', b'17:19:00', b'17:20:32', b'17:22:05', b'17:23:35', b'17:25:09', b'17:26:43', b'17:28:06', b'17:29:39', b'17:31:09', b'17:32:42', b'17:34:12', b'17:35:44', b'17:37:17', b'17:38:47', b'17:40:19', b'17:41:50', b'17:43:26'], dtype='|S8') - ndcur(time)int322536781 2536809 ... 2554969 2555000
- long_name :
- current day (from base day)
array([2536781, 2536809, 2536840, 2536870, 2536901, 2536931, 2536962, 2536993, 2537023, 2537054, 2537084, 2537115, 2537146, 2537174, 2537205, 2537235, 2537266, 2537296, 2537327, 2537358, 2537388, 2537419, 2537449, 2537480, 2537511, 2537539, 2537570, 2537600, 2537631, 2537661, 2537692, 2537723, 2537753, 2537784, 2537814, 2537845, 2537876, 2537904, 2537935, 2537965, 2537996, 2538026, 2538057, 2538088, 2538118, 2538149, 2538179, 2538210, 2538241, 2538269, 2538300, 2538330, 2538361, 2538391, 2538422, 2538453, 2538483, 2538514, 2538544, 2538575, 2538606, 2538634, 2538665, 2538695, 2538726, 2538756, 2538787, 2538818, 2538848, 2538879, 2538909, 2538940, 2538971, 2538999, 2539030, 2539060, 2539091, 2539121, 2539152, 2539183, 2539213, 2539244, 2539274, 2539305, 2539336, 2539364, 2539395, 2539425, 2539456, 2539486, 2539517, 2539548, 2539578, 2539609, 2539639, 2539670, 2539701, 2539729, 2539760, 2539790, 2539821, 2539851, 2539882, 2539913, 2539943, 2539974, 2540004, 2540035, 2540066, 2540094, 2540125, 2540155, 2540186, 2540216, 2540247, 2540278, 2540308, 2540339, 2540369, 2540400, 2540431, 2540459, 2540490, 2540520, 2540551, 2540581, 2540612, 2540643, 2540673, 2540704, 2540734, 2540765, 2540796, 2540824, 2540855, 2540885, 2540916, 2540946, 2540977, 2541008, ... 2550832, 2550863, 2550893, 2550924, 2550954, 2550985, 2551016, 2551044, 2551075, 2551105, 2551136, 2551166, 2551197, 2551228, 2551258, 2551289, 2551319, 2551350, 2551381, 2551409, 2551440, 2551470, 2551501, 2551531, 2551562, 2551593, 2551623, 2551654, 2551684, 2551715, 2551746, 2551774, 2551805, 2551835, 2551866, 2551896, 2551927, 2551958, 2551988, 2552019, 2552049, 2552080, 2552111, 2552139, 2552170, 2552200, 2552231, 2552261, 2552292, 2552323, 2552353, 2552384, 2552414, 2552445, 2552476, 2552504, 2552535, 2552565, 2552596, 2552626, 2552657, 2552688, 2552718, 2552749, 2552779, 2552810, 2552841, 2552869, 2552900, 2552930, 2552961, 2552991, 2553022, 2553053, 2553083, 2553114, 2553144, 2553175, 2553206, 2553234, 2553265, 2553295, 2553326, 2553356, 2553387, 2553418, 2553448, 2553479, 2553509, 2553540, 2553571, 2553599, 2553630, 2553660, 2553691, 2553721, 2553752, 2553783, 2553813, 2553844, 2553874, 2553905, 2553936, 2553964, 2553995, 2554025, 2554056, 2554086, 2554117, 2554148, 2554178, 2554209, 2554239, 2554270, 2554301, 2554329, 2554360, 2554390, 2554421, 2554451, 2554482, 2554513, 2554543, 2554574, 2554604, 2554635, 2554666, 2554694, 2554725, 2554755, 2554786, 2554816, 2554847, 2554878, 2554908, 2554939, 2554969, 2555000], dtype=int32) - nscur(time)int320 0 0 0 0 0 0 0 ... 0 0 0 0 0 0 0 0
- long_name :
- current seconds of current day
array([0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], dtype=int32) - co2vmr(time)float640.0008541 0.0008541 ... 0.0008541
- long_name :
- co2 volume mixing ratio
array([0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, ... 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541, 0.0008541]) - ch4vmr(time)float647.916e-07 7.916e-07 ... 7.916e-07
- long_name :
- ch4 volume mixing ratio
array([7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, ... 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07, 7.916e-07]) - n2ovmr(time)float642.757e-07 2.757e-07 ... 2.757e-07
- long_name :
- n2o volume mixing ratio
array([2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, ... 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07, 2.7568e-07]) - f11vmr(time)float640.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0
- long_name :
- f11 volume mixing ratio
array([0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.]) - f12vmr(time)float640.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0
- long_name :
- f12 volume mixing ratio
array([0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.]) - sol_tsi(time)float64-1.0 -1.0 -1.0 ... -1.0 -1.0 -1.0
- long_name :
- total solar irradiance
- units :
- W/m2
array([-1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., ... -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1.]) - nsteph(time)int32121765488 121766832 ... 122640000
- long_name :
- current timestep
array([121765488, 121766832, 121768320, 121769760, 121771248, 121772688, 121774176, 121775664, 121777104, 121778592, 121780032, 121781520, 121783008, 121784352, 121785840, 121787280, 121788768, 121790208, 121791696, 121793184, 121794624, 121796112, 121797552, 121799040, 121800528, 121801872, 121803360, 121804800, 121806288, 121807728, 121809216, 121810704, 121812144, 121813632, 121815072, 121816560, 121818048, 121819392, 121820880, 121822320, 121823808, 121825248, 121826736, 121828224, 121829664, 121831152, 121832592, 121834080, 121835568, 121836912, 121838400, 121839840, 121841328, 121842768, 121844256, 121845744, 121847184, 121848672, 121850112, 121851600, 121853088, 121854432, 121855920, 121857360, 121858848, 121860288, 121861776, 121863264, 121864704, 121866192, 121867632, 121869120, 121870608, 121871952, 121873440, 121874880, 121876368, 121877808, 121879296, 121880784, 121882224, 121883712, 121885152, 121886640, 121888128, 121889472, 121890960, 121892400, 121893888, 121895328, 121896816, 121898304, 121899744, 121901232, 121902672, 121904160, 121905648, 121906992, 121908480, 121909920, 121911408, 121912848, 121914336, 121915824, 121917264, 121918752, 121920192, 121921680, 121923168, 121924512, 121926000, 121927440, 121928928, 121930368, 121931856, 121933344, 121934784, 121936272, 121937712, 121939200, ... 122474976, 122476464, 122477904, 122479392, 122480832, 122482320, 122483808, 122485152, 122486640, 122488080, 122489568, 122491008, 122492496, 122493984, 122495424, 122496912, 122498352, 122499840, 122501328, 122502672, 122504160, 122505600, 122507088, 122508528, 122510016, 122511504, 122512944, 122514432, 122515872, 122517360, 122518848, 122520192, 122521680, 122523120, 122524608, 122526048, 122527536, 122529024, 122530464, 122531952, 122533392, 122534880, 122536368, 122537712, 122539200, 122540640, 122542128, 122543568, 122545056, 122546544, 122547984, 122549472, 122550912, 122552400, 122553888, 122555232, 122556720, 122558160, 122559648, 122561088, 122562576, 122564064, 122565504, 122566992, 122568432, 122569920, 122571408, 122572752, 122574240, 122575680, 122577168, 122578608, 122580096, 122581584, 122583024, 122584512, 122585952, 122587440, 122588928, 122590272, 122591760, 122593200, 122594688, 122596128, 122597616, 122599104, 122600544, 122602032, 122603472, 122604960, 122606448, 122607792, 122609280, 122610720, 122612208, 122613648, 122615136, 122616624, 122618064, 122619552, 122620992, 122622480, 122623968, 122625312, 122626800, 122628240, 122629728, 122631168, 122632656, 122634144, 122635584, 122637072, 122638512, 122640000], dtype=int32) - TS(time, ncol)float32303.3 302.6 301.7 ... 293.7 294.3
- units :
- K
- long_name :
- Surface temperature (radiative)
- cell_methods :
- time: mean
array([[303.2653 , 302.64194, 301.74304, ..., 293.40912, 290.49326, 291.51266], [304.96698, 304.47775, 303.6411 , ..., 292.55505, 290.78116, 291.5703 ], [304.07266, 303.58566, 302.72723, ..., 292.32098, 290.56488, 291.47375], ..., [298.09906, 297.05795, 295.8722 , ..., 302.9543 , 300.95343, 301.71008], [299.26538, 298.24268, 296.901 , ..., 299.05908, 296.66257, 297.3848 ], [302.0511 , 301.19028, 299.91696, ..., 296.0614 , 293.69016, 294.33484]], dtype=float32) - gw(ncol)float640.0001546 0.000515 ... 0.001289
array([0.00015457, 0.00051501, 0.00051372, ..., 0.00128989, 0.00128989, 0.00128935])
- levPandasIndex
PandasIndex(Index([ 3.64346569404006, 7.594819646328688, 14.356632251292467, 24.612220004200935, 38.26829977333546, 54.59547974169254, 72.01245054602623, 87.82123029232025, 103.31712663173676, 121.54724076390266, 142.99403876066208, 168.22507977485657, 197.9080867022276, 232.82861895859241, 273.9108167588711, 322.2419023513794, 379.10090386867523, 445.992574095726, 524.6871747076511, 609.7786948084831, 691.3894303143024, 763.404481112957, 820.8583686500788, 859.5347665250301, 887.0202489197254, 912.644546944648, 936.1983984708786, 957.485479535535, 976.325407391414, 992.556095123291], dtype='float64', name='lev')) - ilevPandasIndex
PandasIndex(Index([ 2.255239523947239, 5.031691864132881, 10.15794742852449, 18.55531707406044, 30.66912293434143, 45.86747661232948, 63.3234828710556, 80.70141822099686, 94.94104236364365, 111.69321089982991, 131.4012706279755, 154.5868068933487, 181.8633526563644, 213.95282074809072, 251.70441716909409, 296.11721634864807, 348.3665883541107, 409.8352193832398, 482.14992880821234, 567.22442060709, 652.3329690098763, 730.4458916187286, 796.3630706071854, 845.3536666929722, 873.7158663570881, 900.3246314823627, 924.9644624069333, 947.4323345348239, 967.5386245362461, 985.112190246582, 1000.0], dtype='float64', name='ilev')) - timePandasIndex
PandasIndex(CFTimeIndex([6951-01-31 00:00:00, 6951-02-28 00:00:00, 6951-03-31 00:00:00, 6951-04-30 00:00:00, 6951-05-31 00:00:00, 6951-06-30 00:00:00, 6951-07-31 00:00:00, 6951-08-31 00:00:00, 6951-09-30 00:00:00, 6951-10-31 00:00:00, ... 7000-03-31 00:00:00, 7000-04-30 00:00:00, 7000-05-31 00:00:00, 7000-06-30 00:00:00, 7000-07-31 00:00:00, 7000-08-31 00:00:00, 7000-09-30 00:00:00, 7000-10-31 00:00:00, 7000-11-30 00:00:00, 7000-12-31 00:00:00], dtype='object', length=600, calendar='noleap', freq='ME'))
- np :
- 4
- ne :
- 16
- Conventions :
- CF-1.0
- source :
- CAM
- case :
- b.e13.B1850C5.ne16_g16.icesm131_d18O_fixer.Miocene.3xCO2.005
- title :
- UNSET
- logname :
- fengzhu
- host :
- derecho2
- Version :
- $Name$
- revision_Id :
- $Id$
- initial_file :
- /glade/work/fengzhu/Projects/Miocene-on-Derecho/04.atm-ic-setup-interpolate/B.MMIOx2_C5_840_WISOon.cam.i.2400-01-01-00000_fix.nc
- topography_file :
- /glade/work/fengzhu/Projects/Miocene-on-Derecho/04.atm-bc-setup/cami_bnd_topo_ne16_Miocene_c231124.nc
- path :
- /glade/campaign/univ/ubrn0018/fengzhu/CESM_output/timeseries/b.e13.B1850C5.ne16_g16.icesm131_d18O_fixer.Miocene.3xCO2.005/atm/proc/tseries/month_1/b.e13.B1850C5.ne16_g16.icesm131_d18O_fixer.Miocene.3xCO2.005.cam.h0.TS.695101-700012.nc
- comp :
- atm
- grid :
- ne16np4
[3]:
ds_rgd = ds.x.regrid(dlon=1, dlat=1)
ds_rgd['TS']
Downloading the weight file from: https://github.com/fzhu2e/x4c-regrid-wgts/raw/main/data/map_ne16np4_TO_1x1d_aave.nc.gz
Fetching data: 100%|██████████| 1.57M/1.57M [00:00<00:00, 65.9MiB/s]
[3]:
<xarray.DataArray 'TS' (time: 600, lat: 180, lon: 360)> Size: 156MB
array([[[284.38776, 284.38766, 284.38742, ..., 284.38742, 284.38766,
284.38776],
[284.5725 , 284.5725 , 284.5725 , ..., 284.5725 , 284.5725 ,
284.5725 ],
[282.60666, 282.61536, 282.63278, ..., 282.63278, 282.61536,
282.60666],
...,
[277.0105 , 277.01065, 277.01093, ..., 277.01093, 277.01065,
277.0105 ],
[277.0405 , 277.0405 , 277.0405 , ..., 277.0405 , 277.0405 ,
277.0405 ],
[277.06198, 277.062 , 277.06204, ..., 277.06204, 277.062 ,
277.06198]],
[[280.62686, 280.62643, 280.6256 , ..., 280.6256 , 280.62643,
280.62686],
[281.30368, 281.30368, 281.30368, ..., 281.30368, 281.30368,
281.30368],
[281.2053 , 281.20572, 281.2066 , ..., 281.2066 , 281.20572,
281.2053 ],
...
[279.49725, 279.49725, 279.49728, ..., 279.49728, 279.49725,
279.49725],
[279.50055, 279.50055, 279.50055, ..., 279.50055, 279.50055,
279.50055],
[279.50922, 279.50922, 279.50922, ..., 279.50922, 279.50922,
279.50922]],
[[272.5169 , 272.51712, 272.5176 , ..., 272.5176 , 272.51712,
272.5169 ],
[272.12894, 272.12894, 272.12894, ..., 272.12894, 272.12894,
272.12894],
[272.08936, 272.0895 , 272.08987, ..., 272.08987, 272.0895 ,
272.08936],
...,
[277.66974, 277.66992, 277.67035, ..., 277.67035, 277.66992,
277.66974],
[277.71487, 277.71487, 277.71487, ..., 277.71487, 277.71487,
277.71487],
[277.74133, 277.74136, 277.7414 , ..., 277.7414 , 277.74136,
277.74133]]], dtype=float32)
Coordinates:
* time (time) object 5kB 6951-01-31 00:00:00 ... 7000-12-31 00:00:00
* lat (lat) float64 1kB -89.5 -88.5 -87.5 -86.5 ... 86.5 87.5 88.5 89.5
* lon (lon) float64 3kB 0.5 1.5 2.5 3.5 4.5 ... 356.5 357.5 358.5 359.5
Attributes:
units: K
long_name: Surface temperature (radiative)
cell_methods: time: meanxarray.DataArray
'TS'
- time: 600
- lat: 180
- lon: 360
- 284.4 284.4 284.4 284.4 284.4 284.4 ... 277.7 277.7 277.7 277.7 277.7
array([[[284.38776, 284.38766, 284.38742, ..., 284.38742, 284.38766, 284.38776], [284.5725 , 284.5725 , 284.5725 , ..., 284.5725 , 284.5725 , 284.5725 ], [282.60666, 282.61536, 282.63278, ..., 282.63278, 282.61536, 282.60666], ..., [277.0105 , 277.01065, 277.01093, ..., 277.01093, 277.01065, 277.0105 ], [277.0405 , 277.0405 , 277.0405 , ..., 277.0405 , 277.0405 , 277.0405 ], [277.06198, 277.062 , 277.06204, ..., 277.06204, 277.062 , 277.06198]], [[280.62686, 280.62643, 280.6256 , ..., 280.6256 , 280.62643, 280.62686], [281.30368, 281.30368, 281.30368, ..., 281.30368, 281.30368, 281.30368], [281.2053 , 281.20572, 281.2066 , ..., 281.2066 , 281.20572, 281.2053 ], ... [279.49725, 279.49725, 279.49728, ..., 279.49728, 279.49725, 279.49725], [279.50055, 279.50055, 279.50055, ..., 279.50055, 279.50055, 279.50055], [279.50922, 279.50922, 279.50922, ..., 279.50922, 279.50922, 279.50922]], [[272.5169 , 272.51712, 272.5176 , ..., 272.5176 , 272.51712, 272.5169 ], [272.12894, 272.12894, 272.12894, ..., 272.12894, 272.12894, 272.12894], [272.08936, 272.0895 , 272.08987, ..., 272.08987, 272.0895 , 272.08936], ..., [277.66974, 277.66992, 277.67035, ..., 277.67035, 277.66992, 277.66974], [277.71487, 277.71487, 277.71487, ..., 277.71487, 277.71487, 277.71487], [277.74133, 277.74136, 277.7414 , ..., 277.7414 , 277.74136, 277.74133]]], dtype=float32) - time(time)object6951-01-31 00:00:00 ... 7000-12-...
array([cftime.DatetimeNoLeap(6951, 1, 31, 0, 0, 0, 0, has_year_zero=True), cftime.DatetimeNoLeap(6951, 2, 28, 0, 0, 0, 0, has_year_zero=True), cftime.DatetimeNoLeap(6951, 3, 31, 0, 0, 0, 0, has_year_zero=True), ..., cftime.DatetimeNoLeap(7000, 10, 31, 0, 0, 0, 0, has_year_zero=True), cftime.DatetimeNoLeap(7000, 11, 30, 0, 0, 0, 0, has_year_zero=True), cftime.DatetimeNoLeap(7000, 12, 31, 0, 0, 0, 0, has_year_zero=True)], dtype=object) - lat(lat)float64-89.5 -88.5 -87.5 ... 88.5 89.5
array([-89.5, -88.5, -87.5, -86.5, -85.5, -84.5, -83.5, -82.5, -81.5, -80.5, -79.5, -78.5, -77.5, -76.5, -75.5, -74.5, -73.5, -72.5, -71.5, -70.5, -69.5, -68.5, -67.5, -66.5, -65.5, -64.5, -63.5, -62.5, -61.5, -60.5, -59.5, -58.5, -57.5, -56.5, -55.5, -54.5, -53.5, -52.5, -51.5, -50.5, -49.5, -48.5, -47.5, -46.5, -45.5, -44.5, -43.5, -42.5, -41.5, -40.5, -39.5, -38.5, -37.5, -36.5, -35.5, -34.5, -33.5, -32.5, -31.5, -30.5, -29.5, -28.5, -27.5, -26.5, -25.5, -24.5, -23.5, -22.5, -21.5, -20.5, -19.5, -18.5, -17.5, -16.5, -15.5, -14.5, -13.5, -12.5, -11.5, -10.5, -9.5, -8.5, -7.5, -6.5, -5.5, -4.5, -3.5, -2.5, -1.5, -0.5, 0.5, 1.5, 2.5, 3.5, 4.5, 5.5, 6.5, 7.5, 8.5, 9.5, 10.5, 11.5, 12.5, 13.5, 14.5, 15.5, 16.5, 17.5, 18.5, 19.5, 20.5, 21.5, 22.5, 23.5, 24.5, 25.5, 26.5, 27.5, 28.5, 29.5, 30.5, 31.5, 32.5, 33.5, 34.5, 35.5, 36.5, 37.5, 38.5, 39.5, 40.5, 41.5, 42.5, 43.5, 44.5, 45.5, 46.5, 47.5, 48.5, 49.5, 50.5, 51.5, 52.5, 53.5, 54.5, 55.5, 56.5, 57.5, 58.5, 59.5, 60.5, 61.5, 62.5, 63.5, 64.5, 65.5, 66.5, 67.5, 68.5, 69.5, 70.5, 71.5, 72.5, 73.5, 74.5, 75.5, 76.5, 77.5, 78.5, 79.5, 80.5, 81.5, 82.5, 83.5, 84.5, 85.5, 86.5, 87.5, 88.5, 89.5]) - lon(lon)float640.5 1.5 2.5 ... 357.5 358.5 359.5
array([ 0.5, 1.5, 2.5, ..., 357.5, 358.5, 359.5])
- timePandasIndex
PandasIndex(CFTimeIndex([6951-01-31 00:00:00, 6951-02-28 00:00:00, 6951-03-31 00:00:00, 6951-04-30 00:00:00, 6951-05-31 00:00:00, 6951-06-30 00:00:00, 6951-07-31 00:00:00, 6951-08-31 00:00:00, 6951-09-30 00:00:00, 6951-10-31 00:00:00, ... 7000-03-31 00:00:00, 7000-04-30 00:00:00, 7000-05-31 00:00:00, 7000-06-30 00:00:00, 7000-07-31 00:00:00, 7000-08-31 00:00:00, 7000-09-30 00:00:00, 7000-10-31 00:00:00, 7000-11-30 00:00:00, 7000-12-31 00:00:00], dtype='object', length=600, calendar='noleap', freq='ME')) - latPandasIndex
PandasIndex(Index([-89.5, -88.5, -87.5, -86.5, -85.5, -84.5, -83.5, -82.5, -81.5, -80.5, ... 80.5, 81.5, 82.5, 83.5, 84.5, 85.5, 86.5, 87.5, 88.5, 89.5], dtype='float64', name='lat', length=180)) - lonPandasIndex
PandasIndex(Index([ 0.5, 1.5, 2.5, 3.5, 4.5, 5.5, 6.5, 7.5, 8.5, 9.5, ... 350.5, 351.5, 352.5, 353.5, 354.5, 355.5, 356.5, 357.5, 358.5, 359.5], dtype='float64', name='lon', length=360))
- units :
- K
- long_name :
- Surface temperature (radiative)
- cell_methods :
- time: mean
OCN#
[4]:
dirpath = '/glade/campaign/univ/ubrn0018/fengzhu/CESM_output/timeseries/b.e13.B1850C5.ne16_g16.icesm131_d18O_fixer.Miocene.3xCO2.005/ocn/proc/tseries/month_1'
fname = 'b.e13.B1850C5.ne16_g16.icesm131_d18O_fixer.Miocene.3xCO2.005.pop.h.TEMP.695101-700012.nc'
ds = x4c.load_dataset(os.path.join(dirpath, fname), comp='ocn', grid='g16', adjust_month=True)
ds
[4]:
<xarray.Dataset> Size: 18GB
Dimensions: (moc_comp: 3, transport_comp: 5, transport_reg: 1,
z_t: 60, z_t_150m: 15, z_w: 60, z_w_top: 60,
z_w_bot: 60, lat_aux_grid: 91, moc_z: 61, nlat: 384,
nlon: 320, time: 600, d2: 2)
Coordinates:
* z_t (z_t) float32 240B 500.0 1.5e+03 ... 5.375e+05
* z_t_150m (z_t_150m) float32 60B 500.0 1.5e+03 ... 1.45e+04
* z_w (z_w) float32 240B 0.0 1e+03 2e+03 ... 5e+05 5.25e+05
* z_w_top (z_w_top) float32 240B 0.0 1e+03 ... 5e+05 5.25e+05
* z_w_bot (z_w_bot) float32 240B 1e+03 2e+03 ... 5.5e+05
* lat_aux_grid (lat_aux_grid) float32 364B -90.0 -88.0 ... 88.0 90.0
* moc_z (moc_z) float32 244B 0.0 1e+03 ... 5.25e+05 5.5e+05
ULONG (nlat, nlon) float64 983kB 343.5 344.8 ... 326.7 327.0
ULAT (nlat, nlon) float64 983kB -87.53 -87.52 ... 72.64
TLONG (nlat, nlon) float64 983kB 341.6 342.9 ... 326.5 326.8
TLAT (nlat, nlon) float64 983kB -87.73 -87.72 ... 72.52
* time (time) object 5kB 6951-01-31 00:00:00 ... 7000-12-3...
Dimensions without coordinates: moc_comp, transport_comp, transport_reg, nlat,
nlon, d2
Data variables: (12/57)
moc_components (moc_comp) |S256 768B b'Eulerian Mean' ... b'Submeso'
transport_components (transport_comp) |S256 1kB b'Total' ... b'Submeso A...
transport_regions (transport_reg) |S256 256B b'Global Ocean - Margina...
dz (z_t) float32 240B 1e+03 1e+03 ... 2.5e+04 2.5e+04
dzw (z_w) float32 240B 500.0 1e+03 ... 2.499e+04 2.5e+04
KMT (nlat, nlon) float64 983kB 0.0 0.0 0.0 ... 0.0 0.0 0.0
... ...
nsurface_u float64 8B 7.669e+04
time_bound (time, d2) object 10kB 6951-01-01 00:00:00 ... 7001...
TEMP (time, z_t, nlat, nlon) float32 18GB nan nan ... nan
gw (nlat, nlon) float64 983kB 3.583e+12 ... 2.742e+12
lat (nlat, nlon) float64 983kB -87.73 -87.72 ... 72.52
lon (nlat, nlon) float64 983kB 341.6 342.9 ... 326.5 326.8
Attributes: (12/15)
title: b.e13.B1850C5.ne16_g16.icesm131_d18O_fixer.Miocene.3xCO2...
history: none
Conventions: CF-1.0; http://www.cgd.ucar.edu/cms/eaton/netcdf/CF-curr...
contents: Diagnostic and Prognostic Variables
source: CCSM POP2, the CCSM Ocean Component
revision: $Id: tavg.F90 56176 2013-12-20 18:35:46Z mlevy@ucar.edu $
... ...
nsteps_total: 101471200
tavg_sum: 2678399.99999999
tavg_sum_qflux: 2678400.0
path: /glade/campaign/univ/ubrn0018/fengzhu/CESM_output/timese...
comp: ocn
grid: g16xarray.Dataset
- moc_comp: 3
- transport_comp: 5
- transport_reg: 1
- z_t: 60
- z_t_150m: 15
- z_w: 60
- z_w_top: 60
- z_w_bot: 60
- lat_aux_grid: 91
- moc_z: 61
- nlat: 384
- nlon: 320
- time: 600
- d2: 2
- z_t(z_t)float32500.0 1.5e+03 ... 5.375e+05
- long_name :
- depth from surface to midpoint of layer
- units :
- centimeters
- positive :
- down
- valid_min :
- 500.0
- valid_max :
- 537500.0
array([5.000000e+02, 1.500000e+03, 2.500000e+03, 3.500000e+03, 4.500000e+03, 5.500000e+03, 6.500000e+03, 7.500000e+03, 8.500000e+03, 9.500000e+03, 1.050000e+04, 1.150000e+04, 1.250000e+04, 1.350000e+04, 1.450000e+04, 1.550000e+04, 1.650984e+04, 1.754790e+04, 1.862913e+04, 1.976603e+04, 2.097114e+04, 2.225783e+04, 2.364088e+04, 2.513702e+04, 2.676542e+04, 2.854837e+04, 3.051192e+04, 3.268680e+04, 3.510935e+04, 3.782276e+04, 4.087846e+04, 4.433777e+04, 4.827367e+04, 5.277280e+04, 5.793729e+04, 6.388626e+04, 7.075633e+04, 7.870025e+04, 8.788252e+04, 9.847059e+04, 1.106204e+05, 1.244567e+05, 1.400497e+05, 1.573946e+05, 1.764003e+05, 1.968944e+05, 2.186457e+05, 2.413972e+05, 2.649001e+05, 2.889385e+05, 3.133405e+05, 3.379793e+05, 3.627670e+05, 3.876452e+05, 4.125768e+05, 4.375392e+05, 4.625190e+05, 4.875083e+05, 5.125028e+05, 5.375000e+05], dtype=float32) - z_t_150m(z_t_150m)float32500.0 1.5e+03 ... 1.35e+04 1.45e+04
- long_name :
- depth from surface to midpoint of layer
- units :
- centimeters
- positive :
- down
- valid_min :
- 500.0
- valid_max :
- 14500.0
array([ 500., 1500., 2500., 3500., 4500., 5500., 6500., 7500., 8500., 9500., 10500., 11500., 12500., 13500., 14500.], dtype=float32) - z_w(z_w)float320.0 1e+03 2e+03 ... 5e+05 5.25e+05
- long_name :
- depth from surface to top of layer
- units :
- centimeters
- positive :
- down
- valid_min :
- 0.0
- valid_max :
- 525000.94
array([ 0. , 1000. , 2000. , 3000. , 4000. , 5000. , 6000. , 7000. , 8000. , 9000. , 10000. , 11000. , 12000. , 13000. , 14000. , 15000. , 16000. , 17019.682, 18076.129, 19182.125, 20349.932, 21592.344, 22923.312, 24358.453, 25915.58 , 27615.26 , 29481.47 , 31542.373, 33831.227, 36387.473, 39258.047, 42498.887, 46176.656, 50370.688, 55174.91 , 60699.668, 67072.86 , 74439.805, 82960.695, 92804.35 , 104136.82 , 117104.016, 131809.36 , 148290.08 , 166499.2 , 186301.44 , 207487.39 , 229803.9 , 252990.4 , 276809.84 , 301067.06 , 325613.84 , 350344.88 , 375189.2 , 400101.16 , 425052.47 , 450026.06 , 475012. , 500004.7 , 525000.94 ], dtype=float32) - z_w_top(z_w_top)float320.0 1e+03 2e+03 ... 5e+05 5.25e+05
- long_name :
- depth from surface to top of layer
- units :
- centimeters
- positive :
- down
- valid_min :
- 0.0
- valid_max :
- 525000.94
array([ 0. , 1000. , 2000. , 3000. , 4000. , 5000. , 6000. , 7000. , 8000. , 9000. , 10000. , 11000. , 12000. , 13000. , 14000. , 15000. , 16000. , 17019.682, 18076.129, 19182.125, 20349.932, 21592.344, 22923.312, 24358.453, 25915.58 , 27615.26 , 29481.47 , 31542.373, 33831.227, 36387.473, 39258.047, 42498.887, 46176.656, 50370.688, 55174.91 , 60699.668, 67072.86 , 74439.805, 82960.695, 92804.35 , 104136.82 , 117104.016, 131809.36 , 148290.08 , 166499.2 , 186301.44 , 207487.39 , 229803.9 , 252990.4 , 276809.84 , 301067.06 , 325613.84 , 350344.88 , 375189.2 , 400101.16 , 425052.47 , 450026.06 , 475012. , 500004.7 , 525000.94 ], dtype=float32) - z_w_bot(z_w_bot)float321e+03 2e+03 ... 5.25e+05 5.5e+05
- long_name :
- depth from surface to bottom of layer
- units :
- centimeters
- positive :
- down
- valid_min :
- 1000.0
- valid_max :
- 549999.06
array([ 1000. , 2000. , 3000. , 4000. , 5000. , 6000. , 7000. , 8000. , 9000. , 10000. , 11000. , 12000. , 13000. , 14000. , 15000. , 16000. , 17019.682, 18076.129, 19182.125, 20349.932, 21592.344, 22923.312, 24358.453, 25915.58 , 27615.26 , 29481.47 , 31542.373, 33831.227, 36387.473, 39258.047, 42498.887, 46176.656, 50370.688, 55174.91 , 60699.668, 67072.86 , 74439.805, 82960.695, 92804.35 , 104136.82 , 117104.016, 131809.36 , 148290.08 , 166499.2 , 186301.44 , 207487.39 , 229803.9 , 252990.4 , 276809.84 , 301067.06 , 325613.84 , 350344.88 , 375189.2 , 400101.16 , 425052.47 , 450026.06 , 475012. , 500004.7 , 525000.94 , 549999.06 ], dtype=float32) - lat_aux_grid(lat_aux_grid)float32-90.0 -88.0 -86.0 ... 88.0 90.0
- long_name :
- latitude grid for transport diagnostics
- units :
- degrees_north
- valid_min :
- -90.0
- valid_max :
- 90.0
array([-90., -88., -86., -84., -82., -80., -78., -76., -74., -72., -70., -68., -66., -64., -62., -60., -58., -56., -54., -52., -50., -48., -46., -44., -42., -40., -38., -36., -34., -32., -30., -28., -26., -24., -22., -20., -18., -16., -14., -12., -10., -8., -6., -4., -2., 0., 2., 4., 6., 8., 10., 12., 14., 16., 18., 20., 22., 24., 26., 28., 30., 32., 34., 36., 38., 40., 42., 44., 46., 48., 50., 52., 54., 56., 58., 60., 62., 64., 66., 68., 70., 72., 74., 76., 78., 80., 82., 84., 86., 88., 90.], dtype=float32) - moc_z(moc_z)float320.0 1e+03 ... 5.25e+05 5.5e+05
- long_name :
- depth from surface to top of layer
- units :
- centimeters
- positive :
- down
- valid_min :
- 0.0
- valid_max :
- 549999.06
array([ 0. , 1000. , 2000. , 3000. , 4000. , 5000. , 6000. , 7000. , 8000. , 9000. , 10000. , 11000. , 12000. , 13000. , 14000. , 15000. , 16000. , 17019.682, 18076.129, 19182.125, 20349.932, 21592.344, 22923.312, 24358.453, 25915.58 , 27615.26 , 29481.47 , 31542.373, 33831.227, 36387.473, 39258.047, 42498.887, 46176.656, 50370.688, 55174.91 , 60699.668, 67072.86 , 74439.805, 82960.695, 92804.35 , 104136.82 , 117104.016, 131809.36 , 148290.08 , 166499.2 , 186301.44 , 207487.39 , 229803.9 , 252990.4 , 276809.84 , 301067.06 , 325613.84 , 350344.88 , 375189.2 , 400101.16 , 425052.47 , 450026.06 , 475012. , 500004.7 , 525000.94 , 549999.06 ], dtype=float32) - ULONG(nlat, nlon)float64343.5 344.8 346.1 ... 326.7 327.0
- long_name :
- array of u-grid longitudes
- units :
- degrees_east
array([[343.54038726, 344.8268904 , 346.1039482 , ..., 339.62326414, 340.93866105, 342.24434105], [341.21162274, 342.48690786, 343.75439307, ..., 337.33852291, 338.63746813, 339.92848993], [339.43939522, 340.702884 , 341.95981255, ..., 335.60940096, 336.89266458, 338.1693267 ], ..., [327.34240762, 327.68443505, 328.02570331, ..., 326.31556495, 326.65759238, 327. ], [327.31926434, 327.63815582, 327.95630284, ..., 326.36184418, 326.68073566, 327. ], [327.29502978, 327.58969684, 327.88363973, ..., 326.41030316, 326.70497022, 327. ]]) - ULAT(nlat, nlon)float64-87.53 -87.52 -87.5 ... 72.64 72.64
- long_name :
- array of u-grid latitudes
- units :
- degrees_north
array([[-87.53219215, -87.51509609, -87.49781204, ..., -87.58225575, -87.56578173, -87.5490906 ], [-87.15096924, -87.13425409, -87.11733774, ..., -87.19981607, -87.18375942, -87.16747408], [-86.76642971, -86.75003397, -86.7334281 , ..., -86.81426926, -86.79855605, -86.78260663], ..., [ 72.16065859, 72.16526223, 72.17292267, ..., 72.16526223, 72.16065859, 72.15912282], [ 72.39844829, 72.40278283, 72.40999509, ..., 72.40278283, 72.39844829, 72.39700224], [ 72.63861007, 72.64265531, 72.6493858 , ..., 72.64265531, 72.63861007, 72.6372605 ]]) - TLONG(nlat, nlon)float64341.6 342.9 344.2 ... 326.5 326.8
- long_name :
- array of t-grid longitudes
- units :
- degrees_east
array([[341.64972662, 342.93514694, 344.21196801, ..., 337.74124774, 339.05283196, 340.35564121], [341.64972662, 342.93514694, 344.21196801, ..., 337.74124774, 339.05283196, 340.35564121], [339.63298627, 340.90594116, 342.17174082, ..., 335.77093448, 337.0655021 , 338.35284741], ..., [327.17676287, 327.53009726, 327.88285816, ..., 326.11714184, 326.46990274, 326.82323713], [327.16544883, 327.49615817, 327.82630323, ..., 326.17369677, 326.50384183, 326.83455117], [327.1536079 , 327.46063974, 327.76712034, ..., 326.23287966, 326.53936026, 326.8463921 ]]) - TLAT(nlat, nlon)float64-87.73 -87.72 -87.7 ... 72.52 72.52
- long_name :
- array of t-grid latitudes
- units :
- degrees_north
array([[-87.73386371, -87.71671455, -87.69937608, ..., -87.78407581, -87.76755438, -87.75081365], [-87.3506397 , -87.33384401, -87.31684841, ..., -87.39973296, -87.38359367, -87.36722608], [-86.9674157 , -86.95097347, -86.93432074, ..., -87.01539011, -86.99963296, -86.98363851], ..., [ 72.04218407, 72.04533769, 72.0516375 , ..., 72.0516375 , 72.04533769, 72.04218407], [ 72.27887742, 72.28185793, 72.28781167, ..., 72.28781167, 72.28185793, 72.27887742], [ 72.51788946, 72.5206839 , 72.5262657 , ..., 72.5262657 , 72.5206839 , 72.51788946]]) - time(time)object6951-01-31 00:00:00 ... 7000-12-...
array([cftime.DatetimeNoLeap(6951, 1, 31, 0, 0, 0, 0, has_year_zero=True), cftime.DatetimeNoLeap(6951, 2, 28, 0, 0, 0, 0, has_year_zero=True), cftime.DatetimeNoLeap(6951, 3, 31, 0, 0, 0, 0, has_year_zero=True), ..., cftime.DatetimeNoLeap(7000, 10, 31, 0, 0, 0, 0, has_year_zero=True), cftime.DatetimeNoLeap(7000, 11, 30, 0, 0, 0, 0, has_year_zero=True), cftime.DatetimeNoLeap(7000, 12, 31, 0, 0, 0, 0, has_year_zero=True)], dtype=object)
- moc_components(moc_comp)|S256b'Eulerian Mean' ... b'Submeso'
- long_name :
- MOC component names
- units :
array([b'Eulerian Mean', b'Eddy-Induced (bolus)', b'Submeso'], dtype='|S256') - transport_components(transport_comp)|S256b'Total' ... b'Submeso Advection'
- long_name :
- T,S transport components
- units :
array([b'Total', b'Eulerian-Mean Advection', b'Eddy-Induced Advection (bolus) + Diffusion', b'Eddy-Induced (bolus) Advection', b'Submeso Advection'], dtype='|S256') - transport_regions(transport_reg)|S256b'Global Ocean - Marginal Seas'
- long_name :
- regions for all transport diagnostics
- units :
array([b'Global Ocean - Marginal Seas'], dtype='|S256')
- dz(z_t)float321e+03 1e+03 ... 2.5e+04 2.5e+04
- long_name :
- thickness of layer k
- units :
- centimeters
array([ 1000. , 1000. , 1000. , 1000. , 1000. , 1000. , 1000. , 1000. , 1000. , 1000. , 1000. , 1000. , 1000. , 1000. , 1000. , 1000. , 1019.6808, 1056.4484, 1105.9951, 1167.807 , 1242.4133, 1330.9678, 1435.141 , 1557.1259, 1699.6796, 1866.2124, 2060.9023, 2288.852 , 2556.247 , 2870.575 , 3240.8372, 3677.7725, 4194.031 , 4804.2236, 5524.7544, 6373.192 , 7366.945 , 8520.893 , 9843.658 , 11332.466 , 12967.199 , 14705.344 , 16480.709 , 18209.135 , 19802.234 , 21185.957 , 22316.51 , 23186.494 , 23819.45 , 24257.217 , 24546.78 , 24731.014 , 24844.328 , 24911.975 , 24951.291 , 24973.594 , 24985.96 , 24992.674 , 24996.244 , 24998.11 ], dtype=float32) - dzw(z_w)float32500.0 1e+03 ... 2.499e+04 2.5e+04
- long_name :
- midpoint of k to midpoint of k+1
- units :
- centimeters
array([ 500. , 1000. , 1000. , 1000. , 1000. , 1000. , 1000. , 1000. , 1000. , 1000. , 1000. , 1000. , 1000. , 1000. , 1000. , 1000. , 1009.8404, 1038.0646, 1081.2218, 1136.901 , 1205.1101, 1286.6906, 1383.0544, 1496.1334, 1628.4027, 1782.946 , 1963.5574, 2174.8772, 2422.5496, 2713.4111, 3055.706 , 3459.305 , 3935.9016, 4499.1274, 5164.489 , 5948.973 , 6870.0684, 7943.9185, 9182.275 , 10588.062 , 12149.832 , 13836.271 , 15593.026 , 17344.922 , 19005.686 , 20494.096 , 21751.234 , 22751.502 , 23502.97 , 24038.332 , 24401.998 , 24638.896 , 24787.672 , 24878.15 , 24931.633 , 24962.443 , 24979.777 , 24989.316 , 24994.459 , 24997.176 ], dtype=float32) - KMT(nlat, nlon)float640.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0
- long_name :
- k Index of Deepest Grid Cell on T Grid
array([[0., 0., 0., ..., 0., 0., 0.], [0., 0., 0., ..., 0., 0., 0.], [0., 0., 0., ..., 0., 0., 0.], ..., [0., 0., 0., ..., 0., 0., 0.], [0., 0., 0., ..., 0., 0., 0.], [0., 0., 0., ..., 0., 0., 0.]]) - KMU(nlat, nlon)float640.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0
- long_name :
- k Index of Deepest Grid Cell on U Grid
array([[0., 0., 0., ..., 0., 0., 0.], [0., 0., 0., ..., 0., 0., 0.], [0., 0., 0., ..., 0., 0., 0.], ..., [0., 0., 0., ..., 0., 0., 0.], [0., 0., 0., ..., 0., 0., 0.], [0., 0., 0., ..., 0., 0., 0.]]) - REGION_MASK(nlat, nlon)float640.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0
- long_name :
- basin index number (signed integers)
array([[0., 0., 0., ..., 0., 0., 0.], [0., 0., 0., ..., 0., 0., 0.], [0., 0., 0., ..., 0., 0., 0.], ..., [0., 0., 0., ..., 0., 0., 0.], [0., 0., 0., ..., 0., 0., 0.], [0., 0., 0., ..., 0., 0., 0.]]) - UAREA(nlat, nlon)float642.849e+12 2.85e+12 ... 3.467e+12
- long_name :
- area of U cells
- units :
- centimeter^2
array([[2.84908899e+12, 2.85037046e+12, 2.85167474e+12, ..., 2.84538578e+12, 2.84659623e+12, 2.84783077e+12], [3.21776340e+12, 3.21915120e+12, 3.22056365e+12, ..., 3.21375254e+12, 3.21506361e+12, 3.21640071e+12], [3.58543293e+12, 3.58691584e+12, 3.58842500e+12, ..., 3.58114688e+12, 3.58254796e+12, 3.58397681e+12], ..., [3.07091140e+12, 3.06955754e+12, 3.06730384e+12, ..., 3.06955754e+12, 3.07091140e+12, 3.07136295e+12], [2.85410072e+12, 2.85276825e+12, 2.85055039e+12, ..., 2.85276825e+12, 2.85410072e+12, 2.85454516e+12], [3.46565415e+12, 3.46341472e+12, 3.45980258e+12, ..., 3.46409555e+12, 3.46599484e+12, 3.46651491e+12]]) - TAREA(nlat, nlon)float643.583e+12 3.583e+12 ... 2.742e+12
- long_name :
- area of T cells
- units :
- centimeter^2
array([[3.58324052e+12, 3.58275618e+12, 3.58133194e+12, ..., 3.57903907e+12, 3.58138059e+12, 3.58278201e+12], [3.03286780e+12, 3.03419089e+12, 3.03553795e+12, ..., 3.02904677e+12, 3.03029530e+12, 3.03156912e+12], [3.40099516e+12, 3.40241807e+12, 3.40386668e+12, ..., 3.39688554e+12, 3.39822843e+12, 3.39959846e+12], ..., [3.17630203e+12, 3.17539484e+12, 3.17358204e+12, ..., 3.17358204e+12, 3.17539484e+12, 3.17630203e+12], [2.96328714e+12, 2.96239074e+12, 2.96059964e+12, ..., 2.96059964e+12, 2.96239074e+12, 2.96328714e+12], [2.74242741e+12, 2.74154913e+12, 2.73979435e+12, ..., 2.73979435e+12, 2.74154913e+12, 2.74242741e+12]]) - HU(nlat, nlon)float640.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0
- long_name :
- ocean depth at U points
- units :
- centimeter
array([[0., 0., 0., ..., 0., 0., 0.], [0., 0., 0., ..., 0., 0., 0.], [0., 0., 0., ..., 0., 0., 0.], ..., [0., 0., 0., ..., 0., 0., 0.], [0., 0., 0., ..., 0., 0., 0.], [0., 0., 0., ..., 0., 0., 0.]]) - HT(nlat, nlon)float640.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0
- long_name :
- ocean depth at T points
- units :
- centimeter
array([[0., 0., 0., ..., 0., 0., 0.], [0., 0., 0., ..., 0., 0., 0.], [0., 0., 0., ..., 0., 0., 0.], ..., [0., 0., 0., ..., 0., 0., 0.], [0., 0., 0., ..., 0., 0., 0.], [0., 0., 0., ..., 0., 0., 0.]]) - DXU(nlat, nlon)float646.465e+05 6.469e+05 ... 9.792e+05
- long_name :
- x-spacing centered at U points
- units :
- centimeters
array([[ 646507.02126612, 646852.84635811, 647204.89967088, ..., 645508.04058262, 645834.50837758, 646167.5381866 ], [ 730757.20750309, 731140.13667027, 731529.9537584 , ..., 729650.99790491, 730012.51583023, 730381.29266685], [ 814946.44076951, 815364.92496629, 815790.92761958, ..., 813737.46995494, 814132.57914021, 814535.61363834], ..., [1166419.57033794, 1165685.15330751, 1164463.49077013, ..., 1165685.15330751, 1166419.57033794, 1166664.61315421], [1073545.71146928, 1072853.44023679, 1071701.93157749, ..., 1072853.44023679, 1073545.71146928, 1073776.69673685], [ 978938.44935156, 978291.63192949, 977215.77560816, ..., 978291.63192949, 978938.44935156, 979154.27294708]]) - DYU(nlat, nlon)float644.407e+06 4.407e+06 ... 3.54e+06
- long_name :
- y-spacing centered at U points
- units :
- centimeters
array([[4406895.67090223, 4406520.70487901, 4406138.99109989, ..., 4407978.82710456, 4407624.85158124, 4407263.76039128], [4403327.62548753, 4402919.55354198, 4402504.14167522, ..., 4404506.47135781, 4404121.21511997, 4403728.22400379], [4399593.34083696, 4399153.95816919, 4398706.67557794, ..., 4400862.69805469, 4400447.85553151, 4400024.68741406], ..., [2632767.38523047, 2633264.67828413, 2634091.89420342, ..., 2633264.67828413, 2632767.38523047, 2632601.45051787], [2658574.00377428, 2659047.49082566, 2659835.07770774, ..., 2659047.49082566, 2658574.00377428, 2658416.00775415], [3540216.59786492, 3540268.16260736, 3540469.42609744, ..., 3540964.10432779, 3540564.6259157 , 3540315.35573302]]) - DXT(nlat, nlon)float648.127e+05 8.127e+05 ... 1.026e+06
- long_name :
- x-spacing centered at T points
- units :
- centimeters
array([[ 812744.97655375, 812700.49406393, 812443.98422367, ..., 811603.5493629 , 812196.12314921, 812576.83457993], [ 688451.5805192 , 688812.64825001, 689180.33477837, ..., 687409.26461398, 687749.77387355, 688097.25033426], [ 772653.28834595, 773050.35992664, 773454.70170991, ..., 771506.99084865, 771881.4770112 , 772263.61795924], ..., [1212283.72071646, 1211780.59906932, 1210775.80138605, ..., 1210775.80138605, 1211780.59906932, 1212283.72071646], [1120220.65494553, 1119744.62686169, 1118793.96668261, ..., 1118793.96668261, 1119744.62686169, 1120220.65494553], [1026465.48484196, 1026018.67597888, 1025126.3961874 , ..., 1025126.3961874 , 1026018.67597888, 1026465.48484196]]) - DYT(nlat, nlon)float644.409e+06 4.408e+06 ... 2.672e+06
- long_name :
- y-spacing centered at T points
- units :
- centimeters
array([[4408812.88140799, 4408458.2276885 , 4408097.06591094, ..., 4409836.63539766, 4409502.1974597 , 4409160.90945877], [4405346.54988552, 4404958.14809274, 4404562.63006796, ..., 4406467.76640308, 4406101.48122609, 4405727.70251375], [4401709.29960581, 4401289.03093677, 4400861.06514924, ..., 4402922.57179041, 4402526.2052517 , 4402121.73661002], ..., [2620097.89640986, 2620437.10169844, 2621114.52674802, ..., 2621114.52674802, 2620437.10169844, 2620097.89640986], [2645270.93933848, 2645594.96181616, 2646242.04573954, ..., 2646242.04573954, 2645594.96181616, 2645270.93933848], [2671719.07218995, 2672026.53278378, 2672640.52279386, ..., 2672640.52279386, 2672026.53278378, 2671719.07218995]]) - HTN(nlat, nlon)float646.463e+05 6.467e+05 ... 9.792e+05
- long_name :
- cell widths on North sides of T cell
- units :
- centimeters
array([[ 646335.68016042, 646678.36237181, 647027.3303444 , ..., 645346.46062287, 645669.62054237, 645999.39621279], [ 730567.48087798, 730946.9341282 , 731333.33921233, ..., 729472.06860509, 729829.92720473, 730195.10445572], [ 814739.09581393, 815153.78572508, 815576.0642075 , ..., 813541.91309221, 813933.02681768, 814332.13146275], ..., [1166664.61315421, 1166174.52752167, 1165195.77909335, ..., 1165195.77909335, 1166174.52752167, 1166664.61315421], [1073776.69673685, 1073314.72620171, 1072392.15427187, ..., 1072392.15427187, 1073314.72620171, 1073776.69673685], [ 979154.27294708, 978722.62575605, 977860.63810294, ..., 977860.63810294, 978722.62575605, 979154.27294708]]) - HTE(nlat, nlon)float644.409e+06 4.408e+06 ... 2.672e+06
- long_name :
- cell widths on East sides of T cell
- units :
- centimeters
array([[4408637.19668019, 4408279.25869681, 4407914.87312506, ..., 4409671.14213766, 4409333.25278175, 4408988.56613579], [4405154.14512426, 4404762.15106122, 4404363.10907471, ..., 4406286.51207145, 4405916.45038073, 4405538.95464677], [4401501.1058508 , 4401076.95602274, 4400645.17427574, ..., 4402726.43064418, 4402325.97985922, 4401917.49336082], ..., [2620182.76196201, 2620691.44143487, 2621537.61206117, ..., 2620691.44143487, 2620182.76196201, 2620013.0308577 ], [2645352.00849893, 2645837.9151334 , 2646646.17634567, ..., 2645837.9151334 , 2645352.00849893, 2645189.87017804], [2671795.99904964, 2672257.06651792, 2673023.97906981, ..., 2672257.06651792, 2671795.99904964, 2671642.14533025]]) - HUS(nlat, nlon)float646.465e+05 6.469e+05 ... 1.026e+06
- long_name :
- cell widths on South sides of U cell
- units :
- centimeters
array([[ 646507.02126612, 646852.84635811, 647204.89967088, ..., 645508.04058262, 645834.50837758, 646167.5381866 ], [ 688632.1143846 , 688996.49151419, 689367.42671464, ..., 687579.51924376, 687923.5121039 , 688274.41542673], [ 772851.8241363 , 773252.53081828, 773660.44068899, ..., 771694.23392993, 772072.54748522, 772458.4531526 ], ..., [1212032.15989289, 1211278.20022768, 1210024.00454473, ..., 1211278.20022768, 1212032.15989289, 1212283.72071646], [1119982.64090361, 1119269.29677215, 1118082.71117381, ..., 1119269.29677215, 1119982.64090361, 1120220.65494553], [1026242.08041042, 1025572.53608314, 1024458.85359283, ..., 1025572.53608314, 1026242.08041042, 1026465.48484196]]) - HUW(nlat, nlon)float644.407e+06 4.407e+06 ... 2.672e+06
- long_name :
- cell widths on West sides of U cell
- units :
- centimeters
array([[4407079.71564675, 4406708.18789062, 4406329.84798945, ..., 4408152.20090037, 4407801.8393429 , 4407444.30598626], [4403527.92474566, 4403123.58951475, 4402711.8476086 , ..., 4404695.16909675, 4404313.84323889, 4403924.71956188], [4399809.01412551, 4399373.64950307, 4398930.31687357, ..., 4401065.89173707, 4400655.2767931 , 4400236.27147279], ..., [2632684.41787417, 2633016.0317573 , 2633678.28624378, ..., 2633678.28624378, 2633016.0317573 , 2632684.41787417], [2658495.00576422, 2658810.74729997, 2659441.2842667 , ..., 2659441.2842667 , 2658810.74729997, 2658495.00576422], [2671719.07218995, 2672026.53278378, 2672640.52279386, ..., 2672640.52279386, 2672026.53278378, 2671719.07218995]]) - ANGLE(nlat, nlon)float640.2967 0.3 ... -0.03066 -2.313e-07
- long_name :
- angle grid makes with latitude line
- units :
- radians
array([[ 2.96714384e-01, 3.00018134e-01, 3.03146572e-01, ..., 2.85736738e-01, 2.89575010e-01, 2.93233807e-01], [ 2.55549016e-01, 2.58647705e-01, 2.61599990e-01, ..., 2.45368631e-01, 2.48909951e-01, 2.52303276e-01], [ 2.24117200e-01, 2.27001098e-01, 2.29760411e-01, ..., 2.14716926e-01, 2.17975118e-01, 2.21108559e-01], ..., [ 2.92784512e-02, 5.85484322e-02, 8.78014959e-02, ..., -5.85484322e-02, -2.92784512e-02, 0.00000000e+00], [ 2.99526713e-02, 5.98962891e-02, 8.98218245e-02, ..., -5.98962891e-02, -2.99526713e-02, 0.00000000e+00], [ 3.06558702e-02, 6.13020299e-02, 9.19287948e-02, ..., -6.13020299e-02, -3.06558702e-02, -2.31328230e-07]]) - ANGLET(nlat, nlon)float640.0 0.0 0.0 ... -0.04545 -0.01515
- long_name :
- angle grid makes with latitude line on T grid
- units :
- radians
array([[ 0. , 0. , 0. , ..., 0. , 0. , 0. ], [ 0.27445012, 0.27773231, 0.2808531 , ..., 0.26362557, 0.26739758, 0.27100551], [ 0.23826951, 0.24132875, 0.2442523 , ..., 0.22827469, 0.23174266, 0.23507423], ..., [ 0.01447736, 0.04342805, 0.07236641, ..., -0.07236641, -0.04342805, -0.01447741], [ 0.01480778, 0.04441896, 0.07401701, ..., -0.07401701, -0.04441896, -0.01480778], [ 0.01515208, 0.04545172, 0.07573723, ..., -0.07573723, -0.04545172, -0.01515219]]) - days_in_norm_year()timedelta64[ns]365 days
- long_name :
- Calendar Length
array(31536000000000000, dtype='timedelta64[ns]')
- grav()float64980.6
- long_name :
- Acceleration Due to Gravity
- units :
- centimeter/s^2
array(980.616)
- omega()float647.292e-05
- long_name :
- Earths Angular Velocity
- units :
- 1/second
array(7.29212352e-05)
- radius()float646.371e+08
- long_name :
- Earths Radius
- units :
- centimeters
array(6.37122e+08)
- cp_sw()float643.996e+07
- long_name :
- Specific Heat of Sea Water
- units :
- erg/g/K
array(39960000.)
- sound()float641.5e+05
- long_name :
- Speed of Sound
- units :
- centimeter/s
array(150000.)
- vonkar()float640.4
- long_name :
- von Karman Constant
array(0.4)
- cp_air()float641.005e+03
- long_name :
- Heat Capacity of Air
- units :
- joule/kg/degK
array(1004.64)
- rho_air()float641.292
- long_name :
- Ambient Air Density
- units :
- kg/m^3
array(1.29231828)
- rho_sw()float641.026
- long_name :
- Density of Sea Water
- units :
- gram/centimeter^3
array(1.026)
- rho_fw()float641.0
- long_name :
- Density of Fresh Water
- units :
- gram/centimeter^3
array(1.)
- stefan_boltzmann()float645.67e-08
- long_name :
- Stefan-Boltzmann Constant
- units :
- watt/m^2/degK^4
array(5.67e-08)
- latent_heat_vapor()float642.501e+06
- long_name :
- Latent Heat of Vaporization
- units :
- J/kg
array(2501000.)
- latent_heat_fusion()float643.337e+09
- long_name :
- Latent Heat of Fusion
- units :
- erg/g
array(3.337e+09)
- ocn_ref_salinity()float6434.7
- long_name :
- Ocean Reference Salinity
- units :
- g/kg
array(34.7)
- sea_ice_salinity()float644.0
- long_name :
- Salinity of Sea Ice
- units :
- g/kg
array(4.)
- T0_Kelvin()float64273.1
- long_name :
- Zero Point for Celsius
- units :
- degK
array(273.15)
- salt_to_ppt()float641e+03
- long_name :
- Convert Salt in gram/gram to g/kg
array(1000.)
- ppt_to_salt()float640.001
- long_name :
- Convert Salt in g/kg to gram/gram
array(0.001)
- mass_to_Sv()float641e-12
- long_name :
- Convert Mass Flux to Sverdrups
array(1.e-12)
- heat_to_PW()float644.186e-15
- long_name :
- Convert Heat Flux to Petawatts
array(4.186e-15)
- salt_to_Svppt()float641e-09
- long_name :
- Convert Salt Flux to Sverdrups*g/kg
array(1.e-09)
- salt_to_mmday()float643.154e+05
- long_name :
- Convert Salt to Water (millimeters/day)
array(315360.)
- momentum_factor()float6410.0
- long_name :
- Convert Windstress to Velocity Flux
array(10.)
- hflux_factor()float642.439e-05
- long_name :
- Convert Heat and Solar Flux to Temperature Flux
array(2.43908626e-05)
- fwflux_factor()float640.0001
- long_name :
- Convert Net Fresh Water Flux to Salt Flux (in model units)
array(0.0001)
- salinity_factor()float64-0.00347
array(-0.00347)
- sflux_factor()float640.1
- long_name :
- Convert Salt Flux to Salt Flux (in model units)
array(0.1)
- nsurface_t()float647.887e+04
- long_name :
- Number of Ocean T Points at Surface
array(78873.)
- nsurface_u()float647.669e+04
- long_name :
- Number of Ocean U Points at Surface
array(76692.)
- time_bound(time, d2)object6951-01-01 00:00:00 ... 7001-01-...
- long_name :
- boundaries for time-averaging interval
array([[cftime.DatetimeNoLeap(6951, 1, 1, 0, 0, 0, 0, has_year_zero=True), cftime.DatetimeNoLeap(6951, 2, 1, 0, 0, 0, 0, has_year_zero=True)], [cftime.DatetimeNoLeap(6951, 2, 1, 0, 0, 0, 0, has_year_zero=True), cftime.DatetimeNoLeap(6951, 3, 1, 0, 0, 0, 0, has_year_zero=True)], [cftime.DatetimeNoLeap(6951, 3, 1, 0, 0, 0, 0, has_year_zero=True), cftime.DatetimeNoLeap(6951, 4, 1, 0, 0, 0, 0, has_year_zero=True)], ..., [cftime.DatetimeNoLeap(7000, 10, 1, 0, 0, 0, 0, has_year_zero=True), cftime.DatetimeNoLeap(7000, 11, 1, 0, 0, 0, 0, has_year_zero=True)], [cftime.DatetimeNoLeap(7000, 11, 1, 0, 0, 0, 0, has_year_zero=True), cftime.DatetimeNoLeap(7000, 12, 1, 0, 0, 0, 0, has_year_zero=True)], [cftime.DatetimeNoLeap(7000, 12, 1, 0, 0, 0, 0, has_year_zero=True), cftime.DatetimeNoLeap(7001, 1, 1, 0, 0, 0, 0, has_year_zero=True)]], dtype=object) - TEMP(time, z_t, nlat, nlon)float32nan nan nan nan ... nan nan nan nan
- long_name :
- Potential Temperature
- units :
- degC
- grid_loc :
- 3111
- cell_methods :
- time: mean
array([[[[nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], ..., [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan]], [[nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], ..., [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan]], [[nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], ..., ... ..., [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan]], [[nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], ..., [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan]], [[nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], ..., [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan]]]], dtype=float32) - gw(nlat, nlon)float643.583e+12 3.583e+12 ... 2.742e+12
- long_name :
- area of T cells
- units :
- centimeter^2
array([[3.58324052e+12, 3.58275618e+12, 3.58133194e+12, ..., 3.57903907e+12, 3.58138059e+12, 3.58278201e+12], [3.03286780e+12, 3.03419089e+12, 3.03553795e+12, ..., 3.02904677e+12, 3.03029530e+12, 3.03156912e+12], [3.40099516e+12, 3.40241807e+12, 3.40386668e+12, ..., 3.39688554e+12, 3.39822843e+12, 3.39959846e+12], ..., [3.17630203e+12, 3.17539484e+12, 3.17358204e+12, ..., 3.17358204e+12, 3.17539484e+12, 3.17630203e+12], [2.96328714e+12, 2.96239074e+12, 2.96059964e+12, ..., 2.96059964e+12, 2.96239074e+12, 2.96328714e+12], [2.74242741e+12, 2.74154913e+12, 2.73979435e+12, ..., 2.73979435e+12, 2.74154913e+12, 2.74242741e+12]]) - lat(nlat, nlon)float64-87.73 -87.72 -87.7 ... 72.52 72.52
- long_name :
- array of t-grid latitudes
- units :
- degrees_north
array([[-87.73386371, -87.71671455, -87.69937608, ..., -87.78407581, -87.76755438, -87.75081365], [-87.3506397 , -87.33384401, -87.31684841, ..., -87.39973296, -87.38359367, -87.36722608], [-86.9674157 , -86.95097347, -86.93432074, ..., -87.01539011, -86.99963296, -86.98363851], ..., [ 72.04218407, 72.04533769, 72.0516375 , ..., 72.0516375 , 72.04533769, 72.04218407], [ 72.27887742, 72.28185793, 72.28781167, ..., 72.28781167, 72.28185793, 72.27887742], [ 72.51788946, 72.5206839 , 72.5262657 , ..., 72.5262657 , 72.5206839 , 72.51788946]]) - lon(nlat, nlon)float64341.6 342.9 344.2 ... 326.5 326.8
- long_name :
- array of t-grid longitudes
- units :
- degrees_east
array([[341.64972662, 342.93514694, 344.21196801, ..., 337.74124774, 339.05283196, 340.35564121], [341.64972662, 342.93514694, 344.21196801, ..., 337.74124774, 339.05283196, 340.35564121], [339.63298627, 340.90594116, 342.17174082, ..., 335.77093448, 337.0655021 , 338.35284741], ..., [327.17676287, 327.53009726, 327.88285816, ..., 326.11714184, 326.46990274, 326.82323713], [327.16544883, 327.49615817, 327.82630323, ..., 326.17369677, 326.50384183, 326.83455117], [327.1536079 , 327.46063974, 327.76712034, ..., 326.23287966, 326.53936026, 326.8463921 ]])
- z_tPandasIndex
PandasIndex(Index([ 500.0, 1500.0, 2500.0, 3500.0, 4500.0, 5500.0, 6500.0, 7500.0, 8500.0, 9500.0, 10500.0, 11500.0, 12500.0, 13500.0, 14500.0, 15500.0, 16509.83984375, 17547.904296875, 18629.126953125, 19766.02734375, 20971.138671875, 22257.828125, 23640.8828125, 25137.015625, 26765.419921875, 28548.365234375, 30511.921875, 32686.798828125, 35109.34765625, 37822.76171875, 40878.46484375, 44337.76953125, 48273.671875, 52772.80078125, 57937.2890625, 63886.26171875, 70756.328125, 78700.25, 87882.5234375, 98470.5859375, 110620.421875, 124456.6875, 140049.71875, 157394.640625, 176400.328125, 196894.421875, 218645.65625, 241397.15625, 264900.125, 288938.46875, 313340.46875, 337979.34375, 362767.03125, 387645.1875, 412576.8125, 437539.25, 462519.03125, 487508.34375, 512502.8125, 537500.0], dtype='float32', name='z_t')) - z_t_150mPandasIndex
PandasIndex(Index([ 500.0, 1500.0, 2500.0, 3500.0, 4500.0, 5500.0, 6500.0, 7500.0, 8500.0, 9500.0, 10500.0, 11500.0, 12500.0, 13500.0, 14500.0], dtype='float32', name='z_t_150m')) - z_wPandasIndex
PandasIndex(Index([ 0.0, 1000.0, 2000.0, 3000.0, 4000.0, 5000.0, 6000.0, 7000.0, 8000.0, 9000.0, 10000.0, 11000.0, 12000.0, 13000.0, 14000.0, 15000.0, 16000.0, 17019.681640625, 18076.12890625, 19182.125, 20349.931640625, 21592.34375, 22923.3125, 24358.453125, 25915.580078125, 27615.259765625, 29481.470703125, 31542.373046875, 33831.2265625, 36387.47265625, 39258.046875, 42498.88671875, 46176.65625, 50370.6875, 55174.91015625, 60699.66796875, 67072.859375, 74439.8046875, 82960.6953125, 92804.3515625, 104136.8203125, 117104.015625, 131809.359375, 148290.078125, 166499.203125, 186301.4375, 207487.390625, 229803.90625, 252990.40625, 276809.84375, 301067.0625, 325613.84375, 350344.875, 375189.1875, 400101.15625, 425052.46875, 450026.0625, 475012.0, 500004.6875, 525000.9375], dtype='float32', name='z_w')) - z_w_topPandasIndex
PandasIndex(Index([ 0.0, 1000.0, 2000.0, 3000.0, 4000.0, 5000.0, 6000.0, 7000.0, 8000.0, 9000.0, 10000.0, 11000.0, 12000.0, 13000.0, 14000.0, 15000.0, 16000.0, 17019.681640625, 18076.12890625, 19182.125, 20349.931640625, 21592.34375, 22923.3125, 24358.453125, 25915.580078125, 27615.259765625, 29481.470703125, 31542.373046875, 33831.2265625, 36387.47265625, 39258.046875, 42498.88671875, 46176.65625, 50370.6875, 55174.91015625, 60699.66796875, 67072.859375, 74439.8046875, 82960.6953125, 92804.3515625, 104136.8203125, 117104.015625, 131809.359375, 148290.078125, 166499.203125, 186301.4375, 207487.390625, 229803.90625, 252990.40625, 276809.84375, 301067.0625, 325613.84375, 350344.875, 375189.1875, 400101.15625, 425052.46875, 450026.0625, 475012.0, 500004.6875, 525000.9375], dtype='float32', name='z_w_top')) - z_w_botPandasIndex
PandasIndex(Index([ 1000.0, 2000.0, 3000.0, 4000.0, 5000.0, 6000.0, 7000.0, 8000.0, 9000.0, 10000.0, 11000.0, 12000.0, 13000.0, 14000.0, 15000.0, 16000.0, 17019.681640625, 18076.12890625, 19182.125, 20349.931640625, 21592.34375, 22923.3125, 24358.453125, 25915.580078125, 27615.259765625, 29481.470703125, 31542.373046875, 33831.2265625, 36387.47265625, 39258.046875, 42498.88671875, 46176.65625, 50370.6875, 55174.91015625, 60699.66796875, 67072.859375, 74439.8046875, 82960.6953125, 92804.3515625, 104136.8203125, 117104.015625, 131809.359375, 148290.078125, 166499.203125, 186301.4375, 207487.390625, 229803.90625, 252990.40625, 276809.84375, 301067.0625, 325613.84375, 350344.875, 375189.1875, 400101.15625, 425052.46875, 450026.0625, 475012.0, 500004.6875, 525000.9375, 549999.0625], dtype='float32', name='z_w_bot')) - lat_aux_gridPandasIndex
PandasIndex(Index([-90.0, -88.0, -86.0, -84.0, -82.0, -80.0, -78.0, -76.0, -74.0, -72.0, -70.0, -68.0, -66.0, -64.0, -62.0, -60.0, -58.0, -56.0, -54.0, -52.0, -50.0, -48.0, -46.0, -44.0, -42.0, -40.0, -38.0, -36.0, -34.0, -32.0, -30.0, -28.0, -26.0, -24.0, -22.0, -20.0, -18.0, -16.0, -14.0, -12.0, -10.0, -8.0, -6.0, -4.0, -2.0, 0.0, 2.0, 4.0, 6.0, 8.0, 10.0, 12.0, 14.0, 16.0, 18.0, 20.0, 22.0, 24.0, 26.0, 28.0, 30.0, 32.0, 34.0, 36.0, 38.0, 40.0, 42.0, 44.0, 46.0, 48.0, 50.0, 52.0, 54.0, 56.0, 58.0, 60.0, 62.0, 64.0, 66.0, 68.0, 70.0, 72.0, 74.0, 76.0, 78.0, 80.0, 82.0, 84.0, 86.0, 88.0, 90.0], dtype='float32', name='lat_aux_grid')) - moc_zPandasIndex
PandasIndex(Index([ 0.0, 1000.0, 2000.0, 3000.0, 4000.0, 5000.0, 6000.0, 7000.0, 8000.0, 9000.0, 10000.0, 11000.0, 12000.0, 13000.0, 14000.0, 15000.0, 16000.0, 17019.681640625, 18076.12890625, 19182.125, 20349.931640625, 21592.34375, 22923.3125, 24358.453125, 25915.580078125, 27615.259765625, 29481.470703125, 31542.373046875, 33831.2265625, 36387.47265625, 39258.046875, 42498.88671875, 46176.65625, 50370.6875, 55174.91015625, 60699.66796875, 67072.859375, 74439.8046875, 82960.6953125, 92804.3515625, 104136.8203125, 117104.015625, 131809.359375, 148290.078125, 166499.203125, 186301.4375, 207487.390625, 229803.90625, 252990.40625, 276809.84375, 301067.0625, 325613.84375, 350344.875, 375189.1875, 400101.15625, 425052.46875, 450026.0625, 475012.0, 500004.6875, 525000.9375, 549999.0625], dtype='float32', name='moc_z')) - timePandasIndex
PandasIndex(CFTimeIndex([6951-01-31 00:00:00, 6951-02-28 00:00:00, 6951-03-31 00:00:00, 6951-04-30 00:00:00, 6951-05-31 00:00:00, 6951-06-30 00:00:00, 6951-07-31 00:00:00, 6951-08-31 00:00:00, 6951-09-30 00:00:00, 6951-10-31 00:00:00, ... 7000-03-31 00:00:00, 7000-04-30 00:00:00, 7000-05-31 00:00:00, 7000-06-30 00:00:00, 7000-07-31 00:00:00, 7000-08-31 00:00:00, 7000-09-30 00:00:00, 7000-10-31 00:00:00, 7000-11-30 00:00:00, 7000-12-31 00:00:00], dtype='object', length=600, calendar='noleap', freq='ME'))
- title :
- b.e13.B1850C5.ne16_g16.icesm131_d18O_fixer.Miocene.3xCO2.005
- history :
- none
- Conventions :
- CF-1.0; http://www.cgd.ucar.edu/cms/eaton/netcdf/CF-current.htm
- contents :
- Diagnostic and Prognostic Variables
- source :
- CCSM POP2, the CCSM Ocean Component
- revision :
- $Id: tavg.F90 56176 2013-12-20 18:35:46Z mlevy@ucar.edu $
- calendar :
- All years have exactly 365 days.
- start_time :
- This dataset was created on 2024-04-12 at 02:06:24.5
- cell_methods :
- cell_methods = time: mean ==> the variable values are averaged over the time interval between the previous time coordinate and the current one. cell_methods absent ==> the variable values are at the time given by the current time coordinate.
- nsteps_total :
- 101471200
- tavg_sum :
- 2678399.99999999
- tavg_sum_qflux :
- 2678400.0
- path :
- /glade/campaign/univ/ubrn0018/fengzhu/CESM_output/timeseries/b.e13.B1850C5.ne16_g16.icesm131_d18O_fixer.Miocene.3xCO2.005/ocn/proc/tseries/month_1/b.e13.B1850C5.ne16_g16.icesm131_d18O_fixer.Miocene.3xCO2.005.pop.h.TEMP.695101-700012.nc
- comp :
- ocn
- grid :
- g16
[5]:
ds_rgd = ds.x.regrid(dlon=1, dlat=1)
ds_rgd['TEMP']
[5]:
<xarray.DataArray 'TEMP' (time: 600, z_t: 60, lat: 180, lon: 360)> Size: 9GB
array([[[[ nan, nan, nan, ..., nan, nan,
nan],
[ nan, nan, nan, ..., nan, nan,
nan],
[ nan, nan, nan, ..., nan, nan,
nan],
...,
[3.7859886, 3.7767754, 3.7675734, ..., 3.813611 , 3.8044376,
3.7952104],
[3.860833 , 3.8557832, 3.8507538, ..., 3.8760889, 3.8709872,
3.8659015],
[3.9156086, 3.9140687, 3.9125388, ..., 3.9204113, 3.9188278,
3.9172013]],
[[ nan, nan, nan, ..., nan, nan,
nan],
[ nan, nan, nan, ..., nan, nan,
nan],
[ nan, nan, nan, ..., nan, nan,
nan],
...
[ nan, nan, nan, ..., nan, nan,
nan],
[ nan, nan, nan, ..., nan, nan,
nan],
[ nan, nan, nan, ..., nan, nan,
nan]],
[[ nan, nan, nan, ..., nan, nan,
nan],
[ nan, nan, nan, ..., nan, nan,
nan],
[ nan, nan, nan, ..., nan, nan,
nan],
...,
[ nan, nan, nan, ..., nan, nan,
nan],
[ nan, nan, nan, ..., nan, nan,
nan],
[ nan, nan, nan, ..., nan, nan,
nan]]]], dtype=float32)
Coordinates:
* lat (lat) float64 1kB -89.5 -88.5 -87.5 -86.5 ... 86.5 87.5 88.5 89.5
* lon (lon) float64 3kB 0.5 1.5 2.5 3.5 4.5 ... 356.5 357.5 358.5 359.5
* z_t (z_t) float32 240B 500.0 1.5e+03 2.5e+03 ... 5.125e+05 5.375e+05
* time (time) object 5kB 6951-01-31 00:00:00 ... 7000-12-31 00:00:00
Attributes:
long_name: Potential Temperature
units: degC
grid_loc: 3111
cell_methods: time: meanxarray.DataArray
'TEMP'
- time: 600
- z_t: 60
- lat: 180
- lon: 360
- nan nan nan nan nan nan nan nan ... nan nan nan nan nan nan nan nan
array([[[[ nan, nan, nan, ..., nan, nan, nan], [ nan, nan, nan, ..., nan, nan, nan], [ nan, nan, nan, ..., nan, nan, nan], ..., [3.7859886, 3.7767754, 3.7675734, ..., 3.813611 , 3.8044376, 3.7952104], [3.860833 , 3.8557832, 3.8507538, ..., 3.8760889, 3.8709872, 3.8659015], [3.9156086, 3.9140687, 3.9125388, ..., 3.9204113, 3.9188278, 3.9172013]], [[ nan, nan, nan, ..., nan, nan, nan], [ nan, nan, nan, ..., nan, nan, nan], [ nan, nan, nan, ..., nan, nan, nan], ... [ nan, nan, nan, ..., nan, nan, nan], [ nan, nan, nan, ..., nan, nan, nan], [ nan, nan, nan, ..., nan, nan, nan]], [[ nan, nan, nan, ..., nan, nan, nan], [ nan, nan, nan, ..., nan, nan, nan], [ nan, nan, nan, ..., nan, nan, nan], ..., [ nan, nan, nan, ..., nan, nan, nan], [ nan, nan, nan, ..., nan, nan, nan], [ nan, nan, nan, ..., nan, nan, nan]]]], dtype=float32) - lat(lat)float64-89.5 -88.5 -87.5 ... 88.5 89.5
- bounds :
- lat_bounds
- standard_name :
- latitude
- units :
- degrees_north
array([-89.5, -88.5, -87.5, -86.5, -85.5, -84.5, -83.5, -82.5, -81.5, -80.5, -79.5, -78.5, -77.5, -76.5, -75.5, -74.5, -73.5, -72.5, -71.5, -70.5, -69.5, -68.5, -67.5, -66.5, -65.5, -64.5, -63.5, -62.5, -61.5, -60.5, -59.5, -58.5, -57.5, -56.5, -55.5, -54.5, -53.5, -52.5, -51.5, -50.5, -49.5, -48.5, -47.5, -46.5, -45.5, -44.5, -43.5, -42.5, -41.5, -40.5, -39.5, -38.5, -37.5, -36.5, -35.5, -34.5, -33.5, -32.5, -31.5, -30.5, -29.5, -28.5, -27.5, -26.5, -25.5, -24.5, -23.5, -22.5, -21.5, -20.5, -19.5, -18.5, -17.5, -16.5, -15.5, -14.5, -13.5, -12.5, -11.5, -10.5, -9.5, -8.5, -7.5, -6.5, -5.5, -4.5, -3.5, -2.5, -1.5, -0.5, 0.5, 1.5, 2.5, 3.5, 4.5, 5.5, 6.5, 7.5, 8.5, 9.5, 10.5, 11.5, 12.5, 13.5, 14.5, 15.5, 16.5, 17.5, 18.5, 19.5, 20.5, 21.5, 22.5, 23.5, 24.5, 25.5, 26.5, 27.5, 28.5, 29.5, 30.5, 31.5, 32.5, 33.5, 34.5, 35.5, 36.5, 37.5, 38.5, 39.5, 40.5, 41.5, 42.5, 43.5, 44.5, 45.5, 46.5, 47.5, 48.5, 49.5, 50.5, 51.5, 52.5, 53.5, 54.5, 55.5, 56.5, 57.5, 58.5, 59.5, 60.5, 61.5, 62.5, 63.5, 64.5, 65.5, 66.5, 67.5, 68.5, 69.5, 70.5, 71.5, 72.5, 73.5, 74.5, 75.5, 76.5, 77.5, 78.5, 79.5, 80.5, 81.5, 82.5, 83.5, 84.5, 85.5, 86.5, 87.5, 88.5, 89.5]) - lon(lon)float640.5 1.5 2.5 ... 357.5 358.5 359.5
- bounds :
- lon_bounds
- standard_name :
- longitude
- units :
- degrees_east
array([ 0.5, 1.5, 2.5, ..., 357.5, 358.5, 359.5])
- z_t(z_t)float32500.0 1.5e+03 ... 5.375e+05
- long_name :
- depth from surface to midpoint of layer
- units :
- centimeters
- positive :
- down
- valid_min :
- 500.0
- valid_max :
- 537500.0
array([5.000000e+02, 1.500000e+03, 2.500000e+03, 3.500000e+03, 4.500000e+03, 5.500000e+03, 6.500000e+03, 7.500000e+03, 8.500000e+03, 9.500000e+03, 1.050000e+04, 1.150000e+04, 1.250000e+04, 1.350000e+04, 1.450000e+04, 1.550000e+04, 1.650984e+04, 1.754790e+04, 1.862913e+04, 1.976603e+04, 2.097114e+04, 2.225783e+04, 2.364088e+04, 2.513702e+04, 2.676542e+04, 2.854837e+04, 3.051192e+04, 3.268680e+04, 3.510935e+04, 3.782276e+04, 4.087846e+04, 4.433777e+04, 4.827367e+04, 5.277280e+04, 5.793729e+04, 6.388626e+04, 7.075633e+04, 7.870025e+04, 8.788252e+04, 9.847059e+04, 1.106204e+05, 1.244567e+05, 1.400497e+05, 1.573946e+05, 1.764003e+05, 1.968944e+05, 2.186457e+05, 2.413972e+05, 2.649001e+05, 2.889385e+05, 3.133405e+05, 3.379793e+05, 3.627670e+05, 3.876452e+05, 4.125768e+05, 4.375392e+05, 4.625190e+05, 4.875083e+05, 5.125028e+05, 5.375000e+05], dtype=float32) - time(time)object6951-01-31 00:00:00 ... 7000-12-...
array([cftime.DatetimeNoLeap(6951, 1, 31, 0, 0, 0, 0, has_year_zero=True), cftime.DatetimeNoLeap(6951, 2, 28, 0, 0, 0, 0, has_year_zero=True), cftime.DatetimeNoLeap(6951, 3, 31, 0, 0, 0, 0, has_year_zero=True), ..., cftime.DatetimeNoLeap(7000, 10, 31, 0, 0, 0, 0, has_year_zero=True), cftime.DatetimeNoLeap(7000, 11, 30, 0, 0, 0, 0, has_year_zero=True), cftime.DatetimeNoLeap(7000, 12, 31, 0, 0, 0, 0, has_year_zero=True)], dtype=object)
- z_tPandasIndex
PandasIndex(Index([ 500.0, 1500.0, 2500.0, 3500.0, 4500.0, 5500.0, 6500.0, 7500.0, 8500.0, 9500.0, 10500.0, 11500.0, 12500.0, 13500.0, 14500.0, 15500.0, 16509.83984375, 17547.904296875, 18629.126953125, 19766.02734375, 20971.138671875, 22257.828125, 23640.8828125, 25137.015625, 26765.419921875, 28548.365234375, 30511.921875, 32686.798828125, 35109.34765625, 37822.76171875, 40878.46484375, 44337.76953125, 48273.671875, 52772.80078125, 57937.2890625, 63886.26171875, 70756.328125, 78700.25, 87882.5234375, 98470.5859375, 110620.421875, 124456.6875, 140049.71875, 157394.640625, 176400.328125, 196894.421875, 218645.65625, 241397.15625, 264900.125, 288938.46875, 313340.46875, 337979.34375, 362767.03125, 387645.1875, 412576.8125, 437539.25, 462519.03125, 487508.34375, 512502.8125, 537500.0], dtype='float32', name='z_t')) - timePandasIndex
PandasIndex(CFTimeIndex([6951-01-31 00:00:00, 6951-02-28 00:00:00, 6951-03-31 00:00:00, 6951-04-30 00:00:00, 6951-05-31 00:00:00, 6951-06-30 00:00:00, 6951-07-31 00:00:00, 6951-08-31 00:00:00, 6951-09-30 00:00:00, 6951-10-31 00:00:00, ... 7000-03-31 00:00:00, 7000-04-30 00:00:00, 7000-05-31 00:00:00, 7000-06-30 00:00:00, 7000-07-31 00:00:00, 7000-08-31 00:00:00, 7000-09-30 00:00:00, 7000-10-31 00:00:00, 7000-11-30 00:00:00, 7000-12-31 00:00:00], dtype='object', length=600, calendar='noleap', freq='ME')) - lonPandasIndex
PandasIndex(Index([ 0.5, 1.5, 2.5, 3.5, 4.5, 5.5, 6.5, 7.5, 8.5, 9.5, ... 350.5, 351.5, 352.5, 353.5, 354.5, 355.5, 356.5, 357.5, 358.5, 359.5], dtype='float64', name='lon', length=360)) - latPandasIndex
PandasIndex(Index([-89.5, -88.5, -87.5, -86.5, -85.5, -84.5, -83.5, -82.5, -81.5, -80.5, ... 80.5, 81.5, 82.5, 83.5, 84.5, 85.5, 86.5, 87.5, 88.5, 89.5], dtype='float64', name='lat', length=180))
- long_name :
- Potential Temperature
- units :
- degC
- grid_loc :
- 3111
- cell_methods :
- time: mean
LND#
[6]:
dirpath = '/glade/campaign/univ/ubrn0018/fengzhu/CESM_output/timeseries/b.e13.B1850C5.ne16_g16.icesm131_d18O_fixer.Miocene.3xCO2.005/lnd/proc/tseries/month_1'
fname = 'b.e13.B1850C5.ne16_g16.icesm131_d18O_fixer.Miocene.3xCO2.005.clm2.h0.QRUNOFF.695101-700012.nc'
ds = x4c.load_dataset(os.path.join(dirpath, fname), comp='lnd', grid='ne16np4', adjust_month=True)
ds
[6]:
<xarray.Dataset> Size: 34MB
Dimensions: (levgrnd: 15, levlak: 10, lndgrid: 13826, time: 600,
hist_interval: 2)
Coordinates:
* levgrnd (levgrnd) float32 60B 0.007101 0.02792 0.06226 ... 21.33 35.18
* levlak (levlak) float32 40B 0.05 0.6 2.1 4.6 ... 25.6 34.33 44.78
* time (time) object 5kB 6951-01-31 00:00:00 ... 7000-12-31 00:00:00
Dimensions without coordinates: lndgrid, hist_interval
Data variables: (12/17)
lon (lndgrid) float32 55kB nan nan nan nan ... 132.5 137.5 135.0
lat (lndgrid) float32 55kB nan nan nan nan ... 37.91 37.91 36.74
area (lndgrid) float32 55kB nan nan nan ... 5.236e+04 5.234e+04
topo (lndgrid) float32 55kB 0.0 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0
landfrac (lndgrid) float32 55kB nan nan nan ... 0.04452 0.4756 0.4246
landmask (lndgrid) float64 111kB 0.0 0.0 0.0 0.0 ... 1.0 1.0 1.0 1.0
... ...
nstep (time) int32 2kB 121765488 121766832 ... 122638512 122640000
time_bounds (time, hist_interval) object 10kB 6951-01-01 00:00:00 ... 7...
date_written (time) |S8 5kB b'04/12/24' b'04/12/24' ... b'04/12/24'
time_written (time) |S8 5kB b'02:06:22' b'02:07:47' ... b'17:43:25'
QRUNOFF (time, lndgrid) float32 33MB nan nan ... 3.79e-05 3.454e-05
gw (lndgrid) float32 55kB nan nan nan ... 5.236e+04 5.234e+04
Attributes: (12/19)
title: CLM History file information
comment: NOTE: None of the variables are wei...
Conventions: CF-1.0
history: created on 04/12/24 02:06:22
source: Community Land Model CLM4.0
hostname: derecho
... ...
PFT_physiological_constants_dataset: pft-physiology.clm40.c130424.nc
Time_constant_3Dvars_filename: ./b.e13.B1850C5.ne16_g16.icesm131_d...
Time_constant_3Dvars: ZSOI:DZSOI:WATSAT:SUCSAT:BSW:HKSAT
path: /glade/campaign/univ/ubrn0018/fengz...
comp: lnd
grid: ne16np4xarray.Dataset
- levgrnd: 15
- levlak: 10
- lndgrid: 13826
- time: 600
- hist_interval: 2
- levgrnd(levgrnd)float320.007101 0.02792 ... 21.33 35.18
- long_name :
- coordinate soil levels
- units :
- m
array([7.100635e-03, 2.792500e-02, 6.225858e-02, 1.188651e-01, 2.121934e-01, 3.660658e-01, 6.197585e-01, 1.038027e+00, 1.727635e+00, 2.864607e+00, 4.739157e+00, 7.829766e+00, 1.292532e+01, 2.132647e+01, 3.517762e+01], dtype=float32) - levlak(levlak)float320.05 0.6 2.1 ... 25.6 34.33 44.78
- long_name :
- coordinate lake levels
- units :
- m
array([ 0.05 , 0.6 , 2.1 , 4.6 , 8.1 , 12.6 , 18.6 , 25.6 , 34.325, 44.775], dtype=float32) - time(time)object6951-01-31 00:00:00 ... 7000-12-...
array([cftime.DatetimeNoLeap(6951, 1, 31, 0, 0, 0, 0, has_year_zero=True), cftime.DatetimeNoLeap(6951, 2, 28, 0, 0, 0, 0, has_year_zero=True), cftime.DatetimeNoLeap(6951, 3, 31, 0, 0, 0, 0, has_year_zero=True), ..., cftime.DatetimeNoLeap(7000, 10, 31, 0, 0, 0, 0, has_year_zero=True), cftime.DatetimeNoLeap(7000, 11, 30, 0, 0, 0, 0, has_year_zero=True), cftime.DatetimeNoLeap(7000, 12, 31, 0, 0, 0, 0, has_year_zero=True)], dtype=object)
- lon(lndgrid)float32nan nan nan ... 132.5 137.5 135.0
- long_name :
- coordinate longitude
- units :
- degrees_east
array([ nan, nan, nan, ..., 132.4747, 137.5253, 135. ], dtype=float32) - lat(lndgrid)float32nan nan nan ... 37.91 37.91 36.74
- long_name :
- coordinate latitude
- units :
- degrees_north
array([ nan, nan, nan, ..., 37.908978, 37.908978, 36.743603], dtype=float32) - area(lndgrid)float32nan nan nan ... 5.236e+04 5.234e+04
- long_name :
- grid cell areas
- units :
- km^2
array([ nan, nan, nan, ..., 52359.95 , 52359.95 , 52337.957], dtype=float32) - topo(lndgrid)float320.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0
- long_name :
- grid cell topography
- units :
- m
array([0., 0., 0., ..., 0., 0., 0.], dtype=float32)
- landfrac(lndgrid)float32nan nan nan ... 0.4756 0.4246
- long_name :
- land fraction
array([ nan, nan, nan, ..., 0.04452207, 0.47564578, 0.42464903], dtype=float32) - landmask(lndgrid)float640.0 0.0 0.0 0.0 ... 1.0 1.0 1.0 1.0
- long_name :
- land/ocean mask (0.=ocean and 1.=land)
array([0., 0., 0., ..., 1., 1., 1.])
- pftmask(lndgrid)float640.0 0.0 0.0 0.0 ... 1.0 1.0 1.0 1.0
- long_name :
- pft real/fake mask (0.=fake and 1.=real)
array([0., 0., 0., ..., 1., 1., 1.])
- mcdate(time)int3269510201 69510301 ... 70010101
- long_name :
- current date (YYYYMMDD)
array([69510201, 69510301, 69510401, 69510501, 69510601, 69510701, 69510801, 69510901, 69511001, 69511101, 69511201, 69520101, 69520201, 69520301, 69520401, 69520501, 69520601, 69520701, 69520801, 69520901, 69521001, 69521101, 69521201, 69530101, 69530201, 69530301, 69530401, 69530501, 69530601, 69530701, 69530801, 69530901, 69531001, 69531101, 69531201, 69540101, 69540201, 69540301, 69540401, 69540501, 69540601, 69540701, 69540801, 69540901, 69541001, 69541101, 69541201, 69550101, 69550201, 69550301, 69550401, 69550501, 69550601, 69550701, 69550801, 69550901, 69551001, 69551101, 69551201, 69560101, 69560201, 69560301, 69560401, 69560501, 69560601, 69560701, 69560801, 69560901, 69561001, 69561101, 69561201, 69570101, 69570201, 69570301, 69570401, 69570501, 69570601, 69570701, 69570801, 69570901, 69571001, 69571101, 69571201, 69580101, 69580201, 69580301, 69580401, 69580501, 69580601, 69580701, 69580801, 69580901, 69581001, 69581101, 69581201, 69590101, 69590201, 69590301, 69590401, 69590501, 69590601, 69590701, 69590801, 69590901, 69591001, 69591101, 69591201, 69600101, 69600201, 69600301, 69600401, 69600501, 69600601, 69600701, 69600801, 69600901, 69601001, 69601101, 69601201, 69610101, ... 69910801, 69910901, 69911001, 69911101, 69911201, 69920101, 69920201, 69920301, 69920401, 69920501, 69920601, 69920701, 69920801, 69920901, 69921001, 69921101, 69921201, 69930101, 69930201, 69930301, 69930401, 69930501, 69930601, 69930701, 69930801, 69930901, 69931001, 69931101, 69931201, 69940101, 69940201, 69940301, 69940401, 69940501, 69940601, 69940701, 69940801, 69940901, 69941001, 69941101, 69941201, 69950101, 69950201, 69950301, 69950401, 69950501, 69950601, 69950701, 69950801, 69950901, 69951001, 69951101, 69951201, 69960101, 69960201, 69960301, 69960401, 69960501, 69960601, 69960701, 69960801, 69960901, 69961001, 69961101, 69961201, 69970101, 69970201, 69970301, 69970401, 69970501, 69970601, 69970701, 69970801, 69970901, 69971001, 69971101, 69971201, 69980101, 69980201, 69980301, 69980401, 69980501, 69980601, 69980701, 69980801, 69980901, 69981001, 69981101, 69981201, 69990101, 69990201, 69990301, 69990401, 69990501, 69990601, 69990701, 69990801, 69990901, 69991001, 69991101, 69991201, 70000101, 70000201, 70000301, 70000401, 70000501, 70000601, 70000701, 70000801, 70000901, 70001001, 70001101, 70001201, 70010101], dtype=int32) - mcsec(time)int320 0 0 0 0 0 0 0 ... 0 0 0 0 0 0 0 0
- long_name :
- current seconds of current date
- units :
- s
array([0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], dtype=int32) - mdcur(time)int322536781 2536809 ... 2554969 2555000
- long_name :
- current day (from base day)
array([2536781, 2536809, 2536840, 2536870, 2536901, 2536931, 2536962, 2536993, 2537023, 2537054, 2537084, 2537115, 2537146, 2537174, 2537205, 2537235, 2537266, 2537296, 2537327, 2537358, 2537388, 2537419, 2537449, 2537480, 2537511, 2537539, 2537570, 2537600, 2537631, 2537661, 2537692, 2537723, 2537753, 2537784, 2537814, 2537845, 2537876, 2537904, 2537935, 2537965, 2537996, 2538026, 2538057, 2538088, 2538118, 2538149, 2538179, 2538210, 2538241, 2538269, 2538300, 2538330, 2538361, 2538391, 2538422, 2538453, 2538483, 2538514, 2538544, 2538575, 2538606, 2538634, 2538665, 2538695, 2538726, 2538756, 2538787, 2538818, 2538848, 2538879, 2538909, 2538940, 2538971, 2538999, 2539030, 2539060, 2539091, 2539121, 2539152, 2539183, 2539213, 2539244, 2539274, 2539305, 2539336, 2539364, 2539395, 2539425, 2539456, 2539486, 2539517, 2539548, 2539578, 2539609, 2539639, 2539670, 2539701, 2539729, 2539760, 2539790, 2539821, 2539851, 2539882, 2539913, 2539943, 2539974, 2540004, 2540035, 2540066, 2540094, 2540125, 2540155, 2540186, 2540216, 2540247, 2540278, 2540308, 2540339, 2540369, 2540400, 2540431, 2540459, 2540490, 2540520, 2540551, 2540581, 2540612, 2540643, 2540673, 2540704, 2540734, 2540765, 2540796, 2540824, 2540855, 2540885, 2540916, 2540946, 2540977, 2541008, ... 2550832, 2550863, 2550893, 2550924, 2550954, 2550985, 2551016, 2551044, 2551075, 2551105, 2551136, 2551166, 2551197, 2551228, 2551258, 2551289, 2551319, 2551350, 2551381, 2551409, 2551440, 2551470, 2551501, 2551531, 2551562, 2551593, 2551623, 2551654, 2551684, 2551715, 2551746, 2551774, 2551805, 2551835, 2551866, 2551896, 2551927, 2551958, 2551988, 2552019, 2552049, 2552080, 2552111, 2552139, 2552170, 2552200, 2552231, 2552261, 2552292, 2552323, 2552353, 2552384, 2552414, 2552445, 2552476, 2552504, 2552535, 2552565, 2552596, 2552626, 2552657, 2552688, 2552718, 2552749, 2552779, 2552810, 2552841, 2552869, 2552900, 2552930, 2552961, 2552991, 2553022, 2553053, 2553083, 2553114, 2553144, 2553175, 2553206, 2553234, 2553265, 2553295, 2553326, 2553356, 2553387, 2553418, 2553448, 2553479, 2553509, 2553540, 2553571, 2553599, 2553630, 2553660, 2553691, 2553721, 2553752, 2553783, 2553813, 2553844, 2553874, 2553905, 2553936, 2553964, 2553995, 2554025, 2554056, 2554086, 2554117, 2554148, 2554178, 2554209, 2554239, 2554270, 2554301, 2554329, 2554360, 2554390, 2554421, 2554451, 2554482, 2554513, 2554543, 2554574, 2554604, 2554635, 2554666, 2554694, 2554725, 2554755, 2554786, 2554816, 2554847, 2554878, 2554908, 2554939, 2554969, 2555000], dtype=int32) - mscur(time)int320 0 0 0 0 0 0 0 ... 0 0 0 0 0 0 0 0
- long_name :
- current seconds of current day
array([0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], dtype=int32) - nstep(time)int32121765488 121766832 ... 122640000
- long_name :
- time step
array([121765488, 121766832, 121768320, 121769760, 121771248, 121772688, 121774176, 121775664, 121777104, 121778592, 121780032, 121781520, 121783008, 121784352, 121785840, 121787280, 121788768, 121790208, 121791696, 121793184, 121794624, 121796112, 121797552, 121799040, 121800528, 121801872, 121803360, 121804800, 121806288, 121807728, 121809216, 121810704, 121812144, 121813632, 121815072, 121816560, 121818048, 121819392, 121820880, 121822320, 121823808, 121825248, 121826736, 121828224, 121829664, 121831152, 121832592, 121834080, 121835568, 121836912, 121838400, 121839840, 121841328, 121842768, 121844256, 121845744, 121847184, 121848672, 121850112, 121851600, 121853088, 121854432, 121855920, 121857360, 121858848, 121860288, 121861776, 121863264, 121864704, 121866192, 121867632, 121869120, 121870608, 121871952, 121873440, 121874880, 121876368, 121877808, 121879296, 121880784, 121882224, 121883712, 121885152, 121886640, 121888128, 121889472, 121890960, 121892400, 121893888, 121895328, 121896816, 121898304, 121899744, 121901232, 121902672, 121904160, 121905648, 121906992, 121908480, 121909920, 121911408, 121912848, 121914336, 121915824, 121917264, 121918752, 121920192, 121921680, 121923168, 121924512, 121926000, 121927440, 121928928, 121930368, 121931856, 121933344, 121934784, 121936272, 121937712, 121939200, ... 122474976, 122476464, 122477904, 122479392, 122480832, 122482320, 122483808, 122485152, 122486640, 122488080, 122489568, 122491008, 122492496, 122493984, 122495424, 122496912, 122498352, 122499840, 122501328, 122502672, 122504160, 122505600, 122507088, 122508528, 122510016, 122511504, 122512944, 122514432, 122515872, 122517360, 122518848, 122520192, 122521680, 122523120, 122524608, 122526048, 122527536, 122529024, 122530464, 122531952, 122533392, 122534880, 122536368, 122537712, 122539200, 122540640, 122542128, 122543568, 122545056, 122546544, 122547984, 122549472, 122550912, 122552400, 122553888, 122555232, 122556720, 122558160, 122559648, 122561088, 122562576, 122564064, 122565504, 122566992, 122568432, 122569920, 122571408, 122572752, 122574240, 122575680, 122577168, 122578608, 122580096, 122581584, 122583024, 122584512, 122585952, 122587440, 122588928, 122590272, 122591760, 122593200, 122594688, 122596128, 122597616, 122599104, 122600544, 122602032, 122603472, 122604960, 122606448, 122607792, 122609280, 122610720, 122612208, 122613648, 122615136, 122616624, 122618064, 122619552, 122620992, 122622480, 122623968, 122625312, 122626800, 122628240, 122629728, 122631168, 122632656, 122634144, 122635584, 122637072, 122638512, 122640000], dtype=int32) - time_bounds(time, hist_interval)object6951-01-01 00:00:00 ... 7001-01-...
- long_name :
- history time interval endpoints
array([[cftime.DatetimeNoLeap(6951, 1, 1, 0, 0, 0, 0, has_year_zero=True), cftime.DatetimeNoLeap(6951, 2, 1, 0, 0, 0, 0, has_year_zero=True)], [cftime.DatetimeNoLeap(6951, 2, 1, 0, 0, 0, 0, has_year_zero=True), cftime.DatetimeNoLeap(6951, 3, 1, 0, 0, 0, 0, has_year_zero=True)], [cftime.DatetimeNoLeap(6951, 3, 1, 0, 0, 0, 0, has_year_zero=True), cftime.DatetimeNoLeap(6951, 4, 1, 0, 0, 0, 0, has_year_zero=True)], ..., [cftime.DatetimeNoLeap(7000, 10, 1, 0, 0, 0, 0, has_year_zero=True), cftime.DatetimeNoLeap(7000, 11, 1, 0, 0, 0, 0, has_year_zero=True)], [cftime.DatetimeNoLeap(7000, 11, 1, 0, 0, 0, 0, has_year_zero=True), cftime.DatetimeNoLeap(7000, 12, 1, 0, 0, 0, 0, has_year_zero=True)], [cftime.DatetimeNoLeap(7000, 12, 1, 0, 0, 0, 0, has_year_zero=True), cftime.DatetimeNoLeap(7001, 1, 1, 0, 0, 0, 0, has_year_zero=True)]], dtype=object) - date_written(time)|S8b'04/12/24' ... b'04/12/24'
array([b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', ... b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24', b'04/12/24'], dtype='|S8') - time_written(time)|S8b'02:06:22' ... b'17:43:25'
array([b'02:06:22', b'02:07:47', b'02:09:19', b'02:10:50', b'02:12:23', b'02:13:54', b'02:15:27', b'02:16:59', b'02:18:29', b'02:20:03', b'02:21:32', b'02:23:05', b'02:24:38', b'02:26:02', b'02:27:36', b'02:29:05', b'02:30:39', b'02:32:09', b'02:33:41', b'02:35:13', b'02:36:43', b'02:38:14', b'02:39:43', b'02:41:15', b'02:42:48', b'02:44:11', b'02:45:44', b'02:47:13', b'02:48:45', b'02:50:14', b'02:51:48', b'02:53:20', b'02:54:49', b'02:56:23', b'02:57:53', b'02:59:24', b'03:00:56', b'03:02:21', b'03:03:53', b'03:05:22', b'03:06:54', b'03:08:23', b'03:09:55', b'03:11:27', b'03:12:57', b'03:14:29', b'03:15:58', b'03:17:30', b'03:19:02', b'03:20:25', b'03:21:57', b'03:23:27', b'03:24:59', b'03:26:28', b'03:28:00', b'03:29:33', b'03:31:02', b'03:32:35', b'03:34:04', b'03:35:36', b'03:37:08', b'03:38:32', b'03:40:04', b'03:41:34', b'03:43:08', b'03:44:38', b'03:46:10', b'03:47:43', b'03:49:13', b'03:50:44', b'03:52:14', b'03:53:47', b'03:55:19', b'03:56:44', b'03:58:17', b'03:59:47', b'04:01:19', b'04:02:49', b'04:04:22', b'04:05:54', b'04:07:23', b'04:08:56', b'04:10:26', b'04:11:59', b'04:13:31', b'04:14:54', b'04:16:27', b'04:17:56', b'04:19:29', b'04:20:58', b'04:22:30', b'04:24:03', b'04:25:32', b'04:27:07', b'04:28:38', b'04:30:10', b'04:31:42', b'04:33:06', b'04:34:39', b'04:36:10', ... b'15:20:27', b'15:22:00', b'15:23:30', b'15:25:03', b'15:26:32', b'15:28:05', b'15:29:38', b'15:31:07', b'15:32:40', b'15:34:09', b'15:35:41', b'15:37:13', b'15:38:38', b'15:40:10', b'15:41:39', b'15:43:13', b'15:44:43', b'15:46:16', b'15:47:48', b'15:49:18', b'15:50:51', b'15:52:21', b'15:53:54', b'15:55:26', b'15:56:51', b'15:58:23', b'15:59:54', b'16:01:26', b'16:02:56', b'16:04:29', b'16:06:02', b'16:07:32', b'16:09:05', b'16:10:35', b'16:12:08', b'16:13:41', b'16:15:05', b'16:16:37', b'16:18:07', b'16:19:40', b'16:21:09', b'16:22:41', b'16:24:14', b'16:25:45', b'16:27:18', b'16:28:49', b'16:30:21', b'16:31:53', b'16:33:19', b'16:34:52', b'16:36:21', b'16:37:53', b'16:39:23', b'16:40:55', b'16:42:28', b'16:43:57', b'16:45:31', b'16:47:00', b'16:48:34', b'16:50:07', b'16:51:31', b'16:53:03', b'16:54:33', b'16:56:08', b'16:57:38', b'16:59:11', b'17:00:44', b'17:02:16', b'17:03:49', b'17:05:18', b'17:06:51', b'17:08:23', b'17:09:47', b'17:11:20', b'17:12:50', b'17:14:23', b'17:15:55', b'17:17:27', b'17:19:00', b'17:20:32', b'17:22:05', b'17:23:34', b'17:25:08', b'17:26:42', b'17:28:06', b'17:29:39', b'17:31:08', b'17:32:41', b'17:34:12', b'17:35:44', b'17:37:17', b'17:38:46', b'17:40:19', b'17:41:50', b'17:43:25'], dtype='|S8') - QRUNOFF(time, lndgrid)float32nan nan nan ... 3.79e-05 3.454e-05
- long_name :
- total liquid runoff (does not include QSNWCPICE)
- units :
- mm/s
- cell_methods :
- time: mean
array([[ nan, nan, nan, ..., 4.8158177e-05, 4.4816112e-05, 5.4698383e-05], [ nan, nan, nan, ..., 4.7042970e-05, 4.0073974e-05, 5.2024869e-05], [ nan, nan, nan, ..., 4.4774992e-05, 4.4374112e-05, 4.9817980e-05], ..., [ nan, nan, nan, ..., 1.4404264e-05, 1.8953084e-05, 1.8529237e-05], [ nan, nan, nan, ..., 2.4411491e-05, 2.5982046e-05, 2.5848931e-05], [ nan, nan, nan, ..., 3.2877149e-05, 3.7897495e-05, 3.4539822e-05]], dtype=float32) - gw(lndgrid)float32nan nan nan ... 5.236e+04 5.234e+04
- long_name :
- grid cell areas
- units :
- km^2
array([ nan, nan, nan, ..., 52359.95 , 52359.95 , 52337.957], dtype=float32)
- levgrndPandasIndex
PandasIndex(Index([0.0071006352081894875, 0.027924999594688416, 0.06225857511162758, 0.11886506527662277, 0.21219339966773987, 0.3660658001899719, 0.6197584867477417, 1.038027048110962, 1.7276352643966675, 2.864607095718384, 4.739156723022461, 7.829766273498535, 12.925320625305176, 21.32646942138672, 35.17761993408203], dtype='float32', name='levgrnd')) - levlakPandasIndex
PandasIndex(Index([0.05000000074505806, 0.6000000238418579, 2.0999999046325684, 4.599999904632568, 8.100000381469727, 12.600000381469727, 18.600000381469727, 25.600000381469727, 34.32500076293945, 44.775001525878906], dtype='float32', name='levlak')) - timePandasIndex
PandasIndex(CFTimeIndex([6951-01-31 00:00:00, 6951-02-28 00:00:00, 6951-03-31 00:00:00, 6951-04-30 00:00:00, 6951-05-31 00:00:00, 6951-06-30 00:00:00, 6951-07-31 00:00:00, 6951-08-31 00:00:00, 6951-09-30 00:00:00, 6951-10-31 00:00:00, ... 7000-03-31 00:00:00, 7000-04-30 00:00:00, 7000-05-31 00:00:00, 7000-06-30 00:00:00, 7000-07-31 00:00:00, 7000-08-31 00:00:00, 7000-09-30 00:00:00, 7000-10-31 00:00:00, 7000-11-30 00:00:00, 7000-12-31 00:00:00], dtype='object', length=600, calendar='noleap', freq='ME'))
- title :
- CLM History file information
- comment :
- NOTE: None of the variables are weighted by land fraction!
- Conventions :
- CF-1.0
- history :
- created on 04/12/24 02:06:22
- source :
- Community Land Model CLM4.0
- hostname :
- derecho
- username :
- fengzhu
- version :
- iCESM1.3.1
- revision_id :
- $Id: histFileMod.F90 71490 2015-07-03 04:19:59Z erik $
- case_title :
- UNSET
- case_id :
- b.e13.B1850C5.ne16_g16.icesm131_d18O_fixer.Miocene.3xCO2.005
- Surface_dataset :
- surfdata_ne16_Miocene_c231122.nc
- Initial_conditions_dataset :
- b.e13.B1850C5.ne16_g16.icesm131_d18O_fixer.PI.tuning.110.clm2.r.0361-01-01-00000.nc
- PFT_physiological_constants_dataset :
- pft-physiology.clm40.c130424.nc
- Time_constant_3Dvars_filename :
- ./b.e13.B1850C5.ne16_g16.icesm131_d18O_fixer.Miocene.3xCO2.005.clm2.h0.6941-01.nc
- Time_constant_3Dvars :
- ZSOI:DZSOI:WATSAT:SUCSAT:BSW:HKSAT
- path :
- /glade/campaign/univ/ubrn0018/fengzhu/CESM_output/timeseries/b.e13.B1850C5.ne16_g16.icesm131_d18O_fixer.Miocene.3xCO2.005/lnd/proc/tseries/month_1/b.e13.B1850C5.ne16_g16.icesm131_d18O_fixer.Miocene.3xCO2.005.clm2.h0.QRUNOFF.695101-700012.nc
- comp :
- lnd
- grid :
- ne16np4
[7]:
ds_rgd = ds.x.regrid(dlon=1, dlat=1)
ds_rgd['QRUNOFF']
[7]:
<xarray.DataArray 'QRUNOFF' (time: 600, lat: 180, lon: 360)> Size: 156MB
array([[[8.0630916e-06, 8.0608379e-06, 8.0563250e-06, ...,
8.0563250e-06, 8.0608379e-06, 8.0630916e-06],
[1.1760803e-05, 1.1760803e-05, 1.1760803e-05, ...,
1.1760803e-05, 1.1760803e-05, 1.1760803e-05],
[6.8952781e-05, 6.8699723e-05, 6.8192989e-05, ...,
6.8192989e-05, 6.8699723e-05, 6.8952781e-05],
...,
[ nan, nan, nan, ...,
nan, nan, nan],
[ nan, nan, nan, ...,
nan, nan, nan],
[ nan, nan, nan, ...,
nan, nan, nan]],
[[3.0942724e-06, 3.0934100e-06, 3.0916829e-06, ...,
3.0916829e-06, 3.0934100e-06, 3.0942724e-06],
[4.5093566e-06, 4.5093566e-06, 4.5093566e-06, ...,
4.5093566e-06, 4.5093566e-06, 4.5093566e-06],
[1.0732543e-05, 1.0705007e-05, 1.0649868e-05, ...,
1.0649868e-05, 1.0705007e-05, 1.0732543e-05],
...
[ nan, nan, nan, ...,
nan, nan, nan],
[ nan, nan, nan, ...,
nan, nan, nan],
[ nan, nan, nan, ...,
nan, nan, nan]],
[[2.9342958e-05, 2.9340315e-05, 2.9335019e-05, ...,
2.9335019e-05, 2.9340315e-05, 2.9342958e-05],
[3.3681834e-05, 3.3681834e-05, 3.3681834e-05, ...,
3.3681834e-05, 3.3681834e-05, 3.3681834e-05],
[3.3989618e-05, 3.3988257e-05, 3.3985529e-05, ...,
3.3985529e-05, 3.3988257e-05, 3.3989618e-05],
...,
[ nan, nan, nan, ...,
nan, nan, nan],
[ nan, nan, nan, ...,
nan, nan, nan],
[ nan, nan, nan, ...,
nan, nan, nan]]], dtype=float32)
Coordinates:
* time (time) object 5kB 6951-01-31 00:00:00 ... 7000-12-31 00:00:00
* lon (lon) float64 3kB 0.5 1.5 2.5 3.5 4.5 ... 356.5 357.5 358.5 359.5
* lat (lat) float64 1kB -89.5 -88.5 -87.5 -86.5 ... 86.5 87.5 88.5 89.5
Attributes:
long_name: total liquid runoff (does not include QSNWCPICE)
units: mm/s
cell_methods: time: meanxarray.DataArray
'QRUNOFF'
- time: 600
- lat: 180
- lon: 360
- 8.063e-06 8.061e-06 8.056e-06 8.05e-06 8.04e-06 ... nan nan nan nan
array([[[8.0630916e-06, 8.0608379e-06, 8.0563250e-06, ..., 8.0563250e-06, 8.0608379e-06, 8.0630916e-06], [1.1760803e-05, 1.1760803e-05, 1.1760803e-05, ..., 1.1760803e-05, 1.1760803e-05, 1.1760803e-05], [6.8952781e-05, 6.8699723e-05, 6.8192989e-05, ..., 6.8192989e-05, 6.8699723e-05, 6.8952781e-05], ..., [ nan, nan, nan, ..., nan, nan, nan], [ nan, nan, nan, ..., nan, nan, nan], [ nan, nan, nan, ..., nan, nan, nan]], [[3.0942724e-06, 3.0934100e-06, 3.0916829e-06, ..., 3.0916829e-06, 3.0934100e-06, 3.0942724e-06], [4.5093566e-06, 4.5093566e-06, 4.5093566e-06, ..., 4.5093566e-06, 4.5093566e-06, 4.5093566e-06], [1.0732543e-05, 1.0705007e-05, 1.0649868e-05, ..., 1.0649868e-05, 1.0705007e-05, 1.0732543e-05], ... [ nan, nan, nan, ..., nan, nan, nan], [ nan, nan, nan, ..., nan, nan, nan], [ nan, nan, nan, ..., nan, nan, nan]], [[2.9342958e-05, 2.9340315e-05, 2.9335019e-05, ..., 2.9335019e-05, 2.9340315e-05, 2.9342958e-05], [3.3681834e-05, 3.3681834e-05, 3.3681834e-05, ..., 3.3681834e-05, 3.3681834e-05, 3.3681834e-05], [3.3989618e-05, 3.3988257e-05, 3.3985529e-05, ..., 3.3985529e-05, 3.3988257e-05, 3.3989618e-05], ..., [ nan, nan, nan, ..., nan, nan, nan], [ nan, nan, nan, ..., nan, nan, nan], [ nan, nan, nan, ..., nan, nan, nan]]], dtype=float32) - time(time)object6951-01-31 00:00:00 ... 7000-12-...
array([cftime.DatetimeNoLeap(6951, 1, 31, 0, 0, 0, 0, has_year_zero=True), cftime.DatetimeNoLeap(6951, 2, 28, 0, 0, 0, 0, has_year_zero=True), cftime.DatetimeNoLeap(6951, 3, 31, 0, 0, 0, 0, has_year_zero=True), ..., cftime.DatetimeNoLeap(7000, 10, 31, 0, 0, 0, 0, has_year_zero=True), cftime.DatetimeNoLeap(7000, 11, 30, 0, 0, 0, 0, has_year_zero=True), cftime.DatetimeNoLeap(7000, 12, 31, 0, 0, 0, 0, has_year_zero=True)], dtype=object) - lon(lon)float640.5 1.5 2.5 ... 357.5 358.5 359.5
array([ 0.5, 1.5, 2.5, ..., 357.5, 358.5, 359.5])
- lat(lat)float64-89.5 -88.5 -87.5 ... 88.5 89.5
array([-89.5, -88.5, -87.5, -86.5, -85.5, -84.5, -83.5, -82.5, -81.5, -80.5, -79.5, -78.5, -77.5, -76.5, -75.5, -74.5, -73.5, -72.5, -71.5, -70.5, -69.5, -68.5, -67.5, -66.5, -65.5, -64.5, -63.5, -62.5, -61.5, -60.5, -59.5, -58.5, -57.5, -56.5, -55.5, -54.5, -53.5, -52.5, -51.5, -50.5, -49.5, -48.5, -47.5, -46.5, -45.5, -44.5, -43.5, -42.5, -41.5, -40.5, -39.5, -38.5, -37.5, -36.5, -35.5, -34.5, -33.5, -32.5, -31.5, -30.5, -29.5, -28.5, -27.5, -26.5, -25.5, -24.5, -23.5, -22.5, -21.5, -20.5, -19.5, -18.5, -17.5, -16.5, -15.5, -14.5, -13.5, -12.5, -11.5, -10.5, -9.5, -8.5, -7.5, -6.5, -5.5, -4.5, -3.5, -2.5, -1.5, -0.5, 0.5, 1.5, 2.5, 3.5, 4.5, 5.5, 6.5, 7.5, 8.5, 9.5, 10.5, 11.5, 12.5, 13.5, 14.5, 15.5, 16.5, 17.5, 18.5, 19.5, 20.5, 21.5, 22.5, 23.5, 24.5, 25.5, 26.5, 27.5, 28.5, 29.5, 30.5, 31.5, 32.5, 33.5, 34.5, 35.5, 36.5, 37.5, 38.5, 39.5, 40.5, 41.5, 42.5, 43.5, 44.5, 45.5, 46.5, 47.5, 48.5, 49.5, 50.5, 51.5, 52.5, 53.5, 54.5, 55.5, 56.5, 57.5, 58.5, 59.5, 60.5, 61.5, 62.5, 63.5, 64.5, 65.5, 66.5, 67.5, 68.5, 69.5, 70.5, 71.5, 72.5, 73.5, 74.5, 75.5, 76.5, 77.5, 78.5, 79.5, 80.5, 81.5, 82.5, 83.5, 84.5, 85.5, 86.5, 87.5, 88.5, 89.5])
- timePandasIndex
PandasIndex(CFTimeIndex([6951-01-31 00:00:00, 6951-02-28 00:00:00, 6951-03-31 00:00:00, 6951-04-30 00:00:00, 6951-05-31 00:00:00, 6951-06-30 00:00:00, 6951-07-31 00:00:00, 6951-08-31 00:00:00, 6951-09-30 00:00:00, 6951-10-31 00:00:00, ... 7000-03-31 00:00:00, 7000-04-30 00:00:00, 7000-05-31 00:00:00, 7000-06-30 00:00:00, 7000-07-31 00:00:00, 7000-08-31 00:00:00, 7000-09-30 00:00:00, 7000-10-31 00:00:00, 7000-11-30 00:00:00, 7000-12-31 00:00:00], dtype='object', length=600, calendar='noleap', freq='ME')) - lonPandasIndex
PandasIndex(Index([ 0.5, 1.5, 2.5, 3.5, 4.5, 5.5, 6.5, 7.5, 8.5, 9.5, ... 350.5, 351.5, 352.5, 353.5, 354.5, 355.5, 356.5, 357.5, 358.5, 359.5], dtype='float64', name='lon', length=360)) - latPandasIndex
PandasIndex(Index([-89.5, -88.5, -87.5, -86.5, -85.5, -84.5, -83.5, -82.5, -81.5, -80.5, ... 80.5, 81.5, 82.5, 83.5, 84.5, 85.5, 86.5, 87.5, 88.5, 89.5], dtype='float64', name='lat', length=180))
- long_name :
- total liquid runoff (does not include QSNWCPICE)
- units :
- mm/s
- cell_methods :
- time: mean
ICE#
[8]:
dirpath = '/glade/campaign/univ/ubrn0018/fengzhu/CESM_output/timeseries/b.e13.B1850C5.ne16_g16.icesm131_d18O_fixer.Miocene.3xCO2.005/ice/proc/tseries/month_1'
fname = 'b.e13.B1850C5.ne16_g16.icesm131_d18O_fixer.Miocene.3xCO2.005.cice.h.hi.695101-700012.nc'
ds = x4c.load_dataset(os.path.join(dirpath, fname), comp='ice', grid='g16', adjust_month=True)
ds
[8]:
<xarray.Dataset> Size: 312MB
Dimensions: (nj: 384, ni: 320, nvertices: 4, time: 600, d2: 2)
Coordinates:
TLON (nj, ni) float32 492kB nan nan nan nan nan ... nan nan nan nan
TLAT (nj, ni) float32 492kB nan nan nan nan nan ... nan nan nan nan
ULON (nj, ni) float32 492kB nan nan nan nan nan ... nan nan nan nan
ULAT (nj, ni) float32 492kB nan nan nan nan nan ... nan nan nan nan
* time (time) object 5kB 6951-01-31 00:00:00 ... 7000-12-31 00:00:00
Dimensions without coordinates: nj, ni, nvertices, d2
Data variables: (12/20)
tmask (nj, ni) float32 492kB nan nan nan nan nan ... nan nan nan nan
tarea (nj, ni) float32 492kB nan nan nan nan nan ... nan nan nan nan
uarea (nj, ni) float32 492kB nan nan nan nan nan ... nan nan nan nan
dxt (nj, ni) float32 492kB nan nan nan nan nan ... nan nan nan nan
dyt (nj, ni) float32 492kB nan nan nan nan nan ... nan nan nan nan
dxu (nj, ni) float32 492kB nan nan nan nan nan ... nan nan nan nan
... ...
latu_bounds (nj, ni, nvertices) float32 2MB 1e+30 1e+30 ... 1e+30 1e+30
time_bounds (time, d2) object 10kB 6951-01-01 00:00:00 ... 7001-01-01 00...
hi (time, nj, ni) float32 295MB nan nan nan nan ... nan nan nan
gw (nj, ni) float32 492kB nan nan nan nan nan ... nan nan nan nan
lat (nj, ni) float32 492kB nan nan nan nan nan ... nan nan nan nan
lon (nj, ni) float32 492kB nan nan nan nan nan ... nan nan nan nan
Attributes:
title: b.e13.B1850C5.ne16_g16.icesm131_d18O_fixer.Miocene.3xCO2.005
contents: Diagnostic and Prognostic Variables
source: sea ice model: Community Ice Code (CICE)
comment: All years have exactly 365 days
comment2: File written on model date 69510201
comment3: seconds elapsed into model date: 0
conventions: CF-1.0
history: This dataset was created on 2024-04-12 at 02:06
path: /glade/campaign/univ/ubrn0018/fengzhu/CESM_output/timeserie...
comp: ice
grid: g16xarray.Dataset
- nj: 384
- ni: 320
- nvertices: 4
- time: 600
- d2: 2
- TLON(nj, ni)float32nan nan nan nan ... nan nan nan nan
- long_name :
- T grid center longitude
- units :
- degrees_east
- bounds :
- lont_bounds
array([[nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], ..., [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan]], dtype=float32) - TLAT(nj, ni)float32nan nan nan nan ... nan nan nan nan
- long_name :
- T grid center latitude
- units :
- degrees_north
- bounds :
- latt_bounds
array([[nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], ..., [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan]], dtype=float32) - ULON(nj, ni)float32nan nan nan nan ... nan nan nan nan
- long_name :
- U grid center longitude
- units :
- degrees_east
- bounds :
- lonu_bounds
array([[nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], ..., [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan]], dtype=float32) - ULAT(nj, ni)float32nan nan nan nan ... nan nan nan nan
- long_name :
- U grid center latitude
- units :
- degrees_north
- comment :
- Latitude of NE corner of T grid cell
- bounds :
- latu_bounds
array([[nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], ..., [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan]], dtype=float32) - time(time)object6951-01-31 00:00:00 ... 7000-12-...
array([cftime.DatetimeNoLeap(6951, 1, 31, 0, 0, 0, 0, has_year_zero=True), cftime.DatetimeNoLeap(6951, 2, 28, 0, 0, 0, 0, has_year_zero=True), cftime.DatetimeNoLeap(6951, 3, 31, 0, 0, 0, 0, has_year_zero=True), ..., cftime.DatetimeNoLeap(7000, 10, 31, 0, 0, 0, 0, has_year_zero=True), cftime.DatetimeNoLeap(7000, 11, 30, 0, 0, 0, 0, has_year_zero=True), cftime.DatetimeNoLeap(7000, 12, 31, 0, 0, 0, 0, has_year_zero=True)], dtype=object)
- tmask(nj, ni)float32nan nan nan nan ... nan nan nan nan
- long_name :
- mask of T grid cells
- units :
- unitless
array([[nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], ..., [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan]], dtype=float32) - tarea(nj, ni)float32nan nan nan nan ... nan nan nan nan
- long_name :
- area of T grid cells
- units :
- m^2
array([[nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], ..., [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan]], dtype=float32) - uarea(nj, ni)float32nan nan nan nan ... nan nan nan nan
- long_name :
- area of U grid cells
- units :
- m^2
array([[nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], ..., [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan]], dtype=float32) - dxt(nj, ni)float32nan nan nan nan ... nan nan nan nan
- long_name :
- T cell width through middle
- units :
- m
array([[nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], ..., [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan]], dtype=float32) - dyt(nj, ni)float32nan nan nan nan ... nan nan nan nan
- long_name :
- T cell height through middle
- units :
- m
array([[nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], ..., [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan]], dtype=float32) - dxu(nj, ni)float32nan nan nan nan ... nan nan nan nan
- long_name :
- U cell width through middle
- units :
- m
array([[nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], ..., [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan]], dtype=float32) - dyu(nj, ni)float32nan nan nan nan ... nan nan nan nan
- long_name :
- U cell height through middle
- units :
- m
array([[nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], ..., [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan]], dtype=float32) - HTN(nj, ni)float32nan nan nan nan ... nan nan nan nan
- long_name :
- T cell width on North side
- units :
- m
array([[nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], ..., [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan]], dtype=float32) - HTE(nj, ni)float32nan nan nan nan ... nan nan nan nan
- long_name :
- T cell width on East side
- units :
- m
array([[nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], ..., [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan]], dtype=float32) - ANGLE(nj, ni)float32nan nan nan nan ... nan nan nan nan
- long_name :
- angle grid makes with latitude line on U grid
- units :
- radians
array([[nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], ..., [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan]], dtype=float32) - ANGLET(nj, ni)float32nan nan nan nan ... nan nan nan nan
- long_name :
- angle grid makes with latitude line on T grid
- units :
- radians
array([[nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], ..., [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan]], dtype=float32) - lont_bounds(nj, ni, nvertices)float321e+30 1e+30 1e+30 ... 1e+30 1e+30
- long_name :
- longitude boundaries of T cells
- units :
- degrees_east
array([[[1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30], ..., [1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30]], [[1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30], ..., [1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30]], [[1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30], ..., ... ..., [1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30]], [[1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30], ..., [1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30]], [[1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30], ..., [1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30]]], dtype=float32) - latt_bounds(nj, ni, nvertices)float321e+30 1e+30 1e+30 ... 1e+30 1e+30
- long_name :
- latitude boundaries of T cells
- units :
- degrees_north
array([[[1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30], ..., [1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30]], [[1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30], ..., [1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30]], [[1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30], ..., ... ..., [1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30]], [[1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30], ..., [1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30]], [[1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30], ..., [1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30]]], dtype=float32) - lonu_bounds(nj, ni, nvertices)float321e+30 1e+30 1e+30 ... 1e+30 1e+30
- long_name :
- longitude boundaries of U cells
- units :
- degrees_east
array([[[1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30], ..., [1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30]], [[1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30], ..., [1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30]], [[1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30], ..., ... ..., [1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30]], [[1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30], ..., [1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30]], [[1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30], ..., [1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30]]], dtype=float32) - latu_bounds(nj, ni, nvertices)float321e+30 1e+30 1e+30 ... 1e+30 1e+30
- long_name :
- latitude boundaries of U cells
- units :
- degrees_north
array([[[1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30], ..., [1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30]], [[1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30], ..., [1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30]], [[1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30], ..., ... ..., [1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30]], [[1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30], ..., [1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30]], [[1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30], ..., [1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30], [1.e+30, 1.e+30, 1.e+30, 1.e+30]]], dtype=float32) - time_bounds(time, d2)object6951-01-01 00:00:00 ... 7001-01-...
- long_name :
- boundaries for time-averaging interval
array([[cftime.DatetimeNoLeap(6951, 1, 1, 0, 0, 0, 0, has_year_zero=True), cftime.DatetimeNoLeap(6951, 2, 1, 0, 0, 0, 0, has_year_zero=True)], [cftime.DatetimeNoLeap(6951, 2, 1, 0, 0, 0, 0, has_year_zero=True), cftime.DatetimeNoLeap(6951, 3, 1, 0, 0, 0, 0, has_year_zero=True)], [cftime.DatetimeNoLeap(6951, 3, 1, 0, 0, 0, 0, has_year_zero=True), cftime.DatetimeNoLeap(6951, 4, 1, 0, 0, 0, 0, has_year_zero=True)], ..., [cftime.DatetimeNoLeap(7000, 10, 1, 0, 0, 0, 0, has_year_zero=True), cftime.DatetimeNoLeap(7000, 11, 1, 0, 0, 0, 0, has_year_zero=True)], [cftime.DatetimeNoLeap(7000, 11, 1, 0, 0, 0, 0, has_year_zero=True), cftime.DatetimeNoLeap(7000, 12, 1, 0, 0, 0, 0, has_year_zero=True)], [cftime.DatetimeNoLeap(7000, 12, 1, 0, 0, 0, 0, has_year_zero=True), cftime.DatetimeNoLeap(7001, 1, 1, 0, 0, 0, 0, has_year_zero=True)]], dtype=object) - hi(time, nj, ni)float32nan nan nan nan ... nan nan nan nan
- units :
- m
- long_name :
- grid cell mean ice thickness
- cell_measures :
- area: tarea
- comment :
- ice volume per unit grid cell area
- cell_methods :
- time: mean
- time_rep :
- averaged
array([[[nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], ..., [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan]], [[nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], ..., [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan]], [[nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], ..., ... ..., [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan]], [[nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], ..., [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan]], [[nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], ..., [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan]]], dtype=float32) - gw(nj, ni)float32nan nan nan nan ... nan nan nan nan
- long_name :
- area of T grid cells
- units :
- m^2
array([[nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], ..., [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan]], dtype=float32) - lat(nj, ni)float32nan nan nan nan ... nan nan nan nan
- long_name :
- T grid center latitude
- units :
- degrees_north
- bounds :
- latt_bounds
array([[nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], ..., [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan]], dtype=float32) - lon(nj, ni)float32nan nan nan nan ... nan nan nan nan
- long_name :
- T grid center longitude
- units :
- degrees_east
- bounds :
- lont_bounds
array([[nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], ..., [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan]], dtype=float32)
- timePandasIndex
PandasIndex(CFTimeIndex([6951-01-31 00:00:00, 6951-02-28 00:00:00, 6951-03-31 00:00:00, 6951-04-30 00:00:00, 6951-05-31 00:00:00, 6951-06-30 00:00:00, 6951-07-31 00:00:00, 6951-08-31 00:00:00, 6951-09-30 00:00:00, 6951-10-31 00:00:00, ... 7000-03-31 00:00:00, 7000-04-30 00:00:00, 7000-05-31 00:00:00, 7000-06-30 00:00:00, 7000-07-31 00:00:00, 7000-08-31 00:00:00, 7000-09-30 00:00:00, 7000-10-31 00:00:00, 7000-11-30 00:00:00, 7000-12-31 00:00:00], dtype='object', length=600, calendar='noleap', freq='ME'))
- title :
- b.e13.B1850C5.ne16_g16.icesm131_d18O_fixer.Miocene.3xCO2.005
- contents :
- Diagnostic and Prognostic Variables
- source :
- sea ice model: Community Ice Code (CICE)
- comment :
- All years have exactly 365 days
- comment2 :
- File written on model date 69510201
- comment3 :
- seconds elapsed into model date: 0
- conventions :
- CF-1.0
- history :
- This dataset was created on 2024-04-12 at 02:06
- path :
- /glade/campaign/univ/ubrn0018/fengzhu/CESM_output/timeseries/b.e13.B1850C5.ne16_g16.icesm131_d18O_fixer.Miocene.3xCO2.005/ice/proc/tseries/month_1/b.e13.B1850C5.ne16_g16.icesm131_d18O_fixer.Miocene.3xCO2.005.cice.h.hi.695101-700012.nc
- comp :
- ice
- grid :
- g16
[9]:
ds_rgd = ds.x.regrid(dlon=1, dlat=1)
ds_rgd['hi']
/glade/work/fengzhu/conda-envs/x4c-env/lib/python3.12/site-packages/xesmf/smm.py:131: UserWarning: Input array is not C_CONTIGUOUS. Will affect performance.
warnings.warn('Input array is not C_CONTIGUOUS. ' 'Will affect performance.')
/glade/work/fengzhu/conda-envs/x4c-env/lib/python3.12/site-packages/xesmf/smm.py:131: UserWarning: Input array is not C_CONTIGUOUS. Will affect performance.
warnings.warn('Input array is not C_CONTIGUOUS. ' 'Will affect performance.')
/glade/work/fengzhu/conda-envs/x4c-env/lib/python3.12/site-packages/xesmf/smm.py:131: UserWarning: Input array is not C_CONTIGUOUS. Will affect performance.
warnings.warn('Input array is not C_CONTIGUOUS. ' 'Will affect performance.')
/glade/work/fengzhu/conda-envs/x4c-env/lib/python3.12/site-packages/xesmf/smm.py:131: UserWarning: Input array is not C_CONTIGUOUS. Will affect performance.
warnings.warn('Input array is not C_CONTIGUOUS. ' 'Will affect performance.')
[9]:
<xarray.DataArray 'hi' (time: 600, lat: 180, lon: 360)> Size: 156MB
array([[[0., 0., 0., ..., 0., 0., 0.],
[0., 0., 0., ..., 0., 0., 0.],
[0., 0., 0., ..., 0., 0., 0.],
...,
[0., 0., 0., ..., 0., 0., 0.],
[0., 0., 0., ..., 0., 0., 0.],
[0., 0., 0., ..., 0., 0., 0.]],
[[0., 0., 0., ..., 0., 0., 0.],
[0., 0., 0., ..., 0., 0., 0.],
[0., 0., 0., ..., 0., 0., 0.],
...,
[0., 0., 0., ..., 0., 0., 0.],
[0., 0., 0., ..., 0., 0., 0.],
[0., 0., 0., ..., 0., 0., 0.]],
[[0., 0., 0., ..., 0., 0., 0.],
[0., 0., 0., ..., 0., 0., 0.],
[0., 0., 0., ..., 0., 0., 0.],
...,
...
...,
[0., 0., 0., ..., 0., 0., 0.],
[0., 0., 0., ..., 0., 0., 0.],
[0., 0., 0., ..., 0., 0., 0.]],
[[0., 0., 0., ..., 0., 0., 0.],
[0., 0., 0., ..., 0., 0., 0.],
[0., 0., 0., ..., 0., 0., 0.],
...,
[0., 0., 0., ..., 0., 0., 0.],
[0., 0., 0., ..., 0., 0., 0.],
[0., 0., 0., ..., 0., 0., 0.]],
[[0., 0., 0., ..., 0., 0., 0.],
[0., 0., 0., ..., 0., 0., 0.],
[0., 0., 0., ..., 0., 0., 0.],
...,
[0., 0., 0., ..., 0., 0., 0.],
[0., 0., 0., ..., 0., 0., 0.],
[0., 0., 0., ..., 0., 0., 0.]]], dtype=float32)
Coordinates:
* lat (lat) float64 1kB -89.5 -88.5 -87.5 -86.5 ... 86.5 87.5 88.5 89.5
* lon (lon) float64 3kB 0.5 1.5 2.5 3.5 4.5 ... 356.5 357.5 358.5 359.5
* time (time) object 5kB 6951-01-31 00:00:00 ... 7000-12-31 00:00:00
Attributes:
units: m
long_name: grid cell mean ice thickness
cell_measures: area: tarea
comment: ice volume per unit grid cell area
cell_methods: time: mean
time_rep: averagedxarray.DataArray
'hi'
- time: 600
- lat: 180
- lon: 360
- 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
array([[[0., 0., 0., ..., 0., 0., 0.], [0., 0., 0., ..., 0., 0., 0.], [0., 0., 0., ..., 0., 0., 0.], ..., [0., 0., 0., ..., 0., 0., 0.], [0., 0., 0., ..., 0., 0., 0.], [0., 0., 0., ..., 0., 0., 0.]], [[0., 0., 0., ..., 0., 0., 0.], [0., 0., 0., ..., 0., 0., 0.], [0., 0., 0., ..., 0., 0., 0.], ..., [0., 0., 0., ..., 0., 0., 0.], [0., 0., 0., ..., 0., 0., 0.], [0., 0., 0., ..., 0., 0., 0.]], [[0., 0., 0., ..., 0., 0., 0.], [0., 0., 0., ..., 0., 0., 0.], [0., 0., 0., ..., 0., 0., 0.], ..., ... ..., [0., 0., 0., ..., 0., 0., 0.], [0., 0., 0., ..., 0., 0., 0.], [0., 0., 0., ..., 0., 0., 0.]], [[0., 0., 0., ..., 0., 0., 0.], [0., 0., 0., ..., 0., 0., 0.], [0., 0., 0., ..., 0., 0., 0.], ..., [0., 0., 0., ..., 0., 0., 0.], [0., 0., 0., ..., 0., 0., 0.], [0., 0., 0., ..., 0., 0., 0.]], [[0., 0., 0., ..., 0., 0., 0.], [0., 0., 0., ..., 0., 0., 0.], [0., 0., 0., ..., 0., 0., 0.], ..., [0., 0., 0., ..., 0., 0., 0.], [0., 0., 0., ..., 0., 0., 0.], [0., 0., 0., ..., 0., 0., 0.]]], dtype=float32) - lat(lat)float64-89.5 -88.5 -87.5 ... 88.5 89.5
- bounds :
- lat_bounds
- standard_name :
- latitude
- units :
- degrees_north
array([-89.5, -88.5, -87.5, -86.5, -85.5, -84.5, -83.5, -82.5, -81.5, -80.5, -79.5, -78.5, -77.5, -76.5, -75.5, -74.5, -73.5, -72.5, -71.5, -70.5, -69.5, -68.5, -67.5, -66.5, -65.5, -64.5, -63.5, -62.5, -61.5, -60.5, -59.5, -58.5, -57.5, -56.5, -55.5, -54.5, -53.5, -52.5, -51.5, -50.5, -49.5, -48.5, -47.5, -46.5, -45.5, -44.5, -43.5, -42.5, -41.5, -40.5, -39.5, -38.5, -37.5, -36.5, -35.5, -34.5, -33.5, -32.5, -31.5, -30.5, -29.5, -28.5, -27.5, -26.5, -25.5, -24.5, -23.5, -22.5, -21.5, -20.5, -19.5, -18.5, -17.5, -16.5, -15.5, -14.5, -13.5, -12.5, -11.5, -10.5, -9.5, -8.5, -7.5, -6.5, -5.5, -4.5, -3.5, -2.5, -1.5, -0.5, 0.5, 1.5, 2.5, 3.5, 4.5, 5.5, 6.5, 7.5, 8.5, 9.5, 10.5, 11.5, 12.5, 13.5, 14.5, 15.5, 16.5, 17.5, 18.5, 19.5, 20.5, 21.5, 22.5, 23.5, 24.5, 25.5, 26.5, 27.5, 28.5, 29.5, 30.5, 31.5, 32.5, 33.5, 34.5, 35.5, 36.5, 37.5, 38.5, 39.5, 40.5, 41.5, 42.5, 43.5, 44.5, 45.5, 46.5, 47.5, 48.5, 49.5, 50.5, 51.5, 52.5, 53.5, 54.5, 55.5, 56.5, 57.5, 58.5, 59.5, 60.5, 61.5, 62.5, 63.5, 64.5, 65.5, 66.5, 67.5, 68.5, 69.5, 70.5, 71.5, 72.5, 73.5, 74.5, 75.5, 76.5, 77.5, 78.5, 79.5, 80.5, 81.5, 82.5, 83.5, 84.5, 85.5, 86.5, 87.5, 88.5, 89.5]) - lon(lon)float640.5 1.5 2.5 ... 357.5 358.5 359.5
- bounds :
- lon_bounds
- standard_name :
- longitude
- units :
- degrees_east
array([ 0.5, 1.5, 2.5, ..., 357.5, 358.5, 359.5])
- time(time)object6951-01-31 00:00:00 ... 7000-12-...
array([cftime.DatetimeNoLeap(6951, 1, 31, 0, 0, 0, 0, has_year_zero=True), cftime.DatetimeNoLeap(6951, 2, 28, 0, 0, 0, 0, has_year_zero=True), cftime.DatetimeNoLeap(6951, 3, 31, 0, 0, 0, 0, has_year_zero=True), ..., cftime.DatetimeNoLeap(7000, 10, 31, 0, 0, 0, 0, has_year_zero=True), cftime.DatetimeNoLeap(7000, 11, 30, 0, 0, 0, 0, has_year_zero=True), cftime.DatetimeNoLeap(7000, 12, 31, 0, 0, 0, 0, has_year_zero=True)], dtype=object)
- timePandasIndex
PandasIndex(CFTimeIndex([6951-01-31 00:00:00, 6951-02-28 00:00:00, 6951-03-31 00:00:00, 6951-04-30 00:00:00, 6951-05-31 00:00:00, 6951-06-30 00:00:00, 6951-07-31 00:00:00, 6951-08-31 00:00:00, 6951-09-30 00:00:00, 6951-10-31 00:00:00, ... 7000-03-31 00:00:00, 7000-04-30 00:00:00, 7000-05-31 00:00:00, 7000-06-30 00:00:00, 7000-07-31 00:00:00, 7000-08-31 00:00:00, 7000-09-30 00:00:00, 7000-10-31 00:00:00, 7000-11-30 00:00:00, 7000-12-31 00:00:00], dtype='object', length=600, calendar='noleap', freq='ME')) - lonPandasIndex
PandasIndex(Index([ 0.5, 1.5, 2.5, 3.5, 4.5, 5.5, 6.5, 7.5, 8.5, 9.5, ... 350.5, 351.5, 352.5, 353.5, 354.5, 355.5, 356.5, 357.5, 358.5, 359.5], dtype='float64', name='lon', length=360)) - latPandasIndex
PandasIndex(Index([-89.5, -88.5, -87.5, -86.5, -85.5, -84.5, -83.5, -82.5, -81.5, -80.5, ... 80.5, 81.5, 82.5, 83.5, 84.5, 85.5, 86.5, 87.5, 88.5, 89.5], dtype='float64', name='lat', length=180))
- units :
- m
- long_name :
- grid cell mean ice thickness
- cell_measures :
- area: tarea
- comment :
- ice volume per unit grid cell area
- cell_methods :
- time: mean
- time_rep :
- averaged
[ ]: