<xarray.Dataset>\n",
"Dimensions: (time: 1980, y: 576, x: 720, vertex: 4, bnds: 2)\n",
"Coordinates:\n",
" * x (x) float64 -299.8 -299.2 -298.8 -298.2 ... 58.75 59.25 59.75\n",
" * y (y) float64 -77.91 -77.72 -77.54 -77.36 ... 89.47 89.68 89.89\n",
" lat (y, x) float32 dask.array<chunksize=(576, 720), meta=np.ndarray>\n",
" lat_verticies (y, x, vertex) float32 dask.array<chunksize=(576, 720, 4), meta=np.ndarray>\n",
" lon (y, x) float32 dask.array<chunksize=(576, 720), meta=np.ndarray>\n",
" lon_verticies (y, x, vertex) float32 dask.array<chunksize=(576, 720, 4), meta=np.ndarray>\n",
" * time (time) object 1850-01-16 12:00:00 ... 2014-12-16 12:00:00\n",
" time_bounds (time, bnds) object dask.array<chunksize=(1980, 2), meta=np.ndarray>\n",
" lon_bounds (bnds, y, x) float32 dask.array<chunksize=(1, 576, 720), meta=np.ndarray>\n",
" lat_bounds (bnds, y, x) float32 dask.array<chunksize=(1, 576, 720), meta=np.ndarray>\n",
"Dimensions without coordinates: vertex, bnds\n",
"Data variables:\n",
" tos (time, y, x) float32 dask.array<chunksize=(64, 576, 720), meta=np.ndarray>\n",
" zos (time, y, x) float32 dask.array<chunksize=(61, 576, 720), meta=np.ndarray>\n",
"Attributes: (12/47)\n",
" Conventions: CF-1.7 CMIP-6.0 UGRID-1.0\n",
" activity_id: CMIP\n",
" branch_method: standard\n",
" branch_time_in_child: 0.0\n",
" branch_time_in_parent: 54750.0\n",
" comment: <null ref>\n",
" ... ...\n",
" title: NOAA GFDL GFDL-ESM4 model output prepared for CMI...\n",
" variant_info: N/A\n",
" variant_label: r2i1p1f1\n",
" version_id: v20180701\n",
" intake_esm_varname: None\n",
" original_key: CMIP.NOAA-GFDL.GFDL-ESM4.historical.r2i1p1f1.Omon...<xarray.Dataset>\n",
"Dimensions: (member_id: 3, time: 1980, y: 576, x: 720, vertex: 4, bnds: 2)\n",
"Coordinates:\n",
" * x (x) float64 -299.8 -299.2 -298.8 -298.2 ... 58.75 59.25 59.75\n",
" * y (y) float64 -77.91 -77.72 -77.54 -77.36 ... 89.47 89.68 89.89\n",
" lat (y, x) float32 -77.91 -77.91 -77.91 ... 65.39 65.18 64.97\n",
" lat_verticies (y, x, vertex) float32 -78.0 -77.82 -77.82 ... 64.87 64.87\n",
" lon (y, x) float32 60.25 60.75 61.25 61.75 ... 59.99 59.99 60.0\n",
" lon_verticies (y, x, vertex) float32 60.0 60.0 60.5 60.5 ... 60.0 60.0 60.0\n",
" * time (time) object 1850-01-16 12:00:00 ... 2014-12-16 12:00:00\n",
" time_bounds (time, bnds) object 1850-01-01 00:00:00 ... 2015-01-01 00:...\n",
" lon_bounds (bnds, y, x) float32 60.0 60.5 61.0 61.5 ... 59.99 60.0 60.0\n",
" lat_bounds (bnds, y, x) float32 -78.0 -78.0 -78.0 ... 65.39 65.18 64.97\n",
" * member_id (member_id) <U8 'r3i1p1f1' 'r1i1p1f1' 'r2i1p1f1'\n",
"Dimensions without coordinates: vertex, bnds\n",
"Data variables:\n",
" zos (member_id, time, y, x) float32 dask.array<chunksize=(1, 61, 576, 720), meta=np.ndarray>\n",
" tos (member_id, time, y, x) float32 dask.array<chunksize=(1, 64, 576, 720), meta=np.ndarray>\n",
"Attributes: (12/39)\n",
" Conventions: CF-1.7 CMIP-6.0 UGRID-1.0\n",
" activity_id: CMIP\n",
" branch_method: standard\n",
" branch_time_in_child: 0.0\n",
" comment: <null ref>\n",
" contact: gfdl.climate.model.info@noaa.gov\n",
" ... ...\n",
" sub_experiment: none\n",
" sub_experiment_id: none\n",
" table_id: Omon\n",
" title: NOAA GFDL GFDL-ESM4 model output prepared for CMIP...\n",
" variant_info: N/A\n",
" intake_esm_varname: None<xarray.Dataset>\n",
"Dimensions: (time: 1980, y: 576, x: 720, vertex: 4, bnds: 2)\n",
"Coordinates:\n",
" * x (x) float64 -299.8 -299.2 -298.8 -298.2 ... 58.75 59.25 59.75\n",
" * y (y) float64 -77.91 -77.72 -77.54 -77.36 ... 89.47 89.68 89.89\n",
" lat (y, x) float32 dask.array<chunksize=(576, 720), meta=np.ndarray>\n",
" lat_verticies (y, x, vertex) float32 dask.array<chunksize=(576, 720, 4), meta=np.ndarray>\n",
" lon (y, x) float32 dask.array<chunksize=(576, 720), meta=np.ndarray>\n",
" lon_verticies (y, x, vertex) float32 dask.array<chunksize=(576, 720, 4), meta=np.ndarray>\n",
" * time (time) object 1850-01-16 12:00:00 ... 2014-12-16 12:00:00\n",
" time_bounds (time, bnds) object dask.array<chunksize=(1980, 2), meta=np.ndarray>\n",
" lon_bounds (bnds, y, x) float32 dask.array<chunksize=(1, 576, 720), meta=np.ndarray>\n",
" lat_bounds (bnds, y, x) float32 dask.array<chunksize=(1, 576, 720), meta=np.ndarray>\n",
"Dimensions without coordinates: vertex, bnds\n",
"Data variables:\n",
" zos (time, y, x) float32 dask.array<chunksize=(61, 576, 720), meta=np.ndarray>\n",
" tos (time, y, x) float32 dask.array<chunksize=(120, 576, 720), meta=np.ndarray>\n",
"Attributes: (12/46)\n",
" Conventions: CF-1.7 CMIP-6.0 UGRID-1.0\n",
" activity_id: CMIP\n",
" branch_method: standard\n",
" branch_time_in_child: 0.0\n",
" branch_time_in_parent: 36500.0\n",
" comment: <null ref>\n",
" ... ...\n",
" title: NOAA GFDL GFDL-ESM4 model output prepared for CMI...\n",
" variant_info: N/A\n",
" variant_label: r1i1p1f1\n",
" version_id: v20190726\n",
" intake_esm_varname: None\n",
" original_key: GFDL-ESM4.gn.historical.Omon.r1i1p1f1<xarray.Dataset>\n",
"Dimensions: (bnds: 2, time: 1980, vertex: 4, x: 360, y: 291)\n",
"Coordinates:\n",
" * x (x) int32 0 1 2 3 4 5 6 7 ... 352 353 354 355 356 357 358 359\n",
" * y (y) int32 0 1 2 3 4 5 6 7 ... 283 284 285 286 287 288 289 290\n",
" lat (y, x) float64 dask.array<chunksize=(291, 360), meta=np.ndarray>\n",
" lon (y, x) float64 dask.array<chunksize=(291, 360), meta=np.ndarray>\n",
" * time (time) object 1850-01-16 12:00:00 ... 2014-12-16 12:00:00\n",
" time_bounds (time, bnds) object dask.array<chunksize=(1980, 2), meta=np.ndarray>\n",
" lat_verticies (y, x, vertex) float64 dask.array<chunksize=(291, 360, 4), meta=np.ndarray>\n",
" lon_verticies (y, x, vertex) float64 dask.array<chunksize=(291, 360, 4), meta=np.ndarray>\n",
" * bnds (bnds) int64 0 1\n",
" * vertex (vertex) int64 0 1 2 3\n",
" lon_bounds (bnds, y, x) float64 dask.array<chunksize=(1, 291, 360), meta=np.ndarray>\n",
" lat_bounds (bnds, y, x) float64 dask.array<chunksize=(1, 291, 360), meta=np.ndarray>\n",
"Data variables:\n",
" tos (time, y, x) float32 dask.array<chunksize=(215, 291, 360), meta=np.ndarray>\n",
" zos (time, y, x) float32 dask.array<chunksize=(208, 291, 360), meta=np.ndarray>\n",
"Attributes: (12/52)\n",
" CCCma_model_hash: 932b659de600c6a0e94f619abaf9cc79eabcd337\n",
" CCCma_parent_runid: canoecpl-007\n",
" CCCma_pycmor_hash: 3ecdc18eb7c1f7fbce0346850f41adf815d9fb66\n",
" CCCma_runid: c2-his02\n",
" Conventions: CF-1.7 CMIP-6.2\n",
" YMDH_branch_time_in_child: 1850:01:01:00\n",
" ... ...\n",
" title: CanESM5-CanOE output prepared for CMIP6\n",
" variant_label: r2i1p2f1\n",
" version: v20190429\n",
" version_id: v20190429\n",
" intake_esm_varname: None\n",
" original_key: CMIP.CCCma.CanESM5-CanOE.historical.r2i1p2f1...array([ 0, 1, 2, ..., 357, 358, 359], dtype=int32)
array([ 0, 1, 2, ..., 288, 289, 290], dtype=int32)
\n",
"
| \n",
"\n", "\n", " | \n", "
\n",
"
| \n",
"\n", "\n", " | \n", "
array([cftime.DatetimeNoLeap(1850, 1, 16, 12, 0, 0, 0),\n",
" cftime.DatetimeNoLeap(1850, 2, 15, 0, 0, 0, 0),\n",
" cftime.DatetimeNoLeap(1850, 3, 16, 12, 0, 0, 0), ...,\n",
" cftime.DatetimeNoLeap(2014, 10, 16, 12, 0, 0, 0),\n",
" cftime.DatetimeNoLeap(2014, 11, 16, 0, 0, 0, 0),\n",
" cftime.DatetimeNoLeap(2014, 12, 16, 12, 0, 0, 0)], dtype=object)\n",
"
| \n",
"\n", "\n", " | \n", "
\n",
"
| \n",
"\n", "\n", " | \n", "
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"
| \n",
"\n", "\n", " | \n", "
array([0, 1])
array([0, 1, 2, 3])
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"
| \n",
"\n", "\n", " | \n", "
\n",
"
| \n",
"\n", "\n", " | \n", "
\n",
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| \n",
"\n", "\n", " | \n", "
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<xarray.Dataset>\n",
"Dimensions: (bnds: 3, lev: 35, time: 1980, vertex: 4, x: 720, y: 576)\n",
"Coordinates: (12/14)\n",
" * bnds (bnds) float64 0.0 1.0 2.0\n",
" * x (x) float64 -299.8 -299.2 -298.8 -298.2 ... 58.75 59.25 59.75\n",
" * y (y) float64 -77.91 -77.72 -77.54 -77.36 ... 89.47 89.68 89.89\n",
" lat (y, x) float32 dask.array<chunksize=(576, 720), meta=np.ndarray>\n",
" lat_verticies (y, x, vertex) float32 dask.array<chunksize=(576, 720, 4), meta=np.ndarray>\n",
" * lev (lev) float64 2.5 10.0 20.0 32.5 ... 5.5e+03 6e+03 6.5e+03\n",
" ... ...\n",
" lon_verticies (y, x, vertex) float32 dask.array<chunksize=(576, 720, 4), meta=np.ndarray>\n",
" * time (time) object 1850-01-16 12:00:00 ... 2014-12-16 12:00:00\n",
" time_bounds (time, bnds) object dask.array<chunksize=(1980, 3), meta=np.ndarray>\n",
" * vertex (vertex) int64 0 1 2 3\n",
" lon_bounds (bnds, y, x) float32 dask.array<chunksize=(2, 576, 720), meta=np.ndarray>\n",
" lat_bounds (bnds, y, x) float32 dask.array<chunksize=(2, 576, 720), meta=np.ndarray>\n",
"Data variables:\n",
" thetao (time, lev, y, x) float32 dask.array<chunksize=(4, 35, 576, 720), meta=np.ndarray>\n",
" o2 (time, lev, y, x) float64 dask.array<chunksize=(13, 35, 576, 720), meta=np.ndarray>\n",
"Attributes: (12/41)\n",
" Conventions: CF-1.7 CMIP-6.0 UGRID-1.0\n",
" activity_id: CMIP\n",
" branch_method: standard\n",
" branch_time_in_child: 0.0\n",
" branch_time_in_parent: 36500.0\n",
" comment: <null ref>\n",
" ... ...\n",
" title: NOAA GFDL GFDL-ESM4 model output prepared for CMI...\n",
" variant_info: N/A\n",
" variant_label: r1i1p1f1\n",
" version_id: v20190726\n",
" intake_esm_varname: None\n",
" regrid_method: bilineararray([0., 1., 2.])
array([-299.75, -299.25, -298.75, ..., 58.75, 59.25, 59.75])
array([-77.907938, -77.723813, -77.539688, ..., 89.472 , 89.6832 ,\n",
" 89.8944 ])\n",
"
| \n",
"\n", "\n", " | \n", "
\n",
"
| \n",
"\n", "\n", " | \n", "
array([2.5000e+00, 1.0000e+01, 2.0000e+01, 3.2500e+01, 5.1250e+01, 7.5000e+01,\n",
" 1.0000e+02, 1.2500e+02, 1.5625e+02, 2.0000e+02, 2.5000e+02, 3.1250e+02,\n",
" 4.0000e+02, 5.0000e+02, 6.0000e+02, 7.0000e+02, 8.0000e+02, 9.0000e+02,\n",
" 1.0000e+03, 1.1000e+03, 1.2000e+03, 1.3000e+03, 1.4000e+03, 1.5375e+03,\n",
" 1.7500e+03, 2.0625e+03, 2.5000e+03, 3.0000e+03, 3.5000e+03, 4.0000e+03,\n",
" 4.5000e+03, 5.0000e+03, 5.5000e+03, 6.0000e+03, 6.5000e+03])\n",
"
| \n",
"\n", "\n", " | \n", "
\n",
"
| \n",
"\n", "\n", " | \n", "
\n",
"
| \n",
"\n", "\n", " | \n", "
array([cftime.DatetimeNoLeap(1850, 1, 16, 12, 0, 0, 0),\n",
" cftime.DatetimeNoLeap(1850, 2, 15, 0, 0, 0, 0),\n",
" cftime.DatetimeNoLeap(1850, 3, 16, 12, 0, 0, 0), ...,\n",
" cftime.DatetimeNoLeap(2014, 10, 16, 12, 0, 0, 0),\n",
" cftime.DatetimeNoLeap(2014, 11, 16, 0, 0, 0, 0),\n",
" cftime.DatetimeNoLeap(2014, 12, 16, 12, 0, 0, 0)], dtype=object)\n",
"
| \n",
"\n", "\n", " | \n", "
array([0, 1, 2, 3])
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"
| \n",
"\n", "\n", " | \n", "
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"
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"\n", "\n", " | \n", "
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"
| \n",
"\n", "\n", " | \n", "
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<xarray.Dataset>\n",
"Dimensions: (bnds: 2, lev: 35, time: 1980, vertex: 4, x: 720, y: 576)\n",
"Coordinates: (12/14)\n",
" * bnds (bnds) float64 1.0 2.0\n",
" lat (y, x) float32 dask.array<chunksize=(576, 720), meta=np.ndarray>\n",
" lat_verticies (y, x, vertex) float32 dask.array<chunksize=(576, 720, 4), meta=np.ndarray>\n",
" * lev (lev) float64 2.5 10.0 20.0 32.5 ... 5.5e+03 6e+03 6.5e+03\n",
" lev_bounds (lev, bnds) float64 dask.array<chunksize=(35, 2), meta=np.ndarray>\n",
" lon (y, x) float32 dask.array<chunksize=(576, 720), meta=np.ndarray>\n",
" ... ...\n",
" time_bounds (time, bnds) object dask.array<chunksize=(1980, 2), meta=np.ndarray>\n",
" * x (x) float64 -299.8 -299.2 -298.8 -298.2 ... 58.75 59.25 59.75\n",
" * y (y) float64 -77.91 -77.72 -77.54 -77.36 ... 89.47 89.68 89.89\n",
" * vertex (vertex) int64 0 1 2 3\n",
" lon_bounds (bnds, y, x) float32 dask.array<chunksize=(1, 576, 720), meta=np.ndarray>\n",
" lat_bounds (bnds, y, x) float32 dask.array<chunksize=(1, 576, 720), meta=np.ndarray>\n",
"Data variables:\n",
" thetao (time, lev, y, x) float32 dask.array<chunksize=(4, 35, 576, 720), meta=np.ndarray>\n",
"Attributes: (12/52)\n",
" Conventions: CF-1.7 CMIP-6.0 UGRID-1.0\n",
" activity_id: CMIP\n",
" branch_method: standard\n",
" branch_time_in_child: 0.0\n",
" branch_time_in_parent: 36500.0\n",
" comment: <null ref>\n",
" ... ...\n",
" status: 2019-10-25;created;by nhn2@columbia.edu\n",
" netcdf_tracking_ids: hdl:21.14100/6e88fbac-ee16-434e-88b4-92bd18c5300...\n",
" version_id: v20190726\n",
" intake_esm_varname: None\n",
" intake_esm_dataset_key: CMIP.NOAA-GFDL.GFDL-ESM4.historical.r1i1p1f1.Omo...\n",
" original_key: CMIP.NOAA-GFDL.GFDL-ESM4.historical.r1i1p1f1.Omo...array([1., 2.])
\n",
"
| \n",
"\n", "\n", " | \n", "
\n",
"
| \n",
"\n", "\n", " | \n", "
array([2.5000e+00, 1.0000e+01, 2.0000e+01, 3.2500e+01, 5.1250e+01, 7.5000e+01,\n",
" 1.0000e+02, 1.2500e+02, 1.5625e+02, 2.0000e+02, 2.5000e+02, 3.1250e+02,\n",
" 4.0000e+02, 5.0000e+02, 6.0000e+02, 7.0000e+02, 8.0000e+02, 9.0000e+02,\n",
" 1.0000e+03, 1.1000e+03, 1.2000e+03, 1.3000e+03, 1.4000e+03, 1.5375e+03,\n",
" 1.7500e+03, 2.0625e+03, 2.5000e+03, 3.0000e+03, 3.5000e+03, 4.0000e+03,\n",
" 4.5000e+03, 5.0000e+03, 5.5000e+03, 6.0000e+03, 6.5000e+03])\n",
"
| \n",
"\n", "\n", " | \n", "
\n",
"
| \n",
"\n", "\n", " | \n", "
\n",
"
| \n",
"\n", "\n", " | \n", "
array([cftime.DatetimeNoLeap(1850, 1, 16, 12, 0, 0, 0),\n",
" cftime.DatetimeNoLeap(1850, 2, 15, 0, 0, 0, 0),\n",
" cftime.DatetimeNoLeap(1850, 3, 16, 12, 0, 0, 0), ...,\n",
" cftime.DatetimeNoLeap(2014, 10, 16, 12, 0, 0, 0),\n",
" cftime.DatetimeNoLeap(2014, 11, 16, 0, 0, 0, 0),\n",
" cftime.DatetimeNoLeap(2014, 12, 16, 12, 0, 0, 0)], dtype=object)\n",
"
| \n",
"\n", "\n", " | \n", "
array([-299.75, -299.25, -298.75, ..., 58.75, 59.25, 59.75])
array([-77.907938, -77.723813, -77.539688, ..., 89.472 , 89.6832 ,\n",
" 89.8944 ])array([0, 1, 2, 3])
\n",
"
| \n",
"\n", "\n", " | \n", "
\n",
"
| \n",
"\n", "\n", " | \n", "
\n",
"
| \n",
"\n", "\n", " | \n", "
<xarray.Dataset>\n",
"Dimensions: (bnds: 2, time: 60265, vertex: 4, x: 256, y: 220)\n",
"Coordinates:\n",
" * x (x) int32 0 1 2 3 4 5 6 7 ... 248 249 250 251 252 253 254 255\n",
" * y (y) int32 0 1 2 3 4 5 6 7 ... 212 213 214 215 216 217 218 219\n",
" lat (y, x) float64 dask.array<chunksize=(220, 256), meta=np.ndarray>\n",
" lon (y, x) float64 dask.array<chunksize=(220, 256), meta=np.ndarray>\n",
" * time (time) object 1850-01-01 12:00:00 ... 2014-12-31 12:00:00\n",
" time_bounds (time, bnds) object dask.array<chunksize=(30133, 1), meta=np.ndarray>\n",
" lat_verticies (y, x, vertex) float64 dask.array<chunksize=(220, 256, 4), meta=np.ndarray>\n",
" lon_verticies (y, x, vertex) float64 dask.array<chunksize=(220, 256, 4), meta=np.ndarray>\n",
" * bnds (bnds) int64 0 1\n",
" * vertex (vertex) int64 0 1 2 3\n",
" lon_bounds (bnds, y, x) float64 dask.array<chunksize=(1, 220, 256), meta=np.ndarray>\n",
" lat_bounds (bnds, y, x) float64 dask.array<chunksize=(1, 220, 256), meta=np.ndarray>\n",
" areacello (y, x) float32 dask.array<chunksize=(220, 256), meta=np.ndarray>\n",
"Data variables:\n",
" tos (time, y, x) float32 dask.array<chunksize=(429, 220, 256), meta=np.ndarray>\n",
"Attributes:\n",
" Conventions: CF-1.7 CMIP-6.2\n",
" activity_id: CMIP\n",
" branch_method: standard\n",
" branch_time_in_child: 0.0\n",
" branch_time_in_parent: 0.0\n",
" cmor_version: 3.5.0\n",
" contact: cmip6-mpi-esm@dkrz.de\n",
" creation_date: 2019-09-11T14:21:40Z\n",
" data_specs_version: 01.00.30\n",
" experiment: all-forcing simulation of the recent past\n",
" experiment_id: historical\n",
" external_variables: areacello\n",
" forcing_index: 1\n",
" frequency: day\n",
" further_info_url: https://furtherinfo.es-doc.org/CMIP6.MPI-M.MPI-E...\n",
" grid: gn\n",
" grid_label: gn\n",
" history: 2019-09-11T14:21:40Z ; CMOR rewrote data to be c...\n",
" initialization_index: 1\n",
" institution: Max Planck Institute for Meteorology, Hamburg 20...\n",
" institution_id: MPI-M\n",
" license: CMIP6 model data produced by MPI-M is licensed u...\n",
" mip_era: CMIP6\n",
" nominal_resolution: 250 km\n",
" parent_activity_id: CMIP\n",
" parent_experiment_id: piControl\n",
" parent_mip_era: CMIP6\n",
" parent_source_id: MPI-ESM1-2-LR\n",
" parent_time_units: days since 1850-1-1 00:00:00\n",
" parent_variant_label: r1i1p1f1\n",
" physics_index: 1\n",
" product: model-output\n",
" project_id: CMIP6\n",
" realization_index: 1\n",
" realm: ocean\n",
" references: MPI-ESM: Mauritsen, T. et al. (2019), Developmen...\n",
" source: MPI-ESM1.2-LR (2017): \\naerosol: none, prescribe...\n",
" source_id: MPI-ESM1-2-LR\n",
" source_type: AOGCM\n",
" status: 2020-09-15;created; by gcs.cmip6.ldeo@gmail.com\n",
" sub_experiment: none\n",
" sub_experiment_id: none\n",
" table_id: Oday\n",
" table_info: Creation Date:(09 May 2019) MD5:e6ef8ececc8f3386...\n",
" title: MPI-ESM1-2-LR output prepared for CMIP6\n",
" tracking_id: hdl:21.14100/634f31a7-9841-4bd4-8a87-fcd03ea56e4...\n",
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" intake_esm_varname: None\n",
" intake_esm_dataset_key: CMIP.MPI-M.MPI-ESM1-2-LR.historical.r1i1p1f1.Oda...array([ 0, 1, 2, ..., 253, 254, 255], dtype=int32)
array([ 0, 1, 2, ..., 217, 218, 219], dtype=int32)
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<xarray.Dataset>\n",
"Dimensions: (bnds: 2, lev: 40, time: 1980, vertex: 4, x: 256, y: 220)\n",
"Coordinates:\n",
" * x (x) int32 0 1 2 3 4 5 6 7 ... 248 249 250 251 252 253 254 255\n",
" * y (y) int32 0 1 2 3 4 5 6 7 ... 212 213 214 215 216 217 218 219\n",
" lat (y, x) float64 dask.array<chunksize=(220, 256), meta=np.ndarray>\n",
" * lev (lev) float64 6.0 17.0 27.0 ... 4.67e+03 5.17e+03 5.72e+03\n",
" lev_bounds (lev, bnds) float64 dask.array<chunksize=(40, 2), meta=np.ndarray>\n",
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" * time (time) object 1850-01-16 12:00:00 ... 2014-12-16 12:00:00\n",
" time_bounds (time, bnds) object dask.array<chunksize=(1980, 2), meta=np.ndarray>\n",
" lat_verticies (y, x, vertex) float64 dask.array<chunksize=(220, 256, 4), meta=np.ndarray>\n",
" lon_verticies (y, x, vertex) float64 dask.array<chunksize=(220, 256, 4), meta=np.ndarray>\n",
" * bnds (bnds) int64 0 1\n",
" * vertex (vertex) int64 0 1 2 3\n",
" lon_bounds (bnds, y, x) float64 dask.array<chunksize=(1, 220, 256), meta=np.ndarray>\n",
" lat_bounds (bnds, y, x) float64 dask.array<chunksize=(1, 220, 256), meta=np.ndarray>\n",
" areacello (y, x) float32 dask.array<chunksize=(220, 256), meta=np.ndarray>\n",
" thkcello (time, lev, y, x) float32 dask.array<chunksize=(66, 40, 220, 256), meta=np.ndarray>\n",
"Data variables:\n",
" thetao (time, lev, y, x) float32 dask.array<chunksize=(13, 40, 220, 256), meta=np.ndarray>\n",
"Attributes:\n",
" Conventions: CF-1.7 CMIP-6.2\n",
" activity_id: CMIP\n",
" branch_method: standard\n",
" branch_time_in_child: 0.0\n",
" branch_time_in_parent: 18262.0\n",
" cmor_version: 3.5.0\n",
" contact: cmip6-mpi-esm@dkrz.de\n",
" creation_date: 2019-09-02T13:08:50Z\n",
" data_specs_version: 01.00.30\n",
" experiment: all-forcing simulation of the recent past\n",
" experiment_id: historical\n",
" external_variables: areacello volcello\n",
" forcing_index: 1\n",
" frequency: mon\n",
" further_info_url: https://furtherinfo.es-doc.org/CMIP6.MPI-M.MPI-E...\n",
" grid: gn\n",
" grid_label: gn\n",
" history: 2019-09-02T13:08:50Z ; CMOR rewrote data to be c...\n",
" initialization_index: 1\n",
" institution: Max Planck Institute for Meteorology, Hamburg 20...\n",
" institution_id: MPI-M\n",
" license: CMIP6 model data produced by MPI-M is licensed u...\n",
" mip_era: CMIP6\n",
" nominal_resolution: 250 km\n",
" parent_activity_id: CMIP\n",
" parent_experiment_id: piControl\n",
" parent_mip_era: CMIP6\n",
" parent_source_id: MPI-ESM1-2-LR\n",
" parent_time_units: days since 1850-1-1 00:00:00\n",
" parent_variant_label: r1i1p1f1\n",
" physics_index: 1\n",
" product: model-output\n",
" project_id: CMIP6\n",
" realization_index: 2\n",
" realm: ocean\n",
" references: MPI-ESM: Mauritsen, T. et al. (2019), Developmen...\n",
" source: MPI-ESM1.2-LR (2017): \\naerosol: none, prescribe...\n",
" source_id: MPI-ESM1-2-LR\n",
" source_type: AOGCM\n",
" status: 2020-07-12;created; by gcs.cmip6.ldeo@gmail.com\n",
" sub_experiment: none\n",
" sub_experiment_id: none\n",
" table_id: Omon\n",
" table_info: Creation Date:(09 May 2019) MD5:e6ef8ececc8f3386...\n",
" title: MPI-ESM1-2-LR output prepared for CMIP6\n",
" tracking_id: hdl:21.14100/9a791e46-3b24-49f0-a628-66ef71241d7...\n",
" variable_id: thetao\n",
" variant_label: r2i1p1f1\n",
" netcdf_tracking_ids: hdl:21.14100/9a791e46-3b24-49f0-a628-66ef71241d7...\n",
" version_id: v20190710\n",
" intake_esm_varname: None\n",
" intake_esm_dataset_key: CMIP.MPI-M.MPI-ESM1-2-LR.historical.r2i1p1f1.Omo...array([ 0, 1, 2, ..., 253, 254, 255], dtype=int32)
array([ 0, 1, 2, ..., 217, 218, 219], dtype=int32)
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array([ 6. , 17. , 27. , 37. , 47. , 57. , 68.5, 82.5, 100. ,\n",
" 122.5, 150. , 182.5, 220. , 262.5, 310. , 362.5, 420. , 485. ,\n",
" 560. , 645. , 740. , 845. , 960. , 1085. , 1220. , 1365. , 1525. ,\n",
" 1700. , 1885. , 2080. , 2290. , 2525. , 2785. , 3070. , 3395. , 3770. ,\n",
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array([cftime.DatetimeProlepticGregorian(1850, 1, 16, 12, 0, 0, 0),\n",
" cftime.DatetimeProlepticGregorian(1850, 2, 15, 0, 0, 0, 0),\n",
" cftime.DatetimeProlepticGregorian(1850, 3, 16, 12, 0, 0, 0), ...,\n",
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<xarray.Dataset>\n",
"Dimensions: (bnds: 2, lev: 30, time: 1980, x: 360, y: 218)\n",
"Coordinates:\n",
" * x (x) int32 0 1 2 3 4 5 6 7 8 ... 352 353 354 355 356 357 358 359\n",
" * y (y) int32 0 1 2 3 4 5 6 7 8 ... 210 211 212 213 214 215 216 217\n",
" lat (y, x) float64 dask.array<chunksize=(218, 360), meta=np.ndarray>\n",
" * lev (lev) float64 5.0 15.0 25.0 ... 3.856e+03 4.538e+03 5.244e+03\n",
" lev_bounds (lev, bnds) float64 dask.array<chunksize=(30, 2), meta=np.ndarray>\n",
" lon (y, x) float64 dask.array<chunksize=(218, 360), meta=np.ndarray>\n",
" * time (time) object 1850-01-16 13:00:00.000007 ... 2014-12-16 12:0...\n",
" time_bounds (time, bnds) object dask.array<chunksize=(1980, 2), meta=np.ndarray>\n",
" * bnds (bnds) int64 0 1\n",
" areacello (y, x) float32 dask.array<chunksize=(218, 360), meta=np.ndarray>\n",
"Data variables:\n",
" thetao (time, lev, y, x) float32 dask.array<chunksize=(5, 30, 218, 360), meta=np.ndarray>\n",
"Attributes:\n",
" Conventions: CF-1.7 CMIP-6.2\n",
" NCO: netCDF Operators version 4.8.1 (Homepage = http:...\n",
" activity_id: CMIP\n",
" branch_method: Spin-up documentation\n",
" branch_time_in_child: 674885.0\n",
" branch_time_in_parent: 236885.0\n",
" cmor_version: 3.4.0\n",
" contact: Yongqiang Yu(yyq@lasg.iap.ac.cn)\n",
" creation_date: 2019-10-07T20:29:01Z\n",
" data_specs_version: 01.00.30\n",
" experiment: all-forcing simulation of the recent past\n",
" experiment_id: historical\n",
" external_variables: areacello volcello\n",
" forcing_index: 1\n",
" frequency: mon\n",
" further_info_url: https://furtherinfo.es-doc.org/CMIP6.CAS.FGOALS-...\n",
" grid: gs1x1\n",
" grid_label: gn\n",
" history: Thu Nov 14 10:13:24 2019: ncatted -O -a license,...\n",
" initialization_index: 1\n",
" institution: Chinese Academy of Sciences, Beijing 100029, China\n",
" institution_id: CAS\n",
" license: CMIP6 model data produced by LASG, Institute of ...\n",
" mip_era: CMIP6\n",
" nominal_resolution: 100 km\n",
" parent_activity_id: CMIP\n",
" parent_experiment_id: piControl\n",
" parent_mip_era: CMIP6\n",
" parent_source_id: FGOALS-f3-L\n",
" parent_time_units: days since 0001-01-01\n",
" parent_variant_label: r1i1p1f1\n",
" physics_index: 1\n",
" product: model-output\n",
" realization_index: 2\n",
" realm: ocean\n",
" references: Model described by Yu et al.2019,\n",
" run_variant: forcing: black carbon aerosol only\n",
" source: FGOALS-f3-L (2017): \\naerosol: none\\natmos: FAMI...\n",
" source_id: FGOALS-f3-L\n",
" source_type: AOGCM\n",
" status: 2020-12-20;created; by gcs.cmip6.ldeo@gmail.com\n",
" sub_experiment: none\n",
" sub_experiment_id: none\n",
" table_id: Omon\n",
" table_info: Creation Date:(09 May 2019) MD5:cde930676e68ac67...\n",
" title: FGOALS-f3-L output prepared for CMIP6\n",
" tracking_id: hdl:21.14100/425a2350-df4c-4657-9b9d-5717e8cd983...\n",
" variable_id: thetao\n",
" variant_label: r2i1p1f1\n",
" netcdf_tracking_ids: hdl:21.14100/425a2350-df4c-4657-9b9d-5717e8cd983...\n",
" version_id: v20191008\n",
" intake_esm_varname: None\n",
" intake_esm_dataset_key: CMIP.CAS.FGOALS-f3-L.historical.r2i1p1f1.Omon.th...array([ 0, 1, 2, ..., 357, 358, 359], dtype=int32)
array([ 0, 1, 2, ..., 215, 216, 217], dtype=int32)
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| \n",
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array([5.000000e+00, 1.500000e+01, 2.500000e+01, 3.500000e+01, 4.500000e+01,\n",
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" 1.050000e+02, 1.150000e+02, 1.250000e+02, 1.350000e+02, 1.450000e+02,\n",
" 1.569303e+02, 1.784277e+02, 2.225018e+02, 3.031057e+02, 4.325961e+02,\n",
" 6.211931e+02, 8.765334e+02, 1.203337e+03, 1.603200e+03, 2.074526e+03,\n",
" 2.612596e+03, 3.209772e+03, 3.855835e+03, 4.538428e+03, 5.243597e+03])\n",
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<xarray.Dataset>\n",
"Dimensions: (bnds: 2, lev: 30, time: 1980, x: 360, y: 218)\n",
"Coordinates:\n",
" * x (x) int32 0 1 2 3 4 5 6 7 8 ... 352 353 354 355 356 357 358 359\n",
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" lat (y, x) float64 dask.array<chunksize=(218, 360), meta=np.ndarray>\n",
" * lev (lev) float64 5.0 15.0 25.0 ... 3.856e+03 4.538e+03 5.244e+03\n",
" lev_bounds (lev, bnds) float64 dask.array<chunksize=(30, 2), meta=np.ndarray>\n",
" lon (y, x) float64 dask.array<chunksize=(218, 360), meta=np.ndarray>\n",
" * time (time) object 1850-01-16 13:00:00.000007 ... 2014-12-16 12:0...\n",
" time_bounds (time, bnds) object dask.array<chunksize=(1980, 2), meta=np.ndarray>\n",
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" thetao (time, lev, y, x) float32 dask.array<chunksize=(5, 30, 218, 360), meta=np.ndarray>\n",
"Attributes:\n",
" Conventions: CF-1.7 CMIP-6.2\n",
" NCO: netCDF Operators version 4.8.1 (Homepage = http:...\n",
" activity_id: CMIP\n",
" branch_method: Spin-up documentation\n",
" branch_time_in_child: 674885.0\n",
" branch_time_in_parent: 236885.0\n",
" cmor_version: 3.4.0\n",
" contact: Yongqiang Yu(yyq@lasg.iap.ac.cn)\n",
" creation_date: 2019-10-07T20:29:01Z\n",
" data_specs_version: 01.00.30\n",
" experiment: all-forcing simulation of the recent past\n",
" experiment_id: historical\n",
" external_variables: areacello volcello\n",
" forcing_index: 1\n",
" frequency: mon\n",
" further_info_url: https://furtherinfo.es-doc.org/CMIP6.CAS.FGOALS-...\n",
" grid: gs1x1\n",
" grid_label: gn\n",
" history: Thu Nov 14 10:13:24 2019: ncatted -O -a license,...\n",
" initialization_index: 1\n",
" institution: Chinese Academy of Sciences, Beijing 100029, China\n",
" institution_id: CAS\n",
" license: CMIP6 model data produced by LASG, Institute of ...\n",
" mip_era: CMIP6\n",
" nominal_resolution: 100 km\n",
" parent_activity_id: CMIP\n",
" parent_experiment_id: piControl\n",
" parent_mip_era: CMIP6\n",
" parent_source_id: FGOALS-f3-L\n",
" parent_time_units: days since 0001-01-01\n",
" parent_variant_label: r1i1p1f1\n",
" physics_index: 1\n",
" product: model-output\n",
" realization_index: 2\n",
" realm: ocean\n",
" references: Model described by Yu et al.2019,\n",
" run_variant: forcing: black carbon aerosol only\n",
" source: FGOALS-f3-L (2017): \\naerosol: none\\natmos: FAMI...\n",
" source_id: FGOALS-f3-L\n",
" source_type: AOGCM\n",
" status: 2020-12-20;created; by gcs.cmip6.ldeo@gmail.com\n",
" sub_experiment: none\n",
" sub_experiment_id: none\n",
" table_id: Omon\n",
" table_info: Creation Date:(09 May 2019) MD5:cde930676e68ac67...\n",
" title: FGOALS-f3-L output prepared for CMIP6\n",
" tracking_id: hdl:21.14100/425a2350-df4c-4657-9b9d-5717e8cd983...\n",
" variable_id: thetao\n",
" variant_label: r2i1p1f1\n",
" netcdf_tracking_ids: hdl:21.14100/425a2350-df4c-4657-9b9d-5717e8cd983...\n",
" version_id: v20191008\n",
" intake_esm_varname: None\n",
" intake_esm_dataset_key: CMIP.CAS.FGOALS-f3-L.historical.r2i1p1f1.Omon.th...array([ 0, 1, 2, ..., 357, 358, 359], dtype=int32)
array([ 0, 1, 2, ..., 215, 216, 217], dtype=int32)
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array([5.000000e+00, 1.500000e+01, 2.500000e+01, 3.500000e+01, 4.500000e+01,\n",
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" 1.050000e+02, 1.150000e+02, 1.250000e+02, 1.350000e+02, 1.450000e+02,\n",
" 1.569303e+02, 1.784277e+02, 2.225018e+02, 3.031057e+02, 4.325961e+02,\n",
" 6.211931e+02, 8.765334e+02, 1.203337e+03, 1.603200e+03, 2.074526e+03,\n",
" 2.612596e+03, 3.209772e+03, 3.855835e+03, 4.538428e+03, 5.243597e+03])\n",
"
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array([cftime.DatetimeNoLeap(1850, 1, 16, 13, 0, 0, 7),\n",
" cftime.DatetimeNoLeap(1850, 2, 15, 0, 0, 0, 0),\n",
" cftime.DatetimeNoLeap(1850, 3, 16, 12, 0, 0, 0), ...,\n",
" cftime.DatetimeNoLeap(2014, 10, 16, 12, 0, 0, 0),\n",
" cftime.DatetimeNoLeap(2014, 11, 16, 0, 0, 0, 0),\n",
" cftime.DatetimeNoLeap(2014, 12, 16, 12, 0, 0, 0)], dtype=object)\n",
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array([0, 1])
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<xarray.Dataset>\n",
"Dimensions: (bnds: 2, lev: 30, time: 1980, x: 360, y: 218)\n",
"Coordinates:\n",
" * x (x) int32 0 1 2 3 4 5 6 7 8 ... 352 353 354 355 356 357 358 359\n",
" * y (y) int32 0 1 2 3 4 5 6 7 8 ... 210 211 212 213 214 215 216 217\n",
" lat (y, x) float64 dask.array<chunksize=(218, 360), meta=np.ndarray>\n",
" * lev (lev) float64 5.0 15.0 25.0 ... 3.856e+03 4.538e+03 5.244e+03\n",
" lev_bounds (lev, bnds) float64 dask.array<chunksize=(30, 2), meta=np.ndarray>\n",
" lon (y, x) float64 dask.array<chunksize=(218, 360), meta=np.ndarray>\n",
" * time (time) object 1850-01-16 13:00:00 ... 2014-12-16 12:00:00\n",
" time_bounds (time, bnds) object dask.array<chunksize=(1980, 2), meta=np.ndarray>\n",
" * bnds (bnds) int64 0 1\n",
" areacello (y, x) float32 dask.array<chunksize=(218, 360), meta=np.ndarray>\n",
"Data variables:\n",
" thetao (time, lev, y, x) float32 dask.array<chunksize=(10, 30, 218, 360), meta=np.ndarray>\n",
"Attributes:\n",
" Conventions: CF-1.7 CMIP-6.2\n",
" activity_id: CMIP\n",
" branch_method: Spin-up documentation\n",
" branch_time_in_child: 674885.0\n",
" branch_time_in_parent: 218635.0\n",
" cmor_version: 3.4.0\n",
" contact: Yongqiang Yu(yyq@lasg.iap.ac.cn)\n",
" creation_date: 2019-08-22T15:40:13Z\n",
" data_specs_version: 01.00.30\n",
" experiment: all-forcing simulation of the recent past\n",
" experiment_id: historical\n",
" external_variables: areacello volcello\n",
" forcing_index: 1\n",
" frequency: mon\n",
" further_info_url: https://furtherinfo.es-doc.org/CMIP6.CAS.FGOALS-...\n",
" grid: gs1x1\n",
" grid_label: gn\n",
" history: 2019-08-22T13:32:56Z ;rewrote data to be consist...\n",
" initialization_index: 1\n",
" institution: Chinese Academy of Sciences, Beijing 100029, China\n",
" institution_id: CAS\n",
" license: CMIP6 model data produced by Lawrence Livermore ...\n",
" mip_era: CMIP6\n",
" nominal_resolution: 100 km\n",
" parent_activity_id: CMIP\n",
" parent_experiment_id: piControl\n",
" parent_mip_era: CMIP6\n",
" parent_source_id: FGOALS-f3-L\n",
" parent_time_units: days since 0001-01-01\n",
" parent_variant_label: r1i1p1f1\n",
" physics_index: 1\n",
" product: model-output\n",
" realization_index: 1\n",
" realm: ocean\n",
" references: Model described by Yu et al.2019,\n",
" run_variant: forcing: black carbon aerosol only\n",
" source: FGOALS-f3-L (2017): \\naerosol: none\\natmos: FAMI...\n",
" source_id: FGOALS-f3-L\n",
" source_type: AOGCM\n",
" sub_experiment: none\n",
" sub_experiment_id: none\n",
" table_id: Omon\n",
" table_info: Creation Date:(09 May 2019) MD5:cde930676e68ac67...\n",
" title: FGOALS-f3-L output prepared for CMIP6\n",
" tracking_id: hdl:21.14100/1cddc583-15f9-4315-b09b-1bc2cef6198...\n",
" variable_id: thetao\n",
" variant_label: r1i1p1f1\n",
" status: 2019-10-25;created;by nhn2@columbia.edu\n",
" netcdf_tracking_ids: hdl:21.14100/1cddc583-15f9-4315-b09b-1bc2cef6198...\n",
" version_id: v20190822\n",
" intake_esm_varname: None\n",
" intake_esm_dataset_key: CMIP.CAS.FGOALS-f3-L.historical.r1i1p1f1.Omon.th...array([ 0, 1, 2, ..., 357, 358, 359], dtype=int32)
array([ 0, 1, 2, ..., 215, 216, 217], dtype=int32)
\n",
"
| \n",
"\n", "\n", " | \n", "
array([5.000000e+00, 1.500000e+01, 2.500000e+01, 3.500000e+01, 4.500000e+01,\n",
" 5.500000e+01, 6.500000e+01, 7.500000e+01, 8.500000e+01, 9.500000e+01,\n",
" 1.050000e+02, 1.150000e+02, 1.250000e+02, 1.350000e+02, 1.450000e+02,\n",
" 1.569303e+02, 1.784277e+02, 2.225018e+02, 3.031057e+02, 4.325961e+02,\n",
" 6.211931e+02, 8.765334e+02, 1.203337e+03, 1.603200e+03, 2.074526e+03,\n",
" 2.612596e+03, 3.209772e+03, 3.855835e+03, 4.538428e+03, 5.243597e+03])\n",
"
| \n",
"\n", "\n", " | \n", "
\n",
"
| \n",
"\n", "\n", " | \n", "
array([cftime.DatetimeNoLeap(1850, 1, 16, 13, 0, 0, 0),\n",
" cftime.DatetimeNoLeap(1850, 2, 15, 0, 0, 0, 0),\n",
" cftime.DatetimeNoLeap(1850, 3, 16, 12, 0, 0, 0), ...,\n",
" cftime.DatetimeNoLeap(2014, 10, 16, 12, 0, 0, 0),\n",
" cftime.DatetimeNoLeap(2014, 11, 16, 0, 0, 0, 0),\n",
" cftime.DatetimeNoLeap(2014, 12, 16, 12, 0, 0, 0)], dtype=object)\n",
"
| \n",
"\n", "\n", " | \n", "
array([0, 1])
\n",
"
| \n",
"\n", "\n", " | \n", "
\n",
"
| \n",
"\n", "\n", " | \n", "