{ "cells": [ { "cell_type": "markdown", "id": "6a4a7b00", "metadata": {}, "source": [ "# Mixed Layer Depth (MLD)\n", "\n", "Compare Mixed Layer Depth (MLD) from the model with observtions for the World Ocean Atlas (WOA)" ] }, { "cell_type": "markdown", "id": "dfceb320-2cd9-4336-9ac1-291f9b0f7e30", "metadata": {}, "source": [ "## Imports" ] }, { "cell_type": "code", "execution_count": 1, "id": "e75c1894", "metadata": {}, "outputs": [], "source": [ "%load_ext autoreload\n", "%autoreload 2" ] }, { "cell_type": "code", "execution_count": 3, "id": "0de90a15", "metadata": {}, "outputs": [], "source": [ "import os\n", "\n", "from itertools import product\n", "\n", "import pandas as pd\n", "import numpy as np\n", "import xarray as xr\n", "\n", "import matplotlib.pyplot as plt\n", "import matplotlib.gridspec as gridspec\n", "import matplotlib.colors as colors\n", "import cmocean\n", "\n", "import cartopy\n", "import cartopy.crs as ccrs\n", "\n", "import xpersist as xp\n", "cache_dir = '/glade/p/cgd/oce/projects/cesm2-marbl/xpersist_cache/3d_fields'\n", "if (os.path.isdir(cache_dir)):\n", " xp.settings['cache_dir'] = cache_dir\n", "os.makedirs(cache_dir, exist_ok=True)\n", "\n", "import pop_tools\n", "\n", "import climo_utils as cu\n", "import utils\n", "import calc\n", "\n", "import plot" ] }, { "cell_type": "markdown", "id": "d8a1082a-97f2-4ed1-aac7-b1f5e8c12dc9", "metadata": {}, "source": [ "## Spin up a Cluster" ] }, { "cell_type": "code", "execution_count": 3, "id": "1c26a733", "metadata": { "tags": [] }, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", "\n", "\n", "
\n", "

Client

\n", "\n", "
\n", "

Cluster

\n", "
    \n", "
  • Workers: 0
  • \n", "
  • Cores: 0
  • \n", "
  • Memory: 0 B
  • \n", "
\n", "
" ], "text/plain": [ "" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cluster, client = utils.get_ClusterClient()\n", "cluster.scale(36) #adapt(minimum_jobs=0, maximum_jobs=24)\n", "client" ] }, { "cell_type": "markdown", "id": "6c667291-609f-4ef5-a6a5-1913f4a70725", "metadata": {}, "source": [ "## Read in the Model Grid" ] }, { "cell_type": "code", "execution_count": 4, "id": "8743a4de", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/glade/work/mclong/miniconda3/envs/cesm2-marbl/lib/python3.7/site-packages/numba/np/ufunc/parallel.py:365: NumbaWarning: The TBB threading layer requires TBB version 2019.5 or later i.e., TBB_INTERFACE_VERSION >= 11005. Found TBB_INTERFACE_VERSION = 6103. The TBB threading layer is disabled.\n", " warnings.warn(problem)\n" ] } ], "source": [ "ds_grid = pop_tools.get_grid('POP_gx1v7')" ] }, { "cell_type": "markdown", "id": "11963ec3-daba-43f0-8eae-cb5ef0cb4ca5", "metadata": {}, "source": [ "## Compute a Monthly and Seasonal Climatology" ] }, { "cell_type": "code", "execution_count": 5, "id": "2a72b4b6", "metadata": {}, "outputs": [], "source": [ "def monthly_clim(ds):\n", " return ds.groupby('time.month').mean('time')" ] }, { "cell_type": "code", "execution_count": 6, "id": "4bdebd50", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "assuming cache is correct\n", "reading cached file: /glade/p/cgd/oce/projects/cesm2-marbl/xpersist_cache/3d_fields/TEMP-presentday-monclim.nc\n", "assuming cache is correct\n", "reading cached file: /glade/p/cgd/oce/projects/cesm2-marbl/xpersist_cache/3d_fields/SALT-presentday-monclim.nc\n" ] }, { "data": { "text/html": [ "
\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
<xarray.Dataset>\n",
       "Dimensions:    (member_id: 11, month: 12, nlat: 384, nlon: 320, z_t: 60)\n",
       "Coordinates:\n",
       "  * z_t        (z_t) float32 500.0 1.5e+03 2.5e+03 ... 5.125e+05 5.375e+05\n",
       "    TLONG      (nlat, nlon) float64 320.6 321.7 322.8 ... 318.9 319.4 319.8\n",
       "    TLAT       (nlat, nlon) float64 -79.22 -79.22 -79.22 ... 72.2 72.19 72.19\n",
       "  * member_id  (member_id) int64 1 2 3 4 5 6 7 8 9 10 11\n",
       "    ULONG      (nlat, nlon) float64 321.1 322.3 323.4 ... 319.2 319.6 320.0\n",
       "    ULAT       (nlat, nlon) float64 -78.95 -78.95 -78.95 ... 72.42 72.41 72.41\n",
       "  * month      (month) int64 1 2 3 4 5 6 7 8 9 10 11 12\n",
       "Dimensions without coordinates: nlat, nlon\n",
       "Data variables:\n",
       "    SALT       (month, member_id, z_t, nlat, nlon) float32 ...\n",
       "    TEMP       (month, member_id, z_t, nlat, nlon) float32 ...
" ], "text/plain": [ "\n", "Dimensions: (member_id: 11, month: 12, nlat: 384, nlon: 320, z_t: 60)\n", "Coordinates:\n", " * z_t (z_t) float32 500.0 1.5e+03 2.5e+03 ... 5.125e+05 5.375e+05\n", " TLONG (nlat, nlon) float64 320.6 321.7 322.8 ... 318.9 319.4 319.8\n", " TLAT (nlat, nlon) float64 -79.22 -79.22 -79.22 ... 72.2 72.19 72.19\n", " * member_id (member_id) int64 1 2 3 4 5 6 7 8 9 10 11\n", " ULONG (nlat, nlon) float64 321.1 322.3 323.4 ... 319.2 319.6 320.0\n", " ULAT (nlat, nlon) float64 -78.95 -78.95 -78.95 ... 72.42 72.41 72.41\n", " * month (month) int64 1 2 3 4 5 6 7 8 9 10 11 12\n", "Dimensions without coordinates: nlat, nlon\n", "Data variables:\n", " SALT (month, member_id, z_t, nlat, nlon) float32 ...\n", " TEMP (month, member_id, z_t, nlat, nlon) float32 ..." ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "time_slice = slice(\"1990-01-15\", \"2015-01-15\")\n", "varlist = [\n", " 'TEMP',\n", " 'SALT', \n", "]\n", "ds_list = []\n", "for variable in varlist:\n", " xp_func = xp.persist_ds(cu.read_CESM_var, name=f'{variable}-presentday-monclim', trust_cache=True) \n", " ds_list.append(xp_func(\n", " time_slice, \n", " variable, \n", " postprocess=monthly_clim,\n", " ))\n", " \n", "ds = xr.merge(ds_list)[['SALT', 'TEMP']]\n", "ds" ] }, { "cell_type": "code", "execution_count": 7, "id": "9aacc792", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "assuming cache is correct\n", "reading cached file: /glade/p/cgd/oce/projects/cesm2-marbl/xpersist_cache/3d_fields/historical-mld-moc-MLD_030.zarr\n", "assuming cache is correct\n", "reading cached file: /glade/p/cgd/oce/projects/cesm2-marbl/xpersist_cache/3d_fields/historical-mld-moc-MLD_125.zarr\n", "CPU times: user 2.23 s, sys: 325 ms, total: 2.56 s\n", "Wall time: 32.3 s\n" ] }, { "data": { "text/html": [ "
\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
<xarray.Dataset>\n",
       "Dimensions:  (nlat: 384, nlon: 320, season: 4)\n",
       "Coordinates:\n",
       "  * nlat     (nlat) int64 0 1 2 3 4 5 6 7 8 ... 376 377 378 379 380 381 382 383\n",
       "  * nlon     (nlon) int64 0 1 2 3 4 5 6 7 8 ... 312 313 314 315 316 317 318 319\n",
       "  * season   (season) object 'DJF' 'JJA' 'MAM' 'SON'\n",
       "Data variables:\n",
       "    mld_030  (season, nlat, nlon) float64 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0\n",
       "    mld_125  (season, nlat, nlon) float64 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0\n",
       "    TLONG    (nlat, nlon) float64 320.6 321.7 322.8 323.9 ... 318.9 319.4 319.8\n",
       "    TLAT     (nlat, nlon) float64 -79.22 -79.22 -79.22 ... 72.2 72.19 72.19\n",
       "    KMT      (nlat, nlon) int32 0 0 0 0 0 0 0 0 0 0 0 ... 0 0 0 0 0 0 0 0 0 0 0
" ], "text/plain": [ "\n", "Dimensions: (nlat: 384, nlon: 320, season: 4)\n", "Coordinates:\n", " * nlat (nlat) int64 0 1 2 3 4 5 6 7 8 ... 376 377 378 379 380 381 382 383\n", " * nlon (nlon) int64 0 1 2 3 4 5 6 7 8 ... 312 313 314 315 316 317 318 319\n", " * season (season) object 'DJF' 'JJA' 'MAM' 'SON'\n", "Data variables:\n", " mld_030 (season, nlat, nlon) float64 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0\n", " mld_125 (season, nlat, nlon) float64 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0\n", " TLONG (nlat, nlon) float64 320.6 321.7 322.8 323.9 ... 318.9 319.4 319.8\n", " TLAT (nlat, nlon) float64 -79.22 -79.22 -79.22 ... 72.2 72.19 72.19\n", " KMT (nlat, nlon) int32 0 0 0 0 0 0 0 0 0 0 0 ... 0 0 0 0 0 0 0 0 0 0 0" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "%%time\n", "def ds_mon_to_ds_season(ds_mon):\n", " ds_mon = ds_mon.copy()\n", " ds_mon['season'] = xr.DataArray(['DJF']*2 + ['MAM']*3 + ['JJA']*3 + ['SON']*3 + ['DJF'], dims=('month'))\n", " ds_mon['dpm'] = xr.DataArray([31., 28., 31., 30., 31., 30., 31., 31., 30., 31., 30., 31.], dims=('month'))\n", " ds_mon = ds_mon.set_coords(['season', 'dpm'])\n", " weights = ds_mon.dpm.groupby('season') / ds_mon.dpm.groupby('season').sum()\n", " np.testing.assert_allclose(weights.groupby('season').sum().values, np.ones(4))\n", " return (ds_mon * weights).groupby('season').sum(dim='month')\n", "\n", "def compute_mld_model(dsigma):\n", " da_list = []\n", " for n in range(len(ds.member_id)):\n", " print(f'member_id {n}')\n", " da_list.append(\n", " calc.mld_dsigma(\n", " ds.SALT.isel(member_id=n).load(), \n", " ds.TEMP.isel(member_id=n).load(), \n", " dsigma=dsigma,).compute()\n", " )\n", " return xr.concat(ds_list, dim='member_id').to_dataset()\n", "\n", "mld_list = []\n", "for dsigma in [0.03, 0.125]:\n", " xp_func = xp.persist_ds(\n", " compute_mld_model,\n", " name=f'historical-mld-moc-MLD_{int(dsigma*1e3):03d}', \n", " trust_cache=True,\n", " format='zarr',\n", " )\n", " mld_list.append(xp_func(dsigma).rename({'MLD': f'mld_{int(dsigma*1e3):03d}'}))\n", "\n", "ds_mld = xr.merge(mld_list)\n", "\n", "# convert units\n", "for v in ds_mld.data_vars:\n", " ds_mld[v] = ds_mld[v] * 1e-2\n", " ds_mld[v].attrs['units'] = 'm'\n", "\n", "ds_mld = ds_mon_to_ds_season(ds_mld).mean('member_id').compute()\n", "\n", "for v in ['TLONG', 'TLAT', 'KMT']:\n", " ds_mld[v] = ds_grid[v]\n", " \n", "ds_mld" ] }, { "cell_type": "markdown", "id": "5c27cc3a-e624-441e-afac-e88c8afb66c6", "metadata": {}, "source": [ "## Read in Observational Data from the World Ocean Atlas" ] }, { "cell_type": "code", "execution_count": 8, "id": "80d7f09c", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
<xarray.Dataset>\n",
       "Dimensions:      (nlat: 384, nlon: 320, season: 4)\n",
       "Coordinates:\n",
       "  * nlat         (nlat) int64 0 1 2 3 4 5 6 7 ... 377 378 379 380 381 382 383\n",
       "  * nlon         (nlon) int64 0 1 2 3 4 5 6 7 ... 313 314 315 316 317 318 319\n",
       "  * season       (season) object 'DJF' 'JJA' 'MAM' 'SON'\n",
       "Data variables:\n",
       "    mld_030      (season, nlat, nlon) float64 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
       "    mld_125      (season, nlat, nlon) float64 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
       "    TLONG        (nlat, nlon) float64 320.6 321.7 322.8 ... 318.9 319.4 319.8\n",
       "    TLAT         (nlat, nlon) float64 -79.22 -79.22 -79.22 ... 72.2 72.19 72.19\n",
       "    KMT          (nlat, nlon) int32 0 0 0 0 0 0 0 0 0 0 ... 0 0 0 0 0 0 0 0 0 0\n",
       "    mld_125_obs  (season, nlat, nlon) float64 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
       "    mld_030_obs  (season, nlat, nlon) float64 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0
" ], "text/plain": [ "\n", "Dimensions: (nlat: 384, nlon: 320, season: 4)\n", "Coordinates:\n", " * nlat (nlat) int64 0 1 2 3 4 5 6 7 ... 377 378 379 380 381 382 383\n", " * nlon (nlon) int64 0 1 2 3 4 5 6 7 ... 313 314 315 316 317 318 319\n", " * season (season) object 'DJF' 'JJA' 'MAM' 'SON'\n", "Data variables:\n", " mld_030 (season, nlat, nlon) float64 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0\n", " mld_125 (season, nlat, nlon) float64 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0\n", " TLONG (nlat, nlon) float64 320.6 321.7 322.8 ... 318.9 319.4 319.8\n", " TLAT (nlat, nlon) float64 -79.22 -79.22 -79.22 ... 72.2 72.19 72.19\n", " KMT (nlat, nlon) int32 0 0 0 0 0 0 0 0 0 0 ... 0 0 0 0 0 0 0 0 0 0\n", " mld_125_obs (season, nlat, nlon) float64 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0\n", " mld_030_obs (season, nlat, nlon) float64 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds_obs = xr.open_dataset(\n", " '/glade/p/cgd/oce/projects/cesm2-marbl/woa2018-data/POP_gx1v7/monthly/woa18_derived_MLD.nc',\n", ")\n", "ds_obs = ds_mon_to_ds_season(ds_obs)\n", "ds_obs = ds_obs.rename({k: f'{k}_obs' for k in ds_obs.data_vars})\n", "ds_mld = xr.merge((ds_mld, ds_obs))\n", "ds_mld" ] }, { "cell_type": "markdown", "id": "302b4961-2eb5-4e14-b6af-601380b3bf0a", "metadata": {}, "source": [ "### Once our Computation is Done, Spin Down the Cluster" ] }, { "cell_type": "code", "execution_count": 9, "id": "bd5a7fe7", "metadata": {}, "outputs": [], "source": [ "client.close()\n", "cluster.close()\n", "del client\n", "del cluster" ] }, { "cell_type": "markdown", "id": "e36fc235-00cf-4083-a2c8-823f37b511c6", "metadata": {}, "source": [ "## Plot the Output" ] }, { "cell_type": "code", "execution_count": 10, "id": "dc356bd8", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ds_mld.mld_125.sel(season='DJF').plot()" ] }, { "cell_type": "code", "execution_count": 11, "id": "9e11e72b", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ds_mld.mld_125.sel(season='DJF').plot()" ] }, { "cell_type": "markdown", "id": "ee4951ca-7bcd-4eae-870d-e73070998e14", "metadata": {}, "source": [ "### Merge our Datasets Together and add a Cyclic Point" ] }, { "cell_type": "code", "execution_count": 12, "id": "67c0a217", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
<xarray.Dataset>\n",
       "Dimensions:             (nlat: 384, nlon: 321)\n",
       "Dimensions without coordinates: nlat, nlon\n",
       "Data variables:\n",
       "    TLAT                (nlat, nlon) float64 -79.22 -79.22 ... 80.31 80.31\n",
       "    TLONG               (nlat, nlon) float64 -220.6 -219.4 ... -39.57 -39.86\n",
       "    mld_125_summer      (nlat, nlon) float64 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0\n",
       "    mld_125_winter      (nlat, nlon) float64 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0\n",
       "    mld_030_summer      (nlat, nlon) float64 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0\n",
       "    mld_030_winter      (nlat, nlon) float64 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0\n",
       "    mld_125_obs_summer  (nlat, nlon) float64 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0\n",
       "    mld_125_obs_winter  (nlat, nlon) float64 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0\n",
       "    mld_030_obs_summer  (nlat, nlon) float64 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0\n",
       "    mld_030_obs_winter  (nlat, nlon) float64 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0
" ], "text/plain": [ "\n", "Dimensions: (nlat: 384, nlon: 321)\n", "Dimensions without coordinates: nlat, nlon\n", "Data variables:\n", " TLAT (nlat, nlon) float64 -79.22 -79.22 ... 80.31 80.31\n", " TLONG (nlat, nlon) float64 -220.6 -219.4 ... -39.57 -39.86\n", " mld_125_summer (nlat, nlon) float64 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0\n", " mld_125_winter (nlat, nlon) float64 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0\n", " mld_030_summer (nlat, nlon) float64 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0\n", " mld_030_winter (nlat, nlon) float64 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0\n", " mld_125_obs_summer (nlat, nlon) float64 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0\n", " mld_125_obs_winter (nlat, nlon) float64 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0\n", " mld_030_obs_summer (nlat, nlon) float64 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0\n", " mld_030_obs_winter (nlat, nlon) float64 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds_mld_merged = xr.Dataset({k: ds_grid[k] for k in ['TLONG', 'TLAT']})\n", "\n", "for v in ['mld_125', 'mld_030', 'mld_125_obs', 'mld_030_obs']:\n", " ds_mld_merged[f'{v}_summer'] = xr.where(ds_mld.TLAT < 0., ds_mld[v].sel(season='DJF'), ds_mld[v].sel(season='JJA'))\n", " ds_mld_merged[f'{v}_winter'] = xr.where(ds_mld.TLAT > 0., ds_mld[v].sel(season='DJF'), ds_mld[v].sel(season='JJA')) \n", " \n", "ds_mld_merged = utils.pop_add_cyclic(ds_mld_merged.drop(['nlat', 'nlon'])).compute()\n", "ds_mld_merged" ] }, { "cell_type": "markdown", "id": "1a9f24c3-582c-4036-97e2-f1d27e7ac141", "metadata": {}, "source": [ "### Plot Global Comparisons" ] }, { "cell_type": "code", "execution_count": 13, "id": "c762e3da", "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "cmap_field = cmocean.cm.thermal\n", "cmap_bias = cmocean.cm.curl\n", "\n", "levels = dict(\n", " Summer=np.arange(0., 105., 5.),\n", " Winter=np.arange(0., 320., 20.), \n", ")\n", "\n", "levels_bias = dict(\n", " Summer=np.arange(-100., 105., 5.),\n", " Winter=np.arange(-200., 220., 20.), \n", ") \n", "\n", "\n", "fig = plt.figure(figsize=(12, 8))\n", "gs = gridspec.GridSpec(nrows=3, ncols=5, width_ratios=(1, 1, 0.02, 1, 0.02))\n", "\n", "prj = ccrs.Robinson(central_longitude=305.0)\n", "\n", "axs = []\n", "maps = []\n", "for i, fld in enumerate(['Summer', 'Winter']):\n", " ax_m = plt.subplot(gs[i, 0], projection=prj)\n", " ax_o = plt.subplot(gs[i, 1], projection=prj)\n", " ax_b = plt.subplot(gs[i, 3], projection=prj)\n", " \n", " ax_m.set_global()\n", " ax_o.set_global()\n", " ax_b.set_global()\n", " \n", " cax_field = plt.subplot(gs[i, 2])\n", " cax_bias = plt.subplot(gs[i, 4])\n", " \n", " axs.append((ax_m, ax_o, cax_field, ax_b, cax_bias))\n", " maps.extend([ax_m, ax_o, ax_b])\n", " \n", " cesm = ds_mld_merged[f'mld_030_{fld.lower()}']\n", " obs = ds_mld_merged[f'mld_030_obs_{fld.lower()}']\n", " bias = cesm - obs\n", "\n", " cf_m = ax_m.contourf(\n", " ds_mld_merged.TLONG, ds_mld_merged.TLAT, cesm, \n", " levels=levels[fld], \n", " extend='max',\n", " cmap=cmap_field,\n", " norm=colors.BoundaryNorm(levels[fld], ncolors=cmap_field.N),\n", " transform=ccrs.PlateCarree(),\n", " )\n", " \n", " cf_o = ax_o.contourf(\n", " ds_mld_merged.TLONG, ds_mld_merged.TLAT, obs, \n", " levels=levels[fld], \n", " extend='max',\n", " cmap=cmap_field,\n", " norm=colors.BoundaryNorm(levels[fld], ncolors=cmap_field.N),\n", " transform=ccrs.PlateCarree(), \n", " )\n", "\n", " cf_b = ax_b.contourf(\n", " ds_mld_merged.TLONG, ds_mld_merged.TLAT, bias, \n", " levels=levels_bias[fld], \n", " extend='both', \n", " cmap=cmap_bias,\n", " norm=colors.BoundaryNorm(levels_bias[fld], ncolors=cmap_bias.N), \n", " transform=ccrs.PlateCarree(), \n", " ) \n", " \n", " for ax in [ax_m, ax_o, ax_b]:\n", " land = ax.add_feature(\n", " cartopy.feature.NaturalEarthFeature(\n", " 'physical','land','110m',\n", " edgecolor='face',\n", " facecolor='gray'\n", " )\n", " ) \n", " \n", " ax_m.set_title('CESM')\n", " ax_o.set_title('Observations') \n", " ax_b.set_title('Bias') \n", " \n", " cb_field = plt.colorbar(cf_o, cax=cax_field, drawedges=True)\n", " cb_field.ax.set_title('m')\n", " cb_field.outline.set_linewidth(0.5)\n", " cb_field.dividers.set_linewidth(0.25) \n", " \n", " cb_bias = plt.colorbar(cf_b, cax=cax_bias, drawedges=True)\n", " cb_bias.ax.set_title('m')\n", " cb_bias.outline.set_linewidth(0.5)\n", " cb_bias.dividers.set_linewidth(0.25) \n", " \n", "# add a gap between left two columns and right; scale colorbars\n", "gs.update(left=0.05, right=0.95, hspace=0.05, wspace=0.05)\n", "offset = 0.05\n", "cax_vert_shrink = 0.8\n", "for i in range(len(axs)):\n", " \n", " # the row of axis objects\n", " ax_m, ax_o, cax_field, ax_b, cax_bias = axs[i]\n", " \n", " # shift map\n", " p0 = ax_b.get_position()\n", " ax_b.set_position([p0.x0 + offset, p0.y0, p0.width, p0.height])\n", "\n", " # shift and scale colorbar\n", " p0 = cax_bias.get_position()\n", " shift_up = p0.height * (1. - cax_vert_shrink) / 2\n", " cax_bias.set_position([p0.x0 + offset, p0.y0 + shift_up, p0.width, p0.height * cax_vert_shrink])\n", "\n", " # scale colorbar \n", " p0 = cax_field.get_position()\n", " shift_up = p0.height * (1. - cax_vert_shrink) / 2\n", " cax_field.set_position([p0.x0, p0.y0 + shift_up, p0.width, p0.height * cax_vert_shrink])\n", "\n", "\n", "utils.subplot_row_labels([maps[i] for i in [0, 3]], ['Summer', 'Winter'], xoff=40)\n", "utils.label_plots(fig, maps, xoff=0.02, yoff=0) \n", "\n", "utils.savefig('mld-maps-003.pdf')" ] }, { "cell_type": "code", "execution_count": 14, "id": "de6b3648", "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "cmap_field = cmocean.cm.thermal\n", "cmap_bias = cmocean.cm.curl\n", "\n", "levels = dict(\n", " Summer=np.arange(0., 105., 5.),\n", " Winter=np.arange(0., 320., 20.), \n", ")\n", "\n", "levels_bias = dict(\n", " Summer=np.arange(-100., 105., 5.),\n", " Winter=np.arange(-200., 220., 20.), \n", ") \n", "\n", "\n", "fig = plt.figure(figsize=(12, 8))\n", "gs = gridspec.GridSpec(nrows=3, ncols=5, width_ratios=(1, 1, 0.02, 1, 0.02))\n", "\n", "prj = ccrs.Robinson(central_longitude=305.0)\n", "\n", "axs = []\n", "maps = []\n", "for i, fld in enumerate(['Summer', 'Winter']):\n", " ax_m = plt.subplot(gs[i, 0], projection=prj)\n", " ax_o = plt.subplot(gs[i, 1], projection=prj)\n", " ax_b = plt.subplot(gs[i, 3], projection=prj)\n", " \n", " ax_m.set_global()\n", " ax_o.set_global()\n", " ax_b.set_global()\n", " \n", " cax_field = plt.subplot(gs[i, 2])\n", " cax_bias = plt.subplot(gs[i, 4])\n", " \n", " axs.append((ax_m, ax_o, cax_field, ax_b, cax_bias))\n", " maps.extend([ax_m, ax_o, ax_b])\n", " \n", " cesm = ds_mld_merged[f'mld_125_{fld.lower()}']\n", " obs = ds_mld_merged[f'mld_125_obs_{fld.lower()}']\n", " bias = cesm - obs\n", "\n", " cf_m = ax_m.contourf(\n", " ds_mld_merged.TLONG, ds_mld_merged.TLAT, cesm, \n", " levels=levels[fld], \n", " extend='max',\n", " cmap=cmap_field,\n", " norm=colors.BoundaryNorm(levels[fld], ncolors=cmap_field.N),\n", " transform=ccrs.PlateCarree(),\n", " )\n", " \n", " cf_o = ax_o.contourf(\n", " ds_mld_merged.TLONG, ds_mld_merged.TLAT, obs, \n", " levels=levels[fld], \n", " extend='max',\n", " cmap=cmap_field,\n", " norm=colors.BoundaryNorm(levels[fld], ncolors=cmap_field.N),\n", " transform=ccrs.PlateCarree(), \n", " )\n", "\n", " cf_b = ax_b.contourf(\n", " ds_mld_merged.TLONG, ds_mld_merged.TLAT, bias, \n", " levels=levels_bias[fld], \n", " extend='both', \n", " cmap=cmap_bias,\n", " norm=colors.BoundaryNorm(levels_bias[fld], ncolors=cmap_bias.N), \n", " transform=ccrs.PlateCarree(), \n", " ) \n", " \n", " for ax in [ax_m, ax_o, ax_b]:\n", " land = ax.add_feature(\n", " cartopy.feature.NaturalEarthFeature(\n", " 'physical','land','110m',\n", " edgecolor='face',\n", " facecolor='gray'\n", " )\n", " ) \n", " \n", " ax_m.set_title('CESM')\n", " ax_o.set_title('Observations') \n", " ax_b.set_title('Bias') \n", " \n", " cb_field = plt.colorbar(cf_o, cax=cax_field, drawedges=True)\n", " cb_field.ax.set_title('m')\n", " cb_field.outline.set_linewidth(0.5)\n", " cb_field.dividers.set_linewidth(0.25) \n", " \n", " cb_bias = plt.colorbar(cf_b, cax=cax_bias, drawedges=True)\n", " cb_bias.ax.set_title('m')\n", " cb_bias.outline.set_linewidth(0.5)\n", " cb_bias.dividers.set_linewidth(0.25) \n", " \n", "# add a gap between left two columns and right; scale colorbars\n", "gs.update(left=0.05, right=0.95, hspace=0.05, wspace=0.05)\n", "offset = 0.05\n", "cax_vert_shrink = 0.8\n", "for i in range(len(axs)):\n", " \n", " # the row of axis objects\n", " ax_m, ax_o, cax_field, ax_b, cax_bias = axs[i]\n", " \n", " # shift map\n", " p0 = ax_b.get_position()\n", " ax_b.set_position([p0.x0 + offset, p0.y0, p0.width, p0.height])\n", "\n", " # shift and scale colorbar\n", " p0 = cax_bias.get_position()\n", " shift_up = p0.height * (1. - cax_vert_shrink) / 2\n", " cax_bias.set_position([p0.x0 + offset, p0.y0 + shift_up, p0.width, p0.height * cax_vert_shrink])\n", "\n", " # scale colorbar \n", " p0 = cax_field.get_position()\n", " shift_up = p0.height * (1. - cax_vert_shrink) / 2\n", " cax_field.set_position([p0.x0, p0.y0 + shift_up, p0.width, p0.height * cax_vert_shrink])\n", "\n", "\n", "utils.subplot_row_labels([maps[i] for i in [0, 3]], ['Summer', 'Winter'], xoff=40)\n", "utils.label_plots(fig, maps, xoff=0.02, yoff=0) \n", "\n", "utils.savefig('mld-maps-125.pdf')" ] } ], "metadata": { "kernelspec": { "display_name": "Python [conda env:miniconda3-cesm2-marbl]", "language": "python", "name": "conda-env-miniconda3-cesm2-marbl-py" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.10" } }, "nbformat": 4, "nbformat_minor": 5 }