{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {
    "tags": []
   },
   "source": [
    "# Figures for Yeager et al., 2025: Efficient Drift Correction of Initialized Earth System Predictions\n",
    "### CESM2-SMYLE and E3SMv2.1-SMYLE Nino3.4 SST analysis"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The autoreload extension is already loaded. To reload it, use:\n",
      "  %reload_ext autoreload\n"
     ]
    }
   ],
   "source": [
    "%load_ext autoreload\n",
    "%autoreload 2\n",
    "import xarray as xr \n",
    "import numpy as np  \n",
    "import cftime\n",
    "import copy\n",
    "import matplotlib.pyplot as plt\n",
    "import cartopy.crs as ccrs\n",
    "import xesmf as xe\n",
    "import os\n",
    "import nc_time_axis\n",
    "%matplotlib inline\n",
    "\n",
    "# import plotting and other utilities \n",
    "# https://github.com/sgyeager/mypyutils\n",
    "from mypyutils import calendar_utils as cal\n",
    "from mypyutils import mapplot_utils as maps\n",
    "from mypyutils import colorbar_utils as cbars\n",
    "from mypyutils import regrid_utils as regrid\n",
    "from mypyutils import io_utils as io\n",
    "from mypyutils import stat_utils as stat"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Create Dask Cluster"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {},
   "outputs": [],
   "source": [
    "try:\n",
    "    client.shutdown()\n",
    "except:\n",
    "    pass"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/glade/work/yeager/conda-envs/mypythonenv3/lib/python3.11/site-packages/distributed/node.py:182: UserWarning: Port 8787 is already in use.\n",
      "Perhaps you already have a cluster running?\n",
      "Hosting the HTTP server on port 36485 instead\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "data": {
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       "<div>\n",
       "    <div style=\"width: 24px; height: 24px; background-color: #e1e1e1; border: 3px solid #9D9D9D; border-radius: 5px; position: absolute;\"> </div>\n",
       "    <div style=\"margin-left: 48px;\">\n",
       "        <h3 style=\"margin-bottom: 0px;\">Client</h3>\n",
       "        <p style=\"color: #9D9D9D; margin-bottom: 0px;\">Client-f254f8e1-67e2-11f0-8f13-10ffe05c0015</p>\n",
       "        <table style=\"width: 100%; text-align: left;\">\n",
       "\n",
       "        <tr>\n",
       "        \n",
       "            <td style=\"text-align: left;\"><strong>Connection method:</strong> Cluster object</td>\n",
       "            <td style=\"text-align: left;\"><strong>Cluster type:</strong> dask_jobqueue.PBSCluster</td>\n",
       "        \n",
       "        </tr>\n",
       "\n",
       "        \n",
       "            <tr>\n",
       "                <td style=\"text-align: left;\">\n",
       "                    <strong>Dashboard: </strong> <a href=\"https://jupyterhub.hpc.ucar.edu/stable/user/yeager/proxy/36485/status\" target=\"_blank\">https://jupyterhub.hpc.ucar.edu/stable/user/yeager/proxy/36485/status</a>\n",
       "                </td>\n",
       "                <td style=\"text-align: left;\"></td>\n",
       "            </tr>\n",
       "        \n",
       "\n",
       "        </table>\n",
       "\n",
       "        \n",
       "            <button style=\"margin-bottom: 12px;\" data-commandlinker-command=\"dask:populate-and-launch-layout\" data-commandlinker-args='{\"url\": \"https://jupyterhub.hpc.ucar.edu/stable/user/yeager/proxy/36485/status\" }'>\n",
       "                Launch dashboard in JupyterLab\n",
       "            </button>\n",
       "        \n",
       "\n",
       "        \n",
       "            <details>\n",
       "            <summary style=\"margin-bottom: 20px;\"><h3 style=\"display: inline;\">Cluster Info</h3></summary>\n",
       "            <div class=\"jp-RenderedHTMLCommon jp-RenderedHTML jp-mod-trusted jp-OutputArea-output\">\n",
       "    <div style=\"width: 24px; height: 24px; background-color: #e1e1e1; border: 3px solid #9D9D9D; border-radius: 5px; position: absolute;\">\n",
       "    </div>\n",
       "    <div style=\"margin-left: 48px;\">\n",
       "        <h3 style=\"margin-bottom: 0px; margin-top: 0px;\">PBSCluster</h3>\n",
       "        <p style=\"color: #9D9D9D; margin-bottom: 0px;\">797ac0cf</p>\n",
       "        <table style=\"width: 100%; text-align: left;\">\n",
       "            <tr>\n",
       "                <td style=\"text-align: left;\">\n",
       "                    <strong>Dashboard:</strong> <a href=\"https://jupyterhub.hpc.ucar.edu/stable/user/yeager/proxy/36485/status\" target=\"_blank\">https://jupyterhub.hpc.ucar.edu/stable/user/yeager/proxy/36485/status</a>\n",
       "                </td>\n",
       "                <td style=\"text-align: left;\">\n",
       "                    <strong>Workers:</strong> 0\n",
       "                </td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                <td style=\"text-align: left;\">\n",
       "                    <strong>Total threads:</strong> 0\n",
       "                </td>\n",
       "                <td style=\"text-align: left;\">\n",
       "                    <strong>Total memory:</strong> 0 B\n",
       "                </td>\n",
       "            </tr>\n",
       "            \n",
       "        </table>\n",
       "\n",
       "        <details>\n",
       "            <summary style=\"margin-bottom: 20px;\">\n",
       "                <h3 style=\"display: inline;\">Scheduler Info</h3>\n",
       "            </summary>\n",
       "\n",
       "            <div style=\"\">\n",
       "    <div>\n",
       "        <div style=\"width: 24px; height: 24px; background-color: #FFF7E5; border: 3px solid #FF6132; border-radius: 5px; position: absolute;\"> </div>\n",
       "        <div style=\"margin-left: 48px;\">\n",
       "            <h3 style=\"margin-bottom: 0px;\">Scheduler</h3>\n",
       "            <p style=\"color: #9D9D9D; margin-bottom: 0px;\">Scheduler-a7c53950-e9e1-4f87-b603-086558b810c4</p>\n",
       "            <table style=\"width: 100%; text-align: left;\">\n",
       "                <tr>\n",
       "                    <td style=\"text-align: left;\">\n",
       "                        <strong>Comm:</strong> tcp://128.117.208.180:40487\n",
       "                    </td>\n",
       "                    <td style=\"text-align: left;\">\n",
       "                        <strong>Workers:</strong> 0\n",
       "                    </td>\n",
       "                </tr>\n",
       "                <tr>\n",
       "                    <td style=\"text-align: left;\">\n",
       "                        <strong>Dashboard:</strong> <a href=\"https://jupyterhub.hpc.ucar.edu/stable/user/yeager/proxy/36485/status\" target=\"_blank\">https://jupyterhub.hpc.ucar.edu/stable/user/yeager/proxy/36485/status</a>\n",
       "                    </td>\n",
       "                    <td style=\"text-align: left;\">\n",
       "                        <strong>Total threads:</strong> 0\n",
       "                    </td>\n",
       "                </tr>\n",
       "                <tr>\n",
       "                    <td style=\"text-align: left;\">\n",
       "                        <strong>Started:</strong> Just now\n",
       "                    </td>\n",
       "                    <td style=\"text-align: left;\">\n",
       "                        <strong>Total memory:</strong> 0 B\n",
       "                    </td>\n",
       "                </tr>\n",
       "            </table>\n",
       "        </div>\n",
       "    </div>\n",
       "\n",
       "    <details style=\"margin-left: 48px;\">\n",
       "        <summary style=\"margin-bottom: 20px;\">\n",
       "            <h3 style=\"display: inline;\">Workers</h3>\n",
       "        </summary>\n",
       "\n",
       "        \n",
       "\n",
       "    </details>\n",
       "</div>\n",
       "\n",
       "        </details>\n",
       "    </div>\n",
       "</div>\n",
       "            </details>\n",
       "        \n",
       "\n",
       "    </div>\n",
       "</div>"
      ],
      "text/plain": [
       "<Client: 'tcp://128.117.208.180:40487' processes=0 threads=0, memory=0 B>"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "def get_ClusterClient():\n",
    "    import dask\n",
    "    from dask_jobqueue import PBSCluster\n",
    "    from dask.distributed import Client\n",
    "    cluster = PBSCluster(\n",
    "        cores=1,\n",
    "        memory='32GB',\n",
    "        processes=1,\n",
    "        queue='casper',\n",
    "        resource_spec='select=1:ncpus=1:mem=32GB',\n",
    "        account='P06010014',\n",
    "        walltime='02:30:00',\n",
    "        local_directory='/glade/derecho/scratch/yeager/',\n",
    "        log_directory='/glade/derecho/scratch/yeager/',\n",
    "        interface='ext',\n",
    "        job_script_prologue=[\n",
    "        f'export ESMFMKFILE={os.environ[\"ESMFMKFILE\"]}'])\n",
    "\n",
    "    dask.config.set({\n",
    "        'distributed.dashboard.link':\n",
    "        'https://jupyterhub.hpc.ucar.edu/stable/user/{USER}/proxy/{port}/status',\n",
    "        \"distributed.scheduler.worker-saturation\": 1.0,\n",
    "        'array.slicing.split_large_chunks': True\n",
    "    })\n",
    "    client = Client(cluster)\n",
    "    return cluster, client\n",
    "\n",
    "cluster, client = get_ClusterClient()\n",
    "cluster.scale(30) \n",
    "client"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Read in CESM2-SMYLE TS monthly data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "datadir = '/glade/derecho/scratch/yeager/YeagerEA_EffDriftCorr/data/'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "cesm_smyle11 = xr.open_dataset(datadir+'CESM2-SMYLE_NOV.TS.1970-2020.nc').chunk({'M':1})\n",
    "cesm_smyle11['TS'] = cesm_smyle11['TS'].astype('float32')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "CPU times: user 1.48 s, sys: 184 ms, total: 1.66 s\n",
      "Wall time: 13.9 s\n"
     ]
    }
   ],
   "source": [
    "%%time\n",
    "smyle11_seas = cal.mon_to_seas_dask(cesm_smyle11)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Read in E3SM2-SMYLE TS monthly data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "e3sm_smyle11 = xr.open_dataset(datadir+'E3SMv2.1-SMYLE_NOV.TS.1970-2020.nc').chunk({'M':1})\n",
    "e3sm_smyle11['TS'] = e3sm_smyle11['TS'].astype('float32')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "CPU times: user 1.36 s, sys: 153 ms, total: 1.51 s\n",
      "Wall time: 12.7 s\n"
     ]
    }
   ],
   "source": [
    "%%time\n",
    "e3sm_smyle11_seas = cal.mon_to_seas_dask(e3sm_smyle11)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "e3sm_smyle11_seas['lon'] = smyle11_seas['lon']\n",
    "e3sm_smyle11_seas['lat'] = smyle11_seas['lat']"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Compute Regional-average SST"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Define Averaging Region"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [],
   "source": [
    "#lon-w, lon-e, lat-s, lat-n:\n",
    "lonlats = [-170.,-120.,-5.,5.]  \n",
    "regiontitle = 'Nino3.4'\n",
    "\n",
    "latwgts = np.cos(np.deg2rad(cesm_smyle11['lat'].sel(lat=slice(lonlats[2],lonlats[3]))))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Perform regional-average computation on SMYLE, returning xarray:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "CPU times: user 3.21 s, sys: 260 ms, total: 3.47 s\n",
      "Wall time: 20.4 s\n"
     ]
    }
   ],
   "source": [
    "%%time\n",
    "smyle11_seas_regsst = smyle11_seas['TS'].sel(lon=slice(lonlats[0],lonlats[1])).sel(lat=slice(lonlats[2],lonlats[3])).weighted(latwgts).mean((\"lon\", \"lat\")).load()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "CPU times: user 2.76 s, sys: 235 ms, total: 3 s\n",
      "Wall time: 18.1 s\n"
     ]
    }
   ],
   "source": [
    "%%time\n",
    "e3sm_smyle11_seas_regsst = e3sm_smyle11_seas['TS'].sel(lon=slice(lonlats[0],lonlats[1])).sel(lat=slice(lonlats[2],lonlats[3])).weighted(latwgts).mean((\"lon\", \"lat\")).load()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "tags": []
   },
   "source": [
    "### Observed merged TS"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [],
   "source": [
    "cruhad = xr.open_dataset(datadir+'merged_CRU-TS4.05_HadISST.TS.1960-2020.fv09.nc').astype('float32')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "tmp = cruhad['TS'].sel(lat=slice(lonlats[2],lonlats[3])).sel(lon=slice(lonlats[0]+360,lonlats[1]+360))\n",
    "obs_mon = tmp.weighted(latwgts).mean((\"lon\", \"lat\"))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "obs_seas = obs_mon.rolling(time=3,min_periods=3, center=True).mean().dropna('time',how='all')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Skill Analysis"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [],
   "source": [
    "smyle11_seas_time = smyle11_seas['time'].load()\n",
    "e3sm_smyle11_seas_time = e3sm_smyle11_seas['time'].load()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "CPU times: user 3.82 ms, sys: 0 ns, total: 3.82 ms\n",
      "Wall time: 3.86 ms\n"
     ]
    }
   ],
   "source": [
    "%%time\n",
    "# Remove leadtime-dependent climatology\n",
    "climy0 = 1982\n",
    "climy1 = 2016\n",
    "smyle11_seas_regsst_dd,smyle11_seas_regsst_drift = stat.remove_drift(smyle11_seas_regsst,smyle11_seas_time,climy0,climy1)\n",
    "e3sm_smyle11_seas_regsst_dd,e3sm_smyle11_seas_regsst_drift = stat.remove_drift(e3sm_smyle11_seas_regsst,e3sm_smyle11_seas_time,climy0,climy1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "CPU times: user 524 ms, sys: 7.07 ms, total: 531 ms\n",
      "Wall time: 900 ms\n"
     ]
    }
   ],
   "source": [
    "%%time\n",
    "# SMYLE seasonal skill\n",
    "smyle11_seas_skill = stat.compute_skill_seasonal(smyle11_seas_regsst_dd,smyle11_seas_time,obs_seas,str(climy0),str(climy1),1,8,resamp=0,detrend=True)\n",
    "e3sm_smyle11_seas_skill = stat.compute_skill_seasonal(e3sm_smyle11_seas_regsst_dd,e3sm_smyle11_seas_time,obs_seas,str(climy0),str(climy1),1,8,resamp=0,detrend=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Supplementary Figure 1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {},
   "outputs": [],
   "source": [
    "jan = obs_seas.time.dt.month==1\n",
    "obs_djf = obs_seas.where(jan).dropna('time')\n",
    "obs_djf = obs_djf - obs_djf.sel(time=slice(\"1982\",\"2016\")).mean('time')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x600 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.patches as mpatches\n",
    "fig = plt.figure(figsize=(12,6))\n",
    "\n",
    "nrow=2\n",
    "ncol=2\n",
    "plt.rcParams.update({'font.size': 10})\n",
    "\n",
    "ax1 = fig.add_subplot(nrow,ncol,1)\n",
    "ax1.set_ylim([-3.5,3.5])\n",
    "ax1.set_yticks([-2,0,2])\n",
    "ax1.set_yticks(np.arange(-3.5,4,0.5),minor=True)\n",
    "ax1.set_xlim([1968,2025])\n",
    "ax1.set_xticks(np.arange(1968,2026,2),minor=True)\n",
    "ax1.plot(obs_djf.time.dt.year,obs_djf,color='k',marker='.',markersize=6,label='OBS')\n",
    "        \n",
    "Lindex = 0\n",
    "lead = smyle11_seas_regsst_dd.isel(L=Lindex).L.values.item()-2\n",
    "acc = smyle11_seas_skill.isel(L=Lindex).corr.values.item()\n",
    "nrmse = smyle11_seas_skill.isel(L=Lindex).rmse.values.item()\n",
    "data = smyle11_seas_regsst_dd.isel(L=Lindex).dropna('Y')\n",
    "datatime = smyle11_seas_time.isel(L=Lindex).dropna('Y').dt.year\n",
    "titl = 'NOV init ({0:d}-mon lead), ACC={1:3.2f}'.format(lead,acc)+', nRMSE='+'{0:3.2f}'.format(nrmse)\n",
    "ax1.set_title('a. '+titl, loc='left')\n",
    "ax1.plot(datatime,data.mean('M'),color='g',linewidth=2,label='CESM2-SMYLE')\n",
    "datastd = data.std('M')\n",
    "ymin = data.mean('M')-datastd; ymax = data.mean('M')+datastd\n",
    "ax1.fill_between(datatime,ymin,ymax,fc='g',alpha=0.2)\n",
    "ax1.legend(loc='lower right')\n",
    "ax1.grid(True)\n",
    "\n",
    "ax2 = fig.add_subplot(nrow,ncol,2)\n",
    "ax2.set_ylim([-3.5,3.5])\n",
    "ax2.set_yticks([-2,0,2])\n",
    "ax2.set_yticks(np.arange(-3.5,4,0.5),minor=True)\n",
    "ax2.set_xlim([1968,2025])\n",
    "ax2.set_xticks(np.arange(1968,2026,2),minor=True)\n",
    "ax2.plot(obs_djf.time.dt.year,obs_djf,color='k',marker='.',markersize=6,label='OBS')\n",
    "\n",
    "Lindex = 4\n",
    "lead = smyle11_seas_regsst_dd.isel(L=Lindex).L.values.item()-2\n",
    "acc = smyle11_seas_skill.isel(L=Lindex).corr.values.item()\n",
    "nrmse = smyle11_seas_skill.isel(L=Lindex).rmse.values.item()\n",
    "data = smyle11_seas_regsst_dd.isel(L=Lindex).dropna('Y')\n",
    "datatime = smyle11_seas_time.isel(L=Lindex).dropna('Y').dt.year\n",
    "titl = 'NOV init ({0:d}-mon lead), ACC={1:3.2f}'.format(lead,acc)+', nRMSE='+'{0:3.2f}'.format(nrmse)\n",
    "ax2.set_title('b. '+titl, loc='left')\n",
    "ax2.plot(datatime,data.mean('M'),color='g',linewidth=2,label='CESM2-SMYLE')\n",
    "datastd = data.std('M')\n",
    "ymin = data.mean('M')-datastd; ymax = data.mean('M')+datastd\n",
    "ax2.fill_between(datatime,ymin,ymax,fc='g',alpha=0.2)\n",
    "ax2.legend(loc='lower right')\n",
    "ax2.grid(True)\n",
    "\n",
    "ax3 = fig.add_subplot(nrow,ncol,3)\n",
    "ax3.set_ylim([-3.5,3.5])\n",
    "ax3.set_yticks([-2,0,2])\n",
    "ax3.set_yticks(np.arange(-3.5,4,0.5),minor=True)\n",
    "ax3.set_xlim([1968,2025])\n",
    "ax3.set_xticks(np.arange(1968,2026,2),minor=True)\n",
    "ax3.plot(obs_djf.time.dt.year,obs_djf,color='k',marker='.',markersize=6,label='OBS')\n",
    "        \n",
    "Lindex = 0\n",
    "lead = e3sm_smyle11_seas_regsst_dd.isel(L=Lindex).L.values.item()-2\n",
    "acc = e3sm_smyle11_seas_skill.isel(L=Lindex).corr.values.item()\n",
    "nrmse = e3sm_smyle11_seas_skill.isel(L=Lindex).rmse.values.item()\n",
    "data = e3sm_smyle11_seas_regsst_dd.isel(L=Lindex).dropna('Y')\n",
    "datatime = e3sm_smyle11_seas_time.isel(L=Lindex).dropna('Y').dt.year\n",
    "titl = 'NOV init ({0:d}-mon lead), ACC={1:3.2f}'.format(lead,acc)+', nRMSE='+'{0:3.2f}'.format(nrmse)\n",
    "ax3.set_title('c. '+titl, loc='left')\n",
    "ax3.plot(datatime,data.mean('M'),color='r',linewidth=2,label='E3SMv2.1-SMYLE')\n",
    "datastd = data.std('M')\n",
    "ymin = data.mean('M')-datastd; ymax = data.mean('M')+datastd\n",
    "ax3.fill_between(datatime,ymin,ymax,fc='r',alpha=0.2)\n",
    "ax3.legend(loc='lower right')\n",
    "ax3.grid(True)\n",
    "\n",
    "ax4 = fig.add_subplot(nrow,ncol,4)\n",
    "ax4.set_ylim([-3.5,3.5])\n",
    "ax4.set_yticks([-2,0,2])\n",
    "ax4.set_yticks(np.arange(-3.5,4,0.5),minor=True)\n",
    "ax4.set_xlim([1968,2025])\n",
    "ax4.set_xticks(np.arange(1968,2026,2),minor=True)\n",
    "ax4.plot(obs_djf.time.dt.year,obs_djf,color='k',marker='.',markersize=6,label='OBS')\n",
    "        \n",
    "Lindex = 4\n",
    "lead = e3sm_smyle11_seas_regsst_dd.isel(L=Lindex).L.values.item()-2\n",
    "acc = e3sm_smyle11_seas_skill.isel(L=Lindex).corr.values.item()\n",
    "nrmse = e3sm_smyle11_seas_skill.isel(L=Lindex).rmse.values.item()\n",
    "data = e3sm_smyle11_seas_regsst_dd.isel(L=Lindex).dropna('Y')\n",
    "datatime = e3sm_smyle11_seas_time.isel(L=Lindex).dropna('Y').dt.year\n",
    "titl = 'NOV init ({0:d}-mon lead), ACC={1:3.2f}'.format(lead,acc)+', nRMSE='+'{0:3.2f}'.format(nrmse)\n",
    "ax4.set_title('d. '+titl, loc='left')\n",
    "ax4.plot(datatime,data.mean('M'),color='r',linewidth=2,label='E3SMv2.1-SMYLE')\n",
    "datastd = data.std('M')\n",
    "ymin = data.mean('M')-datastd; ymax = data.mean('M')+datastd\n",
    "ax4.fill_between(datatime,ymin,ymax,fc='r',alpha=0.2)\n",
    "ax4.legend(loc='lower right')\n",
    "ax4.grid(True)\n",
    "\n",
    "        \n",
    "\n",
    "fig.tight_layout()\n",
    "plt.savefig('Fig_supp01.png')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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