{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Code for Fig. 1 and fig. S1 of\n", "#### Yeager et al., 2021: An Outsized Role for the Labrador Sea in the Multidecadal Variability of the Atlantic Overturning Circulation, *Science Advances*." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import xarray as xr \n", "import numpy as np \n", "import cftime\n", "import copy\n", "import scipy.stats\n", "from scipy import signal\n", "import util\n", "import cartopy.crs as ccrs\n", "import matplotlib.pyplot as plt\n", "%matplotlib inline" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "def open_POPdataset(x):\n", " ds = xr.open_dataset(x,decode_times=False)\n", " attrs=ds.time.attrs.copy()\n", " ds = ds.assign_coords(time=ds.time.values - 15)\n", " ds.time.attrs = attrs\n", " ds = xr.decode_cf(ds)\n", " return ds" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "datadir = '/glade/scratch/yeager/YeagerEA_ScienceAdvances_2021/'\n", "f2_hr = f'{datadir}/B.E.13.B1850C5.ne120_t12.sehires38.003.sunway_02.pop.h.020001_050012.MOCsig.nc'\n", "f2_lr = f'{datadir}/B.E.13.B1850C5.ne30g16.sehires38.003.sunway.pop.h.000101_050012.MOCsig.nc'\n", "f4_hr = f'{datadir}/B.E.13.B1850C5.ne120_t12.sehires38.003.sunway_02.pop.h.HMXL.March.natl.0200.0500.nc'\n", "f4_lr = f'{datadir}/B.E.13.B1850C5.ne30g16.sehires38.003.sunway.pop.h.HMXL.March.0200.0500.nc'\n", "f5_hr = f'{datadir}/wmf.regions.POP_0p1.nc'\n", "f5_hr_grid = f'{datadir}/B.E.13.B1850C5.ne120_t12.sehires38.003.sunway_02.pop.h.HMXL.Annual.climatology.0200.0500.nc'\n", "f5_lr = f'{datadir}/wmf.regions.POP_1deg.nc'\n", "\n", "ds2_hr = open_POPdataset(f2_hr) \n", "ds2_lr = open_POPdataset(f2_lr)\n", "ds4_hr = open_POPdataset(f4_hr)\n", "ds4_lr = open_POPdataset(f4_lr)\n", "ds5_hr = xr.open_dataset(f5_hr)\n", "ds5_hr_grid = xr.open_dataset(f5_hr_grid)\n", "ds5_lr = xr.open_dataset(f5_lr)\n", "ds4_lr['WMF_REGION_MASK']= ds5_lr['WMF_REGION_MASK']\n", "ds4_lr = util.pop_add_cyclic(ds4_lr)\n", "#ds5_lr = util.pop_add_cyclic(ds5_lr)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "# ARGO-based MLD\n", "fargo = f'{datadir}/Argo_mixedlayers_monthlyclim_12112019.nc'\n", "ds_argo = xr.open_dataset(fargo)\n", "argomldann = ds_argo.mld_dt_mean.mean('iMONTH')\n", "argomldmar = ds_argo.mld_dt_mean.isel(iMONTH=2)\n", "argolat = ds_argo.lat\n", "argolon = ds_argo.lon" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "# MLD Mean and StdDev\n", "hrmldmar = ds4_hr.HMXL\n", "hrmldmar = hrmldmar.where(hrmldmar>-1)/100.\n", "hrmldmean = hrmldmar.mean('time')\n", "lrmldmar = ds4_lr.HMXL/100.\n", "lrmldmean = lrmldmar.mean('time')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Select 20-year MLD climatologies " ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "tmp = hrmldmar.isel(nlon=slice(200,300)).isel(nlat=slice(200,300)).mean('nlon').mean('nlat')\n", "tmp.rolling(time=20,center=True).mean().plot();" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "hrmldmean1 = hrmldmar.sel(time=slice('0403-01','0422-12')).mean('time')" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "tmp = lrmldmar.isel(nlon=slice(158,175)).isel(nlat=slice(350,365)).mean('nlon').mean('nlat')\n", "tmp.rolling(time=20,center=True).mean().plot();" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "lrmldmean1 = lrmldmar.sel(time=slice('0381-01','0400-12')).mean('time')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Compute Means and Anomalies" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "# Annual Means\n", "ds2_hr_ann = ds2_hr.groupby('time.year').mean('time')\n", "ds2_lr_ann = ds2_lr.groupby('time.year').mean('time')\n", "ds2_hr_ann=ds2_hr_ann.rename({'year':'time'}).sel(time=slice(200,500))\n", "ds2_lr_ann=ds2_lr_ann.rename({'year':'time'}).sel(time=slice(200,500))\n", "\n", "# Annual Anomalies\n", "ds2_lr_mean = ds2_lr_ann.mean('time')\n", "ds2_lr_annanom = ds2_lr_ann - ds2_lr_mean\n", "ds2_hr_mean = ds2_hr_ann.mean('time')\n", "ds2_hr_annanom = ds2_hr_ann - ds2_hr_mean\n", "\n", "hrmldanom = hrmldmar - hrmldmean\n", "lrmldanom = lrmldmar - lrmldmean\n" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "# Detrended Anomalies\n", "ds2_lr_annanom_dt = xr.apply_ufunc(signal.detrend, ds2_lr_annanom.fillna(0), kwargs={'axis': 0}).where(ds2_lr_annanom.notnull())\n", "ds2_hr_annanom_dt = xr.apply_ufunc(signal.detrend, ds2_hr_annanom.fillna(0), kwargs={'axis': 0}).where(ds2_hr_annanom.notnull())\n", "hrmldanom_dt = xr.apply_ufunc(signal.detrend, hrmldanom.fillna(0), kwargs={'axis': 0}).where(hrmldanom.notnull())\n", "lrmldanom_dt = xr.apply_ufunc(signal.detrend, lrmldanom.fillna(0), kwargs={'axis': 0}).where(lrmldanom.notnull())" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "cutoff= 10.0 years\n" ] } ], "source": [ "# 10-year butterworth low-pass filter\n", "fs=1/(365*24*3600) # 1 year in Hz (sampling frequency)\n", "nyquist = fs / 2 # 0.5 times the sampling frequency\n", "cutoff = fs/10 # 10-year cutoff frequency\n", "cutoff = cutoff/nyquist # as fraction of nyquist \n", "print('cutoff= ',(1/(cutoff*nyquist))/(365*24*3600),' years') \n", "filtsos = signal.butter(4, cutoff, 'lowpass', output='sos') #low pass filter\n", "filtb, filta = signal.butter(4, cutoff, 'lowpass')" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "# Low-Pass (lp) anomalies:\n", "ds2_lr_lpanom_dt = xr.apply_ufunc(signal.sosfiltfilt, filtsos, ds2_lr_annanom_dt.fillna(0), kwargs={'padtype':'even','axis':0}).where(ds2_lr_annanom_dt.notnull())\n", "ds2_hr_lpanom_dt = xr.apply_ufunc(signal.sosfiltfilt, filtsos, ds2_hr_annanom_dt.fillna(0), kwargs={'padtype':'even','axis':0}).where(ds2_hr_annanom_dt.notnull())\n", "hrmld_lpanom_dt = xr.apply_ufunc(signal.sosfiltfilt, filtsos, hrmldanom_dt.fillna(0), kwargs={'padtype':'even','axis':0}).where(hrmldanom_dt.notnull())\n", "lrmld_lpanom_dt = xr.apply_ufunc(signal.sosfiltfilt, filtsos, lrmldanom_dt.fillna(0), kwargs={'padtype':'even','axis':0}).where(lrmldanom_dt.notnull())\n" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "# Detrended, filtered Std Dev:\n", "ds2_lr_lpdtstd = ds2_lr_lpanom_dt.std('time')\n", "ds2_hr_lpdtstd = ds2_hr_lpanom_dt.std('time')\n", "hrmld_lpdtstd = hrmld_lpanom_dt.std('time')\n", "lrmld_lpdtstd = lrmld_lpanom_dt.std('time')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Compute region lines" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "# Get Line Arrays\n", "lrtlat = ds4_lr.TLAT\n", "lrtlon = xr.where(ds4_lr.TLONG>180.,ds4_lr.TLONG-360.,ds4_lr.TLONG)\n", "hrtlat = ds4_hr.TLAT\n", "hrtlon = xr.where(ds4_hr.TLONG>180.,ds4_hr.TLONG-360.,ds4_hr.TLONG)\n", "\n", "lrmsk = ds4_lr.WMF_REGION_MASK\n", "lrmskw = lrmsk.roll(nlon=1,roll_coords=False)\n", "lrmske = lrmsk.roll(nlon=-1,roll_coords=False)\n", "lrmskn = lrmsk.shift(nlat=-1)\n", "lrmsks = lrmsk.shift(nlat=1)\n", "lrmskne = lrmske.shift(nlat=-1)\n", "lrmsknw = lrmskw.shift(nlat=-1)\n", "\n", "lrtlat_osnw = lrtlat.where((lrmsk==10) & ((lrmskn==4) | (lrmskw==4))).values.flatten()\n", "lrtlat_osnw = lrtlat_osnw[~np.isnan(lrtlat_osnw)]\n", "lrtlon_osnw = lrtlon.where((lrmsk==10) & ((lrmskn==4) | (lrmskw==4))).values.flatten()\n", "lrtlon_osnw = lrtlon_osnw[~np.isnan(lrtlon_osnw)]\n", "lrtlat_osne = lrtlat.where((lrmsk==10) & ((lrmskn==3)&(lrmsks==2))).values.flatten()\n", "lrtlat_osne = lrtlat_osne[~np.isnan(lrtlat_osne)]\n", "lrtlon_osne = lrtlon.where((lrmsk==10) & ((lrmskn==3)&(lrmsks==2))).values.flatten()\n", "lrtlon_osne = lrtlon_osne[~np.isnan(lrtlon_osne)]\n", "lrtlat_gsr = lrtlat.where((lrmsk==11)).values.flatten()\n", "lrtlat_gsr = lrtlat_gsr[~np.isnan(lrtlat_gsr)]\n", "lrtlon_gsr = lrtlon.where((lrmsk==11)).values.flatten()\n", "lrtlon_gsr = lrtlon_gsr[~np.isnan(lrtlon_gsr)]\n", "lrtlat_spg = lrtlat.where((lrmsk==2) & (lrmskw==1)).values.flatten()\n", "lrtlat_spg = lrtlat_spg[~np.isnan(lrtlat_spg)]\n", "lrtlon_spg = lrtlon.where((lrmsk==2) & (lrmskw==1)).values.flatten()\n", "lrtlon_spg = lrtlon_spg[~np.isnan(lrtlon_spg)]\n", "lrtlat_arc = lrtlat.where((lrmsk==5) & ((lrmskn==6) | (lrmske==6))).values.flatten()\n", "lrtlat_arc = lrtlat_arc[~np.isnan(lrtlat_arc)]\n", "lrtlon_arc = lrtlon.where((lrmsk==5) & ((lrmskn==6) | (lrmske==6))).values.flatten()\n", "lrtlon_arc = lrtlon_arc[~np.isnan(lrtlon_arc)]\n", "\n", "\n", "hrmsk = ds5_hr.WMF_REGION_MASK\n", "hrtlatglb = ds5_hr_grid.TLAT\n", "hrtlonglb = xr.where(ds5_hr_grid.TLONG>180.,ds5_hr_grid.TLONG-360.,ds5_hr_grid.TLONG)\n", "hrmskw = hrmsk.roll(nlon=1,roll_coords=False)\n", "hrmske = hrmsk.roll(nlon=-1,roll_coords=False)\n", "hrmskn = hrmsk.shift(nlat=-1)\n", "hrmsks = hrmsk.shift(nlat=1)\n", "hrmskne = hrmske.shift(nlat=-1)\n", "hrmsknw = hrmskw.shift(nlat=-1)\n", "\n", "hrtlat_osnw = hrtlatglb.where((hrmsk==10) & ((hrmskn==4) | (hrmskw==4))).values.flatten()\n", "hrtlat_osnw = hrtlat_osnw[~np.isnan(hrtlat_osnw)]\n", "hrtlon_osnw = hrtlonglb.where((hrmsk==10) & ((hrmskn==4) | (hrmskw==4))).values.flatten()\n", "hrtlon_osnw = hrtlon_osnw[~np.isnan(hrtlon_osnw)]\n", "hrtlat_osne = hrtlatglb.where((hrmsk==10) & ((hrmskn==3)&(hrmsks==2))).values.flatten()\n", "hrtlat_osne = hrtlat_osne[~np.isnan(hrtlat_osne)]\n", "hrtlon_osne = hrtlonglb.where((hrmsk==10) & ((hrmskn==3)&(hrmsks==2))).values.flatten()\n", "hrtlon_osne = hrtlon_osne[~np.isnan(hrtlon_osne)]\n", "hrtlat_gsr = hrtlatglb.where((hrmsk==11)).values.flatten()\n", "hrtlat_gsr = hrtlat_gsr[~np.isnan(hrtlat_gsr)]\n", "hrtlon_gsr = hrtlonglb.where((hrmsk==11)).values.flatten()\n", "hrtlon_gsr = hrtlon_gsr[~np.isnan(hrtlon_gsr)]\n", "hrtlat_spg = hrtlatglb.where((hrmsk==2) & (hrmskw==1)).values.flatten()\n", "hrtlat_spg = hrtlat_spg[~np.isnan(hrtlat_spg)]\n", "hrtlon_spg = hrtlonglb.where((hrmsk==2) & (hrmskw==1)).values.flatten()\n", "hrtlon_spg = hrtlon_spg[~np.isnan(hrtlon_spg)]\n", "hrtlat_arc = hrtlatglb.where((hrmsk==5) & ((hrmskn==6) | (hrmske==6))).values.flatten()\n", "hrtlat_arc = hrtlat_arc[~np.isnan(hrtlat_arc)]\n", "hrtlon_arc = hrtlonglb.where((hrmsk==5) & ((hrmskn==6) | (hrmske==6))).values.flatten()\n", "hrtlon_arc = hrtlon_arc[~np.isnan(hrtlon_arc)]\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Fig 1" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ ":108: MatplotlibDeprecationWarning: The 'extend' parameter to Colorbar has no effect because it is overridden by the mappable; it is deprecated since 3.3 and will be removed two minor releases later.\n", " fig.colorbar(cntr1, cax=cbar_ax1, label='m', extend='max')\n", ":110: MatplotlibDeprecationWarning: The 'extend' parameter to Colorbar has no effect because it is overridden by the mappable; it is deprecated since 3.3 and will be removed two minor releases later.\n", " fig.colorbar(cntr4, cax=cbar_ax2, label='m', extend='max')\n", ":112: MatplotlibDeprecationWarning: The 'extend' parameter to Colorbar has no effect because it is overridden by the mappable; it is deprecated since 3.3 and will be removed two minor releases later.\n", " fig.colorbar(cntr7a1, cax=cbar_ax3, label='Sv', extend='max')\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "merid45_lon = np.arange(-60,0,0.5)\n", "merid45_lat = merid45_lon.copy()\n", "merid45_lat[:] = 45.\n", "\n", "# MLD Mean & Std Dev\n", "central_lon, central_lat = -30, 60\n", "extent = [-60, 0, 39, 80]\n", "mnlevs = np.arange(0,16,1)*100.\n", "sdlevs = np.arange(0,16,1)*30.\n", "reglevs = [0,1,2,3,4,5,6]\n", "fontsize=12\n", "\n", "textlon = np.array([-55.,-52.,-41.,-38.,-5,25])\n", "textlat = np.array([53.,46., 46.,64,66,73])\n", "textstr = ('1', '2','3','4','5','6')\n", "\n", "#colmap = copy.copy(plt.cm.bwr)\n", "colmap = copy.copy(plt.cm.RdBu_r)\n", "#colmap = copy.copy(plt.cm.seismic)\n", "overclr = 'gold'\n", "lineclr = 'yellow'\n", "lineclr2 = 'orange'\n", "\n", "# Create projection:\n", "proj = ccrs.Orthographic(central_lon, central_lat)\n", "fig = plt.figure(figsize=(14, 8))\n", "spec = fig.add_gridspec(ncols=6, nrows=2, figure=fig)\n", "ax1 = fig.add_subplot(spec[0, 0:2], projection=proj)\n", "ax2 = fig.add_subplot(spec[0, 2:4], projection=proj)\n", "ax3 = fig.add_subplot(spec[0, 4:], projection=proj)\n", "ax4 = fig.add_subplot(spec[1, 0:2], projection=proj)\n", "\n", "\n", "ax1.set_title('A) MODEL: Mean March MLD (300-year)',fontsize=fontsize, loc='left')\n", "cntr1 = ax1.contourf(hrtlon, hrtlat, hrmldmean, levels=mnlevs, cmap=colmap, transform=ccrs.PlateCarree(), extend='max')\n", "cntr1a = ax1.plot(hrtlon_osnw, hrtlat_osnw, color=lineclr2,transform=ccrs.PlateCarree())\n", "cntr1b = ax1.plot(hrtlon_osne, hrtlat_osne, color=lineclr2,transform=ccrs.PlateCarree())\n", "cntr1c = ax1.plot(hrtlon_gsr, hrtlat_gsr, color=lineclr,transform=ccrs.PlateCarree())\n", "cntr1d = ax1.plot(merid45_lon, merid45_lat, color=lineclr,transform=ccrs.PlateCarree())\n", "cntr1e = ax1.plot(hrtlon_spg, hrtlat_spg, color=lineclr,transform=ccrs.PlateCarree())\n", "cntr1f = ax1.plot(hrtlon_arc, hrtlat_arc,color=lineclr,transform=ccrs.PlateCarree())\n", "marker1 = ax1.plot(-43.5, 60.5,color='r',marker='*',ms=10,markeredgecolor='k',transform=ccrs.PlateCarree())\n", "for i in range(textlon.size):\n", " ax1.text(textlon[i],textlat[i], textstr[i], transform=ccrs.PlateCarree(),color='palegreen',fontsize=11,weight='bold')\n", "cntr1.cmap.set_over(overclr)\n", "ax1.coastlines()\n", "ax1.set_extent(extent)\n", "\n", "ax2.set_title('B) MODEL: Mean March MLD (20-year)',fontsize=fontsize, loc='left')\n", "cntr2 = ax2.contourf(hrtlon, hrtlat, hrmldmean1, levels=mnlevs, cmap=colmap, transform=ccrs.PlateCarree(), extend='max')\n", "cntr2a = ax2.plot(hrtlon_osnw, hrtlat_osnw, color=lineclr2,transform=ccrs.PlateCarree())\n", "cntr2b = ax2.plot(hrtlon_osne, hrtlat_osne, color=lineclr2,transform=ccrs.PlateCarree())\n", "cntr2c = ax2.plot(hrtlon_gsr, hrtlat_gsr, color=lineclr,transform=ccrs.PlateCarree())\n", "cntr2d = ax2.plot(merid45_lon, merid45_lat, color=lineclr,transform=ccrs.PlateCarree())\n", "cntr2e = ax2.plot(hrtlon_spg, hrtlat_spg, color=lineclr,transform=ccrs.PlateCarree())\n", "cntr2f = ax2.plot(hrtlon_arc, hrtlat_arc,color=lineclr,transform=ccrs.PlateCarree())\n", "cntr2.cmap.set_over(overclr)\n", "ax2.coastlines()\n", "ax2.set_extent(extent)\n", "\n", "ax3.set_title('C) OBS: Mean March MLD',fontsize=fontsize, loc='left')\n", "cntr3 = ax3.contourf(argolon, argolat, argomldmar, levels=mnlevs, cmap=colmap, transform=ccrs.PlateCarree(), extend='max')\n", "cntr3.cmap.set_over(overclr)\n", "ax3.coastlines()\n", "ax3.set_extent(extent)\n", "\n", "ax4.set_title('D) MODEL: March MLD LF Std Dev',fontsize=fontsize, loc='left')\n", "cntr4 = ax4.contourf(hrtlon, hrtlat, hrmld_lpdtstd, levels=sdlevs, cmap=colmap, transform=ccrs.PlateCarree(), extend='max')\n", "cntr4.cmap.set_over(overclr)\n", "ax4.coastlines()\n", "ax4.set_extent(extent)\n", "\n", "contcolor = 'dimgrey'\n", "mnlevs = np.arange(0,17,1)*2. - 4.\n", "sdlevs = np.arange(0,16,1)*0.15\n", "ax7b = fig.add_axes([0.525, 0.13, 0.37, 0.17])\n", "ax7a = fig.add_axes([0.525, 0.305, 0.37, 0.17])\n", "fmt = '%2.0i'\n", "ax7a.set_title(r'E) MODEL: $\\Psi$ Mean and LF Std Dev',fontsize=fontsize, loc='left')\n", "work7a = ds2_hr_lpdtstd.MOCsig.isel(transport_reg=1).isel(moc_comp=0)\n", "work7b = ds2_hr_mean.MOCsig.isel(transport_reg=1).isel(moc_comp=0)\n", "cntr7a1 = ax7a.contourf(work7a.lat_aux_grid, work7a.moc_s, work7a, levels=sdlevs, cmap=colmap, extend='max')\n", "cntr7a2 = ax7a.contour(work7b.lat_aux_grid, work7b.moc_s, work7b,levels=mnlevs, linewidths=0.5, colors=contcolor)\n", "cntr7a1.cmap.set_over(overclr)\n", "ax7a.set_ylim(36.5, 34.5)\n", "ax7a.set_xlim(30, 70)\n", "ax7a.set_ylabel(r'$\\sigma_2\\; (kg/m^{3})$',loc='bottom')\n", "ax7a.set_xticklabels([])\n", "ax7a.set_xticks([])\n", "#ax7a.plot([55,55],[36.25,35.75],c='k')\n", "clabs = ((35,35.5),(50,35.5))\n", "ax7a.clabel(cntr7a2, inline=True, fontsize=10, colors='k',fmt=fmt, manual=clabs)\n", "\n", "cntr7b1 = ax7b.contourf(work7a.lat_aux_grid, work7a.moc_s, work7a, levels=sdlevs, cmap=colmap, extend='max')\n", "cntr7b2 = ax7b.contour(work7b.lat_aux_grid, work7b.moc_s, work7b,levels=mnlevs, linewidths=0.5, colors=contcolor)\n", "cntr7b1.cmap.set_over(overclr)\n", "ax7b.set_ylim(37.4, 36.5)\n", "ax7b.set_xlim(30, 70)\n", "ax7b.set_xlabel('Latitude')\n", "ax7b.set_yticks([37.25,37.0,36.75,36.5])\n", "ax7b.set_yticklabels(['37.25','37.0','36.75',''])\n", "#ax7b.plot([55,55],[37.0,37.25],c='k')\n", "clabs = ((40,36.87),(50,36.75))\n", "ax7b.clabel(cntr7b2, inline=True, fontsize=10, colors='k',fmt=fmt, manual=clabs)\n", "\n", "fig.subplots_adjust(right=0.9)\n", "cbar_ax1 = fig.add_axes([0.91, 0.54, 0.02, 0.35])\n", "fig.colorbar(cntr1, cax=cbar_ax1, label='m', extend='max')\n", "cbar_ax2 = fig.add_axes([0.38, 0.125, 0.02, 0.35])\n", "fig.colorbar(cntr4, cax=cbar_ax2, label='m', extend='max')\n", "cbar_ax3 = fig.add_axes([0.91, 0.125, 0.02, 0.35])\n", "fig.colorbar(cntr7a1, cax=cbar_ax3, label='Sv', extend='max')\n", "\n", "plt.savefig('Fig_1.pdf')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# fig S1" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ ":108: MatplotlibDeprecationWarning: The 'extend' parameter to Colorbar has no effect because it is overridden by the mappable; it is deprecated since 3.3 and will be removed two minor releases later.\n", " fig.colorbar(cntr1, cax=cbar_ax1, label='m', extend='max')\n", ":110: MatplotlibDeprecationWarning: The 'extend' parameter to Colorbar has no effect because it is overridden by the mappable; it is deprecated since 3.3 and will be removed two minor releases later.\n", " fig.colorbar(cntr4, cax=cbar_ax2, label='m', extend='max')\n", ":112: MatplotlibDeprecationWarning: The 'extend' parameter to Colorbar has no effect because it is overridden by the mappable; it is deprecated since 3.3 and will be removed two minor releases later.\n", " fig.colorbar(cntr7a1, cax=cbar_ax3, label='Sv', extend='max')\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "merid45_lon = np.arange(-60,0,0.5)\n", "merid45_lat = merid45_lon.copy()\n", "merid45_lat[:] = 45.\n", "\n", "# MLD Mean & Std Dev\n", "central_lon, central_lat = -30, 60\n", "extent = [-60, 0, 39, 80]\n", "mnlevs = np.arange(0,16,1)*100.\n", "sdlevs = np.arange(0,16,1)*30.\n", "reglevs = [0,1,2,3,4,5,6]\n", "fontsize=12\n", "\n", "textlon = np.array([-55.,-52.,-41.,-38.,-5,25])\n", "textlat = np.array([53.,46., 46.,64,66,73])\n", "textstr = ('1', '2','3','4','5','6')\n", "\n", "#colmap = copy.copy(plt.cm.bwr)\n", "colmap = copy.copy(plt.cm.RdBu_r)\n", "overclr = 'gold'\n", "lineclr = 'yellow'\n", "lineclr2 = 'orange'\n", "\n", "# Create projection:\n", "proj = ccrs.Orthographic(central_lon, central_lat)\n", "\n", "fig = plt.figure(figsize=(14, 8))\n", "spec = fig.add_gridspec(ncols=6, nrows=2, figure=fig)\n", "ax1 = fig.add_subplot(spec[0, 0:2], projection=proj)\n", "ax2 = fig.add_subplot(spec[0, 2:4], projection=proj)\n", "ax3 = fig.add_subplot(spec[0, 4:], projection=proj)\n", "ax4 = fig.add_subplot(spec[1, 0:2], projection=proj)\n", "\n", "\n", "ax1.set_title('A) MODEL: Mean March MLD (300-year)',fontsize=fontsize, loc='left')\n", "cntr1 = ax1.contourf(lrtlon, lrtlat, lrmldmean, levels=mnlevs, cmap=colmap, transform=ccrs.PlateCarree(), extend='max')\n", "cntr1a = ax1.plot(lrtlon_osnw, lrtlat_osnw, color=lineclr2,transform=ccrs.PlateCarree())\n", "cntr1b = ax1.plot(lrtlon_osne, lrtlat_osne, color=lineclr2,transform=ccrs.PlateCarree())\n", "cntr1c = ax1.plot(lrtlon_gsr, lrtlat_gsr, color=lineclr,transform=ccrs.PlateCarree())\n", "cntr1d = ax1.plot(merid45_lon, merid45_lat, color=lineclr,transform=ccrs.PlateCarree())\n", "cntr1e = ax1.plot(lrtlon_spg, lrtlat_spg, color=lineclr,transform=ccrs.PlateCarree())\n", "cntr1f = ax1.plot(lrtlon_arc, lrtlat_arc,color=lineclr,transform=ccrs.PlateCarree())\n", "marker1 = ax1.plot(-43.5, 60.5,color='r',marker='*',ms=10,markeredgecolor='k',transform=ccrs.PlateCarree())\n", "for i in range(textlon.size):\n", " ax1.text(textlon[i],textlat[i], textstr[i], transform=ccrs.PlateCarree(),color='palegreen',fontsize=11,weight='bold')\n", "#ax1.text(textlon[1],textlat[1], textstr[1], transform=ccrs.PlateCarree(),color='w',weight='bold')\n", "#ax1.text(textlon[5],textlat[5], textstr[5], transform=ccrs.PlateCarree(),color='w',weight='bold')\n", "cntr1.cmap.set_over(overclr)\n", "ax1.coastlines()\n", "ax1.set_extent(extent)\n", "\n", "ax2.set_title('B) MODEL: Mean March MLD (20-year)',fontsize=fontsize, loc='left')\n", "cntr2 = ax2.contourf(lrtlon, lrtlat, lrmldmean1, levels=mnlevs, cmap=colmap, transform=ccrs.PlateCarree(), extend='max')\n", "cntr2a = ax2.plot(lrtlon_osnw, lrtlat_osnw, color=lineclr2,transform=ccrs.PlateCarree())\n", "cntr2b = ax2.plot(lrtlon_osne, lrtlat_osne, color=lineclr2,transform=ccrs.PlateCarree())\n", "cntr2c = ax2.plot(lrtlon_gsr, lrtlat_gsr, color=lineclr,transform=ccrs.PlateCarree())\n", "cntr2d = ax2.plot(merid45_lon, merid45_lat, color=lineclr,transform=ccrs.PlateCarree())\n", "cntr2e = ax2.plot(lrtlon_spg, lrtlat_spg, color=lineclr,transform=ccrs.PlateCarree())\n", "cntr2f = ax2.plot(lrtlon_arc, lrtlat_arc,color=lineclr,transform=ccrs.PlateCarree())\n", "cntr2.cmap.set_over(overclr)\n", "ax2.coastlines()\n", "ax2.set_extent(extent)\n", "\n", "ax3.set_title('C) OBS: Mean March MLD',fontsize=fontsize, loc='left')\n", "cntr3 = ax3.contourf(argolon, argolat, argomldmar, levels=mnlevs, cmap=colmap, transform=ccrs.PlateCarree(), extend='max')\n", "cntr3.cmap.set_over(overclr)\n", "ax3.coastlines()\n", "ax3.set_extent(extent)\n", "\n", "ax4.set_title('D) MODEL: March MLD LF Std Dev',fontsize=fontsize, loc='left')\n", "cntr4 = ax4.contourf(lrtlon, lrtlat, lrmld_lpdtstd, levels=sdlevs, cmap=colmap, transform=ccrs.PlateCarree(), extend='max')\n", "cntr4.cmap.set_over(overclr)\n", "ax4.coastlines()\n", "ax4.set_extent(extent)\n", "\n", "contcolor = 'dimgrey'\n", "mnlevs = np.arange(0,17,1)*2. - 4.\n", "sdlevs = np.arange(0,16,1)*0.15\n", "ax7b = fig.add_axes([0.525, 0.13, 0.37, 0.17])\n", "ax7a = fig.add_axes([0.525, 0.305, 0.37, 0.17])\n", "fmt = '%2.0i'\n", "ax7a.set_title(r'E) MODEL: $\\Psi$ Mean and LF Std Dev',fontsize=fontsize, loc='left')\n", "work7a = ds2_lr_lpdtstd.MOCsig.isel(transport_reg=1).isel(moc_comp=0)\n", "work7b = ds2_lr_mean.MOCsig.isel(transport_reg=1).isel(moc_comp=0)\n", "cntr7a1 = ax7a.contourf(work7a.lat_aux_grid, work7a.moc_s, work7a, levels=sdlevs, cmap=colmap, extend='max')\n", "cntr7a2 = ax7a.contour(work7b.lat_aux_grid, work7b.moc_s, work7b,levels=mnlevs, linewidths=0.5, colors=contcolor)\n", "cntr7a1.cmap.set_over(overclr)\n", "ax7a.set_ylim(36.5, 34.5)\n", "ax7a.set_xlim(30, 70)\n", "ax7a.set_ylabel(r'$\\sigma_2\\; (kg/m^{3})$',loc='bottom')\n", "ax7a.set_xticklabels([])\n", "ax7a.set_xticks([])\n", "clabs = ((35,35.5),(50,35.5))\n", "ax7a.clabel(cntr7a2, inline=True, fontsize=10, colors='k',fmt=fmt, manual=clabs)\n", "\n", "cntr7b1 = ax7b.contourf(work7a.lat_aux_grid, work7a.moc_s, work7a, levels=sdlevs, cmap=colmap, extend='max')\n", "cntr7b2 = ax7b.contour(work7b.lat_aux_grid, work7b.moc_s, work7b,levels=mnlevs, linewidths=0.5, colors=contcolor)\n", "cntr7b1.cmap.set_over(overclr)\n", "ax7b.set_ylim(37.4, 36.5)\n", "ax7b.set_xlim(30, 70)\n", "ax7b.set_xlabel('Latitude')\n", "ax7b.set_yticks([37.25,37.0,36.75,36.5])\n", "ax7b.set_yticklabels(['37.25','37.0','36.75',''])\n", "clabs = ((45,36.75),(55,36.75))\n", "ax7b.clabel(cntr7b2, inline=True, fontsize=10, colors='k',fmt=fmt, manual=clabs)\n", "\n", "fig.subplots_adjust(right=0.9)\n", "cbar_ax1 = fig.add_axes([0.91, 0.54, 0.02, 0.35])\n", "fig.colorbar(cntr1, cax=cbar_ax1, label='m', extend='max')\n", "cbar_ax2 = fig.add_axes([0.38, 0.125, 0.02, 0.35])\n", "fig.colorbar(cntr4, cax=cbar_ax2, label='m', extend='max')\n", "cbar_ax3 = fig.add_axes([0.91, 0.125, 0.02, 0.35])\n", "fig.colorbar(cntr7a1, cax=cbar_ax3, label='Sv', extend='max')\n", "\n", "plt.savefig('fig_S1.pdf')" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python [conda env:miniconda3-smyle-analysis]", "language": "python", "name": "conda-env-miniconda3-smyle-analysis-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": "3.8.0" } }, "nbformat": 4, "nbformat_minor": 4 }