{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Code for Fig. 3 and fig. S3 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 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", "dir_hr = '/glade/work/yeager/iHesp/B1850/'\n", "dir_lr = '/glade/work/yeager/iHesp/B1850_LR/'\n", "f1_hr = f'{datadir}/B.E.13.B1850C5.ne120_t12.sehires38.003.sunway_02.pop.h.015001_050012.MOCsig.osnap.nc'\n", "f1_lr = f'{datadir}/B.E.13.B1850C5.ne30g16.sehires38.003.sunway.pop.h.000101_050012.MOCsig.osnap.nc'\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", "f3_hr = f'{datadir}/B.E.13.B1850C5.ne120_t12.sehires38.003.sunway_02.pop.h.020001_050012.WMF.nc'\n", "f3_lr = f'{datadir}/B.E.13.B1850C5.ne30g16.sehires38.003.sunway.pop.h.000101_050012.WMF.nc'\n", "\n", "ds1_hr = open_POPdataset(f1_hr) \n", "ds1_lr = open_POPdataset(f1_lr)\n", "ds2_hr = open_POPdataset(f2_hr) \n", "ds2_lr = open_POPdataset(f2_lr)\n", "ds3_hr = open_POPdataset(f3_hr) \n", "ds3_lr = open_POPdataset(f3_lr)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Compute Anomalies and Std Dev (years 200-500)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "ds1_hr_ann = ds1_hr.groupby('time.year').mean('time')\n", "ds1_lr_ann = ds1_lr.groupby('time.year').mean('time')\n", "ds2_hr_ann = ds2_hr.groupby('time.year').mean('time')\n", "ds2_lr_ann = ds2_lr.groupby('time.year').mean('time')\n", "ds3_hr_ann = ds3_hr.groupby('time.year').mean('time')\n", "ds3_lr_ann = ds3_lr.groupby('time.year').mean('time')\n", "\n", "ds1_hr_ann=ds1_hr_ann.rename({'year':'time'}).sel(time=slice(200,501))\n", "ds1_lr_ann=ds1_lr_ann.rename({'year':'time'}).sel(time=slice(200,501))\n", "ds2_hr_ann=ds2_hr_ann.rename({'year':'time'}).sel(time=slice(200,501))\n", "ds2_lr_ann=ds2_lr_ann.rename({'year':'time'}).sel(time=slice(200,501))\n", "ds3_hr_ann=ds3_hr_ann.rename({'year':'time'}).sel(time=slice(200,501))\n", "ds3_lr_ann=ds3_lr_ann.rename({'year':'time'}).sel(time=slice(200,501))" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "# Annual Anomalies\n", "ds1_lr_mean = ds1_lr_ann.mean('time')\n", "ds1_lr_annanom = ds1_lr_ann - ds1_lr_mean\n", "ds1_hr_mean = ds1_hr_ann.mean('time')\n", "ds1_hr_annanom = ds1_hr_ann - ds1_hr_mean\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", "ds3_lr_mean = ds3_lr_ann.mean('time')\n", "ds3_lr_annanom = ds3_lr_ann - ds3_lr_mean\n", "ds3_hr_mean = ds3_hr_ann.mean('time')\n", "ds3_hr_annanom = ds3_hr_ann - ds3_hr_mean\n" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "# Annual Detrended Anomalies\n", "ds1_lr_annanom_dt = xr.apply_ufunc(signal.detrend, ds1_lr_annanom.fillna(0), kwargs={'axis': 0}).where(ds1_lr_annanom.notnull())\n", "ds2_lr_annanom_dt = xr.apply_ufunc(signal.detrend, ds2_lr_annanom.fillna(0), kwargs={'axis': 0}).where(ds2_lr_annanom.notnull())\n", "ds3_lr_annanom_dt = xr.apply_ufunc(signal.detrend, ds3_lr_annanom.fillna(0), kwargs={'axis': 0}).where(ds3_lr_annanom.notnull())\n", "\n", "ds1_hr_annanom_dt = xr.apply_ufunc(signal.detrend, ds1_hr_annanom.fillna(0), kwargs={'axis': 0}).where(ds1_hr_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", "ds3_hr_annanom_dt = xr.apply_ufunc(signal.detrend, ds3_hr_annanom.fillna(0), kwargs={'axis': 0}).where(ds3_hr_annanom.notnull())\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Temporal Filtering" ] }, { "cell_type": "code", "execution_count": 7, "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')\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Now Apply Filter Using Xarray apply_ufunc" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "# Low-Pass (lp) anomalies:\n", "ds1_lr_lpanom_dt = xr.apply_ufunc(signal.sosfiltfilt, filtsos, ds1_lr_annanom_dt.fillna(0), kwargs={'padtype':'even','axis':0}).where(ds1_lr_annanom_dt.notnull())\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", "ds3_lr_lpanom_dt = xr.apply_ufunc(signal.sosfiltfilt, filtsos, ds3_lr_annanom_dt.fillna(0), kwargs={'padtype':'even','axis':0}).where(ds3_lr_annanom_dt.notnull())\n", "\n", "ds1_hr_lpanom_dt = xr.apply_ufunc(signal.sosfiltfilt, filtsos, ds1_hr_annanom_dt.fillna(0), kwargs={'padtype':'even','axis':0}).where(ds1_hr_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", "ds3_hr_lpanom_dt = xr.apply_ufunc(signal.sosfiltfilt, filtsos, ds3_hr_annanom_dt.fillna(0), kwargs={'padtype':'even','axis':0}).where(ds3_hr_annanom_dt.notnull())\n" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "# Detrended, filtered Std Dev:\n", "ds1_lr_anndtstd = ds1_lr_annanom_dt.std('time')\n", "ds1_hr_anndtstd = ds1_hr_annanom_dt.std('time')\n", "ds1_lr_lpdtstd = ds1_lr_lpanom_dt.std('time')\n", "ds1_hr_lpdtstd = ds1_hr_lpanom_dt.std('time')\n", "\n", "ds2_lr_anndtstd = ds2_lr_annanom_dt.std('time')\n", "ds2_hr_anndtstd = ds2_hr_annanom_dt.std('time')\n", "ds2_lr_lpdtstd = ds2_lr_lpanom_dt.std('time')\n", "ds2_hr_lpdtstd = ds2_hr_lpanom_dt.std('time')\n", "\n", "ds3_lr_anndtstd = ds3_lr_annanom_dt.std('time')\n", "ds3_hr_anndtstd = ds3_hr_annanom_dt.std('time')\n", "ds3_lr_lpdtstd = ds3_lr_lpanom_dt.std('time')\n", "ds3_hr_lpdtstd = ds3_hr_lpanom_dt.std('time')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Fig 3" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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       "Coordinates:\n",
       "  * wmf_region  (wmf_region) object 'All (>0)' 'SPG_west (1)' ... 'Arctic (6)'
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'Arctic (6)'" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds3_hr_mean.wmf_region" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Mean and Variability of WMT, WMF\n", "fig, ((ax1, ax2, ax3, ax4), (ax5, ax6, ax7, ax8)) = plt.subplots(nrows=2, ncols=4, figsize=(18, 10))\n", "fsize=14\n", "\n", "ylat1 = 55.\n", "ylat2 = 45.\n", "labstr1 = r'$\\Psi$ at 55$^{\\circ}$N'\n", "labstr2 = r'$\\Psi$ at 45$^{\\circ}$N'\n", "ylim1 = [-5,25]\n", "xlim = [35.0,37.5]\n", "ylim2 = [0,2.5]\n", "legloc = 'upper left'\n", "\n", "simstr = 'HR'\n", "work1 = ds1_hr_mean\n", "work1a = ds1_hr_lpdtstd\n", "work2 = ds2_hr_mean\n", "work2a = ds2_hr_lpdtstd\n", "work3 = ds3_hr_mean\n", "work3a = ds3_hr_lpdtstd\n", "\n", "hr_lsw = [36.975, 37.175]\n", "hr_dlsw = [37.075, 37.175]\n", "ax1.set_ylabel('Sv')\n", "ax1.set_ylim(ylim1)\n", "ax1.set_xlim(xlim)\n", "ax1.set_title('A) Mean WMT', fontdict={'size':fsize})\n", "ax1.plot(work3.sigma_wmt, work3.WMT.isel(wmf_region=0).T,linewidth=2,label='ALL',color='k')\n", "ax1.plot(work3.sigma_wmt, work3.WMT.isel(wmf_region=2).T,linewidth=2,label='SPG-se',color='r')\n", "ax1.plot(work3.sigma_wmt, work3.WMT.isel(wmf_region=3).T,linewidth=2,label='IRM',color='darkorange')\n", "ax1.plot(work3.sigma_wmt, work3.WMT.isel(wmf_region=5).T,linewidth=2,label='GIN',color='g')\n", "ax1.plot(work3.sigma_wmt, work3.WMT.isel(wmf_region=1).T,linewidth=2,label='SPG-sw',color='lightskyblue')\n", "ax1.plot(work3.sigma_wmt, work3.WMT.isel(wmf_region=4).T,linewidth=2,label='LAB',color='b')\n", "ax1.plot(work3.sigma_wmt, work3.WMT.isel(wmf_region=6).T,linewidth=2,label='ARC',color='mediumorchid')\n", "ax1.grid()\n", "ax1.legend(loc=legloc)\n", "\n", "#ax2.set_ylabel('Sv')\n", "ax2.set_ylim([-2,5])\n", "ax2.set_xlim(xlim)\n", "ax2.set_title(r'B) Mean WMF', fontdict={'size':fsize})\n", "ax2.plot(work3.sigma_wmf, work3.WMF.isel(wmf_region=0).T,linewidth=2,label='ALL',color='k')\n", "ax2.plot(work3.sigma_wmf, work3.WMF.isel(wmf_region=2).T,linewidth=2,label='SPG-se',color='r')\n", "ax2.plot(work3.sigma_wmf, work3.WMF.isel(wmf_region=3).T,linewidth=2,label='IRM',color='darkorange')\n", "ax2.plot(work3.sigma_wmf, work3.WMF.isel(wmf_region=5).T,linewidth=2,label='GIN',color='g')\n", "ax2.plot(work3.sigma_wmf, work3.WMF.isel(wmf_region=1).T,linewidth=2,label='SPG-sw',color='lightskyblue')\n", "ax2.plot(work3.sigma_wmf, work3.WMF.isel(wmf_region=4).T,linewidth=2,label='LAB',color='b')\n", "ax2.plot(work3.sigma_wmf, work3.WMF.isel(wmf_region=6).T,linewidth=2,label='ARC',color='mediumorchid')\n", "#ax2.plot(hr_lsw, [-1.5,-1.5],linewidth=7,color='grey',solid_capstyle='butt')\n", "#ax2.plot(hr_dlsw, [-1.5,-1.5],linewidth=7,color='black',solid_capstyle='butt')\n", "#ax2.text(hr_lsw[0]-0.3,-1.6,'LSW')\n", "ax2.grid()\n", "ax2.legend(loc=legloc)\n", "\n", "#ax3.set_ylabel('Sv')\n", "ax3.set_ylim(ylim1)\n", "ax3.set_xlim(xlim)\n", "ax3.set_title(r'C) Mean Overturning', fontdict={'size':fsize})\n", "ax3.plot(work3.sigma_wmt, work3.WMT.isel(wmf_region=0),linewidth=2,label='WMT: ALL',color='k')\n", "ax3.plot(work2.moc_s, work2.MOCsig.isel(moc_comp=0).isel(transport_reg=1).sel(lat_aux_grid=ylat1,method='nearest').T,linewidth=2,label=labstr1,color='b')\n", "ax3.plot(work2.moc_s, work2.MOCsig.isel(moc_comp=0).isel(transport_reg=1).sel(lat_aux_grid=ylat2,method='nearest').T,linewidth=2,label=labstr2,color='r')\n", "ax3.grid()\n", "ax3.legend(loc=legloc)\n", "\n", "#ax4.set_ylabel('Sv')\n", "ax4.set_ylim(ylim1)\n", "ax4.set_xlim(xlim)\n", "ax4.set_title(r'D) Mean Overturning at OSNAP', fontdict={'size':fsize})\n", "ax4.plot(work1.moc_sig2, work1.MOCsig2.isel(moc_comp=0).T,linewidth=2,label='Total',color='k')\n", "ax4.plot(work1.moc_sig2, work1.MOCsig2.isel(moc_comp=1).T,linewidth=2,label='West',color='b')\n", "ax4.plot(work1.moc_sig2, work1.MOCsig2.isel(moc_comp=2).T,linewidth=2,label='East',color='r')\n", "ax4.grid()\n", "ax4.legend(loc=legloc)\n", "\n", "ax5.set_ylabel('Sv')\n", "ax5.set_xlabel(r'$\\sigma_2\\; (kg/m^{3})$')\n", "ax5.set_ylim(ylim2)\n", "ax5.set_xlim(xlim)\n", "ax5.set_title(r'E) WMT LF Std Dev', fontdict={'size':fsize})\n", "ax5.plot(work3a.sigma_wmt, work3a.WMT.isel(wmf_region=0).T,linewidth=2,label='ALL',color='k')\n", "ax5.plot(work3a.sigma_wmt, work3a.WMT.isel(wmf_region=2).T,linewidth=2,label='SPG-se',color='r')\n", "ax5.plot(work3a.sigma_wmt, work3a.WMT.isel(wmf_region=3).T,linewidth=2,label='IRM',color='darkorange')\n", "ax5.plot(work3a.sigma_wmt, work3a.WMT.isel(wmf_region=5).T,linewidth=2,label='GIN',color='g')\n", "ax5.plot(work3a.sigma_wmt, work3a.WMT.isel(wmf_region=1).T,linewidth=2,label='SPG-sw',color='lightskyblue')\n", "ax5.plot(work3a.sigma_wmt, work3a.WMT.isel(wmf_region=4).T,linewidth=2,label='LAB',color='b')\n", "ax5.plot(work3a.sigma_wmt, work3a.WMT.isel(wmf_region=6).T,linewidth=2,label='ARC',color='mediumorchid')\n", "ax5.grid()\n", "ax5.legend(loc=legloc)\n", "\n", "#ax6.set_ylabel('Sv')\n", "ax6.set_xlabel(r'$\\sigma_2\\; (kg/m^{3})$')\n", "ax6.set_ylim([0,2])\n", "ax6.set_xlim(xlim)\n", "ax6.set_title(r'F) WMF LF Std Dev', fontdict={'size':fsize})\n", "ax6.plot(work3a.sigma_wmf, work3a.WMF.isel(wmf_region=0).T,linewidth=2,label='ALL',color='k')\n", "ax6.plot(work3a.sigma_wmf, work3a.WMF.isel(wmf_region=2).T,linewidth=2,label='SPG-se',color='r')\n", "ax6.plot(work3a.sigma_wmf, work3a.WMF.isel(wmf_region=3).T,linewidth=2,label='IRM',color='darkorange')\n", "ax6.plot(work3a.sigma_wmf, work3a.WMF.isel(wmf_region=5).T,linewidth=2,label='GIN',color='g')\n", "ax6.plot(work3a.sigma_wmf, work3a.WMF.isel(wmf_region=1).T,linewidth=2,label='SPG-sw',color='lightskyblue')\n", "ax6.plot(work3a.sigma_wmf, work3a.WMF.isel(wmf_region=4).T,linewidth=2,label='LAB',color='b')\n", "ax6.plot(work3a.sigma_wmf, work3a.WMF.isel(wmf_region=6).T,linewidth=2,label='ARC',color='mediumorchid')\n", "ax6.grid()\n", "ax6.legend(loc=legloc)\n", "\n", "#ax7.set_ylabel('Sv')\n", "ax7.set_xlabel(r'$\\sigma_2\\; (kg/m^{3})$')\n", "ax7.set_ylim(ylim2)\n", "ax7.set_xlim(xlim)\n", "ax7.set_title(r'G) Overturning LF Std Dev', fontdict={'size':fsize})\n", "ax7.plot(work3a.sigma_wmt, work3a.WMT.isel(wmf_region=0),linewidth=3,label='WMT: ALL',color='k')\n", "ax7.plot(work2a.moc_s, work2a.MOCsig.isel(moc_comp=0).isel(transport_reg=1).sel(lat_aux_grid=ylat1,method='nearest').T,linewidth=2,label=labstr1,color='b')\n", "ax7.plot(work2a.moc_s, work2a.MOCsig.isel(moc_comp=0).isel(transport_reg=1).sel(lat_aux_grid=ylat2,method='nearest').T,linewidth=2,label=labstr2,color='r')\n", "ax7.grid()\n", "ax7.legend(loc=legloc)\n", "\n", "#ax8.set_ylabel('Sv')\n", "ax8.set_xlabel(r'$\\sigma_2\\; (kg/m^{3})$')\n", "ax8.set_ylim(ylim2)\n", "ax8.set_xlim(xlim)\n", "ax8.set_title(r'H) Overturning at OSNAP LF Std Dev', fontdict={'size':fsize})\n", "ax8.plot(work1a.moc_sig2, work1a.MOCsig2.isel(moc_comp=0).T,linewidth=2,label='Total',color='k')\n", "ax8.plot(work1a.moc_sig2, work1a.MOCsig2.isel(moc_comp=1).T,linewidth=2,label='West',color='b')\n", "ax8.plot(work1a.moc_sig2, work1a.MOCsig2.isel(moc_comp=2).T,linewidth=2,label='East',color='r')\n", "ax8.grid()\n", "ax8.legend(loc=legloc)\n", "\n", "plt.savefig('Fig_3.pdf')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# fig S3" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Mean and Variability of WMT, WMF\n", "fig, ((ax1, ax2, ax3, ax4), (ax5, ax6, ax7, ax8)) = plt.subplots(nrows=2, ncols=4, figsize=(18, 10))\n", "fsize=14\n", "\n", "ylat1 = 55.\n", "ylat2 = 45.\n", "labstr1 = r'$\\Psi$ at 55$^{\\circ}$N'\n", "labstr2 = r'$\\Psi$ at 45$^{\\circ}$N'\n", "ylim1 = [-5,30]\n", "xlim = [35.0,37.5]\n", "ylim2 = [0,5]\n", "legloc = 'upper left'\n", "\n", "simstr = 'HR'\n", "work1 = ds1_lr_mean\n", "work1a = ds1_lr_lpdtstd\n", "work2 = ds2_lr_mean\n", "work2a = ds2_lr_lpdtstd\n", "work3 = ds3_lr_mean\n", "work3a = ds3_lr_lpdtstd\n", "\n", "hr_lsw = [36.975, 37.175]\n", "hr_dlsw = [37.075, 37.175]\n", "ax1.set_ylabel('Sv')\n", "ax1.set_ylim(ylim1)\n", "ax1.set_xlim(xlim)\n", "ax1.set_title('A) Mean WMT', fontdict={'size':fsize})\n", "ax1.plot(work3.sigma_wmt, work3.WMT.isel(wmf_region=0).T,linewidth=2,label='ALL',color='k')\n", "ax1.plot(work3.sigma_wmt, work3.WMT.isel(wmf_region=2).T,linewidth=2,label='SPG-se',color='r')\n", "ax1.plot(work3.sigma_wmt, work3.WMT.isel(wmf_region=3).T,linewidth=2,label='IRM',color='darkorange')\n", "ax1.plot(work3.sigma_wmt, work3.WMT.isel(wmf_region=5).T,linewidth=2,label='GIN',color='g')\n", "ax1.plot(work3.sigma_wmt, work3.WMT.isel(wmf_region=1).T,linewidth=2,label='SPG-sw',color='lightskyblue')\n", "ax1.plot(work3.sigma_wmt, work3.WMT.isel(wmf_region=4).T,linewidth=2,label='LAB',color='b')\n", "ax1.plot(work3.sigma_wmt, work3.WMT.isel(wmf_region=6).T,linewidth=2,label='ARC',color='mediumorchid')\n", "ax1.grid()\n", "ax1.legend(loc=legloc)\n", "\n", "#ax2.set_ylabel('Sv')\n", "ax2.set_ylim([-5,12])\n", "ax2.set_xlim(xlim)\n", "ax2.set_title(r'B) Mean WMF', fontdict={'size':fsize})\n", "ax2.plot(work3.sigma_wmf, work3.WMF.isel(wmf_region=0).T,linewidth=2,label='ALL',color='k')\n", "ax2.plot(work3.sigma_wmf, work3.WMF.isel(wmf_region=2).T,linewidth=2,label='SPG-se',color='r')\n", "ax2.plot(work3.sigma_wmf, work3.WMF.isel(wmf_region=3).T,linewidth=2,label='IRM',color='darkorange')\n", "ax2.plot(work3.sigma_wmf, work3.WMF.isel(wmf_region=5).T,linewidth=2,label='GIN',color='g')\n", "ax2.plot(work3.sigma_wmf, work3.WMF.isel(wmf_region=1).T,linewidth=2,label='SPG-sw',color='lightskyblue')\n", "ax2.plot(work3.sigma_wmf, work3.WMF.isel(wmf_region=4).T,linewidth=2,label='LAB',color='b')\n", "ax2.plot(work3.sigma_wmf, work3.WMF.isel(wmf_region=6).T,linewidth=2,label='ARC',color='mediumorchid')\n", "#ax2.plot(hr_lsw, [-1.5,-1.5],linewidth=7,color='grey',solid_capstyle='butt')\n", "#ax2.plot(hr_dlsw, [-1.5,-1.5],linewidth=7,color='black',solid_capstyle='butt')\n", "#ax2.text(hr_lsw[0]-0.3,-1.6,'LSW')\n", "ax2.grid()\n", "ax2.legend(loc=legloc)\n", "\n", "#ax3.set_ylabel('Sv')\n", "ax3.set_ylim(ylim1)\n", "ax3.set_xlim(xlim)\n", "ax3.set_title(r'C) Mean Overturning', fontdict={'size':fsize})\n", "ax3.plot(work3.sigma_wmt, work3.WMT.isel(wmf_region=0),linewidth=2,label='WMT: ALL',color='k')\n", "ax3.plot(work2.moc_s, work2.MOCsig.isel(moc_comp=0).isel(transport_reg=1).sel(lat_aux_grid=ylat1,method='nearest').T,linewidth=2,label=labstr1,color='b')\n", "ax3.plot(work2.moc_s, work2.MOCsig.isel(moc_comp=0).isel(transport_reg=1).sel(lat_aux_grid=ylat2,method='nearest').T,linewidth=2,label=labstr2,color='r')\n", "ax3.grid()\n", "ax3.legend(loc=legloc)\n", "\n", "#ax4.set_ylabel('Sv')\n", "ax4.set_ylim(ylim1)\n", "ax4.set_xlim(xlim)\n", "ax4.set_title(r'D) Mean Overturning at OSNAP', fontdict={'size':fsize})\n", "ax4.plot(work1.moc_sig2, work1.MOCsig2.isel(moc_comp=0).T,linewidth=2,label='Total',color='k')\n", "ax4.plot(work1.moc_sig2, work1.MOCsig2.isel(moc_comp=1).T,linewidth=2,label='West',color='b')\n", "ax4.plot(work1.moc_sig2, work1.MOCsig2.isel(moc_comp=2).T,linewidth=2,label='East',color='r')\n", "ax4.grid()\n", "ax4.legend(loc=legloc)\n", "\n", "ax5.set_ylabel('Sv')\n", "ax5.set_xlabel(r'$\\sigma_2\\; (kg/m^{3})$')\n", "ax5.set_ylim(ylim2)\n", "ax5.set_xlim(xlim)\n", "ax5.set_title(r'E) WMT LF Std Dev', fontdict={'size':fsize})\n", "ax5.plot(work3a.sigma_wmt, work3a.WMT.isel(wmf_region=0).T,linewidth=2,label='ALL',color='k')\n", "ax5.plot(work3a.sigma_wmt, work3a.WMT.isel(wmf_region=2).T,linewidth=2,label='SPG-se',color='r')\n", "ax5.plot(work3a.sigma_wmt, work3a.WMT.isel(wmf_region=3).T,linewidth=2,label='IRM',color='darkorange')\n", "ax5.plot(work3a.sigma_wmt, work3a.WMT.isel(wmf_region=5).T,linewidth=2,label='GIN',color='g')\n", "ax5.plot(work3a.sigma_wmt, work3a.WMT.isel(wmf_region=1).T,linewidth=2,label='SPG-sw',color='lightskyblue')\n", "ax5.plot(work3a.sigma_wmt, work3a.WMT.isel(wmf_region=4).T,linewidth=2,label='LAB',color='b')\n", "ax5.plot(work3a.sigma_wmt, work3a.WMT.isel(wmf_region=6).T,linewidth=2,label='ARC',color='mediumorchid')\n", "ax5.grid()\n", "ax5.legend(loc=legloc)\n", "\n", "#ax6.set_ylabel('Sv')\n", "ax6.set_xlabel(r'$\\sigma_2\\; (kg/m^{3})$')\n", "ax6.set_ylim(ylim2)\n", "ax6.set_xlim(xlim)\n", "ax6.set_title(r'F) WMF LF Std Dev', fontdict={'size':fsize})\n", "ax6.plot(work3a.sigma_wmf, work3a.WMF.isel(wmf_region=0).T,linewidth=2,label='ALL',color='k')\n", "ax6.plot(work3a.sigma_wmf, work3a.WMF.isel(wmf_region=2).T,linewidth=2,label='SPG-se',color='r')\n", "ax6.plot(work3a.sigma_wmf, work3a.WMF.isel(wmf_region=3).T,linewidth=2,label='IRM',color='darkorange')\n", "ax6.plot(work3a.sigma_wmf, work3a.WMF.isel(wmf_region=5).T,linewidth=2,label='GIN',color='g')\n", "ax6.plot(work3a.sigma_wmf, work3a.WMF.isel(wmf_region=1).T,linewidth=2,label='SPG-sw',color='lightskyblue')\n", "ax6.plot(work3a.sigma_wmf, work3a.WMF.isel(wmf_region=4).T,linewidth=2,label='LAB',color='b')\n", "ax6.plot(work3a.sigma_wmf, work3a.WMF.isel(wmf_region=6).T,linewidth=2,label='ARC',color='mediumorchid')\n", "ax6.grid()\n", "ax6.legend(loc=legloc)\n", "\n", "#ax7.set_ylabel('Sv')\n", "ax7.set_xlabel(r'$\\sigma_2\\; (kg/m^{3})$')\n", "ax7.set_ylim(ylim2)\n", "ax7.set_xlim(xlim)\n", "ax7.set_title(r'G) Overturning LF Std Dev', fontdict={'size':fsize})\n", "ax7.plot(work3a.sigma_wmt, work3a.WMT.isel(wmf_region=0),linewidth=3,label='WMT: ALL',color='k')\n", "ax7.plot(work2a.moc_s, work2a.MOCsig.isel(moc_comp=0).isel(transport_reg=1).sel(lat_aux_grid=ylat1,method='nearest').T,linewidth=2,label=labstr1,color='b')\n", "ax7.plot(work2a.moc_s, work2a.MOCsig.isel(moc_comp=0).isel(transport_reg=1).sel(lat_aux_grid=ylat2,method='nearest').T,linewidth=2,label=labstr2,color='r')\n", "ax7.grid()\n", "ax7.legend(loc=legloc)\n", "\n", "#ax8.set_ylabel('Sv')\n", "ax8.set_xlabel(r'$\\sigma_2\\; (kg/m^{3})$')\n", "ax8.set_ylim(ylim2)\n", "ax8.set_xlim(xlim)\n", "ax8.set_title(r'H) Overturning at OSNAP LF Std Dev', fontdict={'size':fsize})\n", "ax8.plot(work1a.moc_sig2, work1a.MOCsig2.isel(moc_comp=0).T,linewidth=2,label='Total',color='k')\n", "ax8.plot(work1a.moc_sig2, work1a.MOCsig2.isel(moc_comp=1).T,linewidth=2,label='West',color='b')\n", "ax8.plot(work1a.moc_sig2, work1a.MOCsig2.isel(moc_comp=2).T,linewidth=2,label='East',color='r')\n", "ax8.grid()\n", "ax8.legend(loc=legloc)\n", "\n", "plt.savefig('fig_S3.pdf')" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "CMIP6 2019.10", "language": "python", "name": "cmip6-201910" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.8" } }, "nbformat": 4, "nbformat_minor": 4 }