{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "## Poleward Heat Transport" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "execution": { "iopub.execute_input": "2024-03-29T21:49:17.600025Z", "iopub.status.busy": "2024-03-29T21:49:17.599432Z", "iopub.status.idle": "2024-03-29T21:49:37.926064Z", "shell.execute_reply": "2024-03-29T21:49:37.926681Z" } }, "outputs": [], "source": [ "%%capture \n", "# comment above line to see details about the run(s) displayed\n", "from misc import *\n", "%matplotlib inline" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "execution": { "iopub.execute_input": "2024-03-29T21:49:37.931499Z", "iopub.status.busy": "2024-03-29T21:49:37.930977Z", "iopub.status.idle": "2024-03-29T21:49:38.050844Z", "shell.execute_reply": "2024-03-29T21:49:38.051316Z" } }, "outputs": [], "source": [ "heat_transport = []\n", "for path, case in zip(ocn_path, casename):\n", " ds = xr.open_dataset(path+case+'_heat_transport.nc')\n", " heat_transport.append(ds)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Global Poleward Heat Transport" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "execution": { "iopub.execute_input": "2024-03-29T21:49:38.059265Z", "iopub.status.busy": "2024-03-29T21:49:38.058842Z", "iopub.status.idle": "2024-03-29T21:49:38.509497Z", "shell.execute_reply": "2024-03-29T21:49:38.509815Z" } }, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(15,6))\n", "\n", "for i in range(len(casename)):\n", " plot_heat_trans(heat_transport[i], label=label[i])\n", " \n", "y = heat_transport[0].yq\n", "plt.xlim(-80,90); plt.ylim(-2.5,3.0); plt.grid(True); \n", "plt.plot(y, y*0., 'k', linewidth=0.5)\n", "#plt.plot(yobs,NCEP['Global'],'k--',linewidth=0.5,label='NCEP'); \n", "#plt.plot(yobs,ECMWF['Global'],'k.',linewidth=0.5,label='ECMWF')\n", "#plotGandW(GandW['Global']['lat'],GandW['Global']['trans'],GandW['Global']['err'])\n", "jra = xr.open_dataset('/glade/work/gmarques/cesm/datasets/Heat_transport/jra55fcst_v1_3_annual_1x1/nht_jra55do_v1_3.nc')\n", "jra_mean_global = jra.nht[:,0,:].mean('time').values\n", "jra_std_global = jra.nht[:,0,:].std('time').values\n", "plt.plot(jra.lat, jra_mean_global,'k', label='JRA-55 v1.3', color='#1B2ACC', lw=1)\n", "plt.fill_between(jra.lat, jra_mean_global-jra_std_global, jra_mean_global+jra_std_global,\n", " alpha=0.25, edgecolor='#1B2ACC', facecolor='#089FFF')\n", "\n", "plt.title('a) zstar, Global Poleward Heat Transport',fontsize=15)\n", "plt.xlabel(r'Latitude [$\\degree$N]',fontsize=15)\n", "plt.ylabel('[PW]',fontsize=15)\n", "plt.legend(loc=4,fontsize=15, ncol=2)\n", "plt.ylim(-2.,2.5);" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "execution": { "iopub.execute_input": "2024-03-29T21:49:38.516742Z", "iopub.status.busy": "2024-03-29T21:49:38.516262Z", "iopub.status.idle": "2024-03-29T21:49:38.679873Z", "shell.execute_reply": "2024-03-29T21:49:38.680368Z" } }, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(15,6))\n", "\n", "for i in range(len(casename)):\n", " plot_heat_trans(heat_transport[i], label=label[i])\n", " \n", "y = heat_transport[0].yq\n", "plt.xlim(-80,90); plt.ylim(-2.5,3.0); plt.grid(True); \n", "plt.plot(y, y*0., 'k', linewidth=0.5)\n", "#plt.plot(yobs,NCEP['Global'],'k--',linewidth=0.5,label='NCEP'); \n", "#plt.plot(yobs,ECMWF['Global'],'k.',linewidth=0.5,label='ECMWF')\n", "#plotGandW(GandW['Global']['lat'],GandW['Global']['trans'],GandW['Global']['err'])\n", "jra = xr.open_dataset('/glade/work/gmarques/cesm/datasets/Heat_transport/jra55fcst_v1_3_annual_1x1/nht_jra55do_v1_3.nc')\n", "jra_mean_global = jra.nht[:,0,:].mean('time').values\n", "jra_std_global = jra.nht[:,0,:].std('time').values\n", "plt.plot(jra.lat, jra_mean_global,'k', label='JRA-55 v1.3', color='#1B2ACC', lw=1)\n", "plt.fill_between(jra.lat, jra_mean_global-jra_std_global, jra_mean_global+jra_std_global,\n", " alpha=0.25, edgecolor='#1B2ACC', facecolor='#089FFF')\n", "\n", "plt.title('b) hybrid, Global Poleward Heat Transport',fontsize=15)\n", "plt.xlabel(r'Latitude [$\\degree$N]',fontsize=15)\n", "plt.ylabel('[PW]',fontsize=15)\n", "plt.legend(loc=4,fontsize=15, ncol=2)\n", "plt.ylim(-2.,2.5);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Atlantic Poleward Heat Transport" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "execution": { "iopub.execute_input": "2024-03-29T21:49:38.689160Z", "iopub.status.busy": "2024-03-29T21:49:38.688762Z", "iopub.status.idle": "2024-03-29T21:49:43.114226Z", "shell.execute_reply": "2024-03-29T21:49:43.114758Z" } }, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(15,6))\n", "\n", "for i in range(len(casename)):\n", " basin_code = genBasinMasks(grd[i].geolon, grd[i].geolat, depth[i])\n", " m = 0*basin_code; m[(basin_code==2) | (basin_code==4) | (basin_code==6) | (basin_code==7) | (basin_code==8)] = 1\n", "\n", " HTplot = heatTrans(heat_transport[i].T_ady_2d, \n", " heat_transport[i].T_diffy_2d,\n", " heat_transport[i].T_hbd_diffy_2d,\n", " vmask=m*np.roll(m,-1,axis=-2))\n", "\n", " yy = grd[i].geolat_c[:,:].max(axis=-1)\n", " HTplot[yy<-34] = np.nan\n", " plt.plot(yy,HTplot, linewidth=3,label=label[i])\n", " \n", "jra_mean_atl = jra.nht[:,1,:].mean('time').values\n", "jra_std_atl = jra.nht[:,1,:].std('time').values\n", "plt.plot(jra.lat, jra_mean_atl,'k', label='JRA-55 v1.3', color='#1B2ACC', lw=1)\n", "plt.fill_between(jra.lat, jra_mean_atl-jra_std_atl, jra_mean_atl+jra_std_atl,\n", "alpha=0.25, edgecolor='#1B2ACC', facecolor='#089FFF')\n", "plt.plot(yobs,NCEP['Atlantic'],'k--',linewidth=0.5,label='NCEP')\n", "plt.plot(yobs,ECMWF['Atlantic'],'k.',linewidth=0.5,label='ECMWF')\n", "plotGandW(GandW['Atlantic']['lat'],GandW['Atlantic']['trans'],GandW['Atlantic']['err'])\n", "plt.xlabel(r'Latitude [$\\degree$N]',fontsize=15)\n", "plt.title('Atlantic Poleward Heat Transport',fontsize=15)\n", "plt.legend(ncol=2,fontsize=15)\n", "plt.ylabel('[PW]',fontsize=15)\n", "plt.xlim(-80,90); plt.ylim(-0.5,2.3); plt.grid(True)\n", "plt.plot(y, y*0., 'k', linewidth=0.5);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Indo-Pacific Poleward Heat Transport" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "execution": { "iopub.execute_input": "2024-03-29T21:49:43.124047Z", "iopub.status.busy": "2024-03-29T21:49:43.123541Z", "iopub.status.idle": "2024-03-29T21:49:47.319373Z", "shell.execute_reply": "2024-03-29T21:49:47.319667Z" } }, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(15,6))\n", "\n", "for i in range(len(casename)):\n", " basin_code = genBasinMasks(grd[i].geolon, grd[i].geolat, depth[i])\n", " m = 0*basin_code; m[(basin_code==3) | (basin_code==5)] = 1\n", " HTplot = heatTrans(heat_transport[i].T_ady_2d, \n", " heat_transport[i].T_diffy_2d,\n", " heat_transport[i].T_hbd_diffy_2d,\n", " vmask=m*np.roll(m,-1,axis=-2))\n", "\n", " yy = grd[i].geolat_c[:,:].max(axis=-1)\n", " HTplot[yy<-34] = np.nan\n", " plt.plot(yy,HTplot, linewidth=3,label=label[i])\n", "\n", "jra_mean_indo = jra.nht[:,2,:].mean('time').values\n", "jra_std_indo = jra.nht[:,2,:].std('time').values\n", "plt.plot(jra.lat, jra_mean_indo,'k', label='JRA-55 v1.3', \n", " color='#1B2ACC', lw=1)\n", "plt.fill_between(jra.lat, jra_mean_indo-jra_std_indo, \n", " jra_mean_indo+jra_std_indo,\n", " alpha=0.25, edgecolor='#1B2ACC', \n", " facecolor='#089FFF')\n", "\n", "plt.plot(yobs,NCEP['IndoPac'],'k--',linewidth=0.5,label='NCEP')\n", "plt.plot(yobs,ECMWF['IndoPac'],'k.',linewidth=0.5,label='ECMWF')\n", "plotGandW(GandW['IndoPac']['lat'],GandW['IndoPac']['trans'],GandW['IndoPac']['err'])\n", "plt.xlabel(r'Latitude [$\\degree$N]',fontsize=10)\n", "plt.legend(ncol=2,fontsize=15)\n", "plt.title('Indo-Pacific Poleward Heat Transport',fontsize=15)\n", "plt.ylabel('[PW]',fontsize=15)\n", "plt.xlim(-80,90); plt.ylim(-2.5,2.5); plt.grid(True)\n", "plt.plot(y, y*0., 'k', linewidth=0.5);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## By components" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "execution": { "iopub.execute_input": "2024-03-29T21:49:47.323206Z", "iopub.status.busy": "2024-03-29T21:49:47.322547Z", "iopub.status.idle": "2024-03-29T21:49:47.324433Z", "shell.execute_reply": "2024-03-29T21:49:47.324945Z" } }, "outputs": [], "source": [ "colors = ['tab:blue','tab:orange','tab:green','tab:purple','tab:gray','tab:cyan']" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "execution": { "iopub.execute_input": "2024-03-29T21:49:47.391605Z", "iopub.status.busy": "2024-03-29T21:49:47.386052Z", "iopub.status.idle": "2024-03-29T21:49:47.774726Z", "shell.execute_reply": "2024-03-29T21:49:47.775025Z" } }, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "matplotlib.rcParams.update({'font.size': 14})\n", "fig, ax = plt.subplots(nrows=4, ncols=1, figsize=(12,12), sharex=True)\n", "plt.suptitle('Northward global ocean heat transport')\n", "for i in range(len(casename)):\n", " #print(i)\n", " ds = heat_transport[i]\n", " #print(ds)\n", " total = (ds.T_ady_2d + ds.T_diffy_2d +\n", " ds.T_hbd_diffy_2d) \n", " (total.sum(dim='xh')* 1.e-15).plot(ax=ax[0], lw=3,label=label[i], color=colors[i]); \n", " (ds.T_ady_2d.sum(dim='xh')* 1.e-15).plot(ax=ax[1], lw=3,label=label[i], color=colors[i]); \n", " (ds.T_diffy_2d.sum(dim='xh') * 1.e-15).plot(ax=ax[2], lw=3, color=colors[i]); \n", " (ds.T_hbd_diffy_2d.sum(dim='xh') * 1.e-15).plot(ax=ax[3], lw=3, color=colors[i]); \n", "\n", "ax[0].legend(ncol=2)\n", "ax[0].grid(); ax[1].grid();ax[2].grid(); ax[3].grid()\n", "#ax[0].set_ylim(-1.5, 1.5); ax[1].set_ylim(-1.5, 1.5)\n", "#ax[2].set_ylim(-0.075, 0.05); ax[3].set_ylim(-0.075, 0.05)\n", "ax[0].set_ylabel('PW');ax[1].set_ylabel('PW');ax[2].set_ylabel('PW'); ax[3].set_ylabel('PW')\n", "ax[0].set_xlabel('');ax[1].set_xlabel(''); ax[2].set_xlabel(''); ax[3].set_xlabel('Latitude [$\\degree$N]')\n", "\n", "ax[0].set_title('a) total = advection + neutral + horizontal')\n", "ax[1].set_title('b) advection')\n", "ax[2].set_title('c) neutral diffusion');\n", "ax[3].set_title('d) horizontal diffusion');" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python [conda env:miniconda-dev2]", "language": "python", "name": "dev2" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.9" } }, "nbformat": 4, "nbformat_minor": 4 }