{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "### Preparations" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "code_folding": [ 0 ] }, "outputs": [], "source": [ "### Importing Matplotlib (cannot be repeated in a Kernel)\n", "import matplotlib\n", "matplotlib.use(\"Agg\")\n", "import matplotlib.pyplot as plt\n", "from matplotlib.gridspec import GridSpec\n", "import matplotlib._color_data as mcd\n", "#%matplotlib inline" ] }, { "cell_type": "code", "execution_count": 24, "metadata": { "code_folding": [ 0 ] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "The ferretmagic extension is already loaded. To reload it, use:\n", " %reload_ext ferretmagic\n" ] } ], "source": [ "### Importing Other Packages\n", "\n", "from matplotlib import animation\n", "\n", "from jupyterthemes import jtplot\n", "import numpy as np\n", "# from sys import maxsize\n", "# np.set_printoptions(threshold=maxsize)\n", "import math\n", "import scipy\n", "from scipy import stats\n", "from scipy.stats import skewnorm\n", "import scipy.ndimage as ndimage\n", "import pandas as pd\n", "import netCDF4 as nc4\n", "from netCDF4 import Dataset\n", "from netCDF4 import num2date\n", "import pickle\n", "import datetime\n", "import sys\n", "sys.path.append('../misc')\n", "from nc_dump import ncdump\n", "import os\n", "import time\n", "from scipy.ndimage import zoom\n", "#my scripts:\n", "import importlib\n", "#my scripts:\n", "import tools_plot as jplt\n", "importlib.reload(jplt) \n", "import tools_analysis as jan\n", "importlib.reload(jan) \n", "%matplotlib inline\n", "#%matplotlib notebook\n", "#plt.style.use('dark_background')\n", "#jtplot.style(theme='onedork')\n", "#jtplot.reset()\n", "#%load_ext ferretmagic\n", "import csv\n", "import scipy.stats as stats\n", "from scipy.stats import truncnorm\n", "\n", "#from __future__ import print_function\n", "from ipywidgets import interact, interactive, fixed, interact_manual\n", "import ipywidgets as widgets\n", "import glob\n", "%load_ext ferretmagic" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "#Generate continental mask and store it\n", "nc_f = '../climber/c3beta_tria_200Ma_1500ppm/snapshots.004002.01.01.dta.nc' \n", "nc_fid = Dataset(nc_f, 'r') \n", "#nc_attrs, nc_dims, nc_vars = ncdump(nc_fid)\n", "temp = np.flipud(nc_fid.variables['temp'][0,0,:,:])\n", "mask=np.empty([48,96])\n", "mask[np.where(temp > -1000)]=1\n", "mask[np.where(temp < -1000)]=0\n", "with open('../climber/continental_mask.pickle', 'wb') as f: \n", " pickle.dump(mask, f)\n", "with open('../climber/continental_mask.pickle', 'rb') as f: \n", " continental_mask = pickle.load(f, encoding='latin1')" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Fig S1: Continental Configuration and Vegetation Pattern" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "###Definition of the Grids\n", "latas, lonas, xa, ya=jan.grid_gen(region='atmo', cell='T')\n", "latos, lonos, xo, yo=jan.grid_gen(region='ocean', cell='T')\n", "lataps, lonaps, xap, yap=jan.grid_gen(region='atmo', cell='p')\n", "latops, lonops, xop, yop=jan.grid_gen(region='ocean', cell='p') \n", "\n", "##############################################################################\n", "### Plot of Continents and Surface\n", "##############################################################################\n", "\n", "nc_f = '../climber/c3beta_tria_200Ma_1500ppm/snapshots_potsdam2.004002.01.01.dta.nc' \n", "p2snap = Dataset(nc_f, 'r') \n", "landfrac = np.flipud(np.mean(p2snap.variables['frlnd'][:,:,:],axis=0))\n", "treefrac = np.around(np.flipud(np.mean(p2snap.variables['ft'][:,:,:],axis=0)),2) #percentages are not exactly as they should be\n", "grassfrac = np.around(np.flipud(np.mean(p2snap.variables['fg'][:,:,:],axis=0)),2)\n", "oro = np.flipud(np.mean(p2snap.variables['horo'][:,:,:].data,axis=0))\n", "barefrac=1-(treefrac+grassfrac)\n", "seafrac=1-landfrac\n", "\n", "test=p2snap.variables['horo'][:,:,:].data\n", "\n", "nc_f = '../climber/c3beta_tria_200Ma_1500ppm/topog.dta.nc' \n", "topog = Dataset(nc_f, 'r') \n", "ht = topog.variables['ht'][::-1,:]\n", "zw_k=np.array(topog.variables['zw_k'][0:21])\n", "\n", "#with open('landfrac.pickle', 'wb') as f: \n", "# pickle.dump(landfrac, f)\n", "\n", "#plot_world(oro, projection='rec', varname='oro',time='4100')\n", "#plot_world(landfrac, projection='moll', varname='land fraction',time='4100') \n", "#plot_world(treefrac, projection='moll', varname='tree fraction',time='4100') \n", "#plot_world(grassfrac, projection='moll', varname='grass fraction',time='4100') \n", "#plot_world(barefrac, projection='moll', varname='bare soil fraction',time='4100') \n", "\n", "with open('../climber/continental_mask.pickle', 'rb') as f: \n", " continental_mask = pickle.load(f, encoding='latin1')\n", "\n", "lv = np.linspace(0.1,0.9,10)\n", "cmTmp = plt.cm.gist_earth(lv)\n", "newCmap = matplotlib.colors.ListedColormap(cmTmp)\n", "\n", "#mycmap_blues= plt.cm.get_cmap('Blues',20)\n", "#cm_blues = LinearSegmentedColormap.from_list('blues_jan', ['deepskyblue','navy'], N=20)\n", "cmap_test=matplotlib.colors.LinearSegmentedColormap.from_list('blues_jan', ['skyblue','navy'], N=100)\n", "#cm_blues=cmap_test(zw_k/zw_k[-1])\n", "#newCmap = mcol.ListedColormap(cmap_test(1/(1-zw_k/zw_k[-1])))\n", "norm = matplotlib.colors.BoundaryNorm(zw_k, cmap_test.N)\n", "#https://matplotlib.org/tutorials/colors/colorbar_only.html\n", "\n", "\n", "colors = [(0.27451, 0.50980, 0.70588), (0.80392, 0.52157, 0.24706)] # R -> G -> B (139,69,19)\n", "n_bins = [3, 6, 10, 100] # Discretizes the interpolation into bins\n", "cmap_name = 'bluebrown'\n", "cm = matplotlib.colors.LinearSegmentedColormap.from_list(cmap_name, colors, N=10)\n", "\n", "colors = [(0.80392, 0.52157, 0.24706), (0.66275, 0.27059, 0.07451)] # R -> G -> B (139,69,19)\n", "n_bins = [3, 6, 10, 100] # Discretizes the interpolation into bins\n", "cmap_name = 'brownbrown'\n", "cm_oro = matplotlib.colors.LinearSegmentedColormap.from_list(cmap_name, colors, N=10)\n", "\n", "vegetation_types=['trop. & summerwet forest', 'warm temp. forest','cold temp. forest', 'cold temp. & alp. tundra','shrubland', 'desert']\n", "#vegetation_types=['tropical and summerwet forest', 'warm temperate forest','cold temperate forest', 'cold temperate and alpine tundra','shrubland', 'desert']\n", "treefrac_types =[0.95, 0.75, 0.5, 0.25, 0, 0]\n", "grassfrac_types=[0 , 0 , 0 , 0.25, 0.8, 0]\n", "baresoil_types= [0.05, 0.25, 0.5, 0.5 , 0.2, 1]\n", "marker_types =['o', 'p', '^', 'v', 'x', 's']\n", "marker_colors =['xkcd:moss green','tab:olive','tab:blue','tab:cyan','xkcd:burgundy','yellow']\n", "\n", "#plt.colors.Colormap(Oranges[,1])\n", "\n", "fig8=plt.figure(8, figsize=(14, 5.5))\n", "#fig8=plt.figure(8, figsize=(7.5,5.15))\n", "#fig9=plt.figure(9, figsize=(7.5,5.15))\n", "plt.clf()\n", "ax81 = fig8.add_subplot(121)\n", "ax82 = fig8.add_subplot(122)\n", "#ax81 = fig8.add_subplot(111)\n", "#ax82 = fig9.add_subplot(111)\n", "ht_plot=ax81.pcolor(lonops, latops, ht/100, cmap=cmap_test, snap=True); #,vmin=0,vmax=3500\n", "#ht_plot=ax81.pcolormesh(lonops, latops, ht/100, cmap=LinearSegmentedColormap.from_list('blues_jan', ['paleturquoise','navy'], N=100)); #,vmin=0,vmax=3500\n", "oro_plot=ax82.pcolor(lonaps, lataps, oro, cmap=matplotlib.colors.LinearSegmentedColormap.from_list('browns_jan',['floralwhite','saddlebrown'], N=100), alpha=0.9,zorder=1); #, vmin=0,vmax=1\n", "#ax8.pcolor(lonaps, lataps, np.ma.masked_where((oro<600), oro), cmap=cm_oro, vmin=40, vmax=np.max(oro), alpha=0.4,zorder=1); #make mpuntainous regions darker\n", "ax82.contour(lonos,latos,continental_mask,levels=[0.5],zorder=2, alpha=0.7) \n", "#ax.contour(xo,yo,continental_mask,levels=[0.5], linewidths=1.75)\n", "for i in range(len(treefrac_types)):\n", " s1 = ((treefrac==treefrac_types[i]) & (grassfrac==grassfrac_types[i]) & (landfrac!=0))\n", " ax82.scatter(xa[s1], ya[s1],marker=marker_types[i],c=marker_colors[i], label=vegetation_types[i],zorder=3)\n", " #ax82.scatter(xa[s1], ya[s1],marker=marker_types[i],c=marker_colors[i], label=vegetation_types[i]+' (%d,%d,%d)' % (100*treefrac_types[i],100*grassfrac_types[i],100*baresoil_types[i]),zorder=3)\n", "ax82.legend(fontsize=11, ncol=1, framealpha=0.3)\n", "ax81.set_title('Ocean Depth (m)'); ax81.set_xlabel(r'longitude ($^{\\circ}$)', fontsize=12); ax81.set_ylabel(r'latitude ($^{\\circ}$)', fontsize=12);\n", "ax82.set_title('Land Surface Type & Elevation (m)', fontsize=12); ax82.set_xlabel(r'longitude ($^{\\circ}$)', fontsize=12); #ax82.set_ylabel(r'latitude [$^{\\circ}$]');\n", "ax81.set_xticks(np.arange(-180,240,60)); ax81.set_yticks(np.arange(-90,120,30));\n", "ax81.tick_params(labelsize=11); ax82.tick_params(labelsize=11);\n", "ax82.set_xticks(np.arange(-180,240,60)); ax82.set_yticks(np.arange(-90,120,30));\n", "cbar81=fig8.colorbar(ht_plot, ax=ax81, orientation='vertical', boundaries=zw_k[10:], norm=norm, ticks=zw_k[10:], spacing='proportional', pad=0.02)\n", "cbar82=fig8.colorbar(oro_plot, ax=ax82, orientation='vertical', boundaries=np.arange(0,2000,200), pad=0.02)\n", "cbar81.ax.set_yticklabels(cbar81.ax.get_yticklabels(), fontsize=12);\n", "cbar82.ax.set_yticklabels(cbar82.ax.get_yticklabels(), fontsize=12);\n", "plt.tight_layout()\n", "fig8.savefig('./plot_pdf_files/FigS1_geography_vegetation.pdf',bbox_inches='tight', pad_inches=0.01, dpi=900)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Figs. S4a & S5: Equilibrium Surface Air Temperatures" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "%%ferret\n", "!cancel data/all\n", "use \"../climber/c3beta_tria_200Ma_1500ppm/history_p2.nc\"\n", "!set viewport left\n", "let var_ts_jja=ts_jja[k=1,l=3950:4000@ave]\n", "!shade var\n", "!set viewport right\n", "let var_ts_djf=ts_djf[k=1,l=3950:4000@ave]\n", "let var_ts_ann=ts_ann[k=1,l=3950:4000@ave]\n", "\n" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
Message: var_ts_djf is now available in python as a dictionary containing the variable's metadata and data array.
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
Message: var_ts_jja is now available in python as a dictionary containing the variable's metadata and data array.
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
Message: var_ts_ann is now available in python as a dictionary containing the variable's metadata and data array.
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%ferret_getdata var_ts_djf = var_ts_djf \n", "%ferret_getdata var_ts_jja = var_ts_jja \n", "%ferret_getdata var_ts_ann = var_ts_ann\n", "ts_jja=np.rot90(var_ts_jja['data'][:,:,0,0,0,0])\n", "ts_djf=np.rot90(var_ts_djf['data'][:,:,0,0,0,0])\n", "ts_ann=np.rot90(var_ts_ann['data'][:,:,0,0,0,0])" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "%%ferret\n", "cancel data/all\n", "use \"../climber/c3beta_tria_200Ma_1500ppm/snapshots_potsdam2.004002.01.01.dta.nc\"\n", "!sh da\n", "let ts_min_f=ts[l=@min]\n", "let ts_max_f=ts[l=@max]" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
Message: ts_min_f is now available in python as a dictionary containing the variable's metadata and data array.
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
Message: ts_max_f is now available in python as a dictionary containing the variable's metadata and data array.
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%ferret_getdata ts_min_f = ts_min_f \n", "%ferret_getdata ts_max_f = ts_max_f\n", "ts_min=np.rot90(ts_min_f['data'][:,:,0,0,0,0])\n", "ts_max=np.rot90(ts_max_f['data'][:,:,0,0,0,0])" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig1=jplt.plot_world(ts_ann, varname='ann. mean SAT', units='$^{\\circ}C$', lim_l=-15, lim_u=35, cbar_delta=2.5, cbar_tick_freq=2,\\\n", " projection='moll', title='Surface Air Temperature', var_digits=1,\\\n", " cont='on', var_cont=ts_max-ts_min, var_cont_name='ann. SAT range', cont_levs=[5,10, 20, 30, 40, 50, 60], \\\n", " var_cont_unit='$^{\\circ}C$', cont_label_fmt='%d', var_cont_digits=1)[1] \n", "#, lim_l=-40, lim_u=40, cbar_delta=2.5, cbar_tick_freq=4 , cont_levs=[-10, -5, 0, 5, 15, 20, 25, 30]\n", "fig1.savefig('./plot_pdf_files/FigS4a_equi_1500ppm_SAT_ANN.pdf',bbox_inches='tight', pad_inches=0.01, dpi=900)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig1=jplt.plot_world(ts_jja, varname='JJA SAT', lim_l=-40, lim_u=40, cbar_delta=5, cbar_tick_freq=2, units='$^{\\circ}C$',\\\n", " projection='moll', title='JJA Surface Air Temperature', var_digits=1,\\\n", " cont='on', var_cont=ts_ann, var_cont_name='ann. SAT', var_cont_digits=1,var_cont_unit='$^{\\circ}C$', cont_levs=[-10, -5, 0, 5, 15, 20, 25, 30], cont_label_fmt='%d')[1] \n", "#, time='year 9' ,axorplt='ax', title='initial surface dp13 (for pulse_c_1500ppm_5300GtC_5ka)'jplt.plot_world(test, projection='moll', varname='dp13', time='year 9', units='permil', axes='on',axorplt='ax') # , title='initial surface dp13 (for pulse_c_1500ppm_5300GtC_5ka)'\n", "fig1.savefig('./plot_pdf_files/FigS5a_equi_1500ppm_SAT_JJA.pdf',bbox_inches='tight', pad_inches=0.01, dpi=900)" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig2=jplt.plot_world(ts_djf, varname='DJF SAT', lim_l=-40, lim_u=40, cbar_delta=5, cbar_tick_freq=4, units='$^{\\circ}C$',\\\n", " projection='moll', axes='on', title='DJF Surface Air Temperature', var_digits=1,\\\n", " cont='on', var_cont=ts_ann, var_cont_name='ann. SAT', var_cont_digits=1,var_cont_unit='$^{\\circ}C$', cont_levs=[-10, -5, 0, 5, 15, 20, 25, 30], cont_label_fmt='%d')[1] \n", "fig2.savefig('./plot_pdf_files/FigS5b_equi_1500ppm_SAT_DJF.pdf',bbox_inches='tight', pad_inches=0.01, dpi=900)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Figs. S7, S8, S9: Equilibrium Precipitation, Sea Level Pressure, Surface Winds" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "%%ferret\n", "cancel data/all\n", "use \"../climber/c3beta_tria_200Ma_1500ppm/history_p2.nc\"\n", "!sh da\n", "let prc_ann_f=prc_ann[l=3970:4000@ave]\n", "let e_ann_f=e_ann[l=3970:4000@ave]\n", "let slp_djf_f=slp_djf[l=3970:4000@ave]\n", "let slp_jja_f=slp_jja[l=3970:4000@ave]\n", "let slp_jja_mean_f=slp_jja[i=@ave,j=@ave,l=3970:4000@ave];\n", "let slp_djf_mean_f=slp_djf[i=@ave,j=@ave,l=3970:4000@ave];" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
Message: prc_ann_f is now available in python as a dictionary containing the variable's metadata and data array.
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
Message: e_ann_f is now available in python as a dictionary containing the variable's metadata and data array.
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
Message: slp_djf_f is now available in python as a dictionary containing the variable's metadata and data array.
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
Message: slp_jja_f is now available in python as a dictionary containing the variable's metadata and data array.
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
Message: slp_djf_mean_f is now available in python as a dictionary containing the variable's metadata and data array.
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
Message: slp_jja_mean_f is now available in python as a dictionary containing the variable's metadata and data array.
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%ferret_getdata prc_ann_f=prc_ann_f \n", "%ferret_getdata e_ann_f=e_ann_f \n", "%ferret_getdata slp_djf_f=slp_djf_f\n", "%ferret_getdata slp_jja_f=slp_jja_f\n", "%ferret_getdata slp_djf_mean_f=slp_djf_mean_f\n", "%ferret_getdata slp_jja_mean_f=slp_jja_mean_f\n", "\n", "prc_ann=np.rot90(prc_ann_f['data'][:,:,0,0,0,0])*360; \n", "e_ann=np.rot90(e_ann_f['data'][:,:,0,0,0,0])*360; \n", "slp_djf=np.rot90(slp_djf_f['data'][:,:,0,0,0,0]); \n", "slp_jja=np.rot90(slp_jja_f['data'][:,:,0,0,0,0]); \n", "slp_djf_mean=slp_djf_mean_f['data'][0,0,0,0,0,0]\n", "slp_jja_mean=slp_jja_mean_f['data'][0,0,0,0,0,0]" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "%%ferret\n", "use \"../climber/c3beta_tria_200Ma_1500ppm/snapshots_potsdam2.004002.01.01.dta.nc\"\n", "!sh da\n", "let u3d_f=u3d[k=10]\n", "let v3d_f=v3d[k=10]\n", "let slp_f=slp\n", "! Zeitpunkt bei maximalem Niederschlag feststellen\n", "!let a=prc[l=@max]-prc\n", "!let var_prc_maxdate=(a[l=@loc:0]-1440000)/30\n", "let slp_mean_f=slp[i=@ave,j=@ave];\n" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
Message: u3d_f is now available in python as a dictionary containing the variable's metadata and data array.
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
Message: v3d_f is now available in python as a dictionary containing the variable's metadata and data array.
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
Message: slp_f is now available in python as a dictionary containing the variable's metadata and data array.
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
Message: slp_mean_f is now available in python as a dictionary containing the variable's metadata and data array.
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%ferret_getdata u3d_f=u3d_f\n", "%ferret_getdata v3d_f=v3d_f\n", "%ferret_getdata slp_f=slp_f\n", "%ferret_getdata slp_mean_f=slp_mean_f\n", "\n", "u3d=np.rot90(u3d_f['data'][:,:,0,:,0,0]); u3d[u3d<-1e10]=0.\n", "v3d=np.rot90(v3d_f['data'][:,:,0,:,0,0]); v3d[v3d<-1e10]=0.\n", "slp=np.rot90(slp_f['data'][:,:,0,:,0,0]); \n", "slp_mean=slp_mean_f['data'][0,0,0,:,0,0]; \n", "\n", "#u3d_f['data'].shape\n", "\n", "u3d_djf=(u3d[:,:,11]+u3d[:,:,0]+u3d[:,:,1])/3; v3d_djf=(v3d[:,:,11]+v3d[:,:,0]+v3d[:,:,1])/3\n", "u3d_mam=np.mean(u3d[:,:,2:5], axis=2); v3d_mam=np.mean(v3d[:,:,2:5], axis=2)\n", "u3d_jja=np.mean(u3d[:,:,5:8], axis=2); v3d_jja=np.mean(v3d[:,:,5:8], axis=2)\n", "u3d_son=np.mean(u3d[:,:,8:11], axis=2); v3d_son=np.mean(v3d[:,:,8:11], axis=2)\n", "\n", "\n", "slp_mam=np.mean(slp[:,:,2:4+1], axis=2);\n", "slp_jja=np.mean(slp[:,:,5:7+1], axis=2); \n", "slp_son=np.mean(slp[:,:,8:10+1], axis=2); \n", "slp_djf=(slp[:,:,11]+slp[:,:,0]+slp[:,:,1])/3;\n", "\n", "slp_mam_mean=np.mean(slp_mean[2:4+1]);\n", "slp_jja_mean=np.mean(slp_mean[5:7+1]); \n", "slp_son_mean=np.mean(slp_mean[8:10+1]); \n", "slp_djf_mean=(slp_mean[11]+slp_mean[0]+slp_mean[1])/3;\n", "\n" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [], "source": [ "%%ferret\n", "cancel data/all\n", "CANCEL MODE LOGO\n", "palette default\n", "use \"../climber/c3beta_tria_200Ma_1500ppm/snapshots_potsdam2.004002.01.01.dta.nc\"\n", "use \"../climber/c3beta_tria_200Ma_1500ppm/topog.dta.nc\"\n", "let cont_mask if kmt[d=2] gt 0 then 1 else 0\n", "!set viewport ul\n", "let prc_djf=(prc[l=1,d=1]+prc[l=2,d=1]+prc[l=12,d=1])/3\n", "!shade/lev=(0,15,1)/nolabel/palette=inverse_bluescale prc_djf\n", "!contour/overlay/noaxis/levels=2/color=black/nolabel cont_mask\n", "!set viewport ur\n", "let prc_mam=prc[l=3:5@ave,d=1]\n", "!shade/lev=(0,15,1)/nolabel/palette=inverse_bluescale prc_mam\n", "!contour/overlay/noaxis/levels=2/color=black/nolabel cont_mask\n", "!set viewport ll\n", "let prc_jja=prc[l=6:8@ave,d=1]\n", "!shade/lev=(0,15,1)/nolabel/palette=inverse_bluescale prc_jja\n", "!contour/overlay/noaxis/levels=2/color=black/nolabel cont_mask\n", "!set viewport lr\n", "let prc_son=prc[l=9:11@ave,d=1]\n", "!shade/lev=(0,15,1)/nolabel/palette=inverse_bluescale prc_son\n", "!contour/overlay/noaxis/levels=2/color=black/nolabel cont_mask\n", "!FRAME/FILE=\"./pulse_1500ppm_PRC_seasonal.pdf\"" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
Message: prc_djf_f is now available in python as a dictionary containing the variable's metadata and data array.
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
Message: prc_mam_f is now available in python as a dictionary containing the variable's metadata and data array.
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
Message: prc_jja_f is now available in python as a dictionary containing the variable's metadata and data array.
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
Message: prc_son_f is now available in python as a dictionary containing the variable's metadata and data array.
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%ferret_getdata prc_djf_f=prc_djf\n", "%ferret_getdata prc_mam_f=prc_mam\n", "%ferret_getdata prc_jja_f=prc_jja\n", "%ferret_getdata prc_son_f=prc_son\n", "prc_djf=np.rot90(prc_djf_f['data'][:,:,0,0,0,0]); \n", "prc_mam=np.rot90(prc_mam_f['data'][:,:,0,0,0,0]); \n", "prc_jja=np.rot90(prc_jja_f['data'][:,:,0,0,0,0]); \n", "prc_son=np.rot90(prc_son_f['data'][:,:,0,0,0,0]); " ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [], "source": [ "def truncate_colormap(cmap, minval=0.0, maxval=1.0, n=100):\n", " new_cmap = matplotlib.colors.LinearSegmentedColormap.from_list(\n", " 'trunc({n},{a:.2f},{b:.2f})'.format(n=cmap.name, a=minval, b=maxval),\n", " cmap(np.linspace(minval, maxval, n)))\n", " return new_cmap\n", "\n", "cmap = plt.get_cmap('Spectral')\n", "new_cmap = truncate_colormap(cmap, 0.33, 1)" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig1=jplt.plot_world(prc_jja, varname='prc_jja', lim_l=0, lim_u=12, cbar_delta=0.5, cbar_tick_freq=2, units='mm/d',\\\n", " projection='moll', title='JJA', axes='on', anno='on', continents='on', continents_timeslice=201,colourmap=new_cmap, var_digits=0, \\\n", " cont='on', var_cont=slp_jja-slp_jja_mean, var_cont_name=r'$\\Delta$SLP', cont_levs=[-15,-10,-5,0,5,10,15], cont_label_fmt='%d', var_cont_unit='hPa', \\\n", " vec='on', vectorx=u3d_jja, vectory=v3d_jja, vec_anno='off', vec_col='dimgrey', scat='off')[1]\n", "fig1.savefig('./plot_pdf_files/FigS6a_prc_slp_wind_jja_rev.pdf',bbox_inches='tight', pad_inches=0.01, dpi=900)" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig1=jplt.plot_world(prc_djf, varname='prc_djf', lim_l=0, lim_u=12, cbar_delta=0.5, cbar_tick_freq=2, units='mm/d',\\\n", " projection='moll', title='DJF', axes='on', anno='on', continents='on', continents_timeslice=201,colourmap=new_cmap, var_digits=0, \\\n", " cont='on', var_cont=slp_djf-slp_djf_mean, var_cont_name=r'$\\Delta$SLP', cont_levs=[-15,-10,-5,0,5,10,15], cont_label_fmt='%d', var_cont_unit='hPa', \\\n", " vec='on', vectorx=u3d_djf, vectory=v3d_djf, vec_anno='off', vec_col='dimgrey', scat='off')[1]\n", "fig1.savefig('./plot_pdf_files/FigS6b_prc_slp_wind_djf_rev.pdf',bbox_inches='tight', pad_inches=0.01, dpi=900)" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig1=jplt.plot_world(prc_mam, varname='prc_mam', lim_l=0, lim_u=12, cbar_delta=0.5, cbar_tick_freq=2, units='mm/d',\\\n", " projection='moll', title='MAM', axes='on', anno='on', continents='on', continents_timeslice=201,colourmap=new_cmap, var_digits=0, \\\n", " cont='on', var_cont=slp_mam-slp_mam_mean, var_cont_name=r'$\\Delta$SLP', cont_levs=[-15,-10,-5,0,5,10,15], cont_label_fmt='%d', var_cont_unit='hPa', \\\n", " vec='on', vectorx=u3d_mam, vectory=v3d_mam, vec_anno='off', vec_col='dimgrey', scat='off')[1]\n", "fig1.savefig('./plot_pdf_files/FigS7a_prc_slp_wind_mam_rev.pdf',bbox_inches='tight', pad_inches=0.01, dpi=900)" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig1=jplt.plot_world(prc_son, varname='prc_son', lim_l=0, lim_u=12, cbar_delta=0.5, cbar_tick_freq=2, units='mm/d',\\\n", " projection='moll', title='SON', axes='on', anno='on', continents='on', continents_timeslice=201,colourmap=new_cmap, var_digits=0, \\\n", " cont='on', var_cont=slp_son-slp_son_mean, var_cont_name=r'$\\Delta$SLP', cont_levs=[-15,-10,-5,0,5,10,15], cont_label_fmt='%d', var_cont_unit='hPa', \\\n", " vec='on', vectorx=u3d_son, vectory=v3d_son, vec_anno='off', vec_col='dimgrey', scat='off')[1]\n", "fig1.savefig('./plot_pdf_files/FigS7b_prc_slp_wind_son_rev.pdf',bbox_inches='tight', pad_inches=0.01, dpi=900)" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig1=jplt.plot_world(prc_ann, lim_l=0, lim_u=3500, cbar_delta=250, varname='ann. PRC', units='mm/a', \\\n", " projection='moll', title='Precipitation', axes='on',colourmap='Blues', var_digits=0,\\\n", " cont='on', var_cont=prc_ann, cont_anno='off',cont_levs=[600], cont_labels='on', linestyle='dashed', cont_label_fmt='%d')[1] #(prc_ann-e_ann)/(prc_ann+e_ann), [0.2]\n", "fig1.savefig('./plot_pdf_files/FigS8_equi_1500ppm_PRC_annual.pdf',bbox_inches='tight', pad_inches=0.01, dpi=900)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Fig. S9: Equilibrium Ocean Circulation and Temperatures" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [], "source": [ "%%ferret\n", "cancel data/all\n", "use \"../climber/c3beta_tria_200Ma_1500ppm/snapshots.004002.01.01.dta.nc\"\n", "!use \"../climber/c3beta_tria_200Ma_1500ppm/history.nc\"\n", "!sh da\n", "!list u[i=@ave,j=@ave,l=@ave]\n", "let temp_f=temp[k=1,l=@ave]\n", "let u_f=u[k=1,l=@ave]\n", "let v_f=v[k=1,l=@ave]\n", "let w_f=w[k=1,l=@ave]\n", "!let prc_ann_f=prc_ann[l=3970:4000@ave]\n", "!shade temp[k=1,l=@ave]\n", "!cont/over/levels=10 temp[k=1,l=@ave]" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
Message: temp_f is now available in python as a dictionary containing the variable's metadata and data array.
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
Message: u_f is now available in python as a dictionary containing the variable's metadata and data array.
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
Message: v_f is now available in python as a dictionary containing the variable's metadata and data array.
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
Message: w_f is now available in python as a dictionary containing the variable's metadata and data array.
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%ferret_getdata temp_f=temp_f \n", "%ferret_getdata u_f=u_f \n", "%ferret_getdata v_f=v_f \n", "%ferret_getdata w_f=w_f\n", "\n", "temp=np.ma.masked_values(np.rot90(temp_f['data'][:,:,0,0,0,0]), -1e34); \n", "u=np.ma.masked_values(np.rot90(u_f['data'][:,:,0,0,0,0]), -1e34); \n", "v=np.ma.masked_values(np.rot90(v_f['data'][:,:,0,0,0,0]), -1e34); \n", "w=np.ma.masked_values(np.rot90(w_f['data'][:,:,0,0,0,0]), -1e34); " ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "../misc/tools_plot.py:206: RuntimeWarning: invalid value encountered in sqrt\n", " vec_mean=np.ma.mean(np.sqrt(vectorx**2+vectory**2))\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig1=jplt.plot_world(temp, varname='SST', units='$^{\\circ}C$', cbar_delta=2, lim_l=0, lim_u=32, \\\n", " projection='moll', title='Sea Surface Temperature & Velocities', axes='on', rotate='yes', var_digits=1,\\\n", " cont='on', var_cont=w, cont_levs=[0.0001], cont_anno='off', cont_labels='off', linestyle='dashed', cont_col='w', \\\n", " vec='on', vectorx=u, vectory=v, vec_freq=1)[1] \n", "fig1.savefig('./plot_pdf_files/FigS9a_equi_1500ppm_SST.pdf',bbox_inches='tight', pad_inches=0.01, dpi=900)" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [], "source": [ "%%ferret\n", "cancel data/all\n", "use \"../climber/c3beta_tria_200Ma_1500ppm/snapshots.004002.01.01.dta.nc\"\n", "\n", "!sh da\n", "!list temp[i=0, j=@ave, k=@ave,l=@ave]\n", "let temp_f=temp[i=0,l=@ave,d=1]\n", "!shade temp[i=0,l=@ave]\n", "\n", "!show axis/all\n", "\n", "use \"../climber/c3beta_tria_200Ma_1500ppm/history.nc\"\n", "let glb_over_f=glb_over[l=3970:4000@ave]\n", "!shade/palette=rainbow/vlimits=0:3500 glb_over[l=3970:4000@ave]" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
Message: temp_f is now available in python as a dictionary containing the variable's metadata and data array.
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
Message: glb_over_f is now available in python as a dictionary containing the variable's metadata and data array.
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%ferret_getdata temp_f=temp_f \n", "%ferret_getdata glb_over_f=glb_over_f\n", "temp=np.ma.masked_values(np.rot90(temp_f['data'][0,:,::-1,0,0,0]), -1e34);\n", "glb_over=np.ma.masked_values(np.rot90(glb_over_f['data'][0,:,::-1,0,0,0]), -1e34);\n", "#temp=np.ma.masked_values(np.rot90(temp_f['data'][:,0,:,0,0,0]), -1e34);\n", "#temp" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig1=jplt.plot_cross(temp, lim_l=-2, lim_u=30, cbar_delta=2, varname='T', units='$^{\\circ}C$', \\\n", " axes='on', title='Temperature (at 180$^{\\circ}$W) & Global Overturning Streamfunction (Sv)', var_digits=1,\\\n", " cont='on', var_cont=glb_over, var_cont_name='OVER', var_cont_unit='Sv', cont_anno='off', cont_levs=[-20,-10,10,20],cont_label_fmt='%d')[1]\n", "fig1.savefig('./plot_pdf_files/FigS9b_equi_1500ppm_OceanTemp_Cross.pdf',bbox_inches='tight', pad_inches=0.01, dpi=900)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Figs. S10 and S11: Equilibrium Marine Biogeochemistry" ] }, { "cell_type": "code", "execution_count": 35, "metadata": {}, "outputs": [], "source": [ "%%ferret\n", "cancel data/all\n", "use \"../climber/c3beta_tria_200Ma_biogeo_pulse_1500ppm_restart/snapshots.013600.01.01.dta.nc\"\n", "use \"../climber/c3beta_tria_200Ma_biogeo_pulse_1500ppm_restart/all_snapshots_mom_annual.nc\"\n", "!sh da\n", "!shade dust[k=1,l=@ave,d=1]\n", "let oxy_f=tracer_05[k=@min,l=48:50@ave]\n", "let oxy_cross_f=tracer_05[i=24,l=48:50@ave]\n", "let v_cross_f=v[i=24,l=48:50@ave]\n", "let w_cross_f=w[i=24,l=48:50@ave]\n", "let phosph_cross_f=tracer_06[i=24,l=48:50@ave]\n", "let proyear_f=proyear[l=@sum,d=1]\n", "!list proyear[i=@din, j=@din, l=@sum,d=1]\n", "!shade proyear[l=1,d=1]\n", "let omegaplo_a_f=omegaplo_a[k=1,l=48:50@ave]\n", "!list omegaplo_a[k=1, i=@ave,y=30S:30N@ave,l=48:50@ave]\n", "let ph_f=ph[k=1,l=48:50@ave]\n", "let dp13_f=dp13[k=1,l=48:50@ave]\n", "let dc13_f=dc13[k=1,l=48:50@ave]\n" ] }, { "cell_type": "code", "execution_count": 36, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
Message: oxy_f is now available in python as a dictionary containing the variable's metadata and data array.
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
Message: oxy_cross_f is now available in python as a dictionary containing the variable's metadata and data array.
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
Message: phosph_cross_f is now available in python as a dictionary containing the variable's metadata and data array.
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
Message: v_cross_f is now available in python as a dictionary containing the variable's metadata and data array.
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
Message: w_cross_f is now available in python as a dictionary containing the variable's metadata and data array.
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
Message: proyear_f is now available in python as a dictionary containing the variable's metadata and data array.
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
Message: ph_f is now available in python as a dictionary containing the variable's metadata and data array.
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
Message: omegaplo_a_f is now available in python as a dictionary containing the variable's metadata and data array.
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
Message: dp13_f is now available in python as a dictionary containing the variable's metadata and data array.
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
Message: dc13_f is now available in python as a dictionary containing the variable's metadata and data array.
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%ferret_getdata oxy_f=oxy_f\n", "%ferret_getdata oxy_cross_f=oxy_cross_f\n", "%ferret_getdata phosph_cross_f=phosph_cross_f\n", "%ferret_getdata v_cross_f=v_cross_f\n", "%ferret_getdata w_cross_f=w_cross_f\n", "%ferret_getdata proyear_f=proyear_f\n", "%ferret_getdata ph_f=ph_f\n", "%ferret_getdata omegaplo_a_f=omegaplo_a_f\n", "%ferret_getdata dp13_f=dp13_f\n", "%ferret_getdata dc13_f=dc13_f\n", "oxy=np.ma.masked_values(np.rot90(oxy_f['data'][:,:,0,0,0,0]), -1e34);\n", "oxy_cross=np.ma.masked_values(np.rot90(oxy_cross_f['data'][0,:,::-1,0,0,0]), -1e34);\n", "phosph_cross=np.ma.masked_values(np.rot90(phosph_cross_f['data'][0,:,::-1,0,0,0]), -1e34);\n", "v_cross=np.ma.masked_values(np.rot90(v_cross_f['data'][0,:,::-1,0,0,0]), -1e34);\n", "w_cross=np.ma.masked_values(np.rot90(w_cross_f['data'][0,:,::-1,0,0,0]), -1e34);\n", "proyear=np.ma.masked_values(np.rot90(proyear_f['data'][:,:,0,0,0,0]), -1e34);\n", "omegaplo_a=np.ma.masked_values(np.rot90(omegaplo_a_f['data'][:,:,0,0,0,0]), -1e34)\n", "ph=np.ma.masked_values(np.rot90(ph_f['data'][:,:,0,0,0,0]), -1e34)\n", "dp13=np.ma.masked_values(np.rot90(dp13_f['data'][:,:,0,0,0,0]), -1e34)\n", "dc13=np.ma.masked_values(np.rot90(dc13_f['data'][:,:,0,0,0,0]), -1e34)\n", "#temp=np.ma.masked_values(np.rot90(temp_f['data'][:,0,:,0,0,0]), -1e34);\n", "#temp" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig1=jplt.plot_world(proyear, varname='NEP', units='$g/(m^2\\cdot yr)$', lim_l=0, lim_u=55, cbar_delta=2.5, \\\n", " projection='moll', title='Export Biomass Production & Oxygen Minima', axes='on', continents='on', var_digits=1,\\\n", " cont='on', cont_label_fmt='%d', var_cont=oxy, var_cont_name='min. [$O_2$]', var_cont_unit='$\\mu \\mathrm{mol/l}$', \\\n", " cont_labels='on', cont_levs=[50,100,200,300], linestyle='dashed', var_cont_digits=0)[1] #, lim_l=0, lim_u=32\n", "#, cont_levs=[0.0001]\n", "fig1.savefig('./plot_pdf_files/FigS11a_equi_1500ppm_PROYEAR.pdf',bbox_inches='tight', pad_inches=0.01, dpi=900)\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 38, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig1=jplt.plot_world(oxy, varname='min. [$O_2$]', units='$\\mu \\mathrm{mol/l}$', lim_l=0, lim_u=325, cbar_delta=10, cbar_tick_freq=4, \\\n", " projection='moll', title='Oxygen Minima', axes='on', continents='on', var_digits=1,\\\n", " cont='on', cont_label_fmt='%d', var_cont=oxy, var_cont_name='min. [$O_2$]', var_cont_unit='$\\mu \\mathrm{mol/l}$', \\\n", " cont_labels='on', cont_levs=[50,100,200,300], linestyle='dashed', var_cont_digits=0)[1] #, lim_l=0, lim_u=32\n", "#, cont_levs=[0.0001]\n", "fig1.savefig('./equi_1500ppm_OXY_min.pdf',bbox_inches='tight', pad_inches=0.01, dpi=900)" ] }, { "cell_type": "code", "execution_count": 39, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig1=jplt.plot_cross(oxy_cross,axes='on', title='Oxygen & Phosphate Concentration', varname='[$O_2$]', units='$\\mu \\mathrm{mol/l}$', \\\n", " lim_l=60, lim_u=360, cbar_delta=25, var_digits=0,\\\n", " crosssec_loc='90$^{\\circ}W$', \\\n", " cont='on', var_cont=phosph_cross, cont_levs=[0.4, 0.8,1.2,1.6], var_cont_name='[$PO_4^{3-}$]', \\\n", " var_cont_unit='$\\mu \\mathrm{mol/l}$', cont_label_fmt='%.1f', var_cont_digits=1)[1]\n", "fig1.savefig('./plot_pdf_files/FigS10b_equi_1500ppm_OXY_Cross.pdf',bbox_inches='tight', pad_inches=0.01, dpi=900)" ] }, { "cell_type": "code", "execution_count": 40, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig1=jplt.plot_world(omegaplo_a, varname='$\\Omega_{Ar}$', lim_l=0, lim_u=2.5, cbar_delta=0.125, cbar_tick_freq=4, units=' ',\\\n", " projection='moll', title='Surface Carbonate Saturation $\\Omega_{Ar}$ & pH', axes='on', continents='on',\\\n", " cont='on', var_cont=ph, var_cont_name='pH', var_cont_unit=' ', cont_levs=[7.55, 7.6], cont_labels='on', linestyle='dashed')[1] #, lim_l=0, lim_u=32\n", "fig1.savefig('./plot_pdf_files/FigS10a_equi_1500ppm_OMEGA.pdf',bbox_inches='tight', pad_inches=0.01, dpi=900)\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Sensitivity to pCO_2" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 41, "metadata": {}, "outputs": [], "source": [ "%%ferret\n", "cancel data/all\n", "use \"../climber/c3beta_tria_200Ma_1000ppm/history_p2.nc\"\n", "use \"../climber/c3beta_tria_200Ma_1500ppm/history_p2.nc\"\n", "use \"../climber/c3beta_tria_200Ma_2000ppm/history_p2.nc\"\n", "use \"../climber/c3beta_tria_200Ma_1000ppm/snapshots_potsdam2.004001.01.01.dta.nc\"\n", "use \"../climber/c3beta_tria_200Ma_1500ppm/snapshots_potsdam2.004002.01.01.dta.nc\"\n", "use \"../climber/c3beta_tria_200Ma_2000ppm/snapshots_potsdam2.004001.01.01.dta.nc\"\n", "use \"../climber/c3beta_tria_200Ma_1000ppm/history_isis.nc\"\n", "use \"../climber/c3beta_tria_200Ma_1500ppm/history_isis.nc\"\n", "use \"../climber/c3beta_tria_200Ma_2000ppm/history_isis.nc\"\n", "!shade ts_ann[k=10,l=3970:4000@ave ,d=1]\n", "let sat_grad_1000_f=ts_ann[i=@ave,l=3970:4000@ave,d=1]\n", "let sat_grad_1500_f=ts_ann[i=@ave,l=3970:4000@ave,d=2]\n", "let sat_grad_2000_f=ts_ann[i=@ave,l=3970:4000@ave,d=3]\n", "let htrop_1000_f=htrop[i=@ave,l=@ave,d=4]\n", "let htrop_1500_f=htrop[i=@ave,l=@ave,d=5]\n", "let htrop_2000_f=htrop[i=@ave,l=@ave,d=6]\n", "let icefrac_1000_f=con_g[i=@ave,l=3970:4000@ave,d=7]\n", "let icefrac_1500_f=con_g[i=@ave,l=3970:4000@ave,d=8]\n", "let icefrac_2000_f=con_g[i=@ave,l=3970:4000@ave,d=9]\n", "!plot icefrac_1500_f" ] }, { "cell_type": "code", "execution_count": 42, "metadata": { "scrolled": true }, "outputs": [ { "data": { "text/html": [ "
Message: sat_grad_1000_f is now available in python as a dictionary containing the variable's metadata and data array.
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
Message: sat_grad_1500_f is now available in python as a dictionary containing the variable's metadata and data array.
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
Message: sat_grad_2000_f is now available in python as a dictionary containing the variable's metadata and data array.
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
Message: htrop_1000_f is now available in python as a dictionary containing the variable's metadata and data array.
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
Message: htrop_1500_f is now available in python as a dictionary containing the variable's metadata and data array.
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
Message: htrop_2000_f is now available in python as a dictionary containing the variable's metadata and data array.
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
Message: icefrac_1000_f is now available in python as a dictionary containing the variable's metadata and data array.
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
Message: icefrac_1500_f is now available in python as a dictionary containing the variable's metadata and data array.
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
Message: icefrac_2000_f is now available in python as a dictionary containing the variable's metadata and data array.
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%ferret_getdata sat_grad_1000_f=sat_grad_1000_f\n", "%ferret_getdata sat_grad_1500_f=sat_grad_1500_f\n", "%ferret_getdata sat_grad_2000_f=sat_grad_2000_f\n", "%ferret_getdata htrop_1000_f=htrop_1000_f\n", "%ferret_getdata htrop_1500_f=htrop_1500_f\n", "%ferret_getdata htrop_2000_f=htrop_2000_f\n", "%ferret_getdata icefrac_1000_f=icefrac_1000_f\n", "%ferret_getdata icefrac_1500_f=icefrac_1500_f\n", "%ferret_getdata icefrac_2000_f=icefrac_2000_f\n", "#sat_grad_1000_f\n", "sat_grad_1000=sat_grad_1000_f['data'][0,::-1,0,0,0,0]\n", "sat_grad_1500=sat_grad_1500_f['data'][0,::-1,0,0,0,0]\n", "sat_grad_2000=sat_grad_2000_f['data'][0,::-1,0,0,0,0]\n", "htrop_1000=htrop_1000_f['data'][0,::-1,0,0,0,0]\n", "htrop_1500=htrop_1500_f['data'][0,::-1,0,0,0,0]\n", "htrop_2000=htrop_2000_f['data'][0,::-1,0,0,0,0]\n", "icefrac_1000=np.ma.masked_values(icefrac_1000_f['data'][0,::-1,0,0,0,0], -1e34)\n", "icefrac_1500=np.ma.masked_values(icefrac_1500_f['data'][0,::-1,0,0,0,0], -1e34)\n", "icefrac_2000=np.ma.masked_values(icefrac_2000_f['data'][0,::-1,0,0,0,0], -1e34)\n" ] }, { "cell_type": "code", "execution_count": 43, "metadata": { "code_folding": [] }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "### Plot zonal mean SAT, Tropopause Height and Sea Ice Fraction\n", "fig10=plt.figure(figsize=(7.0,5.15))\n", "plt.clf()\n", "ax10 = fig10.add_subplot(111) \n", "ax10.patch.set_visible(False)\n", "ax10.set_zorder(10)\n", "ax11 = ax10.twinx()\n", "ax10.grid(linestyle=':', zorder=0) \n", "\n", "lats=jan.grid_gen(region='atmo', cell='T')[0]\n", "lats_o=jan.grid_gen(region='ocean', cell='T')[0]\n", "\n", "ax10.plot(lats, sat_grad_1000,'--',c='tab:red',lw=2, zorder=4) \n", "ax10.plot(lats, sat_grad_1500,'-',c='tab:red',lw=2, label='SAT (in $^{\\circ}C$)', zorder=4) \n", "ax10.plot(lats, sat_grad_2000,':',c='tab:red',lw=2, zorder=4) \n", "ax11.plot(lats, htrop_1000/1000,'--',c='tab:green',lw=2, zorder=4) \n", "ax11.plot(lats, htrop_1500/1000,'-',c='tab:green',lw=2, label='Tropopause height', zorder=4) \n", "ax11.plot(lats, htrop_2000/1000,':',c='tab:green',lw=2, zorder=4) \n", "ax10.plot(lats_o, icefrac_1000*100,'--',c='tab:blue',lw=2, zorder=4) \n", "ax10.plot(lats_o, icefrac_1500*100,'-',c='tab:blue',lw=2, label='Sea Ice Fraction (in %)', zorder=4) \n", "ax10.plot(lats_o, icefrac_2000*100,':',c='tab:blue',lw=2, zorder=4) \n", "# ax10.plot(pco2, sst_trop_pco2,'o-',c='tab:red',lw=2, label='trop. SST', zorder=4) #/np.max(sst_trop_pco2)\n", "# ax10.plot(pco2, sst_extratrop_pco2,'o-',c='tab:blue',lw=2, label='extratrop. SST', zorder=4) #/np.max(sst_extratrop_pco2)\n", "# ax11.plot(pco2,hmxl_pco2/np.max(hmxl_pco2), '--ko',lw=2, label='mixed layer depth (max: %d m)' % np.max(hmxl_pco2), zorder=2) \n", "# ax11.plot(pco2,glb_over_pco2/np.max(glb_over_pco2), ':ko',lw=2, label='Overturning (max: %.1f Sv)' % np.max(glb_over_pco2), zorder=2) \n", "\n", "\n", "h2, l2 = ax10.get_legend_handles_labels()\n", "h1, l1 = ax11.get_legend_handles_labels()\n", "ax11.legend(h1+h2, l1+l2, loc='upper left', ncol=1, fontsize=10) #(0.25,0.25)\n", "\n", "ax10.tick_params(labelsize=12)\n", "ax11.tick_params(labelsize=12)\n", "plt.xticks([-90,-60,-30,0,30,60,90],['90$^{\\circ}$S','60$^{\\circ}$S','30$^{\\circ}$S','0$^{\\circ}$','30$^{\\circ}$N','60$^{\\circ}$N','90$^{\\circ}$N']);\n", "ax10.set_xlim([-90,90]); ax10.set_ylim([-15,70])\n", "ax11.set_ylim([11,16])\n", "#ax11.set_yticks([12,13,14,15,16])\n", "ax10.set_title('Zonally averaged Climate Characteristics', fontsize=13)\n", "ax10.set_ylabel('(a.u.)', fontsize=12)\n", "ax10.set_xlabel('Latitude ($^{\\circ}$)', fontsize=12); \n", "ax11.set_ylabel(r'Tropopause height (km)', fontsize=12)\n", "plt.tight_layout()\n", "\n", "fig10.savefig('./plot_pdf_files/FigS4a_equi_SAT_HTROP_ICE_zonally.pdf',bbox_inches='tight', pad_inches=0.01, dpi=900)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.3" }, "toc": { "base_numbering": 1, "nav_menu": {}, "number_sections": true, "sideBar": true, "skip_h1_title": false, "title_cell": "Table of Contents", "title_sidebar": "Contents", "toc_cell": false, "toc_position": { "height": "calc(100% - 180px)", "left": "10px", "top": "150px", "width": "307px" }, "toc_section_display": true, "toc_window_display": true }, "varInspector": { "cols": { "lenName": 16, "lenType": 16, "lenVar": 40 }, "kernels_config": { "python": { "delete_cmd_postfix": "", "delete_cmd_prefix": "del ", "library": "var_list.py", "varRefreshCmd": "print(var_dic_list())" }, "r": { "delete_cmd_postfix": ") ", "delete_cmd_prefix": "rm(", "library": "var_list.r", "varRefreshCmd": "cat(var_dic_list()) " } }, "position": { "height": "393px", "left": "1103px", "right": "17px", "top": "18px", "width": "800px" }, "types_to_exclude": [ "module", "function", "builtin_function_or_method", "instance", "_Feature" ], "window_display": false } }, "nbformat": 4, "nbformat_minor": 2 }