diff --git a/Calculating_undercurrent_strength.ipynb b/Calculating_undercurrent_strength.ipynb new file mode 100644 index 0000000..ad18966 --- /dev/null +++ b/Calculating_undercurrent_strength.ipynb @@ -0,0 +1,861 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "570e7442-c443-4ae3-a905-348cf67a7ce2", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "save = '/home/561/mv7494/ENSOAnt_figures/'\n", + "\n", + "import xarray as xr\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "from dask.distributed import Client\n", + "from matplotlib import ticker\n", + "import cosima_cookbook as cc\n", + "import cf_xarray as cfxr\n", + "from matplotlib import gridspec\n", + "# import pint_xarray\n", + "from pint import application_registry as ureg\n", + "import cf_xarray.units\n", + "import matplotlib.pyplot as plt\n", + "import logging\n", + "import cmocean as cm\n", + "from wrf import to_np # conversion to arrays required for arrows on maps \n", + "import string # for subplot annotation\n", + "import gsw # Gibbs Sea Water toolbox in python\n", + "import matplotlib.patheffects as PathEffects # to add white border around text in figure\n", + "\n", + "session = cc.database.create_session() # default COSIMA data base\n", + "client = Client(n_workers=16) \n", + "client\n", + "rotblau = [[0.4 , 0. , 0.12], [0.47, 0.02, 0.13], [0.62, 0.07, 0.16], [0.66, 0.16, 0.2],\n", + " [0.8 , 0.3 , 0.27], [0.87, 0.44, 0.35], [0.93, 0.58, 0.45], [0.96, 0.7 , 0.58], \n", + " [0.98, 0.8 , 0.71], [0.98, 0.94, 0.92], [0.93, 0.95, 0.96], [0.85, 0.91, 0.95],\n", + " [0.76, 0.87, 0.93], [0.64, 0.8 , 0.89], [0.49, 0.72, 0.84], [0.34, 0.62, 0.79], \n", + " [0.23, 0.53, 0.74], [0.16, 0.44, 0.7] , [0.1 ,0.35, 0.6], [0.05, 0.24, 0.45], [0.02, 0.19, 0.38]]" + ] + }, + { + "cell_type": "markdown", + "id": "61e5aac1-a193-4b59-acc4-47b647de33d1", + "metadata": {}, + "source": [ + "### Getting the 1000 m isobath shelf mask" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "4706f63b-065f-46ba-9b4b-52fe9f741067", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CPU times: user 3.08 s, sys: 1.38 s, total: 4.46 s\n", + "Wall time: 9.5 s\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "%%time\n", + "# first get the shelf mask\n", + "base_spin = '/g/data/ik11/outputs/access-om2-01/01deg_jra55v13_ryf9091/output979'\n", + "field = xr.open_mfdataset(base_spin + '/ocean/ocean_grid.nc').ht\n", + "above1000 = field.where(field >= 1000,1) # set all values smaller than 1000 to 1\n", + "above1000_tcells = above1000.where(above1000 < 1000, drop=True) # remove all values bigger than 1000\n", + "\n", + "# now also for velocity cells\n", + "field = xr.open_mfdataset(base_spin + '/ocean/ocean_grid.nc').hu; above1000 = field.where(field >= 1000,1); above1000_ucells = above1000.where(above1000 < 1000, drop=False) \n", + "above1000_tcells.plot()\n", + "# Wall time: 40.7 s" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "4e5f9f51-dec7-4724-929a-9c4ae3b3d84a", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CPU times: user 1.37 s, sys: 196 ms, total: 1.57 s\n", + "Wall time: 4.67 s\n" + ] + }, + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'Overturning streamfunction in the control simulation')" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "%%time\n", + "base = '/g/data/e14/mv7494/access-om2/archive/'\n", + "psi = xr.open_mfdataset(base+'1deg_jra55_rdf_branch2000_Control_PI_Offset/output*/ocean/ocean.nc').ty_trans_rho.sum('grid_xt_ocean').sel(time = slice('1972-01','2017-12')) \n", + "psiGM = xr.open_mfdataset(base+'1deg_jra55_rdf_branch2000_Control_PI_Offset/output*/ocean/ocean.nc').ty_trans_rho_gm.sum('grid_xt_ocean').sel(time = slice('1972-01','2017-12')) \n", + "\n", + "# convert from kg m**-1 to Sv\n", + "rho = 1025 # mean density of sea-water in kg/m^3\n", + "psi = psi / (1e6*rho) # converts kg/s to Sv\n", + "psiGM = psiGM / (1e6*rho)\n", + "\n", + "\n", + "# Now, cumulatively sum the transport in the vertical. Note that in MOM5 the ty_trans_rho_GM variable is \n", + "# computed differently and does not require summing in the vertical. Once the calculation has been laid out, \n", + "# we then load the variable to force the computation to occur.\n", + "psi_avg = psi.cumsum('potrho').mean('time') - psi.sum('potrho').mean('time')\n", + "psi_avg = psi_avg + psiGM.mean('time')\n", + "psi_avg.load()\n", + "\n", + "\n", + "# ---------------------------------------------------------------------------------------------------------- #\n", + "# Plotting routine\n", + "# ---------------------------------------------------------------------------------------------------------- #\n", + "\n", + "fig,ax1 = plt.subplots(1,1,figsize=(10, 5))\n", + "ticks = np.linspace(-25,25,21)\n", + "yticks = np.array([1030, 1033, 1034, 1035, 1036,1036.5, 1037])\n", + "plot_range = [-80, 80]\n", + "\n", + "scfac = 4 ## A power to set the stretching\n", + "p1=ax1.contourf(psi_avg.grid_yu_ocean,(psi_avg.potrho-1028)**scfac, psi_avg, cmap='RdBu_r', levels=ticks, extend='both')\n", + "\n", + "# add colour bar\n", + "#cax = fig.add_axes([0.075, -.01, 0.25, 0.015]) # position: [x0, y0, width, height]\n", + "cb=plt.colorbar(p1,orientation='vertical', shrink = 0.7)\n", + "cb.set_label(label='(Sv)', size=16)\n", + "cb.ax.tick_params(labelsize=16); tick_locator = ticker.MaxNLocator(nbins=5)\n", + "cb.locator = tick_locator;cb.update_ticks() \n", + "\n", + "p11a = ax1.contour(psi_avg.grid_yu_ocean,(psi_avg.potrho-1028)**scfac, psi_avg, levels=ticks, colors='k', linewidths=0.25)\n", + "p11 = ax1.contour(psi_avg.grid_yu_ocean,(psi_avg.potrho-1028)**scfac, psi_avg, levels=[0.0,], colors='k', linewidths=0.5)\n", + "cb.add_lines(p11a) # add contours to colour bar\n", + "#cb.add_lines(p11) \n", + "\n", + "ax1.set_yticks((yticks-1028)**scfac)\n", + "ax1.set_yticklabels(yticks)\n", + "ax1.set_ylim([0.5**scfac, 9.2**scfac])\n", + "\n", + "# ticklabel size\n", + "plt.xticks(fontsize=16); plt.yticks(fontsize=16)\n", + "ax1.yaxis.offsetText.set_fontsize(16); ax1.yaxis.major.formatter._useMathText = True # use scientific notation\n", + "ax1.xaxis.offsetText.set_fontsize(16) # change font size of exponent\n", + "\n", + "ax1.invert_yaxis()\n", + "ax1.set_ylabel('Potential Density (kg m$^{-3}$)', fontsize=16);\n", + "\n", + "\n", + "ax1.set_xticks([-80,-60,-30,0,30,60,80])\n", + "ax1.set_xticklabels(['80°S','60°S','30°S','0°','30°N','60°N','80°N'], minor=False)\n", + "\n", + "# shade tapering zones at 30°S-25°S and 25°N-30°N \n", + "# ax1.axvspan(-33.5-3.96,-33.5, color=rotblau[3], alpha=.5); #ax1.axvspan(40,45, color='grey', alpha=.25)\n", + "ax1.axvspan(-42.5-3.96,-42.5, color='grey', alpha=.25); #ax1.axvspan(40,45, color='grey', alpha=.25)\n", + "\n", + "ax1.set_title('Overturning streamfunction in the control simulation', fontsize=16)\n", + "# Wall time: 3.8 s" + ] + }, + { + "cell_type": "markdown", + "id": "42afa9d6-85a6-4cf5-bf00-66850aba4afa", + "metadata": {}, + "source": [ + "### Load in EN and LN temperature and velocity anomalies" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "5ae1ab2e-7603-41df-abfd-1d2fa6cd9aad", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "01deg_jra55_ryf_ENFull\n", + "01deg_jra55_ryf_LNFull\n", + "----------------------------------\n", + "CPU times: user 10.2 s, sys: 1.13 s, total: 11.4 s\n", + "Wall time: 13.8 s\n" + ] + } + ], + "source": [ + "%%time\n", + "base = ['/g/data/e14/mv7494/access-om2/archive/', '/g/data/e14/mv7494/access-om2/archive/', '/g/data/e14/mv7494/access-om2/archive/']\n", + "exp = ['01deg_jra55_ryf_Control','01deg_jra55_ryf_ENFull', '01deg_jra55_ryf_LNFull']\n", + "file = ['ocean_month.nc', 'ocean_month.nc', 'ocean_month.nc']\n", + "region = ['Amundsen Sea', 'Bellingshausen Sea']\n", + "# ---------------------------------------------------------------------------------- #\n", + "depth = [ 0, 57] # 97 m to 2488 m #\n", + "sel_lat = [ 0, 500] # 81.1°S - 59.5°S #\n", + "sel_lon = [1299, 2200] # [1299, 2200] = 150°W - 60°W #\n", + "# ---------------------------------------------------------------------------------- #\n", + "for e in [1,2]: # loop through the two simulations ENFull and LNFull\n", + " print(exp[e])\n", + " if e == 1: last_output = 985; nr_outputs = 10 # for ENFull, I only have output976-output980\n", + " if e == 2: last_output = 989; nr_outputs = 14\n", + "\n", + " a = [i for i in range(last_output+1-nr_outputs,last_output+1)] # create integer list\n", + " s = list(range(0,nr_outputs))\n", + " c = []; d = []; t = []; u = []; q = [] # empty list which I fill up; c for control, d for perturbation simulation\n", + " for i in s: # loop through the number of files I would like\n", + " # fill in empty list with integers trailing two zeros (000, 001, 002, ...)\n", + " c.append(i); c[i] = base[0] + exp[0]+'/output'+str(a[i]).zfill(3) + '/ocean/' + file[0] # string with all file locations\n", + " d.append(i); d[i] = base[e] + exp[e]+'/output'+str(a[i]).zfill(3) + '/ocean/' + file[e] \n", + "\n", + " t.append(i); t[i] = base[0] + exp[0]+'/output'+str(a[i]).zfill(3) + '/ocean/ocean_month.nc'\n", + " u.append(i); u[i] = base[e] + exp[e]+'/output'+str(a[i]).zfill(3) + '/ocean/ocean_month.nc'\n", + "\n", + " q.append(i); q[i] = base[0] + exp[0]+'/output'+str(a[i]).zfill(3) + '/ocean/' + file[1] \n", + " average_DT = xr.open_mfdataset(q, decode_times = True).average_DT.mean('time').values.astype('int') / 1e9 # average time in seconds per month (the output is saved in ns, that's why /1e9) \n", + "\n", + " temp_clim = xr.open_mfdataset(c,combine='by_coords',chunks = {'yt_ocean': '200MB', 'xt_ocean': '200MB'},decode_times = True).temp[:, depth[0]:depth[1], sel_lat[0]:sel_lat[1], sel_lon[0]:sel_lon[1]]\n", + " temp = xr.open_mfdataset(d,combine='by_coords',chunks = {'yt_ocean': '200MB', 'xt_ocean': '200MB'},decode_times = True).temp[:, depth[0]:depth[1], sel_lat[0]:sel_lat[1], sel_lon[0]:sel_lon[1]]\n", + "\n", + " u_clim = xr.open_mfdataset(c,combine='by_coords',chunks = {'yt_ocean': '200MB', 'xt_ocean': '200MB'},decode_times = True).u[:, depth[0]:depth[1], sel_lat[0]:sel_lat[1], sel_lon[0]:sel_lon[1]]\n", + " u = xr.open_mfdataset(d,combine='by_coords',chunks = {'yt_ocean': '200MB', 'xt_ocean': '200MB'},decode_times = True).u[:, depth[0]:depth[1], sel_lat[0]:sel_lat[1], sel_lon[0]:sel_lon[1]]\n", + "\n", + " if e == 1: \n", + " temp_EN_anom_full_depth = (temp - temp_clim)\n", + " u_EN_anom_full_depth = (u - u_clim)\n", + " u_EN_full_depth = u\n", + " if e == 2: \n", + " temp_LN_anom_full_depth = (temp - temp_clim)\n", + " u_LN_anom_full_depth = (u - u_clim)\n", + " u_LN_full_depth = u\n", + "print('----------------------------------')\n", + "# Wall time: 17.9 s" + ] + }, + { + "cell_type": "markdown", + "id": "5e9e7e57-0518-44b6-bc3d-9ab68dfddd81", + "metadata": {}, + "source": [ + "### Load in RYF files" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "eda7522c-317f-4733-a949-ea479d128a73", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CPU times: user 57.9 s, sys: 6.91 s, total: 1min 4s\n", + "Wall time: 2min 24s\n" + ] + } + ], + "source": [ + "%%time\n", + "time_st = [407, 828] # select 1984-2019, same as Silvano et al. (2022), GRL\n", + "temp_clim = cc.querying.getvar(expt='01deg_jra55v13_ryf9091', variable='temp', session=session, frequency='1 monthly',\n", + " attrs={'cell_methods': 'time: mean'},\n", + " chunks = {'yt_ocean': '200MB', 'xt_ocean': '200MB'})[time_st[0]:time_st[1], depth[0]:depth[1], sel_lat[0]:sel_lat[1], sel_lon[0]:sel_lon[1]].mean('time')\n", + "salt_clim = cc.querying.getvar(expt='01deg_jra55v13_ryf9091', variable='salt', session=session, frequency='1 monthly',\n", + " attrs={'cell_methods': 'time: mean'},\n", + " chunks = {'yt_ocean': '200MB', 'xt_ocean': '200MB'})[time_st[0]:time_st[1], depth[0]:depth[1], sel_lat[0]:sel_lat[1], sel_lon[0]:sel_lon[1]].mean('time')\n", + "u_clim = cc.querying.getvar(expt='01deg_jra55v13_ryf9091', variable='u', session=session, frequency='1 monthly',\n", + " attrs={'cell_methods': 'time: mean'},\n", + " chunks = {'yu_ocean': '200MB', 'xu_ocean': '200MB'})[time_st[0]:time_st[1], depth[0]:depth[1], sel_lat[0]:sel_lat[1], sel_lon[0]:sel_lon[1]].mean('time')\n", + "v_clim = cc.querying.getvar(expt='01deg_jra55v13_ryf9091', variable='v', session=session, frequency='1 monthly',\n", + " attrs={'cell_methods': 'time: mean'},\n", + " chunks = {'yu_ocean': '200MB', 'xu_ocean': '200MB'})[time_st[0]:time_st[1], depth[0]:depth[1], sel_lat[0]:sel_lat[1], sel_lon[0]:sel_lon[1]].mean('time')\n", + "dzt = cc.querying.getvar(expt='01deg_jra55v13_ryf9091', variable='dzt', session=session, frequency='1 monthly',\n", + " attrs={'cell_methods': 'time: mean'},\n", + " chunks = {'yt_ocean': '200MB', 'xt_ocean': '200MB'})[time_st[0]:time_st[1], depth[0]:depth[1], sel_lat[0]:sel_lat[1], sel_lon[0]:sel_lon[1]].mean('time')\n", + "\n", + "AS_map = (temp_clim[38,120:262,250:491] - 273.15).load() # 468 m depth\n", + "u_map = (u_clim[38,120:262,250:491]).load() # 468 m depth\n", + "v_map = (v_clim[38,120:262,250:491]).load() # 468 m depth\n", + "AS_depth_temp = (temp_clim[:,220:237,341] - 273.15).load()\n", + "AS_depth_dzt = (dzt[:,220:237,341]).load()\n", + "AS_depth_salt = (salt_clim[:,220:237,341]).load()\n", + "AS_depth_zonal = (u_clim[:,220:237,341]).load()\n", + "\n", + "pres = gsw.p_from_z(-AS_depth_dzt, AS_depth_dzt.yt_ocean) # pressure in units of [dbar]\n", + "density = gsw.density.rho_t_exact(AS_depth_salt, AS_depth_temp, pres) - 1000 # density deviations from 1000 kg/m3\n", + "\n", + "# Wall time: 3min 57s" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "2f500dfa-66c3-41f1-8524-1a07c03ad3c8", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "AS_depth_zonal.plot(yincrease=False)" + ] + }, + { + "cell_type": "markdown", + "id": "97844dfc-5031-4c86-a2b6-9ad01b297f3f", + "metadata": { + "tags": [] + }, + "source": [ + "### Import the Gibbs Seawater Toolbox to calculate the density surfaces\n", + "- gsw.p_from_z(z, lat)\n", + "- gsi.density.rho(SA, CT, p)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "7727bdf1-295e-49dd-a074-e64bfe13b494", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CPU times: user 8.43 s, sys: 1.58 s, total: 10 s\n", + "Wall time: 22 s\n" + ] + }, + { + "data": { + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "%%time\n", + "plt.figure(figsize=(20,8))\n", + "fig = plt.figure(figsize=(14, 11),tight_layout=True,facecolor='w',edgecolor='k')\n", + "gs = gridspec.GridSpec(2,2, height_ratios = [1,.5]) \n", + "\n", + "time_EN = np.linspace(1, len(u_EN_anom_full_depth), len(u_EN_anom_full_depth))\n", + "time_LN = np.linspace(1, len(u_LN_anom_full_depth), len(u_LN_anom_full_depth))\n", + "\n", + "ax1 = plt.subplot(gs[0,0]); ax1.set_facecolor([.83, .83, .83])\n", + "# -------------------------------------------------------------------------------------------- #\n", + "p1 = AS_map.plot.pcolormesh(add_colorbar=False, levels=np.linspace(-2,2,50), cmap='RdBu_r')\n", + "p11 = AS_map.plot.contour(levels = [0], linewidths=.1, cmap='k')\n", + "p111 = field.plot.contour(levels = [500, 2000], linewidths=2, cmap='k') # 1000 m isobath\n", + "ax1.clabel(p111, [500, 2000], inline=True, fontsize=16)\n", + "\n", + "plt.title('Clim. temperatures and velocities at 450 m depth', fontsize=16)\n", + "txt = plt.plot([-116,-116], [-71.8, -71.1], color = 'white', linewidth=3)\n", + "plt.ylabel('Latitude (°N)',fontsize=16); plt.xlabel('Longitude (°E)',fontsize=16)\n", + "plt.xticks(fontsize=16); plt.yticks(fontsize=16)\n", + "\n", + "\n", + "# adding velocity arrows\n", + "X = u_map.xu_ocean; Y = u_map.yu_ocean\n", + "U = u_map; V = v_map\n", + "# widths = np.linspace(-.0001, .0001, X.size)\n", + "# Add the wind stress arrows, only plotting every 30th data point.\n", + "Q = plt.quiver(to_np(X[::7]), to_np(Y[::7]), to_np(U[::7, ::7]), to_np(V[::7, ::7]), \n", + " scale=.4, minshaft = 2, scale_units='height', width=.005, linewidths=.3, edgecolor=('w')) \n", + " # minshaft = select minimum sized arrow (i.e., only those larger than 2)\n", + "# reference key on the map\n", + " # x0, y0, scale\n", + "qk = plt.quiverkey(Q, .25, .1, 0.05, r'0.05 m s$^{-1}$', labelpos='E', fontproperties={'size':16}) \n", + "\n", + "ax1.text(-.05, 1.06, string.ascii_lowercase[0], transform=ax1.transAxes, size=16, weight='bold') # bold letter a at the top\n", + "\n", + "# -------------------------------------------------------------------------------------------- #\n", + "ax1 = plt.subplot(gs[0,1])\n", + "\n", + "ax1.set_facecolor([.83, .83, .83])\n", + "p1 = AS_depth_temp.plot.pcolormesh(add_colorbar=False, levels=np.linspace(-2,2,50), cmap='RdBu_r')\n", + "p11 = AS_depth_zonal.plot.contour(levels=[-.006, -.004, -.002, 0, .02, .03, .04], linewidths=2, cmap='k')\n", + "p111 = density.plot.contour(levels=[28.05, 27.95], linewidths=2, cmap='white')\n", + "\n", + "ax1.clabel(p11, [-.006, -.004, -.002, 0, .02, .03, .04], inline=True, fontsize=10) # contour labels\n", + "ax1.clabel(p111, [28.05, 27.95], inline=True, colors='white', fontsize=10)\n", + "\n", + "plt.gca().invert_yaxis()\n", + "txt = plt.plot([-71.5,-71.5], [0, 500], color = 'green', linewidth=3); txt = plt.plot([-90,-71.5], [500, 500], color = 'green', linewidth=3)\n", + "\n", + "cb = plt.colorbar(p1, shrink=.55, orientation='vertical'); \n", + "cb.set_label(label='(°C)', size=16)\n", + "cb.ax.tick_params(labelsize=16); tick_locator = ticker.MaxNLocator(nbins=4)\n", + "cb.locator = tick_locator;cb.update_ticks() \n", + "\n", + "plt.title('Climatological shelf break section', fontsize=16)\n", + "plt.ylabel('Depth (dbar)',fontsize=16); plt.xlabel('Latitude (°N)',fontsize=16)\n", + "plt.xticks(fontsize=16); plt.yticks(fontsize=16)\n", + "ax1.text(-.05, 1.06, string.ascii_lowercase[1], transform=ax1.transAxes, size=16, weight='bold') # bold letter a at the top\n", + "\n", + "# -------------------------------------------------------------------------------------------- #\n", + "title_str = ['El Niño', 'La Niña']\n", + "for f in range(2):\n", + " if f == 0:\n", + " ax1 = plt.subplot(gs[1,0]);\n", + " time = time_EN; data = u_EN_anom_full_depth[:,0:40,220:228,341].mean(['st_ocean', 'yu_ocean']) * 1e3 # to make a prettier y-axis, write this in ylabel\n", + " x_limiten = [1, 30]\n", + " if f == 1:\n", + " ax1 = plt.subplot(gs[1,1]);\n", + " time = time_LN; data = u_LN_anom_full_depth[:,0:40,220:228,341].mean(['st_ocean', 'yu_ocean']) * 1e3\n", + " x_limiten = [17, 42]\n", + " \n", + " plt.plot(time, data) # upper 500 m, south of 71.5°S\n", + " plt.title('\\n Zonal velocity anomalies during '+title_str[f]+' simulation \\n (above 500 m, 116°W, 71.5°S-71.8°S)', fontsize=16)\n", + " # plt.axhline(0, linewidth=.5, c='grey')\n", + " plt.ylabel('(10$^{-3}$ m s$^{-1}$)', fontsize=16)\n", + " plt.xlim(x_limiten); plt.ylim([-3.2,6])\n", + " plt.axhline(0, lw=.5, c='grey')\n", + " ax1.text(-.05, 1.06, string.ascii_lowercase[f+2], transform=ax1.transAxes, size=16, weight='bold') # bold letter a at the top\n", + " plt.xticks(fontsize=16); plt.yticks(fontsize=16);\n", + " plt.xlabel('Month of simulation', fontsize=16)\n", + " if f == 1: ax1.set_yticklabels([]); plt.ylabel(None)\n", + "# -------------------------------------------------------------------------------------------- #\n", + "\n", + " if f == 0:\n", + " plt.axvline(12, c='grey', linewidth=1); plt.axvline(24, c='grey', linewidth=1)\n", + " ax1.text(12, -2, 'Peak of El Niño', fontsize=10, ha='center', rotation=0, c='k', bbox=dict(boxstyle=\"round\", ec='w',fc='w')\n", + " ).set_path_effects([PathEffects.withStroke(linewidth=3, foreground='w')])\n", + " ax1.text(24, 5, 'End of El Niño', fontsize=10, ha='center', rotation=0, c='k', bbox=dict(boxstyle=\"round\", ec='w',fc='w')\n", + " ).set_path_effects([PathEffects.withStroke(linewidth=3, foreground='w')])\n", + " ax1.text(24.4, -2, 'clim. forcing', fontsize=10, ha='left').set_path_effects([PathEffects.withStroke(linewidth=4, foreground='w')])\n", + " ax1.axvspan(24, 30, color=[.83, .83, .83], alpha=.2) # shade period where I applied climatological, RYF, forcing\n", + " if f == 1:\n", + " plt.axvline(24, c='grey', linewidth=1); plt.axvline(36, c='grey', linewidth=1)\n", + " ax1.text(24, 5, 'Peak of La Niña', fontsize=10, ha='center', rotation=0, c='k', bbox=dict(boxstyle=\"round\", ec='w',fc='w')\n", + " ).set_path_effects([PathEffects.withStroke(linewidth=3, foreground='w')])\n", + " ax1.text(36, 5, 'End of La Niña', fontsize=10, ha='center', rotation=0, c='k', bbox=dict(boxstyle=\"round\", ec='w',fc='w')\n", + " ).set_path_effects([PathEffects.withStroke(linewidth=3, foreground='w')])\n", + " ax1.text(36.4, 4, 'clim. forcing', fontsize=10, ha='left').set_path_effects([PathEffects.withStroke(linewidth=4, foreground='w')])\n", + " ax1.axvspan(36, 42, color=[.83, .83, .83], alpha=.2) # shade period where I applied climatological, RYF, forcing\n", + "\n", + " # ax1 = plt.subplot(gs[1,1]); ax1.text(-.05, 1.06, string.ascii_lowercase[3], transform=ax1.transAxes, size=16, weight='bold') # bold letter a at the top\n", + "# plt.plot(time_LN, u_LN_full_depth[:,0:40,220:228,341].max(['st_ocean', 'yu_ocean'])) # upper 500 m, south of 71.5°S\n", + "# plt.title('Maximum zonal velocity during La Niña \\n (upper 500 m, south of 71.5°S)', fontsize=16)\n", + "# # plt.axhline(0, linewidth=.5, c='grey')\n", + "# \n", + "# plt.xlim([17, 42]); plt.ylim([0,.06])\n", + "\n", + "\n", + "# --- saving as 300 dpi .PNG image in specified folder ------------------------------------------------------ #\n", + "plt.savefig(save + 'checking_Amundsen_Sea_Undercurrent_for_reviews', dpi=300, facecolor='w', #\n", + " edgecolor='w', orientation='landscape', papertype=None, #\n", + " format=None, transparent=False, bbox_inches='tight', #\n", + " pad_inches=0.1, metadata=None) #\n", + "# --- end of script ----------------------------------------------------------------------------------------- # \n", + "# Wall time: 8.22" + ] + }, + { + "cell_type": "markdown", + "id": "dce5d9a9-3e1d-48be-8fb7-26d1b3e5bac0", + "metadata": {}, + "source": [ + "### more panels to check strength of the slope/undercurrent" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "e87946d8-5854-4720-ad78-cd065f4a2aaf", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CPU times: user 13.9 s, sys: 2.56 s, total: 16.4 s\n", + "Wall time: 1min 2s\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "%%time \n", + "plt.figure(figsize=(20,5))\n", + "plt.subplot(1,5,1); (u_clim[:,200:240,300]).plot(yincrease=False, levels=np.linspace(-.06,.06,21)) # 120°W\n", + "plt.subplot(1,5,2); (u_clim[:,200:240,320]).plot(yincrease=False, levels=np.linspace(-.06,.06,21)) # 118°W\n", + "plt.subplot(1,5,3); (u_clim[:,200:240,340]).plot(yincrease=False, levels=np.linspace(-.06,.06,21)) # 116°W\n", + "plt.subplot(1,5,4); (u_clim[:,200:240,360]).plot(yincrease=False, levels=np.linspace(-.06,.06,21)) # 114°W\n", + "plt.subplot(1,5,5); (u_clim[:,200:240,380]).plot(yincrease=False, levels=np.linspace(-.06,.06,21)) # 112°W\n", + "# --- saving as 300 dpi .PNG image in specified folder ------------------------------------------------------ #\n", + "plt.savefig(save + 'zonal_velocities_across_the_shelf', dpi=300, facecolor='w', #\n", + " edgecolor='w', orientation='landscape', papertype=None, #\n", + " format=None, transparent=False, bbox_inches='tight', #\n", + " pad_inches=0.1, metadata=None) #\n", + "# --- end of script ----------------------------------------------------------------------------------------- # \n", + "# Wall time: 1min 5s" + ] + }, + { + "cell_type": "markdown", + "id": "0a0c5c21-f7ff-44d6-908a-d7d62b78f295", + "metadata": {}, + "source": [ + "### Load in the data for fancy plotting" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "3547a51b-0c4b-4ebe-980e-ecaf77ff58cc", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CPU times: user 2 s, sys: 514 ms, total: 2.52 s\n", + "Wall time: 16.7 s\n" + ] + } + ], + "source": [ + "%%time\n", + "experiment = 'EN' # 'LN' # 'Control'\n", + "u_clim1 = u_EN_anom_full_depth[11,:,200:240,300].load()#; u_clim[:,200:240,300].load()\n", + "u_clim2 = u_EN_anom_full_depth[11,:,200:240,320].load()#;u_clim[:,200:240,320].load()\n", + "u_clim3 = u_EN_anom_full_depth[11,:,200:240,340].load()#;u_clim[:,200:240,340].load()\n", + "u_clim4 = u_EN_anom_full_depth[11,:,200:240,360].load()#;u_clim[:,200:240,360].load()\n", + "u_clim5 = u_EN_anom_full_depth[11,:,200:240,380].load()#;u_clim[:,200:240,380].load()\n", + "# Wall time: 1min 2s" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "15e84ac9-a594-4bd5-a490-83feb36274e7", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CPU times: user 1.31 s, sys: 123 ms, total: 1.44 s\n", + "Wall time: 1.27 s\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "%%time \n", + "ticks = np.linspace(-.06,.06,21) # extent of colour bar\n", + "suffix = ['120°E', '118°E', '116°E', '114°E', '112°E']\n", + "plt.figure(figsize=(20,5))\n", + "for f in range(5):\n", + " if f == 0: data = u_clim1\n", + " if f == 1: data = u_clim2\n", + " if f == 2: data = u_clim3\n", + " if f == 3: data = u_clim4\n", + " if f == 4: data = u_clim5\n", + " \n", + " ax1 = plt.subplot(1,5,f+1) \n", + " ax1.set_facecolor([.83, .83, .83])\n", + " # [1023, 1024, 1025, 1027, 1027.5, 1027.6, 1027.7, 1027.77, 1027.88, 1028]\n", + " # ----------------------------------------------------------------------------------------------------------------------------------------- #\n", + " p1 = plt.contourf(u_clim1.yu_ocean, u_clim1.st_ocean, data, cmap = 'RdBu_r', levels=ticks, extend='both', colorbar=True)\n", + " # p11 = plt.contour(u_clim1.yu_ocean, u_clim1.st_ocean, data, colors = 'grey', levels=[0], linewidth=.1)\n", + " \n", + "\n", + " ax1.text(-.04, 1.07 ,string.ascii_lowercase[f], transform=ax1.transAxes, size=16, weight='bold') # bold letter a at the top\n", + " plt.gca().invert_yaxis() # invert x axis\n", + " plt.ylabel('Depth (m)', fontsize=16); plt.xlabel('Latitude (°N)', fontsize=16);\n", + " plt.title(suffix[f], fontsize=16)\n", + " plt.xticks(fontsize=16); plt.yticks(fontsize=16)\n", + " plt.ylim([1000,0])\n", + " if f == 4: \n", + " cb = plt.colorbar()\n", + " cb_txt = cb.set_label(label='(m s$^{-1}$)', size=16); cb.ax.tick_params(labelsize=16); tick_locator = ticker.MaxNLocator(nbins=4)\n", + " if f >=1: ax1.set_yticklabels([]); plt.ylabel(None) # suppress superfluous labels\n", + "# --- saving as 300 dpi .PNG image in specified folder ------------------------------------------------------ #\n", + "plt.savefig(save + 'zonal_velocities_across_the_shelf_fancy_'+experiment, dpi=300, facecolor='w', #\n", + " edgecolor='w', orientation='landscape', papertype=None, #\n", + " format=None, transparent=False, bbox_inches='tight', #\n", + " pad_inches=0.1, metadata=None) #\n", + "# --- end of script ----------------------------------------------------------------------------------------- # \n", + "# Wall time: 1min 5s" + ] + }, + { + "cell_type": "markdown", + "id": "e1204e24-0b1f-4d47-9c2e-cc05b429157e", + "metadata": {}, + "source": [ + "I think the above is all consistent with what you've said, except:\n", + "\"Because we have less Ekman transport at the surface and a stronger undercurrent at depth, we have a baroclinic response overall?\" -> I don't think so. You'd need to plot the vertical structure of the velocity anomalies to see if the response is baroclinic or not, and you haven't done this.\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "id": "e821750a-6cd4-4289-918d-b401e422a088", + "metadata": {}, + "source": [ + "### Plotting the vertical structure of the velocity anomalies " + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "a508e93e-b52c-4e65-938d-b4e9f7a3ff45", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CPU times: user 3.87 s, sys: 700 ms, total: 4.57 s\n", + "Wall time: 20 s\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "%%time\n", + "rotblau_r = [\n", + "\n", + " [0.93, 0.58, 0.45],\n", + " [0.47, 0.02, 0.13],\n", + " [ 0, 0, 0],\n", + " [0.64, 0.8 , 0.89],\n", + " [ 0.1, 0.35, 0.6]]\n", + "\n", + "suffix = ['120°E', '118°E', '116°E', '114°E', '112°E']\n", + "event = ['El Niño']\n", + "monate = [10,15]\n", + "cmap = rotblau_r#; plt.get_cmap('jet')\n", + "plt.figure(figsize=(27,7))\n", + "\n", + "# ----------------------------------------------------------------------------------------------------------------------- #\n", + "for f in range(5):\n", + " if f == 0: data = (u_EN_anom_full_depth)[monate[0]:monate[1],:,200:215,300].mean('yu_ocean').load() # [monate[0]:monate[1],:,200:240,300]\n", + " if f == 1: data = (u_EN_anom_full_depth)[monate[0]:monate[1],:,215:225,320].mean('yu_ocean').load()\n", + " if f == 2: data = (u_EN_anom_full_depth)[monate[0]:monate[1],:,220:230,340].mean('yu_ocean').load()\n", + " if f == 3: data = (u_EN_anom_full_depth)[monate[0]:monate[1],:,225:235,360].mean('yu_ocean').load()\n", + " if f == 4: data = (u_EN_anom_full_depth)[monate[0]:monate[1],:,230:235,380].mean('yu_ocean').load()\n", + "\n", + " ax1 = plt.subplot(1,5,f+1)\n", + " for s in range(len(data.time)):\n", + " # color = cmap(float(s)/(monate[1]-monate[0]))\n", + " lw = 1.5\n", + " if s == len(data.time) / 2 - .5: lw = 3\n", + " plt.plot(data[s,:], data.st_ocean, color = rotblau_r[s], label = 'Month '+ str(monate[0]+s), lw=lw)\n", + " if f == 0: plt.legend(fontsize=12)\n", + "# ----------------------------------------------------------------------------------------------------------------------- #\n", + " plt.axvline(0, c='grey', lw=.5)\n", + " ax1.text(-.04, 1.06 ,string.ascii_lowercase[f], transform=ax1.transAxes, size=16, weight='bold') # bold letter a at the top\n", + " plt.gca().invert_yaxis() # invert x axis\n", + " if f == 0: plt.ylabel('Depth (m)', fontsize=16)\n", + " plt.xlabel('(m s$^{-1}$)', fontsize=16);\n", + " plt.title(suffix[f], fontsize=16)\n", + " plt.xticks(fontsize=16); plt.yticks(fontsize=16)\n", + " plt.ylim([1000,0]) # y-limit\n", + " plt.xlim([-.005, .015]); plt.locator_params(axis='x', nbins=5) # x-limit & number of x ticks\n", + " if f in [1,2,3,4,5]: ax1.set_yticklabels([])\n", + " \n", + "plt.suptitle('Zonal shelf velocity anomalies during ' + event[0], fontsize=16)\n", + "# --- saving as 300 dpi .PNG image in specified folder ------------------------------------------------------- #\n", + "plt.savefig(save + 'zonal_velocity_anomalies_across_the_AS_shelf_with_time_'+event[0], dpi=300, facecolor='w', #\n", + " edgecolor='w', orientation='landscape', papertype=None, #\n", + " format=None, transparent=False, bbox_inches='tight', #\n", + " pad_inches=0.1, metadata=None) #\n", + "# --- end of script ------------------------------------------------------------------------------------------ # \n", + "# Wall time: 20.1 s" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "4e657264-a841-4f7d-b452-873f8b554394", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "(u_EN_anom_full_depth)[monate[0],:,230:235,380].plot(yincrease=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "2ed11593-20d3-4016-b7ec-b2ce47f4da50", + "metadata": {}, + "outputs": [], + "source": [ + "# ----------------------------------------------------------------------------------------------------------------------- #\n", + "# Notes down below #\n", + "# ----------------------------------------------------------------------------------------------------------------------- #" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python [conda env:analysis3-22.04]", + "language": "python", + "name": "conda-env-analysis3-22.04-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": "3.9.13" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +}