diff --git a/experiments/ZB20-Results/13-Review-NW2-Yankovsky-spectrum.ipynb b/experiments/ZB20-Results/13-Review-NW2-Yankovsky-spectrum.ipynb index f3e78436e5..5641249ef0 100644 --- a/experiments/ZB20-Results/13-Review-NW2-Yankovsky-spectrum.ipynb +++ b/experiments/ZB20-Results/13-Review-NW2-Yankovsky-spectrum.ipynb @@ -633,7 +633,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 11, "metadata": {}, "outputs": [], "source": [ @@ -659,11 +659,11 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 12, "metadata": {}, "outputs": [], "source": [ - "def SKE_spectrum(ds, ds_mean):\n", + "def SKE_spectrum(ds, ds_mean, u_factor=1):\n", " ssu = ds.u.isel(zl=0) - ds_mean.u.isel(zl=0).mean('time')\n", " ssv = ds.v.isel(zl=0) - ds_mean.v.isel(zl=0).mean('time')\n", " \n", @@ -681,18 +681,38 @@ " else:\n", " print('Define dx_mean')\n", " \n", - " return KE_spectrum(ssu,ssv,dx_mean)" + " return KE_spectrum(u_factor*ssu,ssv,dx_mean)" ] }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "from dask.diagnostics import ProgressBar" ] }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[########################################] | 100% Completed | 26.09 s\n", + "[########################################] | 100% Completed | 22.83 ss\n" + ] + } + ], + "source": [ + "with ProgressBar():\n", + " R32_spec = SKE_spectrum(R32,M32)\n", + " R32_spec_v = SKE_spectrum(R32,M32,u_factor=0)" + ] + }, { "cell_type": "code", "execution_count": 7, @@ -1502,6 +1522,66 @@ "R4.isel(time=-1,zl=0).u.plot(vmax=2, vmin=-2)" ] }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(12,8))\n", + "def sel(x):\n", + " y = x.sel(yh=slice(14.5,15.5)).mean('yh')\n", + " y['freq_xh'] = y['freq_xh'] * 1e+3\n", + " return y\n", + "sel(R32_spec).plot(color='k', ls='-', lw=2, label='1/32')\n", + "sel(R32_spec_v).plot(color='tab:blue', ls='-', lw=2, label='1/32, only v velocities')\n", + "\n", + "plt.xscale('log')\n", + "plt.yscale('log')\n", + "plt.ylim([1e-4,1e+4])\n", + "plt.yticks([1e-4, 1e-2, 1e0, 1e+2, 1e+4])\n", + "plt.title('Surface EKE spectrum (15N)', loc='right')\n", + "plt.title('')\n", + "plt.ylabel('$\\mathrm{m}^3\\mathrm{s}^{-2}$')\n", + "plt.xlabel('Wavenumber, $\\mathrm{km}^{-1}$')\n", + "plt.xticks([1e-3, 1e-2, 1e-1, 1e0])\n", + "plt.xlim([1e-3, 2])\n", + "plt.grid()\n", + "\n", + "k = np.array([1e-2,1e0])\n", + "plt.plot(k, 3e-1*k**(-2), label='$k^{-2}$', color='gray', lw=3)\n", + "\n", + "plt.plot([1e-2,1e0], [1e4,1e-2],color=[.3,.3,.3],linewidth=2,label='-3 slope')\n", + "\n", + "Rd1 = 400\n", + "Rd2 = 25\n", + "plt.axvspan(1/Rd1, 1/Rd2, color='tab:blue', alpha=0.1, lw=0)\n", + "plt.text(3.5e-3,5e-4,'Deformation \\n radius \\n $25-400\\mathrm{km}$', fontsize=20, color='tab:blue')\n", + "\n", + "plt.legend(bbox_to_anchor=(1,1))" + ] + }, { "cell_type": "code", "execution_count": null,