{ "cells": [ { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [], "source": [ "import pygrib\n", "import numpy as np\n", "from numpy import fft\n", "import cartopy\n", "import cartopy.crs as ccrs\n", "import cartopy.feature as cfeature\n", "import matplotlib.pyplot as plt\n", "import matplotlib.cm as mcm\n", "import matplotlib.colors as mcolors\n", "import matplotlib.pyplot as plt\n", "import metpy.calc as mpcalc\n", "from metpy.units import units" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "34661.70585051591\n", "9748.6047704576\n" ] } ], "source": [ "#radius of earth\n", "R = 6370\n", "#latitude of \"hurricane\"\n", "lat = 30\n", "#distance around the hemisphere\n", "dist = R * np.cos(30*np.pi/180.)*2*np.pi\n", "print(dist)\n", "#use ecmwf 1280 wavenumbers\n", "k = 1280\n", "\n", "#wavelength of 1280th wave\n", "res = (360/k)* dist\n", "print(res)" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "3600\n", "999.1512827227252\n" ] } ], "source": [ "# discrete resolution is 0.1 deg longitude\n", "li = 0.1\n", "lon = np.arange(0,360,li)\n", "#nlon= number of longitudes\n", "nlon = lon.shape[0]\n", "print(nlon)\n", "#central pressure of hurricane\n", "cp = 940\n", "#pressure everywhere outside hurricane\n", "ep = 1000\n", "#longitude of hurricane\n", "cl = 270.\n", "# hurricane over width of 2*hwid in degrees longitude\n", "hwid = 4\n", "kh = 360/(4*hwid)\n", "\n", "#west and east edges of hurricane\n", "wli = int((cl-hwid)/li)\n", "eli = int((cl+hwid)/li+1)\n", "\n", "#create pressure array\n", "p = np.empty_like(lon)\n", "p = ep+(cp-ep)*np.cos(np.pi*(lon-cl)*kh/180)\n", "p[:wli]=ep\n", "p[eli:]=ep\n", "pmean = np.mean(p)\n", "print(pmean)" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [], "source": [ "#compute amplitudes for each wavenumber \n", "Fk = fft.rfft(p) # Fourier coefficients\n", "#recompute the pressure using all coefficients\n", "po = fft.irfft(Fk)\n", "\n", "\n", "#some other ways to slice and dice\n", "#Fkr = np.real(Fk)\n", "#Fkz[0:nq] = 0\n", "#find the largest 10 amplitudes and their wavenumbers\n", "#F_ind = np.argpartition(np.abs(Fkr), -50)[-50:]\n", "#print(F_ind)\n", "#print(Fkr[F_ind])\n", "#Fkz[F_ind]= Fkr[F_ind]" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [], "source": [ "#pz = np.zeros(nlon)\n", "#pz = fft.irfft(Fkz)\n", "\n", "#fig, (ax1) = plt.subplots(1,1,figsize=(10,16))\n", "#ax1.plot(lon,pz)\n", "#plt.show()" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "#nyquist wavenumber is lon/2\n", "nq = 1800\n", "pt = np.zeros(nlon)\n", "\n", "#low wavenumbers\n", "Fkl=Fk\n", "low = range(15,nq)\n", "Fkl[low] = 0\n", "#pl has waves 0-15\n", "pl = fft.irfft(Fkl)\n", "\n", "#remove low wavenumbers 0-15\n", "p = p-pl\n", "Fk = fft.rfft(p) # Fourier coefficients\n", "med = range(31,nq)\n", "Fkm=Fk\n", "Fkm[med] = 0\n", "#pm has waves 16-31\n", "pm = fft.irfft(Fkm)\n", "\n", "#remove wavenumbers 0-30\n", "p = p - pm\n", "Fk = fft.rfft(p) # Fourier coefficients\n", "hi = range(101,nq)\n", "Fkh=Fk\n", "Fkh[hi] = 0\n", "#ph has waves 31-100\n", "ph = fft.irfft(Fkh)\n", "\n", "#add the contributions back in for waves 0-100\n", "pt = pl+pm+ph\n", "\n", "fig, (ax1,ax2,ax3,ax4,ax5) = plt.subplots(5,1,figsize=(10,16))\n", "#top is the entire pressure signal\n", "ax1.plot(lon,po)\n", "#waves 0-15\n", "ax2.plot(lon,pl)\n", "#waves 16-30\n", "ax3.plot(lon,pm)\n", "#waves 31-100\n", "ax4.plot(lon,ph)\n", "# waves 0-100\n", "ax5.plot(lon,pt)\n", "plt.show()\n", " " ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "#look at only 260-280\n", "fig, (ax1,ax2,ax3,ax4,ax5) = plt.subplots(5,1,figsize=(10,16))\n", "ax1.set_xlim(260,280)\n", "ax1.plot(lon,po)\n", "ax2.set_xlim(260,280)\n", "ax2.plot(lon,pl)\n", "ax3.set_xlim(260,280)\n", "ax3.plot(lon,pm)\n", "ax4.set_xlim(260,280)\n", "ax4.plot(lon,ph)\n", "ax5.set_xlim(260,280)\n", "ax5.plot(lon,pt)\n", "plt.show()\n", " " ] }, { "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": "3.7.7" } }, "nbformat": 4, "nbformat_minor": 2 }