{ "metadata": { "name": "", "signature": "sha256:172150e90467f2071d54c9be1bfec205e814a8f319f78364646e36427a8b8303" }, "nbformat": 3, "nbformat_minor": 0, "worksheets": [ { "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "For results including the Northern Boundary,\n", "plot the Foreman et al (1995) model results against our model results, along a thalweg (the thalweg is defined and plotted by Nancy in computer_thalweg.ipynb)" ] }, { "cell_type": "code", "collapsed": false, "input": [ "# imports\n", "%matplotlib inline\n", "import matplotlib.pylab as plt\n", "import numpy as np\n", "import netCDF4 as NC" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 1 }, { "cell_type": "code", "collapsed": false, "input": [ "#get thalwag co-ordinates (provided by Nancy)\n", "lines = np.loadtxt('../../tools/analysis_tools/thalweg.txt', delimiter=\" \", unpack=False)\n", "lines = lines.astype(int)" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 2 }, { "cell_type": "code", "collapsed": false, "input": [ "#get Foreman data\n", "#data in /ocean/klesouef/meopar/tools/compare_tides\n", "path = '/ocean/klesouef/meopar/tools/compare_tides/'\n", "consts = np.loadtxt(path+'foreman_m2_thalweg.txt')\n", "m2_amp_foreman = consts[:,0]\n", "m2_pha_foreman = consts[:,1]\n", "m2_pha_foreman[m2_pha_foreman>180]=m2_pha_foreman[m2_pha_foreman>180]-360\n", "\n", "consts = np.loadtxt(path+'foreman_k1_thalweg.txt')\n", "k1_amp_foreman = consts[:,0]\n", "k1_pha_foreman = consts[:,1]\n", "k1_pha_foreman[k1_pha_foreman>180]=k1_pha_foreman[k1_pha_foreman>180]-360" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 3 }, { "cell_type": "code", "collapsed": false, "input": [ "#get model data\n", "from salishsea_tools import tidetools\n", "runname = '20dec25dec','26dec31dec', '1jan5jan', '6jan10jan', '11jan20jan', '21jan30jan', \\\n", " '31jan9feb', '10feb19feb','20feb1mar','2mar11mar','12mar21mar','22mar31mar', '1apr10apr', \\\n", " '11apr20apr', '21apr30apr', '1may10may', '11may20may', '21may30may', '31may9jun', \\\n", " '10jun19jun', '20jun29jun', '30jun9jul'\n", "resultsloc = '/ocean/dlatorne/MEOPAR/SalishSea/results/spin-up/'\n", "#resultsloc = '/ocean/sallen/allen/research/Meopar/myResults/SalishSea/'\n", "#runname = 'M2only'\n", "mod_M2_amp, mod_K1_amp, mod_M2_pha, mod_K1_pha = tidetools.get_amp_phase_data(runname,resultsloc)" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 4 }, { "cell_type": "code", "collapsed": false, "input": [ "#rename our model results\n", "m2_amp_model_thalweg = mod_M2_amp[lines[:,0],lines[:,1]]*100\n", "m2_pha_model_thalweg = mod_M2_pha[lines[:,0],lines[:,1]]\n", "\n", "k1_amp_model_thalweg = mod_K1_amp[lines[:,0],lines[:,1]]*100\n", "k1_pha_model_thalweg = mod_K1_pha[lines[:,0],lines[:,1]]" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 5 }, { "cell_type": "code", "collapsed": false, "input": [ "#plot everything\n", "thalnum = range(0,len(m2_amp_model_thalweg))\n", "\n", "#M2\n", "plt.figure(figsize=(12,5))\n", "#the Foreman model doesn't quite cover our domain, so ignore some points\n", "plt.plot(thalnum[60:620],m2_amp_foreman[60:620],'b',label='Foreman')\n", "plt.plot(thalnum,m2_amp_model_thalweg,'m',label='model')\n", "plt.legend(loc=5)\n", "plt.xlabel('thalweg point')\n", "plt.ylabel('m2 amp [cm]')\n", "plt.ylim([30,100])\n", "plt.xlim([0,max(thalnum)])\n", "plt.title('Foreman model and our model: M2 amplitude along thalweg')\n", "\n", "plt.figure(figsize=(12,5))\n", "plt.plot(thalnum[60:620],m2_pha_foreman[60:620],'b',label='Foreman')\n", "plt.plot(thalnum,m2_pha_model_thalweg,'m',label='model')\n", "plt.ylim([-120,50])\n", "plt.legend(loc=4)\n", "plt.xlim([0,max(thalnum)])\n", "plt.xlabel('thalweg point')\n", "plt.ylabel('m2 pha [deg]')\n", "plt.title('Foreman model and our model: M2 phase along thalweg')\n", "\n", "\n", "#K1\n", "plt.figure(figsize=(12,5))\n", "#the Foreman model doesn't quite cover our domain, so ignore some points\n", "plt.plot(thalnum[60:620],k1_amp_foreman[60:620],'b',label='Foreman')\n", "plt.plot(thalnum,k1_amp_model_thalweg,'m',label='model')\n", "plt.legend(loc=4)\n", "plt.xlabel('thalweg point')\n", "plt.ylabel('k1 amp [cm]')\n", "plt.ylim([40,90])\n", "plt.xlim([0,max(thalnum)])\n", "plt.title('Foreman model and our model: K1 amplitude along thalweg')\n", "\n", "plt.figure(figsize=(12,5))\n", "plt.plot(thalnum[60:620],k1_pha_foreman[60:620],'b',label='Foreman')\n", "plt.plot(thalnum,k1_pha_model_thalweg,'m',label='model')\n", "plt.ylim([-120,-50])\n", "plt.legend(loc=4)\n", "plt.xlim([0,max(thalnum)])\n", "plt.xlabel('thalweg point')\n", "plt.ylabel('k1 pha [deg]')\n", "plt.title('Foreman model and our model: K1 phase along thalweg')\n" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "pyout", "prompt_number": 6, "text": [ "" ] }, { "metadata": {}, "output_type": "display_data", "png": 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JJ0ycOBGAMWPGsGjRIhITE9HpdGVu8vL29mbQoEG8+OKLxlbz2NjYMnXdFcnJycHa2hpX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\n7Ye3p8eLPajIqLBL8gzg7O5Mu37tOLLmCN7XnP68bsMwOPz9YaxlVva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cCB06QErKqWDs41O+VTco6FT4FZHKaRxsEZFG7OQPJ9l/134K9hfgFeaFT3cf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\nEamf/vGPqm3/fsjPhxUrwMen5vY5G3M4/sxxwja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ijDgHoRmhhGaGEpYZFriOyInAEX9kDIMm++Z2W39IJSdbrcvS9DQ8nIiIyGHk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\n4Kuv/hOW3dyqvy7lvhS8enoRND6oZgoXERERcSB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QEd0I/vQkImojSi7IIew8J3gCAG5941Z4TfFC6ZVSnJ1yFqYiEzqu7Ai/x/ys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\nw8MDn3zyicnMfX0/heiIkwu2Q6FQdMj5EomIiIh+Cusc42s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"text": [ "" ] } ], "prompt_number": 6 }, { "cell_type": "code", "collapsed": false, "input": [ "plt.figure(figsize=(12,12))\n", "plt.subplot(2,2,1)\n", "plt.plot(thalnum[60:620],m2_amp_model_thalweg[60:620]-m2_amp_foreman[60:620])\n", "plt.title('M2 amp (cm)')\n", "plt.subplot(2,2,2)\n", "plt.plot(thalnum[60:620],m2_pha_model_thalweg[60:620]-m2_pha_foreman[60:620])\n", "plt.title('M2 pha (deg)')\n", "plt.ylim([-10,15])\n", "plt.subplot(2,2,3)\n", "plt.plot(thalnum[60:620],k1_amp_model_thalweg[60:620]-k1_amp_foreman[60:620])\n", "plt.title('K1 amp (cm)')\n", "plt.subplot(2,2,4)\n", "plt.plot(thalnum[60:620],k1_pha_model_thalweg[60:620]-k1_pha_foreman[60:620])\n", "plt.title('K1 pha (deg)')\n" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "pyout", "prompt_number": 7, "text": [ "" ] }, { "metadata": {}, "output_type": "display_data", "png": 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89px/5eMvvgCWLQNOngRSUmTfyZNAQoI89/WV37Qfftj8noMH9Y2fiIjI2d26BaSlAZ07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\nRNQAJsxERERERA1gwkxERERE1ID/A+I3Ky8lwuVxAAAAAElFTkSuQmCC\n", "text": [ "" ] } ], "prompt_number": 7 }, { "cell_type": "code", "collapsed": false, "input": [ "plt.figure(figsize=(12,12))\n", "plt.subplot(2,2,1)\n", "plt.plot(m2_amp_model_thalweg[60:620],m2_amp_foreman[60:620],'o',np.arange(40,100),np.arange(40,100),'-')\n", "plt.title('M2 amp (cm)')\n", "plt.subplot(2,2,2)\n", "plt.plot(m2_pha_model_thalweg[60:620],m2_pha_foreman[60:620],'o',np.arange(-120,60),np.arange(-120,60),'-')\n", "plt.title('M2 pha (deg)')\n", "plt.subplot(2,2,3)\n", "plt.plot(k1_amp_model_thalweg[60:620],k1_amp_foreman[60:620],'o',np.arange(45,90),np.arange(45,90),'-')\n", "plt.title('K1 amp (cm)')\n", "plt.subplot(2,2,4)\n", "plt.plot(k1_pha_model_thalweg[60:620],k1_pha_foreman[60:620],'o',np.arange(-110,-55),np.arange(-110,-55),'-')\n", "plt.title('K1 pha (deg)')" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "pyout", "prompt_number": 8, "text": [ "" ] }, { "metadata": {}, "output_type": "display_data", "png": 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2jdrBqQ2ciIh7cHaSPGzY89hsjUsdLQAGAjOBZ4DbgCYYn042oVmz1qxYMbNG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\nrrvuYunSpRQXF1NcXMwrr7wSiKbbyt8hOSMji6KiMqAH5opxL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