{ "cells": [ { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": true }, "outputs": [], "source": [ "import netCDF4 as nc\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import datetime\n", "%matplotlib inline\n", "\n", "from nowcast import analyze, research_VENUS\n", "from salishsea_tools import viz_tools\n", "import os\n", "import scipy.io as sio" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": true }, "outputs": [], "source": [ "grid = nc.Dataset('/data/nsoontie/MEOPAR/NEMO-forcing/grid/bathy_meter_SalishSea2.nc')\n", "bathy = grid.variables['Bathymetry']\n", "mesh = nc.Dataset('/data/nsoontie/MEOPAR/NEMO-forcing/grid/mesh_mask_SalishSea2.nc')" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "collapsed": false }, "outputs": [], "source": [ "path = '/ocean/nsoontie/MEOPAR/TidalEllipseData/CODAR/'\n", "\n", "data = sio.loadmat(os.path.join(path, 'CODAR_region_20141126_20150426_w'))\n", "wstruc = data['wstruc']\n", "lons=wstruc['lons'][0,0]\n", "lats=wstruc['lats'][0,0]\n", "depths=wstruc['deptht'][0,0]" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "collapsed": true }, "outputs": [], "source": [ "def cph2rps(freq):\n", " \"\"\"Convert frequency in cycles per hours to radians per second\"\"\"\n", " return freq*2*np.pi/3600" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "collapsed": true }, "outputs": [], "source": [ "def get_displacement(wstrc, const):\n", " \n", " var = wstruc[const]\n", " freq = cph2rps(var[0,0]['freq'][0,0])\n", "\n", " amp = var[0, 0]['ampl'][0, 0][:]\n", " amp = np.ma.masked_invalid(amp)\n", "\n", " phase = var[0, 0]['phas'][0, 0][:]\n", " phase = np.ma.masked_invalid(phase)\n", " \n", " amp = amp/freq\n", " phase = phase+90\n", " \n", " return amp, phase" ] }, { "cell_type": "code", "execution_count": 72, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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KI9qMsD2P8Sm+wRJ+wjs5jeuJYx2ui66xaepcS5a16Mkb2wwnkrLK2esPi8uO\nWooDhDEnuWehJdDuWGGrs9fDtiIiLzVAvLJlLxo/m9j3cJRkjbS/9givYjV38REeZ4RFXMz1vDQ4\nZy1pP0U/IROLYWgtxt9T1thmuB+mYCB4PmzfdWvop9Rzipb2efJ8GPNmJavOPk+nJX5l+Pcav+c4\nMjcks7n+M95IIlz+s4wj52xlB37Pefwn+7COpbyf/2ER6WESn9fZuwfFPYVWCMV01F1zlPQ90Ilg\nJNMXtRR7RhzENE/gWqETM9Sebjtx15E+1pMV3BXSSwAXkk58H3eN47HErcATvI57WcMn+TXbspjz\n+J+p1StbsWIYJrqPxx9jp+zGTH3p/Tyyliqm74Vh6Tq3g44p9pBkBrponMuTJ5btWov9nJYgTww7\nUb//zOdF+2AFbC3JZ+XLbGIuv+PzXM4LeJBjOY4fsivp9dV5VPUdjSeFQsEMnxf1HOy1hk0QdUxx\noAl//GEC96wff6vjgFnd9FYtyE5bi2XWYd31jwTX3EBjl3ptVH4HYA5vZgV38jHuYwf25BR+mAog\nEQti7AOZ1YaiibUwUnhYLivyT0y8WkcpYlgGlPoSY04NrEXvF7c6p3ToJhKOb3kLIbQcykSj37/2\nZpN11UXsihN3nSeBvZnHb/gin2Q+D3Mob2EVu9DYXc1Lm1o2vht+j3nC6PHfow9JFrbB1x9395Uy\n1FLsMcacGnVrFmNv6nhsKM/xuBnqnG3ulwARdbTDW1LhKpRwzG8OVly24zj+m1W8gxVsz0t5uxNE\nsN/bYhJ3Ht+FzvJnbBf1LOgk+qn1DXsBK+HOvWCP0PVjIY1dsbkkriBxGKxhoYoYZq2Vjn33Rkhm\nbCERxrT/4BiPcyGXsT0TvJy/5y7mk3SxF5EOIDs3uhakvyvPPNLWaJa1WJWw/lDkJ4A5GHNMk9cb\nXtRS7APEDwXf6VxB7vTBQpe4rf+RZY0NxeLQTQuuE3W1Mttcx4TMFtLjfjakmPA03s0t3MYnuJ6F\n7Md7nSCCtQJjSzAUQh9w1kew8d/dHNK5p6tQlC/csxNJcAtfjx0SELm0yfqGF5197hMSYQT2WEky\nvuUtidhaDC2MOJpKL6hjRrid9tc5I207ULvxWy7mKzyFP3Esr+cn/J+gjLcS/fc05trgRXE2NjKO\nzy29LirvBTLODTNB40Rb3goWTyi2cfvsa8NoKerscx8jcgEiF+S+fh0HJjt7xImO9sf6uMXjXeEP\noB+6zu1TBd3sAAAgAElEQVQIWp2+iO1g2zGD33M6N/F9Ps3XeSF/zd+5xFHeioxXv4zRKMo+659P\nWTqCtRi91T9Okk/aE3evs3xZ/fptTxgncpO7XvqawyiI7aCi2GFCMcwSRpHLAbjWHIh5pWBe+WL3\nyiaSAAGeuPvsfzRFLjz9Tl1i2O517Pm7s5Hv8yUO5T725t2cz/48mfqZxIIY+5SuyWjL+mj/0Gjf\nC5nvUk9iu967BWWWkAyn+DKxw3ecjnUOxhyP0hwqih0m76Z8HZdNCWIDC/ayD8+SY0hHcJ5DY3bA\nfrC2mqm/H9qbMMKf+CA3cRMXcxEv4SCO4+eZmfvC1S/xuOAt0f4v3MPjswP6LvOh2LwtuwZl8scF\nk/rDP8c4HcJakvXUSiuoKHaVOYhcjrwgffRQ+TsArrtuHHYGc5AbBllA2jgA8nOEDAqdFMPWrvsi\nNnAbX2A/HmAvTuBCXkrxkETsz7jGPbxQ/cKd70VzC41W/wr38MRC9gj2/fiu8Ep33fA6WRM9aTS4\nbPOoS04XMOb4xCpc+Iap40ebSb4h9is4VD5iyx7j4u097Ar9uS8dBy2YjZ1s6ZWjcxZl3fd+aafl\nqUzyD3yHd3Arp/NKvsyLSKcGiIlXj2xxx2aRjDfG3gHxT2wd6UmaTVhBxV1nAkZc72LySrvd8Ri7\nfXiZ3e7poywBqy6I6gfbxd+JtJWqVEVnn7tELIpH33MZAIvkzVNlzuZ/ATBXWmGUpe5z8QbH2svc\nE9/9imPu9fo/Lk8Uuy2G5WOre/NL/pWvcx/P4gSOZCPblJxfFvMyHGuMxxn9/pjbhl3d4PWRjKjY\nvrqnu+3Dy2DHI2wvAqwoLjoe1pwfnRj2HmYN5dii5n0eAESchbDQdb+eYTdn/8B+b2dzEwDmSjsb\nLRPucznLXWBt2BXKSsAUHm+WuizOfhDGfFEc5Qk+zPW8iTs4mSP4Ooux1mFWQNaQogRjE9F2VrTv\n/9V8Vzh0pwodwIGRo+x20i33HF1st08HHt4EO7p7x4ti2Mtfcz4sOAkeCIMY27aoKDZxXq8FaShF\n8RPuxv4v98Kv3fbnyxtPumzcbpf6GcyvuK1fiRH+KvJ+uPHKjjxH4GaEqyijXRa96jon7fprfsbF\nXMGtLOBkjuBhtgvKVckUGH++cfa/rHL++/GTJ75L68clM0Rx8hZSY4Wji2FiHVOiuuMceHhjco1F\nM2HNymRybkoU0+0dNmFUURwQpiZZ3mY3Zon9zuT1yWdgfgYiy+3OZeOYN4FIKIpZYcGKIm/nOf8W\nCVmdYbt661S+HY/zCa7ltdzNCbyWq9k9KlO2WiTuBkPj5FZ24qhG/Hl+PDHECeOUp8EsrFXpV8R4\nS9O3xwurH5PECuMDN5Jk+FNLsenzei1IwyqKh95jB9G/9aOjk9decjXGHJHsy3KMGQ/21wM3kw6C\nmkWd/opVLcGic3vHwdzPl7ia7/JnnMbhPDq1wiQkq515whgTC1We9RiS5S0wj0Tk4rXTXhRXBq/t\nSnrG2283BWUhtkg1m1+F86oIkojMAG4H1htjjhCRPYAvYEc61gFLjTENweJE5BDgn4EZwEXGmH/K\nKDNcoiiJI++h5lbACqO85GqAlCg2nusnWtbllOgX5+3ei+H2TPAprmUJP+WdHM31yTR+DlXWFofl\nwtdDn8G4TBzcYSuN1mTo7zgHax3OCfbDa8+N9n3d66LXw2OJRaqiWE5VP8WTgXsAr14XAWcYYxYD\nVwHvzWjQDOBzwCHYjN9/IyIL43LDhjHzU/vXrjxqShDLz/WBImI/OVBBTHgV93EX57vEUadWEMRm\niJNE5REGg83Lw+PLhOuf4xiOG6Jj92NXyPhlhBPYhFpeJDcGj0bUb7GcUlEUkfnAYVgh9Kq7mzHm\ne+75jcDRGafuDaw1xqwzxmwF/hN4TftNnj5cK24lw4+sdVhkJSbEKxWq/kinPzvwB77M1/gM3+LN\nvI4TeTVbUq42RVTtLhcRd2U9WeOMWdGOwiWbfp2zZxON3/160ksI42Wgo9gxxecW1KvEVLEUP4O1\nBJ8Mjt0tIl7gXk/iIBAyD3gg2F9P8/GSpiXWWowH2eP1sXmEjr/9KIa9adPruIs1nM9GtmMP3s3N\nUxFtqsZdjGefs95HfK0wUVR4LCQrenacnjSOtZiVHCus269qiv1Tw8g48cqnRDCTvOPtIXIOIufU\ncq1+otCpTUReBTxkjFklIuPBS8cCnxWRfwCuBp7IOL3yQOHZZ5899Xx8fJzx8fHcstOOF6cDRhTN\nEop81D0ryvXhiRMfTU/msoXP8d/szkMcxZv4Ic9p4Sqxm1IYsBWyxbDKtZr97ONxwhHSYhm6YMVC\nODva9zxEshywyn1TjX4Uw+XLl7N8+fK2r1M40SIiHwPegv0mtsF+8t8wxrw1KPN84D+MMftE5+4L\nnG2MOcTtvx94Mp5sGbaJlhARv/Y1mSk05g15xQNRhOacjKHxx9QJsezmeKJhKXfyKa7lIl7Chxnn\n8UIrtVk/yrLYhUV1tCKKeS5VVb4vX5+PquPHEyew/pHZ+WKMOYlWiUXRmLNySvaOjrvkiMgBwOlu\n9vlZxpjfiMhTgEuB7xpjLo3KjwA/Bg4CfgXcCvyNMebeqJyKYjSbXE0Y/Y+krPtWRJggvh26O7ky\nj9/xBa5mAb/jbzkqyJOSRdXufNHsc5afYrM0m2J2ZkaZvGv4dvmZZ+/YHbsJTRJanu2IIqSFcTqJ\nYrNRcrx6vUlEfoyd9lrvBVFEdhGRawCMMZPAu4FvY2euL48FcdixxvVi4NXJweflC6LFjw2FS8nC\nJEWtWCftrJnurnX4dm5nFZ/nVubxUv6uRBCrUtUdJySOX9gqRfm8syZOioR5Y1AO0tn9Guupa2zR\nXqv/utOtos7bPUbE/XM/L32zm58VnePTorayPC+Pdn7gnRfGMTZxId9kex7nWI7kLp7dxNmtLEEs\n6z5nJ5xvHKYIyRvCyOs6Fwlg1oqaMIpP7Dvpt3tjFwBYprO1qOkIBhRjRmHBaJOalDWDCfXM/LZi\nNXbOLUh4khP5IbfxBa5nN/bjnU0KYl3EVtoI6VnhrEjYMXlpR+Oycbc3JkvER6LXfCY/zyhWEBPa\nFcTpSq9jTSkhPw9novPXqxpzUkbXp11RquNWqDe24248zMVcxVMw7M87XJ6UVohnk+PXQuJyfj9c\nX172D1bls6zyL1h0HT8W7MuEaVrj9xR7wu1EJxA5p++sxVZQS7EPML8EHliBzf3cLrPLi5QyQr5V\n03lm8CdO53t8ny+5xFHHtSGIeeRFAC8S9bxxxPCcuj6z2PIrKuOJo7B7ofRuOpuw0wD1MR1EMEbH\nFPuEtHtOsoyvaCY6Ofd80uNJncjP0Uz/vnVrcXc2cglX8nueynEcyc8zlzS2StUx2KIgs3mBfVuZ\nmc4bl4yv1cpqG3+O//y8tbguKLNtxVVUxfSre46OKQ44iZtn7Hxbhdhi6MRSrs5ajY2Jo46tWRCh\nWn6YKpMyWatfmp2oKiofR9qJHcvLrhteexNpa3EMm4s6K1pQa/SLCNaFimJfcWN6d9c3ILtllwxJ\nxh47lRSqWfeT5sY3X8SvuI0LosRRTf/Bdxj/GcRO1XV+3nE+51aIxxjDP8j23IiqLusbdPcc7T73\nGdY5+yjYNQkoZO5v5vwwt7T/AfTCZae8Tps46ibeye2cziH8R2niqG7R6uqXZh3ns/D+p1WCBJdd\nOw4/BuGYszH7l1zHkiVysXVo79vJqbr6YWZbg8xOE0TcQLgXxbUXAWDMcU1cI56Z7pUfo5/1bax/\nbx7gX7mS+3gWJ3IEvy5J1Vns/9cqzaZUCAnfUx3jidDe+GTe9f1MsxfDtalSoXiFy0iNOdMduxa7\nGC1NKIrJebOjMr0VxlZFUV1y+pW1n6aemWRo31Wm1S5Xo8iM8gQf4jss5U5O5nC+zgsZDOswj1YF\nrI7llc0ygZ1wiWM2poMf2/1lFMmDtR7j1zfTGIl88NAxxT7DmIXAtdHR45AmdKPX/9CN2MmIv+IB\n7uTz7MIWFnMSX2cR1QWxE4Es2km1MEprEyxFxDPb7RCnXo2Dzi4CFiEzGwWxsT17Z7yWJ5jJuHay\n8mqwUFHsazYD1bvNxfQu9uJ2PM75fJOv8lVO53CWspSHpxIZV6GudcYxVT6TLJ/NOlb9ZLnjxFkA\n63jPcaxGSBJk+ap9NPi3lVynzCqeJB2Jpw5x7z46ptiniPfjXpUca/ZjSvwXwwmXVrvSrf1Al/AT\nLuTKFhJH5dVZ14hPVUEsIiu9bDz2medjWOW9tTKBExNeYwLwAujGcEfGXXO8teg9IHZw280kvo1V\n30ucWvXMplpcFzqmOG1Juj126d/cgrIxeT8yL4xZqVGrXrNYJLdngk9yDQdzP+/kqJI8KXlC3Ylx\nt2Ys5qLPJ25XlXbGK1/qfG9lM9M5KVknV8DIPtZanPQTJvOwOWDy8ln7dmcFtg2jNw0m2n3uU8xK\nYFV28qHK15jyX6wShKCMrC5k9lLAw7mXu/g0TzCDRZxSIojN+la2IyTdGkIIP5Mq7y1vSWWrEbxD\n/NI/f431IEeABDGhJyfsY4rZpCf5/H5odW4lWTk1B5sHJswFM2/qIXJpG+3vPmopDgy3AN5aPKqG\n6/mxpjCQQKtYq2cOf+A8lrEvv+TNvJGb+bO2W9loUbUb+7GqMJbVE6YKaMfR2gd+bfc7yBLfWEyj\nOj4VCONpE8CpwGp3YIMrH89UxyHJvDB6C9GnaN3AoKZkUkuxj5nqKu/cTJc5vsbxbps1I12f28TR\nrOYuPsNDPJ09+PsmBLEZQenmf3jZMryi7mFeKLCscmXfQSvWYt4kjZsEMZeCuRJOuzJ4bTWJIIKN\n4h3ed96i9+87XoK5Idq6qswxGHNM5Zb3AzrR0ueIDyz9oLuBP+WsxNMuA8Jc0BWuNeXUnRWvrzX/\nsrls5nNcxe48yLG8nh+mulBV6KY/W7MWXdGwQ1nIsWYmaXyU7TzaWTETjwPG1ttY0AaPn2wZd9tb\nomuFa6nz6dUEi0dXtExjZBfgg8Af3QEniGBFUeRK97y8W90ojK3mOzYsZSWf4mouZh8+xME83pIT\ndj+LIuRPLFVJYVB1kqaK2DUrjLEohqLr/wD9n6JfUurf04055UaifU/a7afXYujR2efpzAfzX/KC\n2DwzC4LVFgvVPB7lC1zBAh7lMI5j5VTa735Pp9rMmKKn1fdU5ae1NdjWHdnIj1f6GfRw3NJ/BnGq\nAt/mJVhh9J+XF70t2LFDv9/Y5n4RxHZQS3FAkH9xT070R7y1mNyYrU7AJEEkygJIGN7OCj7Otzif\nv+QTvJytDQ7H7dBJq7GumeeifC6eWBCL/BmbyRTYrrUYttOPF/qleXOCsmtJXMFmkh5DzV6jbsyp\nFdvUPdRSnO6cuNw9GXfbMbeN/RjrqKzRWhzjES7k62zPH3k57+CuKevQ069WYp1uOHmiHVugRakL\n4v2sdAcxrbyHrHwxk6TFdyPpyRSIA0akrcJsb4V+FMR2UEtxgBBZDsDRxs7wfUPG3CtJCKhWP0pr\nLcaD/zZx1Al8n7P5NudyIJ9mf/7EDFemyCJqlk5YiZ3wS8xrZyeThjUzXumJrVO/n2WRziU9LrgZ\nO4vsrUc/qZK2avtdDNVSHAa+OO6e+K5z40J+eTWYq1u5eKMFsxu/4mIud4mjTuInU2Go+tUq7CWt\njFc2c21PM36WofVZ5BMZ72f5Jk6Q9CAmpsXYYR5qKQ4Y8iX35F0+AZHzLTsiyeXSmijamWljTmKG\nnMcp3MT7uIEP8Qo+z/48mXJpzXP3aIdOjSd2o/tcZ11ldkpYR7M2TZG1OIZ9f94q3BCVtVakMWc0\nWWfvUJecIUHEjyG6m/ffnDvFFUGhZbdMRVUWadKf8e67WfHCw/kDT+U4/oafs6N7wVtCZWtaixK9\n54lnOwEqioShbsutk11nTyfdc8I6RqPXvP+iF8VwosXSfyHpitHEVUNCEhDCjff4cfHXue0ytxzw\nOYkgQvp5Jlu3wkc+AuPj7PPFD/DyJ3/Mz0wYhr7qDz8Uq06NzlSxTDvRlc26Zt311D000axP5BzS\nsRe3YsxJAyeI7aBjigOKMXORf4xmDpfdkt5fsBQeKBFDgFWr4NhjYeedYeVKWJDMLKfD1Z9PuusV\n+7e1E6G7irXYKzHsJK2ORbb60w39Fn2QhwmStc5p+n0ypROopTiAeGvRfMgdeBrwtnVMdYGOzEpI\nlJEL+vHH4YMfhFe+Ek45Ba65JiWIjfXGFkMc4SbLOgyDqxZFa26WvLrqJiulafx6HXWEFIl/XP9k\n8Mjab0U852LMqUMpiKCW4uCze7TfIIiJGIpckIQTW7GCu/c9mt1f+1K4805rJVakMdnRBIn7hrce\n4zGrqlZkFauxSFzrFkbfnipO21Vpp53+3KzPs+wzzsqpMko4M91MgrTpilqKg84bfR6MrwEb4aoV\ndvclwAObgDcEhefAY4/xSVnKr/d9JedwJPLNo5sSxEbiaCpxcviRaOvJWjtcJhSdyNPSClXamkVR\n7MjY4q6DIi+B+D2MqCA6dPZ5gEkSA/mb/QC3XRgdvwGAv+JeLuZibuMFnMxredgt+G8m0k52Oy5y\nz3w0b4+3QOLwV1USRpWlKOjWrHOVGecqUbSz/gTayR/dbFzIrM/NXmO6iqHOPivAzSSCCPYHsI7t\n2IXzuYSv8llO5z0s5UNTggggcmN8oRbJW9IW/oDbHYOrMqvdbDTvdsizhIvakido4Z9HWeKqqu+x\nyBtg67QVxHZQS3HAmbIWF7lB8TV+DPFmAJbwABfyEb7LizmN9/BoKsy8z7yWuGC0ajUm1uIE9sfn\nrx1Has6zErOsrWaFrUh827Ee88YTy3wwq4xDthuXseicfKs6SVUxfdFlfkPLwvTuotmM/u9v2f7R\nRXz4ue/kYO7gnbyL69mTJD6eX60wm5jQn7E1gcy7pcLAAq3EE4zJ+sEXTWBkiXGr3fisGeCyc8rI\na0M7gSLi8GGWYRDEdtDu84BjzKH2yZpr4d3Au+HQ677N7fu9jCd4Oov4shNEaBxc91Zle2OKth3H\nuYdPf3AGjX5vzYrfTBrb3G63cmu0jY8XHcvLmNdsoqoq16xCnjtU9udjzPEqiBVQS3E6cI4Vxjm/\nf4TzLj+ZfW+9nqUs5WaeDzzdPcJVCmPYXL4TQBiDcRNh7g2RFRgTJDeqSOMPL3byjrvK3pJpJe1n\nK2la8wQxtjTDyZCybm0VUWvVx7GV95hGxbA6ailOA8w/wtF3X8FdZ72Qh2btxB4zfu4E0bOJJP6i\nJycP8NTa113bb5c5Cftj9oFJJ7FjjVuCUqOUB1gN1+r668XBTquMGcZlqp4TC2XsJzhZcq34GnnW\nbDuTQ9mTXMO2RK8OVBSnCfuu/yFH/f49nHbzp3lMnh684hf6+3HERSB7gfgu8/1AnNIgEUSRZTW1\nMBa/OIRVVXeUxnHQxjD7MVl+hVn73Qj9lVV3FcqCacTuUGodtorOPk8jpvK1jBwFkxcAbryRNW57\niCvofpTm/uj1mcBj7vmY2z6EMUfU1L6qSbOyBMB3rUeDsqGw5qULrSJAVSZc4rbElEUPaqbrnNeO\najPRahla1E9RSZi8IDpwv3s4UTK3wLOBnXdzry+i8Yf4kHuAyLWpV0TObalZ5V25PGsxa8Y6FqEq\nK0XqIu46l42D1mWBlo+3qiC2j060TCOMOQqZ+l+8AGsBbsYuw/MTLbdGZ20hm8eAbVNHYjEUObel\noKPGnOr8K+OJFe/jGDIabCdIxhJnkY7sUpSLuGx5YDui5d9D3prtrGuXCXXza6OHNXhDJ1BLcdoy\nP9qf4x6uy/zgLfDgBYBbK808Gn+MiZuHvCB9NS+QrVqN+e464VLAeAxyJ9LMifazVoKE16jTBojz\n2TTTda937FIFsV5UFKcZdnj2fKzLDdiJiXWk82747rQnns39hXusIcXCbKtQ5NymxTHxZ/Qz1CFx\n1zhrvC4+NklaJKvMatdBmc9kq5St/Waow3t1EhXFaU1swcwnbUGOYqPo7OD2F2FFdK+gzKEkEzb+\nnGyxaVUYG68dzjCH4vdQxlXiWeMyMezEiFGzll8riahCJlUMO4jOPk9zpmakp358TjBkid0aPw63\nMjrTu/IEywgXAvdeS5IDYQIroMm57SY2SmaoPV4Uw2TtHh+yzFvBcV6RcKY6pI7QY3lJ7T1Vlg42\ns5rFR7QZnMRRvUYTVymZyC7uyYPe39ClRZXASjM+mMNYcOYcElFZyEHmGr4jvmOxduq4xYui7YLX\n5R+XCGQsjKPRvm/P5uh4Yx7rhLqEMauOVmMtFjOd04p2go6KoojMAG4H1htjjhCRFwFfwAbCnwRO\nMMbclnHeycBxgAAXGmPOyyijothhEmFc7p649KhyPJgrSWZtx7A/Tm+BWfE5yPxs6lpWGDeTiMFc\nrNAm3dy6nYYbu+Xeig27yRuiMt6S2xL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MzMwmuCmJW5PUQnkRcVtETIuIjSJiI+AhYLtWDZHSacBlsCx74b0MIemZGyNmZma9KKMx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\n2yT1akq1zFOxVNnURLLklcvclXJTq+y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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "j=30\n", "vmin=0\n", "vmax=30\n", "fig,ax=plt.subplots(1,1,figsize=(5,5))\n", "const='M2'\n", "amp,phase = get_displacement(wstruc, const)\n", "ax.pcolormesh(lons,lats,amp[:,:,0])\n", "ax.plot([lons[0,j],lons[-1,j]],[lats[0,j],lats[-1,j]],'r')\n", "\n", "fig,axs=plt.subplots(2,1,figsize=(10,5))\n", "\n", "for const, ax in zip(['K1','M2'], axs):\n", " amp,phase = get_displacement(wstruc, const)\n", " mesh=ax.pcolormesh(np.arange(amp[:,j,:].shape[0]), depths, amp[:,j,:].T,vmin=vmin,vmax=vmax)\n", " ax.set_ylim([300,0])\n", " cbar=plt.colorbar(mesh,ax=ax)\n", " cbar.set_label('Isopycnal displacement (m)')\n", " ax.set_title(const)" ] }, { "cell_type": "code", "execution_count": 75, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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5jKAMVsBWEb9X7pzQwkxbX51F2fXo4aSQL5j+87yeg72XMafB/ffDccfBllvC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\nQWfnAHOQ/kZBbGzPXjn3D4m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I3VnjhjNoQOYmiv8rO7AVG7mYr3EJX+d9+3yH43e4jT/t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\ncE/4OrB+1j+Mns8Dbs+9Z5VfwpIv4iFguvfBPJR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I05URSSOAIWb2gqR1gH2BqcDVwFHAqfnPq7z9KysjIYQQQiep/pI9derUgS9EWstIrYXy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\nERE9lWQkIiIieur/AUGcfAU21QSeAAAAAElFTkSuQmCC\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "j=20\n", "fig,ax=plt.subplots(1,1,figsize=(5,5))\n", "const='M2'\n", "amp,phase = get_displacement(wstruc, const)\n", "ax.pcolormesh(lons,lats,amp[:,:,0])\n", "ax.plot([lons[0,j],lons[-1,j]],[lats[0,j],lats[-1,j]],'r')\n", "\n", "\n", "fig,axs=plt.subplots(2,1,figsize=(10,5))\n", "\n", "for const, ax in zip(['K1','M2'], axs):\n", " amp,phase = get_displacement(wstruc, const)\n", " mesh=ax.pcolormesh(np.arange(amp[:,j,:].shape[0]), depths, amp[:,j,:].T,vmin=vmin,vmax=vmax)\n", " ax.set_ylim([300,0])\n", " cbar=plt.colorbar(mesh,ax=ax)\n", " cbar.set_label('Isopycnal displacement (m)')\n", " ax.set_title(const)" ] }, { "cell_type": "code", "execution_count": 77, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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k1GHSuXpHSXzrWlkxEqfmbDSyzmQhTg3g3/Mp7MMjXMG3eJgd2IMLWBcGf830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\nYEanv2vBtWdjg0De2Mm6ga2C9/tOYJ9O1A28FNj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Sq7Pmrbxalfp96kbV3NSqs5lSk9By/zBTp5sqbrxKIpb6JPJ85jFeTvx8Un+hayRiTydi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\neJmmrFVyIEXR01fqnnIyYmZm9pqVmYxIWgM4lWJ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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "j=35\n", "\n", "fig,ax=plt.subplots(1,1,figsize=(5,5))\n", "const='M2'\n", "amp,phase = get_displacement(wstruc, const)\n", "ax.pcolormesh(lons,lats,amp[:,:,0])\n", "ax.plot([lons[0,j],lons[-1,j]],[lats[0,j],lats[-1,j]],'r')\n", "\n", "fig,axs=plt.subplots(2,1,figsize=(10,5))\n", "for const, ax in zip(['K1','M2'], axs):\n", " amp,phase = get_displacement(wstruc, const)\n", " mesh=ax.pcolormesh(np.arange(amp[:,j,:].shape[0]), depths, amp[:,j,:].T,vmin=vmin,vmax=vmax)\n", " ax.set_ylim([300,0])\n", " cbar=plt.colorbar(mesh,ax=ax)\n", " cbar.set_label('Isopycnal displacement (m)')\n", " ax.set_title(const)" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": true }, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": true }, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": true }, "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": "3.4.4" } }, "nbformat": 4, "nbformat_minor": 0 }