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@chryss
Created April 10, 2015 15:24
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{
"metadata": {
"name": "",
"signature": "sha256:7860f0d7846c3338b4e48d3f5c553302a6c3d54720c571f81677f443b5c10aae"
},
"nbformat": 3,
"nbformat_minor": 0,
"worksheets": [
{
"cells": [
{
"cell_type": "heading",
"level": 1,
"metadata": {},
"source": [
"St Laurence River and Anticosti Island ice cover exploration. "
]
},
{
"cell_type": "heading",
"level": 3,
"metadata": {},
"source": [
"Library imports, file paths and the like. "
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"%matplotlib inline\n",
"from __future__ import print_function \n",
"import os, os.path, glob\n",
"import datetime\n",
"import numpy as np\n",
"import matplotlib as mpl\n",
"import matplotlib.pyplot as plt\n",
"import matplotlib.dates as mdates\n",
"from matplotlib.patches import Rectangle, Polygon\n",
"from matplotlib.dates import YearLocator, MonthLocator, DateFormatter\n",
"from mpl_toolkits.basemap import Basemap\n",
"from mpl_toolkits.axes_grid1 import make_axes_locatable\n",
"from pygaarst import raster"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 7
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"font = {'family' : 'Calibri',\n",
" 'weight' : 'bold',\n",
" 'size' : 16}\n",
"mpl.rc('font', **font)"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 8
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"reload(raster)"
],
"language": "python",
"metadata": {},
"outputs": [
{
"metadata": {},
"output_type": "pyout",
"prompt_number": 9,
"text": [
"<module 'pygaarst.raster' from '/Users/chris/Dropbox/Research/pygaarst/pygaarst/raster.pyc'>"
]
}
],
"prompt_number": 9
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The dataset is \"Sea Ice Concentrations from Nimbus-7 SMMR and DMSP SSM/I-SSMIS Passive Microwave Data\" from the National Snow and Ice Data Center (http://nsidc.org/data/nsidc-0051). The grid size is 25x25 km. For testing, we pick one dataset of December 31, 2012. "
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"datadir = \"./NorthCryo_SeaIce/projects/Searchlight/production/data/NSIDC_Data_09080153072/Sea_Ice_Concentrations_from_Nimbus-7_SMMR_and_DMSP_SSM_I-SSMIS_Passive_Microwave\"\n",
"outdir = \"results\"\n",
"testfn = 'nt_20120131_f17_v01_n.bin.reproj.tif'\n",
"testpath = os.path.join(datadir, testfn)"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 10
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"As the file name encodes the date, we can recover the date the data was acquired."
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"def fn2date(filepath):\n",
" head, tail = os.path.split(filepath)\n",
" dt = datetime.datetime.strptime(tail[3:11], '%Y%m%d').date()\n",
" return datetime.datetime.strftime(dt, \"%Y-%m-%d\")"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 25
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"fn2date(testpath)"
],
"language": "python",
"metadata": {},
"outputs": [
{
"metadata": {},
"output_type": "pyout",
"prompt_number": 26,
"text": [
"'2012-01-31'"
]
}
],
"prompt_number": 26
},
{
"cell_type": "heading",
"level": 3,
"metadata": {},
"source": [
"Get data"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"A variable to access the test dataset."
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"nsdic = raster.GeoTIFF(testpath)"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 27
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The scene has 448 by 304 pixels. "
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"print(nsdic.nrow, nsdic.ncol)"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "stream",
"stream": "stdout",
"text": [
"448 304\n"
]
}
],
"prompt_number": 28
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"As explained in the documentation (http://nsidc.org/data/docs/daac/nsidc0051_gsfc_seaice.gd.html#data_description), the data are 8-bit unsigned integers with allowed values between 0 and 255:\n",
"\n",
"- The values 0 to 250 are scaled integers represent the average sea ice concentration in the pixel (divide by 2.5 to get percentages).\n",
"- The values 251 to 255 are flags indicating pixels affected by conditions such as the circular mask around the poles, the continental land mass, the coast line, or missing data. \n",
"\n",
"We'll separate the data set up into two to make it easier to plot and associate color schemes with these."
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"icedat = np.empty_like(nsdic.data)\n",
"icedat[:] = nsdic.data/2.5\n",
"icedat[icedat > 250] = 255\n",
"maskdat = np.empty_like(nsdic.data)\n",
"maskdat = np.ma.MaskedArray(nsdic.data, mask=nsdic.data <= 250)"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 29
},
{
"cell_type": "heading",
"level": 3,
"metadata": {},
"source": [
"Geo-stuff: plot overview of the data globally"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The data come in polar stereographic projection on the WGS 84 datum and spheroid. The central meridian is 45 degrees West (that is, this is the direction pointing downwards on the map)."
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"nsdic.projection"
],
"language": "python",
"metadata": {},
"outputs": [
{
"metadata": {},
"output_type": "pyout",
"prompt_number": 30,
"text": [
"'PROJCS[\"unnamed\",GEOGCS[\"WGS 84\",DATUM[\"WGS_1984\",SPHEROID[\"WGS 84\",6378137,298.257223563,AUTHORITY[\"EPSG\",\"7030\"]],AUTHORITY[\"EPSG\",\"6326\"]],PRIMEM[\"Greenwich\",0],UNIT[\"degree\",0.0174532925199433],AUTHORITY[\"EPSG\",\"4326\"]],PROJECTION[\"Polar_Stereographic\"],PARAMETER[\"latitude_of_origin\",70],PARAMETER[\"central_meridian\",-45],PARAMETER[\"scale_factor\",1],PARAMETER[\"false_easting\",0],PARAMETER[\"false_northing\",0],UNIT[\"metre\",1,AUTHORITY[\"EPSG\",\"9001\"]]]'"
]
}
],
"prompt_number": 30
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Coordinates of the scene upper left and lower corners (in m) as well as the grid spacing (25 km)."
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"nsdic.ulx, nsdic.uly, nsdic.lrx, nsdic.lry, nsdic.delx, nsdic.dely"
],
"language": "python",
"metadata": {},
"outputs": [
{
"metadata": {},
"output_type": "pyout",
"prompt_number": 31,
"text": [
"(-3849918.534, 5849875.662, 3750081.466, -5350124.338, 25000.0, -25000.0)"
]
}
],
"prompt_number": 31
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"A color map consisting of some grey values is defined for the mask array. Then both arrays are plotted. "
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"mask_vals = np.zeros((5, 4))\n",
"mask_vals[4] = [1, 1, 1, 0]\n",
"mask_vals[3] = [0.7, 0.7, 0.7, 1] \n",
"mask_vals[2] = [0.55, 0.55, 0.55, 1] \n",
"mask_vals[1] = [1, 1, 1, 0]\n",
"mask_vals[0] = [0.5, 0.5, 0.5, 1] \n",
"customcmap = mpl.colors.LinearSegmentedColormap.from_list(\"custommask\", mask_vals) "
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 32
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The data can be plotted against either the array indices (with the origin in the top-right corner) or against the projected coordinates."
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"f, ax = plt.subplots(figsize=(20, 30))\n",
"plt1 = ax.imshow(icedat, cmap=\"Blues_r\", vmin=0, vmax=100, interpolation='nearest')\n",
"plt2 = ax.imshow(maskdat, vmin=251, vmax=255, cmap=customcmap, interpolation='nearest')\n",
"plt.colorbar(plt1, orientation='horizontal', pad = 0.03, shrink=0.83)\n",
"plt.title(\"Sea ice concentration %s\" % fn2date(testpath))\n",
"im = ax.axis('image')"
],
"language": "python",
"metadata": {},
"outputs": [
{
"metadata": {},
"output_type": "display_data",
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MtAEAAAAACBGl4wCwCOWvKF66RHxWuDLybPubNWcyWc0tLfWafRn5sWPDmh9+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iL63fhMiH9rR3E1I7F1raeazczpVemEXpYHqvH3kWr46Ngn8/f28t3NqiZxcYt+1h27\nNEz/X98J3cgfefyor1/w7NB1/A03fzVa1zVbF7OTQHfhXREAAAAAgAJxoQ0AAAAAQIGIji/WVonH\nvDREwYiIox0aF995/Xsy59EInyqqW26RUqKeZlYzkcYbi0rSEwtHJzD0IGYN+9Dp+vpW1vCROEbe\n3vG2IuWtMfSwvVA35IeDkzO+3nP4WOay66Vj94BGymUfmnPxdhvy89BPvd7XU/Uw/Yfjk77WLuU6\nf60Uthd1SJcHPWe8t66XDtJDwzVf78+eHaucNeStUQ/DHCYm5PWwN8TIn3nupmiZs3/yTWG9xtAI\nxedvdCO+0QYAAAAAoEBcaAMAAAAAUCCi44tEXBxFseLiVkR8pdKopz621G7kKfORxkU30/jyWuky\nPp/3/+5v+/pd//n/yZwndzfyxPEjUdzciKdbdHs9UZfz7Aj7RD10+P7OvhDlfuxgqDetC7HrC7b2\nh+n9VV9rpLxVXY7TkxMhpvv4kfBeW3v2Jb6emw7Tt8jNUjQiPiX7Pd0I80/L+7d2HR8YCDHy2rNf\nFNbzT//b3G+sfLvu3JP9i6qcWKPh3//JY+G8r1RO9fXmszZGi//r/jDMYvtP/5Kv1/VVfD3UFy5j\nvnX/Hb7mczm6Bd9oAwAAAABQIC60AQAAAAAoENHxp0jEZeSCF/j68Df+ehl2BmvV+FQjc3pZcoja\nhbfdTuPL1flY9zvqDJy4O9Z8UZfgRcRJgU7iPGyPdfz0tW7d6WC+ZaJtRIss/Hxp6nwuep8O32Po\n+/fjh6d8/b0fHvb1tMS0twyHaOxoNdSlnvgjm/5upikx76992tfDxn6XX/A6X/cbkXSNo//w2ISv\nD001s2Z369aFmPu6Det8PZU1M1a/6XDOuL0P+3K29hxfP3kwxMMfk/PHOefO2zLk64lGOOf0M8NE\nI3xmuuiVV/r6gc/e7mti5FhOfKMNAAAAAECBuNAGAAAAAKBAazs63itxKYm4/F/n/SBMP2/HEu4Q\n1jrt7KqRxN6e8Dex2TmNjuffRmqX706KYpvSXF0jYfMunzMyv1wReUD97u/85nLvQtdK6UCeVzSU\nZBHDUvT9Ud+bNMI+Tzrd02h2VerDEiMvl8N7/BMbB319zsbQgXxYui0751xF/q566ukAACAASURB\nVJEYqoSPcwMve5OvH/rCXZn71Pi6xMtffZWvrVju0ZlQj0t0XI+F1pXK2v54iRabTvNlbyWcx/sf\n2+vrd+14KFpkZPQXfV0tZX8vqK/xasnuyg8sF77RBgAAAACgQFxoAwAAAABQoLWd7amFjoZjr9vg\na6tD4e7du329669Dl/IxF6bT3RB56Tnzydtu9PVlb7k2zCSR8qhjdxQvz+6869z83Xf9Jpra/Vvq\nDseurRh56jJWJ2KdTnQcWDn0zgqNlGy2iF7q2o28ZViKNWxmRt5rddNzsnyPvNfOGcNdtNP4UF/4\nqLVhMMRmm7KBAwfC8LWJ00JMuyZxWI2KO+dcrRJ+p5HvbT0hbq5h3AsvvsLX37r/DllP+M5lqh4e\n/6Hpepgux2V8RjqcN7I7kJdkXwef++Lod8e+/ZXMZbDKbD4rc/LsQw/4euzyMDyz9fPz7q/8ia/P\nluEQakQ673/13tvMdQHLhW+0AQAAAAAoEBfaAAAAAAAUaHVGx4dCDHzsNSO5F9eIuNLoypgLnTyJ\nqKAoei7d/dGbfP2Gq67zdUMyj+VSdiTailM719JJ15hvuaLWT4u8J8S/renzHQMAK4O+x1kv6ajz\ntbGe+d4ONHbda7Qdb8jyzeZs5vw90d0Qsjc4JSuq10NE/PDBEB3/4YFRXz8xMezrkwdq0bpKvRJz\n1301HqzGxV9+2dW+Tr3bQ5ZmQrS/TAfyNal3OJzHsz9+zNfzxcUteu7ruf53930097qApcQ32gAA\nAAAAFIgLbQAAAAAACrRq8jwaRUm16wvyd4baoC/v/Z3X+vrBz33M19o5FFhK1XL238Q0Ifj/s3fn\nYXLU973vf+rpnhmNRisSm21A4CWOjZcQx+fGW2zHdhyO2RIsGyRjLEAsEltycs+9z5w8Ps7cc+95\ncoIBoQgBsk0QBIKNbYhtHB+8gO0YbIIxlsEYECC0S6PZl97m/iHp9/tUUb/u6unqnl7er+fh4Ts1\n1VXV3VU1XerP71ul0t4pT6QxZpPvWVNNhJ1O40BzSne4811wCIjEo2NEluNGooPnR3m8J/7tO7do\nB3Lf6WfRXNcpvEM6io8+8Yitn5nv7mry6FHus8ki6bBsjDGLuzptPSHdvycL0Z3A3/2Jz7l5ctHz\naCy3M+Xeh/mdblvTMc6tnH8xd57rfj+2Oxc5j2+oZph2FPeJsyzi5ag3vtEGAAAAACBBXGgDAAAA\nAJCgpstCL/qjD9p68Imf2rpvy7ayjw3Hy/s/osHZEVtpXFxjJtqxk/gJak33sds33WDrCy+9KnL+\nQOdcTxQyTON9JP0ANBo9RxUL0d3BA13Hp7WufH2+uLl2FNeI+BzvudbN0yHbOplznzumJqciH7n3\n4e/a+tfH/KWtj57fGZjvuAXu54PjroN5Xrav951n2fr5Ifc5Z0l3l627JKqv2+qLiGsneI2a5ySO\nzl0f0NXj9rHCSW+S3+y2Vd9PXWfypcctDTw+0+mGSlzxmqcj1/HxT19q63whugt/V8YNe/jOP99s\naz7Hox74RhsAAAAAgARxoQ0AAAAAQIKaLjp+/GuX2Pqv33h8RY/tfc9feH83+pOv2doXJyFmgnrS\nDpoXrHFx8WoTeRorJy4OoFnoucsX8dbzYyBGHjpxBofNRNfadVzS0qZgomPkPhmJZh8rce/e+a4r\n84DnsdtfOmDrJxZ2B343+dqFts7LSLjxKRcj7+lyH/M0tr6v283zGomkL+oKxtOjpvd2ug7SnZno\n72tysq6JsYnIedDaBv79IVuf9GefsPWGHYttfepprsP+4tD+rXcf2Lroo7bWIRQ/3b7f1r+3eIGt\n89Nu/+vKNfr9VdDK+EYbAAAAAIAEcaENAAAAAECCmi46/paTXXS874adtu5f4WLkGvHW+O2iLtfB\n0BhjRrIuOvX6j5zvHvO9OyOXBdSTr+v46suutrXGIVMd/hx4iow4gCbh61jti4vHWU4h9NBCQWPh\n0d3Ma2F+l/t+o6ur/Eewwcd+YOtdx5wV+N2CHhehndvpOitn89FR2UH5akU7k+s29Wbc56Qe6dY8\nnHVxcY2gZ7WL+pTrOq4d1fM591kL7enFBx+InD789vfaet7CeYHfzZ/vouSdabeP6jEa6IA/PWTr\npXNdx/MT5rt4OlBvfKMNAAAAAECCuNAGAAAAACBBDR0d71+5/NUTd/9vW77dExf3OWVRb+DnH913\nm62HZDpxcTQa3Sc3b7ze1mvWXmPrQOdcouIAmlTFEXHtLu55bLg7uMbKp+V8Ocez6jjdxX003tot\nnZR9EXmfXa8cCPzc2+ui44sXuJhtviBx7pyLc2sH8l6Jmi/odNM1Ll6Q7dOhdi8fnLT13kHXUXxo\nyE2fGnfR8eJzj0c+H2DsyR+7OvS7vce5zz3bX3CdyhctW2Trk05yw0mXzHdx8TcdN9/WLz5zl635\nfI964xttAAAAAAASxIU2AAAAAAAJaujoeFTEQ7uIV7oMjYr7lg80k1rFxTXSqFHMdAf/NgfM1H/t\n+7yt/7/+z/tma0tX/81/s3W+UL4LePAcFT09r/OEYtr6u5T8KpVQB3JdnT6fkayLcle6/NEnHgn8\nvGP+x9zvRrO27u52H+0KC1ycViPli3tcRHxRl4ug92bcYwcm3TKf2+9i4c+8fNBtww438G5syIV/\nNRIMzMgu93k/a9zn9YGi24+Lsk8PL3Nx8ZFJ1yV/1fvPtfWzD99ra64BUA98agYAAAAAIEFcaAMA\nAAAAkCAutAEAAAAASFBDj9E+Qsdlv/sTn7N1Rm6Z8eNvbI58rI7BYDxGPPp685o1Bt97snH9dba+\n4qq/qvl26Bg/xmsDSErec6ur1LRnLPZ09PjrgueOWeHlB8dQu/OajptOB8Zum8h54tyiS9e9e8SN\nHT2wf6TsY0vZ+/B3bT31h39i664eNy47nXbn6fEpd4uuDunv0ek5l2flddl+0N3GS8dl731pl3vA\nS7+KueVAhN4lwZ9HB1w9tMeWeamvfpd7zA/nvz9ysf/2W7ecP/vAJ2397I/+xdZ81kWt8EkZAAAA\nAIAEcaENAAAAAECCGjo6HnUrr45UdFyc2Edy9LUkRt4Y4rz2Sca6A9FIXxYTwIzprb6Mac/bfV16\nzf9taz1/+eipaHo6+rzkvb1XaHZdn/4uFViuO4+mKzwnarRd1zWZK/88Z2LoFz+0de8732frrb8c\ntPXBg0fb+rQTFkQuJyfPbTjrYu4aNQ8gLo5qLD7e1RIJN8aY/pXLyz488Nno2Ycj5/mPng/b+sFn\nDtj6D2JuIlANvtEGAAAAACBBXGgDAAAAAJCgho6O923ZZowJxkd++k3i4vXEa9x4NM6/Zu01kfOE\nO+FqFLxSKYkM+uKQdCAHUCmNds+R88y0p6O4r+u4CszjiZGHfxcg58pAvLwo3cjljie+86MuXoe8\ndWdqf64cfeIRW897+3ttnZPY+r9t3Wfrk/54rq27ujtsvaAzY+vOjJueyTT0R0c0uhPf5uqdv7Vl\n/3knBGar9POnb9jj8qU9tv7Zcy46/vTrPuYe/Kzr4O9bb9Rw1plsJ9oLn44BAAAAAEgQF9oAAAAA\nACSoofM/RyLjxDKAaBrZ1ihkNVHxmYjTMZh4OeCnXchbuQP5Z9f+17Lz+OLigS7igXk88fIS0XGf\nlCeS7jt/pSo8rS2a6z529c53ke2ByhYT29jgsK3/r1N32Pr+if9k68lCwdZdafeE8vJaaNf1jMbf\nT36nq194ourtRYs65hRXS6d6HRqa5Gf9QIx86wPuF11/bMtnXj5o6943/Lmb59lvRy7zYyvW2FrP\nJw/de0vkegFj+EYbAAAAAIBEcaENAAAAAECCGjo6TgQDeDU9Ljbc8A+R81xx1V8ltr5ADL18Qtxr\nNqPtQDNptRj5eZf+TeT0tOc8MC3TiwU5b3hORYF4uQxjyeZdXQjfiUG6hc/xnI46Atuna3TfUWjU\n3BcvD3QdT7u6q6sOH8Ekpvv3y/7E1m9+q9uOkWze1mM5V/ekXadx1d3tupGnJDtfxZ8HtKLj5DP8\n/pdsWau4eBxL53fb+skde239yMRuW7/zTa4b+cffdJSt94xO2rqXzvuIiW+0AQAAAABIEBfaAAAA\nAAAkiOwD0MQCnTWffdbW4Uh5UlHyOJHvoqe7b6AzcCAOGi9GTtwc7Uhj5KoRI+VX/81/s/XolIsg\n5wsar3bHsR7TwfOACyHPkenT03rekNrTjVyFJxenoyPpSuPmGv/WZXWmy9/5QedZ1tNp60wmOppd\nKyODI7YeHJyMnCcr0fvxvOtGrl2WJydzti4WCYxDLD7e1QOv2LJ/hZte77h4YH3Pft+W33npaFvP\nnefuANDV5Y5LvUvAu14739ZL5rrjGCiFb7QBAAAAAEgQF9oAAAAAACSI6DjQxDQunmSn8Wo6hOv8\ngeXEjIgHtkPindrSduP662ytz9sXG42zfb55gEY0W5Fy33rD9NjV7t9KzwnBDuTuOwDfh5RiOjou\nrsvR4zi8DTnPNgXWIc8hJ/H36WnPYyUi3inr1uj89uEpW4+Ouroeigd22Xpk5Fhb7x5xUfDlC+U9\nkfenW2LuHdpd/YUnkt5MNJtMl6sP7rTlbHYXV/o5qW/LNveL4zIRcxszLMfo4IQbApOWDvvf/+qt\ntuYOSSiFb7QBAAAAAEgQF9oAAAAAACSI6DjQZOoRF/dFtjWKGe5sXgtr1l5ja42L+/giqpXavPH6\nsvMk+doDSYkb7a61ni738SI1p1BizsPzyLmluyO6w3dwqIdEzaV5d1pizRmJck/lgtugcW7tqJ2X\nrtt6PknpdmikPMY5JyfL1Ciqdu+uh/7TXcT38z/fa+v9YyfZujfj3jftut7b6V7LQLf4159m6+Jz\njye2rWhwS09w9ch+WzZKXDyWnOu8n53K2rogx+sPH9tu60++9Ziyi9TPZ2EN/3qgJvhGGwAAAACA\nBHGhDQAAAABAgoiOA02g7nFxnccTI1e1ikRtuumLZdehEfYLL73K1poy1YbG2unY95x1OV+++YbI\nbSgVnSdWDjjdnS7brdFsn+AdCjwHsod+qEllJEbeEXysxsKDMXLpeN6h80RHyvUUovPopg5MuFjq\nywcmbD01Xvuu474o7+eN+5vSe8xcW3dK3L6n4F7NSXnOU1Mu/k5cvE3tf9mWjRgX93Ya7+pxtTyH\n7mNfY+uMdNgfHhq39VPf+Sdb6/PUdZ1/0brAdugwiztuuTHy8WhtfKMNAAAAAECCuNAGAAAAACBB\nRMeBJhA3snxEtdHlYnSi2my6yXX+rkf0qdJ1aOQ0m3ddhgNdcgMx8ujlaFx8Jtvme4+IlKPdaVfw\nOIoFz8nII3CsGz3uSy0nOvKt30X4hp9MSjdzjZFrvHw066LWE1k3/8jgSIltmrk4Ud5A9PUnX7P1\n5JmrbX1QOjGPTrntzuWSubsDmsxC6bqd6vDP18iWuWMj1d1t66OPP8rWv3+Kq9+18MnIxfi6i49n\ng3c3CA6DQTviG20AAAAAABLEhTYAAAAAAAkiOg60iJnEkrXrti8ufuuG8p2/G0XKkwXPSfy0QyKk\nGmPVh2rXceXrQB4Wp0M6MXKgPF8H8rwnUu47B5Rabloek5d50oFVuHNFvhCMh0bx3NDAzJUO7AuW\nLLD1YNkl1seLw6O23rrXdVzeM+i6pdcq8o4G1LPQ1eNuL+1fcbytG/1zQfpN77J178JeWx+1zB1/\nb33DUlt/8E2Lbd3xe39p6z9+nZunpzNedL47w/eZ7Y49AAAAAACABHGhDQAAAABAgoiOo21p18hG\njz7ptlbdUdyTEdfE5aabvhg5T6PT5xaIkPpy8UKjpJs3Xm/r1ZddbesL1rhI+e2b/J3JAx19Pd1J\niZED5fm6iGuncN/hHUiRhyLlKV+22/OQmIn0SHPTLmZ6wlFzbb38lGW2fuKxmS/fmHidxpWel3rf\n8xe2fnLXmK1/u8tFxF96ZcjWHR3u+aRef5qti889XsEWo2EtPSF6+mRjdxrXfbrvoYytl568yNZH\nH+Pi4h98x3G2fvtx82z9uvk9ttZjN19w55xs3p0QNB7e0xW8rNLPCY3+ORO1wTfaAAAAAAAkiAtt\nAAAAAAASRHQcbcUXwdYYbyPGe3SbdFtVkvHjy9Zda2uNbjb666Q0Cp7qcHUxRmRU4+I+GiMPx0q1\nO7kuS9fdmY7+d04i5UDywsdooOt4hx6LEg8tlr8rgz5Wo6VqYZeLsb7ndS7Gun80Z+u9Hz7d1jse\n+lb0ymbAN3Rl+g/PtvXIlNvu/WNum8anXA/2vbtcx+mCdF0v7t7mFprpit6I3FTs7cUs6V3i6pH9\nrs5027L/LNeBvFH+/uv+fdp//qyt/+4P3VCHVwbd/nfs/E5bf/DEo2zdIScI/dus54kFc9OR89x5\n23rv9jXK64TZwzfaAAAAAAAkiAttAAAAAAASRHQcbSVOBLvR+aJIpSLHxUAEsnx0WucpFqLn90US\n1WzGpuI0HS/VObwcjYTnQyvQWLm+lv64amWIl6Pd6fFT6fnNmFA385iPiXqsnlw6PK3JdVuXznHx\n6tcvcx3I/3dFW/BqfVtchLt/pZvuuwPC4ISLhXdLDPbYBS5a251xUeGHv/crt/z3uW7k5i1uHmNc\nrduDBtXlumub0QFbagd71SgxaN8QwBf3uY75Zyx0x9YDd26MXM6Pn3D1mrXX2Dovn3n0DiTK93e3\nUV4jNA6+0QYAAAAAIEFcaAMAAAAAkCCi42hbvkhdO9HEsyf1GOCLS2m3XV3mrRu+WHaZSUat0tJd\nPJvXyLabR7dPI94aI4+zTb5ImTHGXHipW652IL/4imuiZveKExEnRo52F4xySzldvmu4McEhHXEU\nPQsreKbreUlXpRFV3zKTFPibt/WByHnmSr1Y6v73VbZ8ja/3/XRRcMYXnjCoIe0gbowxU2PR802N\nl11UM0WhT1o2z9aV3iFl003Rn1XiDNVrptcI9cc32gAAAAAAJIgLbQAAAAAAEsSFNgAAAAAACWKM\nNmD847VbZexN3FveRNHxi77b6OjwQh2vrWOVg9vj6krHRpeiYx4D2+25xVZS69ZbfZX6nW8cfJzx\nXr6x2M16mzqgFnzjtY0JngN9Q6IDt/3SZXluczgd49yq8wxMZG39+EtDth4ZHDHV0FsyxTmX+eYJ\n/P37qBtonS26F/PaL/3C1uMjbpzvfzXusX0PFtxC9zMmu65CY7L7VxwfOVsz3YLNd0sv39+/Sv+e\n13p+tC++0QYAAAAAIEFcaAMAAAAAkKDK7mlRX9P333//bG8DmpTvdl1x4nLnX7TO1nfetj7W42eL\nL04VvlWMLzoe5/Zevgi28t0aI0m+eL/eMktj60qfp+853HHLjZHr8tFtCEfHdR2daffvmemO8v+2\n6YvC6Tr0dkFxlgm0u1LnRP1VNu/OIZO5gtTFyHn0nKO399JaH/uzXQdt/Y2f77D143feU/5JxFRp\njNxHz3FHf+CTtn5yl4sm//N3nrb14iW9tt6zc8DWo088MuNtQOX0/TfG/7ez7xtu6EL/WQsj529E\nrTi8D43pjDPOMKbKa2U+oQEAAAAAkCAutAEAAAAASBBdx9EyNE50wRrX7Xp8Km/re7+ywda+yJHG\nAludLy6ufBHLWze4uHhS8a1w5F+7ln/55hvCsx/aJl/7YBF8ntFR+FWXXGnrSmPkSdIhAEqfZyrO\nGxeDr5M50Gpedcx4OpLrbGn5QetiYFnu+4ridHTs/Pkh11H8e7/ea+vf/mZnjC2PJ6m4uApEjn/0\nL7be9POltk6l3PMvyHMmLl5fcd9//V3/Wc0ZwW6mbQX4RhsAAAAAgARxoQ0AAAAAQIKIjqMl+brF\nnn7epbb+1l03Rz52eMJFzd9/9kWB3z389dts3cjxpdIxyWhxIuLa4Vu7YG/eeL2tq3ldwo/VuHi4\ns7fbVo19lu+Qfvum6Ai6Rsd9SnUaV7odSalFXBxoV3o8FQvR5xCdRzv9F6ej59HhHXmJkT+9d8LW\nz29zXcerjVfXoru40mVq/Xkjnasfytg6O+6eJ2qv2ve/kT/DAK2Cb7QBAAAAAEgQF9oAAAAAACSI\n6Dhahsag7vnSTZHzrPjcWlt//NMuRq6dxsekS3m4ofVHPnmJrb/3L7dErruZaLw6L/FJXxRcY+Ta\nEbxWdN26TRphjxeLL7/8SjuNB6OkofXJhE03fdFEqXWX73p0FK9mHXEi7L5lVht/j7OtdGRvH8G4\nuEwvuulzdJ5A7ebv7uywdWHUnQO27hi29b6d+6ve3iP6tmyzdf/K6Hl85zKNi/fd9bL7RdENu9Jl\n+mLk/Rojv+cl94CFx7h6aE/0xqEqvve/WT+PAK2Ib7QBAAAAAEgQF9oAAAAAACSI6Dhaki86pZHy\nM1ddbusp6VLeIVnAH9/nuoyHnX/ROlvfedv6sutOikb+fJHWYijL7OvArbPlfflqoc9NO4LX6jnr\nc71s3bW21qh/pS5Y4yLv2oG80ufg68xeSj0jyLoujUHr8/R1G57JOnx8Me84kVbfcmayv8VZrtJ1\n+OYhUt4aAh395cBOy/S8zDItw0Z0yI3O3yHx8u6Mi5Rnn3606u2NojFi5YuUB+Y574Syy9Hjxxsj\nX1F+e5Ac7TpeahgBUXJg9vCNNgAAAAAACeJCGwAAAACABBEdR0vyxUTXrHXdqocmXHfxfMFFkSdz\n/liyRrDqGRevVDgq7ut8rVZdcqWt48Tia/Gcw++bxsU12u6Lwms3YB99rC9GrnzPM258Xfe5ajR6\nF+xKI+IqznCIavmi4HG2zzdPNZ3Tm9VMOr7rMZDuaOx/3+9Mu+3Tvwud07LdnmM/ECOf4+YfHs8m\nuIWVqSbCXVUc3RNrRnX0dfVNb7TPI5hdMxkixj6UnMb+iwcAAAAAQJPhQhsAAAAAgAQRHUdL8sVe\nfBFqjUoPjOWqWsds0ZijRhjDfF2nNXZdNOU7kNdC+DXduP46W198hYuf+hukl99uX7xcY+T6Wvqi\n86U6luvrGujsLsutNELbTBHkpI6NajuN+yS1rEo7pzeTaoYChOl5t5n2Y98xGjz/uGNah5NsGx61\n9a49o6aVBKLgi4939dSYq8eH6rdBMH33Ddi6/5zg+afRPqug9vRv0I0vu/f/9964zNadcjeEX23d\nHXj8lSb6LgOoHN9oAwAAAACQIC60AQAAAABIENFxtBVfBEbjwX9xwRWRtTHGfO32DWWXVU9FyTBq\nXHzzxusD8/m21ReF1ih9nA7k9VD058XdPDJLqnwD8sA8gcfGeHCp56+/u3WDi81eeOlVUbMn1ok5\nTmdyX4fvcFQ4TsS3VtHuZufrcK4aJUKdZETcJ87roXSYiB6KOuwjzjGqQzXCKj3mdN1pWXe+4ObR\nc0inLD8jEc2Wc3DnbG9B29LjSuPinIvbky8uftJJS2z98G1bIh/7R5/5dHBCvJuqIAa+0QYAAAAA\nIEFcaAMAAAAAkCCi40DIgrnusAh3qNZIo0aC6xnV0nVpV+7Vl12d2Do0lhknsl0P+Sq2Ix0jZqqz\nSPPgQDdyjdfHpXFxfQpax4l8xxHnsaXi4tWsr5oYuS9anNTyZ5Ovy3+91SMiHkecTu2BY1GGxKQ1\ngS3HaHHazaMdzld8bq13O+bIuX1ep1twZ9rXaTz6/KPnSt3udMot5+TXLrT1wQ/+ua33bN/jlv/c\n495tBY7Qju/9K930ZjonIjl63ux7ZL6t3/nH7pzz2D/9c9nlhOc5Y+XyBLYOxvCNNgAAAAAAieJC\nGwAAAACABBEdB0wwdvXlm+PFgxs5qqVxZ2OCkec4HcjvuOVGW2vX8Uahz8fXyTsc+7fTPVHPQETV\nEzXXeL5vOWG6XJ1Phx7UWq06XCcV8/Z1Qo8zfyMfh2Glum/Xugt5kkMGquGLz69Ze03k9HSHDGMJ\nDL1wP/iG8dzzpZu82/GBcy6y9dL5XbbWoUO+GLke++lpV+v8J8zvcet64+LI5Tzdk7H180THEUM/\nkV54LDrmKFu/9OIBW592/gpbP37nPbZ+wyfOsvXeXYOBZfX/csrWfaY5/942Cr7RBgAAAAAgQVxo\nAwAAAACQIKLjQEijRGN8EUvf9mmc0TRIp/Bq6XP1xcX9T1Uj2+W7jmtEtVLa6diYcAy4aMq5bN21\nttZYr8Zp0x3J/LtotbFhXyy8Fl3HlS9aXer5NMqxfESlEfmZaMSu7fq89c4NPno86bGhcfFK74bw\njtMvCPw8mStKXbB1b7f7WKSr0NNroLu4HJfplFvmPFnOKYvmuXWd7BaaL7j5h97zEVvv/8n3vM8D\nOIIO5ND3+q8l4t33kBuWcu0pL9j67MDQgyddudB4sT9Vh2+0AQAAAABIEBfaAAAAAAAkiOg40EDi\nREt90dBs3sUQNWZtTHVR3jtvWz/j5dSKPlel26qd1zVyqie9VId2Di/fpbxaGonV13Lj+usip4cj\n6UdUEzuuVWQ5qX3Dt5xKI+Xhx9Rz3/UN+4j72lca7691x/KZ8MXF43Tb9x0bGiPf6Ok07tOTDn7c\n6c647xm0W3ggFh7r2Jdzi8TIezo7bL2sx3U1f8Nid+7afUzW1k92uqgn4BOMi7sYcKP8bcbs0X2g\nv8pO4b6/Yagc32gDAAAAAJAgLrQBAAAAAEgQ0XGgyfhiordWGKWMazYjaRpf+tTqdbbWiLjydSn3\n0UhroKtwhXHxaqO7vtdYp+troR2XK93WmUSwG02cLuXh+Wqt0o7i1W53nGjfbHYg1+UmdW6qZhjH\n/O5QdFyi3dppXOPfvvX5Op4Hu5G7H7ozsq7OtEx36+rqcvMAldLzATFyVLoPhP+erLrkSlvfccuN\nM14u+EYbAAAAAIBEcaENAAAAAECCiI4DaBjh+NL5F0XHxePEl3zzzGY3zdWXXW3rzRuvt3WlcSyN\ntGqMVTs0++LLvghxkuLEGCuNOsaJ19dbpftSvhDdLd+Y6u4MECcKPlsdjSJmlgAAIABJREFU2Ktd\nX6XP06c3HB2X2LZ2F4+TTg9EyuUt1TsXzJFaY+RdKRcRzxfcsZvLyYKOOcXVe54vv0FoHxnXwb7v\nrpdt3X/eCbOxNQ2F+Hxl9PU6c9Xlgd8RF08O32gDAAAAAJAgLrQBAAAAAEgQ0XHERiyn8ZSKojYL\nX2dxYyqPi1ca5a2iifGMVBoXr7STtfJ1nFYz6TQeJ3pezTyNeG7x7VdxXj89RjfdNHt3BmjE17VS\n1TwHjYobY0xnWqLjHdHfOeh7p7FwXzdynS5p8cC6uqReNNd9BFuyZK6tB489ztZjRMehclOzvQUN\nRc/NehcRvdOBaoXzYDV8f8teOThe5y1pH3yjDQAAAABAgrjQBgAAAAAgQVxoAwAAAACQIMZoI7Z2\nH9tSD75b2ehYUL2dk5TmwkuvsvWXb77Bu9xGo9t29+b13t/56JgjfQ184y51eGWccZfVijMut5ox\nwHpLL11+PW5j5tu+Rr/dVByVjo+Pc6u0Rnye8Pdq0POrMfJDjNYYev5JzXEP6JKx4sfNz9j6ba9f\n6h4r47i3Zt9t6+zTj5ZfMVqb3N7LdM2bve2YRXpuXnXJlbYeGM3a+vTzLrV1T6e7pd69X9lg63Y5\nH+vr9Y7TL7D10wdGbP3r/cN13aZ2wjfaAAAAAAAkiAttAAAAAAASRHQcaDLFaYmOB7ONTS9ulMt3\nSw9fLHw2xbnVlT6HdL3vOXZYqejzTG4DVk5Ssb1wRL6a5caJi/tep3aJITaraoeG5AvuXJuSryj0\neA2ef2QeuddXd8bFWH9vyQI3Pe2mH7ug09ZTUwVb/2bfruBG7X853sajZfSvOD5y+hceP9rWf2uS\nOyc2Cj03r77salvvHpq09WTODdGYls9JOr3d/Xqfi4s//rKLixemg58lP/mR82397PfutHUr7Ev1\nxjfaAAAAAAAkiAttAAAAAAASRHQcJWlcp1aRkXqsoxn5OpCvWXtN1OyBqLR23zYm2IW8WV9j3U/i\nvAbF6cpi9cVC+fl9nczjumzdtbbOF6OHABQ1fmrKx111mdqBvFJx4+G+6HQt4uU+pSLecbp/+1T6\nHJr1WGpHcYeSxBmNExiyE4iOu1rPFemUi652SkfxhT2u6/gpqV7ZBrf8J5a5ztLPLTsusB1ZouNt\np2/LNlv3r1xu6789ba+tW/28NDyRs7XGwkcn87aeKrohFz1pd6nz8U+7buTf+eebbd3qr9kRj700\nZOvfPD9g6/DQmn9fPNfWy2q/WS2Nb7QBAAAAAEgQF9oAAAAAACSI6DhKqkecpl0iO9XQ12jTTV+0\ntUao8yWizxol1xi5bx2NIqm4uL5mKhyxP8L3GindnplEyjV+unnj9WXn98Wa856sa5yhB9VG4WeL\n77mF1SLO7ovqN+LxAyfcdFzPG9l8dFdiPT40WhkY6iHnnEBcXJajcfFCdOo8sD2Lxl3X8UW9rj7+\nRNdZ2hhjdpp3u+fw9KORzwGtyxcjbycHxqdsPTjlIuXZQnR0vNBid2rx0c9Or5cO4l970E3fvs0N\nN+jq6Qo8fvvBxbb2RcfDd/w4gr+FQc35KQsAAAAAgAbFhTYAAAAAAAkiOo6SfNEQNZOYCJ3Gk+FL\nQZXqsBsnLj1b70l4f9OYrgp3yDxCO4fHSYhpZNS3TN9roXH08Hb6lqXT46xPX498wW1rNek3fc6+\nSH0pvtdDI9yzeUzXuvu5731D8/IdT3rMVTrMQvcTfWyHHH8Fz/zzM64b+Ttft8DNHxoetFg6A2+V\n6cTI0cr0WOlKddh62+Bw5Pzzu1w38rwM9fjAORfZ+kf33WbrVvtM+tTeUVu/9OIBW4/t3mXrzIkn\nBB4ztzP68lA/k1ywxn2WnMy5s9k9X7rJ1q32Ws4E32gDAAAAAJAgLrQBAAAAAEgQ0XHE9rEVa2yt\nMRGN3ChfBNYYYz61ep2t7968PvIxKC+QYpUfbt0QLxLsi5HXs5tknM7icWkEVF+DUvviEXfccmPk\n/LWSrjCC7Osqrx3L42y3LwLbKsdeNXFftK5Sw2n0UPQPx5F5Yi436rG+4SNpWe+iHomOH+Oi493p\n4Lp+JBu71QCHhP/GtcK5XZ+DRpPff7aLfy/rcZc0vzswaet8wcXLe9IuRr5jZMLWp593qa2/ddfN\nkettVq8Mus7sXd3SXbx7ni07uzv1IebN279ra99rcPum8ndnAd9oAwAAAACQKC60AQAAAABIENFx\nxKZx8YGJrK3fe9bqyPl//I3Ntv7QX14c+N30dBVtk2FpzLEYsxW1xoC007jGyH2L0qhQNZEqjbb5\nOouHFXWfKUZP19dAO2L6tvvO28oPW4jTeX8mfN2rdX0XX+Gi9Prc4sTFdTm+Ttw6XbuGl1quT1IR\nO98dCXzvw9mfuTzw886DLjK4pNfF4Xq7k/lz1yjd1VGevj96zBhjzOrLrra1xr99Izp06EY1ned1\nXTp8ZI5M1321OO2inoNTucCy5s91EfNFy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ACABJFJajO+6MbXbt9g67M/c3m9NgdNptLo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AAAAA8Ijo+Dixcc0oUd3ysu2i13Se1o13mLh4lXYXlxnztW7fkdV6AUwcdn9y5y9ucPVFX70m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\nsca2pX2HK5s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"text": [
"<matplotlib.figure.Figure at 0x1079a5c50>"
]
}
],
"prompt_number": 33
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"SAVEOUT = True\n",
"\n",
"f, ax = plt.subplots(figsize=(20, 30))\n",
"plt1 = ax.pcolormesh(nsdic._XY[0], nsdic._XY[1], np.flipud(icedat), cmap=\"Blues_r\", vmin=0, vmax=100)\n",
"plt2 = ax.pcolormesh(nsdic._XY[0], nsdic._XY[1], np.flipud(maskdat), vmin=251, vmax=255, cmap=customcmap)\n",
"plt.colorbar(plt1, orientation='horizontal', pad = 0.03, shrink=0.83)\n",
"plt.title(\"Sea ice concentration %s\" % fn2date(testpath))\n",
"im = ax.axis('image')\n",
"\n",
"if SAVEOUT:\n",
" outfn = \"NStere%s_pcol_overview.png\" % fn2date(testpath)\n",
" outpath = os.path.join(outdir, outfn)\n",
" plt.savefig(outpath, dpi=100, bbox_inches='tight')"
],
"language": "python",
"metadata": {},
"outputs": [
{
"metadata": {},
"output_type": "display_data",
"png": 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tu2Xcjoj7m/j14+XcXujBSUImiWOfKJ4cICIi6mWRlhj05PVkhn4DCo+5TzKX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\n/G9FiIgSVfP1iq4/V1SmOgp5VGdnp/6jlNJ/AIS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o84MVZiQoIqetkwJuPYs3/itI4RBb4cyCLlMdfH/++h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"text": [
"<matplotlib.figure.Figure at 0x10a3a9b10>"
]
}
],
"prompt_number": 127
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The whole dataset can also be plotted on a map. For this, we use the latitude and longitude values corresponding to the projected coordinates, and the Matplotlib Basemap toolkit to transform them back to a suitable projected coordinate system, for example, polar stereographic projection. "
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"Lon, Lat = nsdic.Lon, nsdic.Lat"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 23
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"SAVEOUT = False\n",
"\n",
"water='paleturquoise'\n",
"earth='cornsilk'\n",
"\n",
"fig = plt.figure(figsize=(18, 18))\n",
"plt.title(\"Sea ice concentration, %s\" % fn2date(testpath))\n",
"m = Basemap(projection='npstere', boundinglat=50, lon_0=-135, lat_ts=70, resolution='i')\n",
"x, y = m(Lon, Lat)\n",
"implt = m.pcolormesh(x, y, np.flipud(icedat), cmap=\"Blues_r\", vmin=0, vmax=100, edgecolor='none')\n",
"implt2 = m.pcolormesh(x, y, np.flipud(maskdat), vmin=251, vmax=255, cmap=customcmap)\n",
"m.drawcountries()\n",
"m.fillcontinents(lake_color=water, color=earth)\n",
"m.drawcoastlines(zorder=10)\n",
"m.drawmeridians(np.arange(-180, 180, 10))\n",
"m.drawparallels(np.arange(30, 80, 10))\n",
"plt.colorbar(implt, orientation='horizontal', pad=0.05, shrink=0.8)\n",
"if SAVEOUT:\n",
" outfn = \"testmap_NStere20120131_pcol.png\"\n",
" outpath = os.path.join(outdir, outfn)\n",
" plt.savefig(outpath, dpi=200, bbox_inches='tight')"
],
"language": "python",
"metadata": {},
"outputs": [
{
"metadata": {},
"output_type": "display_data",
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