Estuary+Python
Python codes for data analysis
Horizontal
2015/10/22 Horizontal, ROMS NetCDF
(c) 2015-02-03 Teruhisa Okada
{ "cells": [ { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "Dataset(ncfile=Z:/roms/Apps/OB500_fennelP/NL12/ob500_avg.nc)\n", "\n", "print_time(which=all, name=ocean_time, tunit=seconds since 1968-05-23 09:00:00 GMT)\n", "2012-01-16 06:00:00 0\n", "2012-02-15 18:00:00 1\n", "2012-03-17 06:00:00 2\n", "2012-04-16 18:00:00 3\n", "2012-05-17 06:00:00 4\n", "2012-06-16 18:00:00 5\n", "2012-07-17 06:00:00 6\n", "2012-08-16 18:00:00 7\n", "2012-09-16 06:00:00 8\n", "2012-10-16 18:00:00 9\n", "2012-11-16 06:00:00 10\n", "2012-12-16 18:00:00 11\n", "\n", "print_varname(ndim=4)\n", "u v u_eastward v_northward w temp salt NO3 NH4 chlorophyll phytoplankton zooplankton LdetritusN SdetritusN oxygen PO4 LdetritusP SdetritusP rho AKv \n" ] } ], "source": [ "# (c) 2015 Teruhisa Okada\n", "\n", "% matplotlib inline\n", "\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import romspy\n", "\n", "ncfile = 'Z:/roms/Apps/OB500_fennelP/NL12/ob500_avg.nc'\n", "mapfile = 'Z:/Data/deg_OsakaBayMap_okada.bln'\n", "\n", "dia = romspy.hview.Dataset(ncfile, mapfile=mapfile)\n", "dia.print_time('all')\n", "dia.print_varname(ndim=4)" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "hview(vname=salt, time=7, k=20, interval=[20 21 22 23 24 25 26 27 28 29 30 31 32], fmt=%i, cff=1.0, cblabel=None, cmap=jet, grdfile=None, tunit=seconds since 1968-05-23 09:00:00 GMT)\n" ] }, { "data": { "image/png": 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RhWse5PJVf1q0aIG9vT0mJib0nr6Lp0knadW6CfHx8S/VJ39/fxYtWkRCQsLL35APHGke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s30WT8p5aIM9S9JKZ80+/87KWV1KWUVKeW7esqa6UDFiqdcxjoRzhPHMzgJbP/6a7777jujRXE5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\nSlZOzzRoB9CCBQvo2bMnrVq1Ys2aNUydOpXLg52pi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"text/plain": [ "<matplotlib.figure.Figure at 0x170d36a0>" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1,1,figsize=[8,7])\n", "\n", "dia.hview('salt', time=7, k=20, fmt='%i', interval=np.arange(20,33,1))\n", "#dia.savefig('hview_avg_salt_sur.png')\n", "dia.show()" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": true }, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 2", "language": "python", "name": "python2" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 2 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython2", "version": "2.7.10" } }, "nbformat": 4, "nbformat_minor": 0 }
2015/10/22 Horizontal
(c) 2015-01-13 Teruhisa Okada
{ "cells": [ { "cell_type": "code", "execution_count": 6, "metadata": { "collapsed": false }, "outputs": [], "source": [ "# (c) 2015 Teruhisa Okada\n", "\n", "%matplotlib inline\n", "\n", "import matplotlib.pyplot as plt\n", "import shapefile as sf\n", "\n", "def coastline(shpname):\n", " map = sf.Reader(shpname)\n", " meta = map.records()\n", " shapes = map.shapes()\n", " for n in range(len(meta)):\n", " lon = [px[0] for px in shapes[n].points]\n", " lat = [px[1] for px in shapes[n].points]\n", " plt.plot(lon, lat, 'k-',ms=2)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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kmJU8a2trJCUlwcLCAn5+ftDW1pZ0SKwUcVLFKr2YmBhIS0ujZs2axWrH0dER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\nAElFTkSuQmCC\n", "text/plain": [ "<matplotlib.figure.Figure at 0xcc7e9b0>" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(10,12))\n", "\n", "coastline('Z:/Dropbox/Maps/gm-jpn/gm-jpn-all_u_2/coastl_jpn')\n", "#coastline('/Users/teruhisa/Dropbox/Maps/gm-jpn/gm-jpn-all_u_2/inwatera_jpn')\n", "\n", "plt.xlim(139.60, 140.15)\n", "plt.ylim(35.15, 35.70)\n", "\n", "plt.savefig('coastline_tokyo.png', bbox_inches='tight', dpi=300)" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": true }, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 2", "language": "python", "name": "python2" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 2 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython2", "version": "2.7.10" } }, "nbformat": 4, "nbformat_minor": 0 }
(c) 2014-11-25 Teruhisa Okada
You need coastal line data file (deg_OsakaBayMap_okada.bln). We will post the file or format later.
matplotlib, osaka-bay, Python