{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# GMT/Python demo\n", "\n", "Demo of the [gmt-python](https://github.com/GenericMappingTools/gmt-python) package for Scipy 2017.\n", "\n", "Try to recreate a few plots from the [GMT Tutorial](http://gmt.soest.hawaii.edu/doc/latest/GMT_Tutorial.html)." ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": true }, "outputs": [], "source": [ "import gmt" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Importing the module starts a mordern mode session. So there is no need to call `gmt begin` and `gmt end`.\n", "\n", "GMT creates a temporary directory where everything is stored." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[0m\u001b[01;34m/tmp/gmt6.26664\u001b[0m/\r\n" ] } ], "source": [ "ls -d /tmp/gmt*" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Start a new figure." ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": true }, "outputs": [], "source": [ "gmt.figure()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Copy and modify some code from the tutorial:\n", "\n", " gmt pscoast -R-90/-70/0/20 -JM6i -P -Ba -Gchocolate > GMT_tut_3.ps" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": true }, "outputs": [], "source": [ "gmt.pscoast(R='-90/-70/0/20', J=\"M6i\", G='chocolate', B='a', P=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "View the plot in the notebook:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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Sd3vUnkPnWdUmz0TB6BJ0oXdorvp91y6bov19gLfu8FCyoxMRSQdTI7rrJD0Q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\nWTONYBjRMwogFoRRAH3ju3Z2XVppcmhRnfVgTioKoIVx6bDjBdaEdLR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"text/plain": [ "" ] }, "metadata": { "image/png": { "width": 500 } }, "output_type": "display_data" } ], "source": [ "gmt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Use aliases for the command-line arguments." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Help on function pscoast in module gmt.ps_modules:\n", "\n", "pscoast(**kwargs)\n", " Plot continents, shorelines, rivers, and borders on maps\n", " \n", " Plots grayshaded, colored, or textured land-masses [or water-masses] on\n", " maps and [optionally] draws coastlines, rivers, and political boundaries.\n", " Alternatively, it can (1) issue clip paths that will contain all land or\n", " all water areas, or (2) dump the data to an ASCII table. The data files\n", " come in 5 different resolutions: (**f**)ull, (**h**)igh,\n", " (**i**)ntermediate, (**l**)ow, and (**c**)rude. The full resolution files\n", " amount to more than 55 Mb of data and provide great detail; for maps of\n", " larger geographical extent it is more economical to use one of the other\n", " resolutions. If the user selects to paint the land-areas and does not\n", " specify fill of water-areas then the latter will be transparent (i.e.,\n", " earlier graphics drawn in those areas will not be overwritten). Likewise,\n", " if the water-areas are painted and no land fill is set then the land-areas\n", " will be transparent.\n", " \n", " A map projection must be supplied.\n", " \n", " Full option list at http://gmt.soest.hawaii.edu/doc/latest/pscoast.html\n", " \n", " **Aliases:**\n", " \n", " - A = area_thresh\n", " - B = frame\n", " - D = resolution\n", " - G = land\n", " - I = rivers\n", " - J = projection\n", " - N = borders\n", " - P = portrait\n", " - R = region\n", " - S = water\n", " - W = shorelines\n", " \n", " Parameters\n", " ----------\n", " J : str\n", " *Required if this is the first plot command*.\n", " Select map projection.\n", " R : str or list\n", " *Required if this is the first plot command*.\n", " ``'xmin/xmax/ymin/ymax[+r][+uunit]'``.\n", " Specify the region of interest.\n", " A : int, float, or str\n", " ``'min_area[/min_level/max_level][+ag|i|s|S][+r|l][+ppercent]'``\n", " Features with an area smaller than min_area in km^2 or of hierarchical\n", " level that is lower than min_level or higher than max_level will not be\n", " plotted.\n", " B : str\n", " Set map boundary frame and axes attributes.\n", " C : str\n", " Set the shade, color, or pattern for lakes and river-lakes.\n", " D : str\n", " Selects the resolution of the data set to use ((f)ull, (h)igh,\n", " (i)ntermediate, (l)ow, and (c)rude).\n", " G : str\n", " Select filling or clipping of “dry” areas.\n", " I : str\n", " ``'river[/pen]'``\n", " Draw rivers. Specify the type of rivers and [optionally] append pen\n", " attributes.\n", " N : str\n", " ``'border[/pen]'``\n", " Draw political boundaries. Specify the type of boundary and\n", " [optionally] append pen attributes\n", " S : str\n", " Select filling or clipping of “wet” areas.\n", " U : bool or str\n", " Draw GMT time stamp logo on plot.\n", " W : str\n", " ``'[level/]pen'``\n", " Draw shorelines [Default is no shorelines]. Append pen attributes.\n", "\n" ] } ], "source": [ "help(gmt.pscoast)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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Sd3vUnkPnWdUmz0TB6BJ0oXdorvp91y6bov19gLfu8FCyoxMRSQdTI7rrJD0Q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"text/plain": [ "" ] }, "metadata": { "image/png": { "width": 500 } }, "output_type": "display_data" } ], "source": [ "gmt.figure()\n", "gmt.pscoast(region='-90/-70/0/20', projection=\"M6i\", \n", " land='chocolate', frame='a', portrait=True)\n", "gmt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We automatically convert some arguments for you.\n", "\n", "Let's look at another command:\n", " \n", " gmt pscoast -R-130/-70/24/52 -JB-100/35/33/45/6i -Ba -B+t\"Conic Projection\" -N1/thickest -N2/thinnest -A500 -Ggray -Wthinnest -P > GMT_tut_4.ps" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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1kLli+5AwUQITLkM6Jm0DqFl8KigxsRVDv4KBYZLOQDGMIzT+jL60GY7MAyX2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\nY04vq583aI+AK+j7kCv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"text/plain": [ "" ] }, "metadata": { "image/png": { "width": 500 } }, "output_type": "display_data" } ], "source": [ "gmt.figure()\n", "gmt.pscoast(region=[-130, -70, 24, 52], projection=\"B-100/35/33/45/6i\", \n", " land='gray', frame='a', portrait=True, shorelines='thinnest',\n", " borders='1/thickest', area_thresh=500)\n", "gmt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Lets plot some data!\n", "\n", "This example will not work entirely yet:\n", "\n", " gmt makecpt -Cred,green,blue -T0,70,300,10000 > quakes.cpt\n", " gmt pscoast -R130/150/35/50 -JM6i -B5 -P -Ggray -K > GMT_tut_9.ps\n", " gmt psxy -R -J -O @tut_quakes.ngdc -Wfaint -i4,3,5,6s0.1 -h3 -Scc -Cquakes.cpt >> GMT_tut_9.ps" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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jGaQDz90A9nieV3Vdt6JXxM9v8aVEo6pomuZk3INIM8/zul3MyGCUiDZgMJpB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\nCLH0fOB3LwJPXG6tr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"text/plain": [ "" ] }, "metadata": { "image/png": { "width": 500 } }, "output_type": "display_data" } ], "source": [ "gmt.figure()\n", "gmt.pscoast(region=[130, 150, 35, 50], projection='M6i', frame=5, portrait=True, land='gray')\n", "gmt.psxy(data='@tut_quakes.ngdc', pen='faint', i='4,3', style='c0.2c', color='blue')\n", "gmt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Save the figure to file:" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "collapsed": true }, "outputs": [], "source": [ "gmt.psconvert(prefix='my_figure', fmt='g', crop=True)" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[0m\u001b[01;35mmy_figure.png\u001b[0m\r\n" ] } ], "source": [ "ls *.png" ] } ], "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": "3.6.1" } }, "nbformat": 4, "nbformat_minor": 2 }