{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": false }, "outputs": [], "source": [ "from em_examples.DCWidget import *\n", "from IPython.display import display" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Building Pseudosections \n", "\n", "2D profiles are often plotted as pseudo-sections by extending $45^{\\circ}$ lines downwards from the A-B and M-N midpoints and plotting the corresponding $\\Delta V_{MN}$, $\\rho_a$, or misfit value at the intersection of these lines as shown below. For pole-dipole or dipole-pole surveys the $45^{\\circ}$ line is simply extended from the location of the pole. By using this method of plotting, the long offset electrodes plot deeper than those with short offsets. This provides a rough idea of the region sampled by each data point, but the vertical axis of a pseudo-section is not a true depth.\n", "\n", "In the widget below the red dot marks the midpoint of the current dipole or the location of the A electrode location in a pole-dipole array while the green dots mark the midpoints of the potential dipoles or M electrode locations in a dipole-pole array. The blue dots then mark the location in the pseudo-section where the lines from Tx and Rx midpoints intersect and the data is plotted. By stepping through the Tx (current electrode pairs) using the slider you can see how the pseudo section is built up.\n", "\n", "The figures shown below show how the points in a pseudo-section are plotted for pole-dipole, dipole-pole, and dipole-dipole arrays. The color coding of the dots match those shown in the widget.\n", "
\n", "
\n", "\n", " \n", "
Basic skematic for a uniformly spaced pole-dipole array.\n", "
\n", "
\n", "
\n", "\n", " \n", "
Basic skematic for a uniformly spaced dipole-pole array. \n", "
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\n", "
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Basic skematic for a uniformly spaced dipole-dipole array.\n", "
\n" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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PZ75161amT5+e5ETxWbx4Md98843rGDWaPn06W7dudR2jRpMnT/Z6CvlQKMSU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\npINJE899NppmjO6VUZVMAR8lnRrWqatIp4+dCbw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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stderr", "output_type": "stream", "text": [ "Widget Javascript not detected. It may not be installed properly. Did you enable the widgetsnbextension? If not, then run \"jupyter nbextension enable --py --sys-prefix widgetsnbextension\"\n" ] } ], "source": [ "out = MidpointPseudoSectionWidget()\n", "display(out)" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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l9/nJRRfRU+m6iJ5K10X01Isu/x7y2Sxt20M+u09uwvFs4GTgWFJb9XWk0PH5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bv6v+Rq3AZw8phyUg8KBsMcCHdKQ7dZ4OhyyD0BhyZAwMC6v+CrjeEVMOqoOcMM1O15DpAJkY3A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\nJmQi0hP4Erfk2ROquj2f8p1EJD7AoTre1jfZW8785kDJ2XKSmh0TfIvIfUC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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "out = DC2DPseudoWidget()\n", "display(out)" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": true }, "outputs": [], "source": [] } ], "metadata": { "anaconda-cloud": {}, "kernelspec": { "display_name": "Python [default]", "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": "2.7.12" }, "widgets": { "state": { "6e3f6835704641c7a49dfd241e063265": { "views": [ { "cell_index": 3 } ] }, "8be2bc831de14196a3a3189fddb922bb": { "views": [ { "cell_index": 2 } ] } }, "version": "1.2.0" } }, "nbformat": 4, "nbformat_minor": 1 }