{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": false }, "outputs": [], "source": [ "from em_examples.DCWidgetPlate_2D import plate_app\n", "from IPython.display import display\n", "%matplotlib inline" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Purpose \n", "\n", "For a direct current resistivity (DCR) survey, currents are injected into the earth, and flow. \n", "Depending upon the subsurface conductivity structures current flow in the earth will be distorted and charges will accumulate on interfaces between regions of different conductivites. These changes can be measurable at the sufurface electrodes. \n", "\n", "Here, we focus on a plate target embedded in a halfspace, and investigate what is happening in the earth when static currents are injected. Different from the sphere case, which is symmetric, \"coupling\" between the Tx, target (conductor or resistor), and Rx will be significanlty different with various scenarios and geometries. \n", "Using this app we can investigate what effect different targets and survey geometries have on the currents, electric fields, potentials, charges, and sensitivities." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Set up\n", "\n", "" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Questions\n", "\n", "- Is the potential difference measured by a dipole over a conductive (/resisitive) target higher or lower compared to the half-space reference?\n", "- how do the field lines bend in presence of a conductive (/resistive) target?\n", "- Compared to the positive and negative sources (A and B), how are oriented the positive and negative accumulated charges around a conductive (/resistive) target?\n", "- How would you describe the secondary fields pattern? Does it remind you one fundamental object of electromagnetics?" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Plate app\n", "\n", "## Parameters:\n", "\n", " - **survey**: Type of survey\n", " - **A**: (+) Current electrode location\n", " - **B**: (-) Current electrode location\n", " - **M**: (+) Potential electrode location\n", " - **N**: (-) Potential electrode location\n", " - **dx**: width of plate\n", " - **dz**: height/thickness of plate\n", " - **xc**: x location of plate center\n", " - **zc**: z location of plate center\n", " - **$\\theta$**: rotation angle of plate from the horizontal\n", " - **$\\rho_1$**: Resistivity of the halfspace\n", " - **$\\rho_2$**: Resistivity of the plate\n", " - **Field**: Field to visualize\n", " - **Type**: which part of the field\n", " - **Scale**: Linear or Log Scale visualization" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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0QtJXUuli7e9LesUwjBsNw+gu6QNJG0zT3FLV38ddxZ6L1UPzH1L61+myOW16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\nX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jn26FscO+nMU3Lymaes8/YAAACMwXsuvDSXXXjpLY7dsP/GHVrN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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "app = plate_app();\n", "display(app)" ] }, { "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": { "c46b63f079c44885be1aaa6c6c883394": { "views": [ { "cell_index": 5 } ] } }, "version": "1.2.0" } }, "nbformat": 4, "nbformat_minor": 0 }