{ "cells": [ { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "from em_examples.MT import MT1D_app\n", "from IPython.display import display\n", "%matplotlib inline" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Magnetotelluric: 1 to 3 layers forward Modelling" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Here you can visualize Magnetotelluric (MT) response of a layered earth, up to 3 layers in this interactive notebook.\n", "- **fmin**: smallest measured frequency (Hz) \n", "- **fmax**: highest measured frequency (Hz)\n", "- **nbdata**: number of data points evenly spaced between **fmin** and **fmax** \n", "- **h** (i): thickness of the layer i. Put it to zero to remove one layer\n", "- **$\\rho_i$**: electrical resistivity of the layer i, in ohm-m\n", "- **$\\varepsilon_i$**: relative dielectric permittivity $\\varepsilon_r$ of the layer i\n", "- **$\\mu_i$**: relative magnetic permittivity $\\mu_r$ of the layer i\n", "- **Plot Envelope fields**: If activated (might be slow), plot the envelope of the E and H field for a given frequency (see fenvelope)\n", "- **F**: plot the envelope for of the waves at 'F' Hz" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "scrolled": false }, "outputs": [ { "data": { "image/png": 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InXHs2DGdeuqpaZeRGVnLc6tFnhutLdFof7Oylmk36KVMGy1c3i16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\nefM6HTdw4ECNGDFChx56aIErLKzI5/nMM8/ooIM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Ca6S+ZBd78iRdP3ifJWluK8iIiIiIhIrRILD7t03KXq3D5d9sFin6Ma/8b4OpdgSiw87LX195tM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2NvZ5/FlnncXixYt73NbW1kZjYyPr16/vcXsmk+lzCvi6detobGzk/vvv73H7pZdeysKFC3vc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\nM4fUT77nWb5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IC2MzZ87k5ptv5txzz2XNmjX853/+JwcddBDf+MY3+lw+abB+LrnkEurr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\nenaaln1KymeoE1yFTpyZb7755pt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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "app = MT1D_app()\n", "display(app)" ] } ], "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": "2.7.13" }, "widgets": { "state": { "edab05a8629541f0ba6b6f254516fa0a": { "views": [ { "cell_index": 3 } ] } }, "version": "1.2.0" } }, "nbformat": 4, "nbformat_minor": 1 }