{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Forward modelling\n", "In this tutorial, we will see how to use pyR2 API to do forward modelling." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "API path = /media/jkl/data/phd/resipy/src/resipy\n", "ResIPy version = 3.4.6\n", "cR2.exe found and up to date.\n", "R3t.exe found and up to date.\n", "cR3t.exe found and up to date.\n" ] } ], "source": [ "import warnings\n", "warnings.filterwarnings('ignore')\n", "import os\n", "import sys\n", "sys.path.append((os.path.relpath('../src'))) # add here the relative path of the API folder\n", "\n", "import numpy as np # numpy for electrode generation\n", "from resipy import Project" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Working directory is: /media/jkl/data/phd/resipy/src/resipy\n", "clearing dirname\n" ] } ], "source": [ "k = Project(typ='R2') # create R2 object" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "First we need to design some electrodes. We will use numpy functions for this." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " label x y z remote buried\n", "0 1 0.0 0.0 0.0 False False\n", "1 2 0.5 0.0 0.0 False False\n", "2 3 1.0 0.0 0.0 False False\n", "3 4 1.5 0.0 0.0 False False\n", "4 5 2.0 0.0 0.0 False False\n", "5 6 2.5 0.0 0.0 False False\n", "6 7 3.0 0.0 0.0 False False\n", "7 8 3.5 0.0 0.0 False False\n", "8 9 4.0 0.0 0.0 False False\n", "9 10 4.5 0.0 0.0 False False\n", "10 11 5.0 0.0 0.0 False False\n", "11 12 5.5 0.0 0.0 False False\n", "12 13 6.0 0.0 0.0 False False\n", "13 14 6.5 0.0 0.0 False False\n", "14 15 7.0 0.0 0.0 False False\n", "15 16 7.5 0.0 0.0 False False\n", "16 17 8.0 0.0 0.0 False False\n", "17 18 8.5 0.0 0.0 False False\n", "18 19 9.0 0.0 0.0 False False\n", "19 20 9.5 0.0 0.0 False False\n", "20 21 10.0 0.0 0.0 False False\n", "21 22 10.5 0.0 0.0 False False\n", "22 23 11.0 0.0 0.0 False False\n", "23 24 11.5 0.0 0.0 False False\n" ] } ], "source": [ "elec = np.zeros((24,3))\n", "elec[:,0] = np.arange(0, 24*0.5, 0.5) # with 0.5 m spacing and 24 electrodes\n", "k.setElec(elec)\n", "print(k.elec)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now let's create a mesh." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Creating triangular mesh...done (1887 elements)\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "k.createMesh(typ='trian', show_output=False, res0=200) # let's create the mesh based on these electrodes position\n", "k.showMesh()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Based on this mesh, we can defined regions and assign them conductivities. There is an interactive way to do it when working outside of the jupyter notebook in interactive mode or GUI. Here we will see the pure API based way to do it using `R2.addRegion()`." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Help on method addRegion in module resipy.Project:\n", "\n", "addRegion(xz, res0=100, phase0=1, blocky=False, fixed=False, ax=None, iplot=False) method of resipy.Project.Project instance\n", " Add region according to a polyline defined by `xz` and assign it\n", " the starting resistivity `res0`.\n", " \n", " Parameters\n", " ----------\n", " xz : array\n", " Array with two columns for the x and y coordinates.\n", " res0 : float, optional\n", " Resistivity values of the defined area.\n", " phase0 : float, optional\n", " Read only if you choose the cR2 option. Phase value of the defined\n", " area in mrad\n", " blocky : bool, optional\n", " If `True` the boundary of the region will be blocky if inversion\n", " is block inversion.\n", " fixed : bool, optional\n", " If `True`, the inversion will keep the starting resistivity of this\n", " region.\n", " ax : matplotlib.axes.Axes\n", " If not `None`, the region will be plotted against this axes.\n", " iplot : bool, optional\n", " If `True` , the updated mesh with the region will be plotted.\n", "\n" ] } ], "source": [ "help(k.addRegion) # to display the help of the method" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "k.addRegion(np.array([[2,-0.3],[2,-2],[3,-2],[3,-0.3],[2,-0.3]]), 50, iplot=True)\n", "# first specify the path of the region and then its resistivity value in Ohm.m" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We then need to define the sequence that we will use. We can easily create a dipole-dipole sequence using `R2.createSequence()` or import one using `R2.importSequence()`." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Help on method createSequence in module resipy.Project:\n", "\n", "createSequence(params=[('dpdp1', 1, 8)], seqIdx=None, *kwargs) method of resipy.Project.Project instance\n", " Creates a forward modelling sequence, see examples below for usage.\n", " \n", " Parameters\n", " ----------\n", " params : list of tuple, optional\n", " Each tuple is the form (, param1, param2, ...)\n", " Types of sequences available are : 'dpdp1','dpdp2','wenner_alpha',\n", " 'wenner_beta', 'wenner_gamma', 'schlum1', 'schlum2', 'multigrad',\n", " 'custSeq'.\n", " if 'custSeq' is chosen, param1 should be a string of file path to a .csv\n", " file containing a custom sequence with 4 columns (a, b, m, n) containing \n", " forward model sequence.\n", " seqIdx: list of array like, optional\n", " Each entry in list contains electrode indices (not label and string)\n", " for a given electrode string which is to be sequenced. The advantage\n", " of a list means that sequences can be of different lengths. \n", " \n", " Examples\n", " --------\n", " >>> k = Project()\n", " >>> k.setElec(np.c_[np.linspace(0,5.75, 24), np.zeros((24, 2))])\n", " >>> k.createMesh(typ='trian')\n", " >>> k.createSequence([('dpdp1', 1, 8), ('wenner_alpha', 1), ('wenner_alpha', 2)]) # dipole-dipole sequence\n", " >>> k.createSequence([('custSeq', '/sequence.csv')]) # importing a custom sequence\n", " >>> seqIdx = [[0,1,2,3],[4,5,6,7],[8,9,10,11,12]]\n", "\n" ] } ], "source": [ "help(k.createSequence) # don't hersitate to use the help to know more about each method" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "165 quadrupoles generated.\n", "[[ 1 2 3 4]\n", " [ 2 3 4 5]\n", " [ 3 4 5 6]\n", " [ 4 5 6 7]\n", " [ 5 6 7 8]\n", " [ 6 7 8 9]\n", " [ 7 8 9 10]\n", " [ 8 9 10 11]\n", " [ 9 10 11 12]\n", " [10 11 12 13]\n", " [11 12 13 14]\n", " [12 13 14 15]\n", " [13 14 15 16]\n", " [14 15 16 17]\n", " [15 16 17 18]\n", " [16 17 18 19]\n", " [17 18 19 20]\n", " [18 19 20 21]\n", " [19 20 21 22]\n", " [20 21 22 23]\n", " [21 22 23 24]\n", " [ 1 2 4 5]\n", " [ 2 3 5 6]\n", " [ 3 4 6 7]\n", " [ 4 5 7 8]\n", " [ 5 6 8 9]\n", " [ 6 7 9 10]\n", " [ 7 8 10 11]\n", " [ 8 9 11 12]\n", " [ 9 10 12 13]\n", " [10 11 13 14]\n", " [11 12 14 15]\n", " [12 13 15 16]\n", " [13 14 16 17]\n", " [14 15 17 18]\n", " [15 16 18 19]\n", " [16 17 19 20]\n", " [17 18 20 21]\n", " [18 19 21 22]\n", " [19 20 22 23]\n", " [20 21 23 24]\n", " [ 1 2 5 6]\n", " [ 2 3 6 7]\n", " [ 3 4 7 8]\n", " [ 4 5 8 9]\n", " [ 5 6 9 10]\n", " [ 6 7 10 11]\n", " [ 7 8 11 12]\n", " [ 8 9 12 13]\n", " [ 9 10 13 14]\n", " [10 11 14 15]\n", " [11 12 15 16]\n", " [12 13 16 17]\n", " [13 14 17 18]\n", " [14 15 18 19]\n", " [15 16 19 20]\n", " [16 17 20 21]\n", " [17 18 21 22]\n", " [18 19 22 23]\n", " [19 20 23 24]\n", " [ 1 2 6 7]\n", " [ 2 3 7 8]\n", " [ 3 4 8 9]\n", " [ 4 5 9 10]\n", " [ 5 6 10 11]\n", " [ 6 7 11 12]\n", " [ 7 8 12 13]\n", " [ 8 9 13 14]\n", " [ 9 10 14 15]\n", " [10 11 15 16]\n", " [11 12 16 17]\n", " [12 13 17 18]\n", " [13 14 18 19]\n", " [14 15 19 20]\n", " [15 16 20 21]\n", " [16 17 21 22]\n", " [17 18 22 23]\n", " [18 19 23 24]\n", " [ 1 2 7 8]\n", " [ 2 3 8 9]\n", " [ 3 4 9 10]\n", " [ 4 5 10 11]\n", " [ 5 6 11 12]\n", " [ 6 7 12 13]\n", " [ 7 8 13 14]\n", " [ 8 9 14 15]\n", " [ 9 10 15 16]\n", " [10 11 16 17]\n", " [11 12 17 18]\n", " [12 13 18 19]\n", " [13 14 19 20]\n", " [14 15 20 21]\n", " [15 16 21 22]\n", " [16 17 22 23]\n", " [17 18 23 24]\n", " [ 1 2 8 9]\n", " [ 2 3 9 10]\n", " [ 3 4 10 11]\n", " [ 4 5 11 12]\n", " [ 5 6 12 13]\n", " [ 6 7 13 14]\n", " [ 7 8 14 15]\n", " [ 8 9 15 16]\n", " [ 9 10 16 17]\n", " [10 11 17 18]\n", " [11 12 18 19]\n", " [12 13 19 20]\n", " [13 14 20 21]\n", " [14 15 21 22]\n", " [15 16 22 23]\n", " [16 17 23 24]\n", " [ 1 2 9 10]\n", " [ 2 3 10 11]\n", " [ 3 4 11 12]\n", " [ 4 5 12 13]\n", " [ 5 6 13 14]\n", " [ 6 7 14 15]\n", " [ 7 8 15 16]\n", " [ 8 9 16 17]\n", " [ 9 10 17 18]\n", " [10 11 18 19]\n", " [11 12 19 20]\n", " [12 13 20 21]\n", " [13 14 21 22]\n", " [14 15 22 23]\n", " [15 16 23 24]\n", " [ 1 2 10 11]\n", " [ 2 3 11 12]\n", " [ 3 4 12 13]\n", " [ 4 5 13 14]\n", " [ 5 6 14 15]\n", " [ 6 7 15 16]\n", " [ 7 8 16 17]\n", " [ 8 9 17 18]\n", " [ 9 10 18 19]\n", " [10 11 19 20]\n", " [11 12 20 21]\n", " [12 13 21 22]\n", " [13 14 22 23]\n", " [14 15 23 24]\n", " [ 1 2 11 12]\n", " [ 2 3 12 13]\n", " [ 3 4 13 14]\n", " [ 4 5 14 15]\n", " [ 5 6 15 16]\n", " [ 6 7 16 17]\n", " [ 7 8 17 18]\n", " [ 8 9 18 19]\n", " [ 9 10 19 20]\n", " [10 11 20 21]\n", " [11 12 21 22]\n", " [12 13 22 23]\n", " [13 14 23 24]\n", " [ 1 2 12 13]\n", " [ 2 3 13 14]\n", " [ 3 4 14 15]\n", " [ 4 5 15 16]\n", " [ 5 6 16 17]\n", " [ 6 7 17 18]\n", " [ 7 8 18 19]\n", " [ 8 9 19 20]\n", " [ 9 10 20 21]\n", " [10 11 21 22]\n", " [11 12 22 23]\n", " [12 13 23 24]]\n" ] } ], "source": [ "k.createSequence([('dpdp1', 1, 10)]) # create a dipole-dipole of diple spacing of 1 (=skip 0) with 10 levels\n", "print(k.sequence) # the sequence is stored inside the R2 object" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Then comes the forward modelling part itself. The forward modelling will run R2, cR2, ... in forward mode inside a `fwd` directory inside the working directory. The resulting apparent resistivity are then embeded inside a `Survey` object and directly available for inversion for instance." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Writing .in file and mesh.dat... done\n", "Writing protocol.dat... done\n", "Running forward model... \n", "\n", " >> R 2 R e s i s t i v i t y I n v e r s i o n v4.10 <<\n", "\n", " >> D a t e : 03 - 12 - 2023\n", " >> My beautiful survey \n", " >> F o r w a r d S o l u t i o n S e l e c t e d <<\n", " >> Determining storage needed for finite element conductance matrix\n", " >> Generating index array for finite element conductance matrix\n", " >> Reading start resistivity from resistivity.dat \n", "\n", " Measurements read: 165 Measurements rejected: 0\n", "\n", " >> Total Memory required is: 0.000 Gb\n", "0/165 reciprocal measurements found.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "All ok\n", "/media/jkl/data/phd/resipy/pyenv/lib/python3.10/site-packages/numpy/lib/function_base.py:2458: DeprecationWarning: Conversion of an array with ndim > 0 to a scalar is deprecated, and will error in future. Ensure you extract a single element from your array before performing this operation. (Deprecated NumPy 1.25.)\n", " res = asanyarray(outputs, dtype=otypes[0])\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Forward modelling done." ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "k.forward(noise=0.05, iplot=True) # forward modelling with 5 % noise added to the output" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can already see that the pseudo-section already show clearly the import on the region we defined. We can now invert these apparent resistivities. Inverting the forward models allow the user to see if the parameters of the surveys (the sequence and electrode spacing) were optimium to resolve the target. If needed he can change them and do the whole process again." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Writing .in file and protocol.dat... All non fixed parameters reset to 100 Ohm.m and 0 mrad, as the survey to be inverted is from a forward model.\n", "done\n", "\n", "--------------------- MAIN INVERSION ------------------\n", "\n", "\n", " >> R 2 R e s i s t i v i t y I n v e r s i o n v4.10 <<\n", "\n", " >> D a t e : 03 - 12 - 2023\n", " >> My beautiful survey \n", " >> I n v e r s e S o l u t i o n S e l e c t e d <<\n", " >> Determining storage needed for finite element conductance matrix\n", " >> Generating index array for finite element conductance matrix\n", " >> Reading start resistivity from res0.dat \n", " >> R e g u l a r i s e d T y p e <<\n", " >> L i n e a r F i l t e r <<\n", " >> L o g - D a t a I n v e r s i o n <<\n", " >> N o r m a l R e g u l a r i s a t i o n <<\n", " >> D a t a w e i g h t s w i l l b e m o d i f i e d <<\n", "\n", "\n", " Processing dataset 1\n", "\n", "\n", " Measurements read: 165 Measurements rejected: 0\n", " Geometric mean of apparent resistivities: 0.17448E+03\n", "\n", " >> Total Memory required is: 0.003 Gb\n", "\n", " Iteration 1\n", " Initial RMS Misfit: 23.61 Number of data ignored: 0\n", " Alpha: 1359.972 RMS Misfit: 3.12 Roughness: 0.995\n", " Alpha: 631.243 RMS Misfit: 2.18 Roughness: 1.872\n", " Alpha: 292.997 RMS Misfit: 1.48 Roughness: 2.993\n", " Alpha: 135.997 RMS Misfit: 1.23 Roughness: 4.157\n", " Alpha: 63.124 RMS Misfit: 1.31 Roughness: 5.331\n", " Step length set to 1.00000\n", " Final RMS Misfit: 1.23\n", " Attempted to update data weights and caused overshoot\n", " treating as converged\n", "\n", " Solution converged - Outputing results to file\n", "\n", " Calculating sensitivity map\n", "\n", "\n", " Processing dataset 2\n", "\n", "\n", " End of data: Terminating\n", "1/1 results parsed (1 ok; 0 failed)\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "All ok\n" ] } ], "source": [ "k.invert()" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "ERROR: No sensitivity attribute found\n" ] }, { "data": { "image/png": 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", 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "k.showResults(index=0) # show the initial model\n", "k.showResults(index=1, sens=False) # show the inverted model" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## In a nutshell" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Working directory is: /media/jkl/data/phd/resipy/src/resipy\n", "clearing dirname\n", "Creating triangular mesh...done (1887 elements)\n", "165 quadrupoles generated.\n", "Writing .in file and mesh.dat... done\n", "Writing protocol.dat... done\n", "Running forward model... \n", "\n", " >> R 2 R e s i s t i v i t y I n v e r s i o n v4.10 <<\n", "\n", " >> D a t e : 03 - 12 - 2023\n", " >> My beautiful survey \n", " >> F o r w a r d S o l u t i o n S e l e c t e d <<\n", " >> Determining storage needed for finite element conductance matrix\n", " >> Generating index array for finite element conductance matrix\n", " >> Reading start resistivity from resistivity.dat \n", "\n", " Measurements read: 165 Measurements rejected: 0\n", "\n", " >> Total Memory required is: 0.000 Gb\n", "0/165 reciprocal measurements found.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "All ok\n", "/media/jkl/data/phd/resipy/pyenv/lib/python3.10/site-packages/numpy/lib/function_base.py:2458: DeprecationWarning: Conversion of an array with ndim > 0 to a scalar is deprecated, and will error in future. Ensure you extract a single element from your array before performing this operation. (Deprecated NumPy 1.25.)\n", " res = asanyarray(outputs, dtype=otypes[0])\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Forward modelling done.Writing .in file and protocol.dat... All non fixed parameters reset to 100 Ohm.m and 0 mrad, as the survey to be inverted is from a forward model.\n", "done\n", "\n", "--------------------- MAIN INVERSION ------------------\n", "\n", "\n", " >> R 2 R e s i s t i v i t y I n v e r s i o n v4.10 <<\n", "\n", " >> D a t e : 03 - 12 - 2023\n", " >> My beautiful survey \n", " >> I n v e r s e S o l u t i o n S e l e c t e d <<\n", " >> Determining storage needed for finite element conductance matrix\n", " >> Generating index array for finite element conductance matrix\n", " >> Reading start resistivity from res0.dat \n", " >> R e g u l a r i s e d T y p e <<\n", " >> L i n e a r F i l t e r <<\n", " >> L o g - D a t a I n v e r s i o n <<\n", " >> N o r m a l R e g u l a r i s a t i o n <<\n", " >> D a t a w e i g h t s w i l l b e m o d i f i e d <<\n", "\n", "\n", " Processing dataset 1\n", "\n", "\n", " Measurements read: 165 Measurements rejected: 0\n", " Geometric mean of apparent resistivities: 0.93704E+02\n", "\n", " >> Total Memory required is: 0.003 Gb\n", "\n", " Iteration 1\n", " Initial RMS Misfit: 3.71 Number of data ignored: 0\n", " Alpha: 1109.630 RMS Misfit: 1.29 Roughness: 0.203\n", " Alpha: 515.045 RMS Misfit: 0.91 Roughness: 0.379\n", " Step length set to 1.00000\n", " Final RMS Misfit: 0.91\n", " Final RMS Misfit: 1.01\n", "\n", " Solution converged - Outputing results to file\n", "\n", " Calculating sensitivity map\n", "\n", "\n", " Processing dataset 2\n", "\n", "\n", " End of data: Terminating\n", "1/1 results parsed (1 ok; 0 failed)\n", "ERROR: No sensitivity attribute found\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "All ok\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "k = Project(typ='R2')\n", "\n", "# defining electrode array\n", "x = np.zeros((24, 3))\n", "x[:,0] = np.arange(0, 24*0.5, 0.5)\n", "k.setElec(elec)\n", "\n", "# creating mesh\n", "k.createMesh()\n", "\n", "# add region\n", "k.addRegion(np.array([[2,-0.3],[2,-2],[3,-2],[3,-0.3],[2,-0.3]]), 50)\n", "\n", "# define sequence\n", "k.createSequence([('dpdp1', 1, 10)])\n", "\n", "# forward modelling\n", "k.forward(noise=0.0)\n", "\n", "# inverse modelling based on forward results\n", "k.invert()\n", "\n", "# show the initial and recovered section\n", "k.showResults(index=0) # initial\n", "k.showResults(index=1, sens=False) # recovered\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.10.12" } }, "nbformat": 4, "nbformat_minor": 4 }