{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Time-lapse 3D survey\n", "To invert time-lapse survey there are two modes: `reg_mode == 1` or `reg_mode == 2` (see R3t documentation).\n", "- `reg_mode == 1` is refered to as 'background constrained' inversion where the subsequente survey are penalized from departure from the reference survey.\n", "- `reg_mode == 2` (default in ResIPy) is refered to as 'difference inversion' but, for 3D, this requires to modify the protocol.dat to compute $d - d_0 + f(m_0)$ where $d_0$ is the observed transfer resitance of the reference survey, $d$ is the observed transfer resistances of the survey to be inverted, $f(m_0)$ represent the forward response (in terms of transfer resistances) of the inverted reference model. While R2 and cR2 do `d-d0+f(m0)` internally, R3t does not. But ResIPy has this build-in, hence no special initiative is required from the user if you want to use `reg_mode == 2`. You will see the `--- Computing d-d0+f(m0) ---- ` when calling `Project.invert()`." ] }, { "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", "testdir = '../src/examples/'\n", "from resipy import Project\n", "import pyvista as pv # for 3D plots\n", "import numpy as np # to specify np.infty" ] }, { "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", "2/2 imported\n", "Creating tetrahedral mesh...done (62877 elements)\n", "Writing .in file and protocol.dat... Matching quadrupoles between pairs of (background, surveyX) for difference inversion...done in 0.00312s\n", "done\n", "------------ INVERTING REFERENCE SURVEY ---------------\n", "\n", "\n", " >> R 3 t E R T M o d e l v 2.31 <<\n", "\n", " >> Date: 03-12-2023\n", " >> My beautiful 3D 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", " >> A d v a n c e d M e s h I n p u t <<\n", " >> T e t r a h e d r a l E l e m e n t M e s h <<\n", "\n", " >> Reading mesh file \n", " >> Determining storage needed for finite element conductance matrix\n", " >> Generating index array for finite element conductance matrix\n", " >> Reading resistivity model from res0.dat \n", "\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", "\n", " >> Memory estimates:\n", " For 1000 measurements the memory needed is: 0.521 Gb\n", " For 2000 measurements the memory needed is: 1.024 Gb\n", " For 5000 measurements the memory needed is: 2.534 Gb\n", " For 10000 measurements the memory needed is: 5.049 Gb\n", "\n", " >> Forming roughness matrix\n", "\n", " >> Number of measurements read: 644\n", "\n", " >> Total Memory required is: 0.342 Gb\n", "\n", "\n", " Processing frame 1 - output to file f001.dat\n", "\n", " Iteration 1\n", " Initial RMS Misfit: 2.61 Number of data ignored: 0\n", " Alpha: 21.523 RMS Misfit: 0.36 Roughness: 5.440\n", " Step length set to 1.000\n", " Final RMS Misfit: 0.36\n", " Final RMS Misfit: 1.01\n", "\n", " Solution converged - Outputing results to file\n", "\n", " Calculating sensitivity map\n", "\n", " End of data: Terminating\n", "\n", "\n", " >> Program ended normally\n", "\n", "----------------- Computing d-d0+f(m0) ---------------\n", "Writing .in file and mesh.dat... done\n", "Writing protocol.dat... done\n", "Running forward model... \n", "\n", " >> R 3 t E R T M o d e l v 2.31 <<\n", "\n", " >> Date: 03-12-2023\n", " >> My beautiful 3D 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", " >> A d v a n c e d M e s h I n p u t <<\n", " >> T e t r a h e d r a l E l e m e n t M e s h <<\n", "\n", " >> Reading mesh file \n", " >> Determining storage needed for finite element conductance matrix\n", " >> Generating index array for finite element conductance matrix\n", " >> Reading resistivity model from resistivity.dat \n", "\n", " >> Memory estimates:\n", " For 1000 measurements the memory needed is: 0.011 Gb\n", " For 2000 measurements the memory needed is: 0.011 Gb\n", " For 5000 measurements the memory needed is: 0.011 Gb\n", " For 10000 measurements the memory needed is: 0.012 Gb\n", "\n", " >> Number of measurements read: 644\n", "\n", " >> Total Memory required is: 0.011 Gb\n", "\n", "\n", " >> Program ended normally\n", "\n", "0/644 reciprocal measurements found.\n", "Forward modelling done.Matching quadrupoles between pairs of (background, surveyX) for difference inversion...done in 0.00214s\n", "\n", "--------------------- MAIN INVERSION ------------------\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/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": [ "\n", "\n", " >> R 3 t E R T M o d e l v 2.31 <<\n", "\n", " >> Date: 03-12-2023\n", " >> My beautiful 3D 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", " >> A d v a n c e d M e s h I n p u t <<\n", " >> T e t r a h e d r a l E l e m e n t M e s h <<\n", "\n", " >> Reading mesh file \n", " >> Determining storage needed for finite element conductance matrix\n", " >> Generating index array for finite element conductance matrix\n", " >> Reading resistivity model from Start_res.dat \n", "\n", " >> L o g - D a t a I n v e r s i o n <<\n", " >> D i f f e r e n c e R e g u l a r i s a t i o n <<\n", "\n", " >> Memory estimates:\n", " For 1000 measurements the memory needed is: 0.521 Gb\n", " For 2000 measurements the memory needed is: 1.024 Gb\n", " For 5000 measurements the memory needed is: 2.534 Gb\n", " For 10000 measurements the memory needed is: 5.049 Gb\n", "\n", " >> Forming roughness matrix\n", "\n", " >> Number of measurements read: 644\n", "\n", " >> Total Memory required is: 0.342 Gb\n", "\n", "\n", " Processing frame 1 - output to file f001.dat\n", "\n", " Iteration 1\n", " Initial RMS Misfit: 0.00 Number of data ignored: 0\n", " FATAL: Initial RMS shows solution !\n", " Your error estimates (a_wgt and b_wgt are too high)\n", "\n", " End of data: Terminating\n", "\n", "\n", " >> Program ended normally\n", "\n", "2/2 results parsed (1 ok; 1 failed)\n", "2\n" ] } ], "source": [ "# difference inversion - see d-d0+f(m0) in the log\n", "k = Project(typ='R3t')\n", "k.createTimeLapseSurvey([testdir + 'dc-3d-timelapse-protocol/data/protocol3D-1.dat',\n", " testdir + 'dc-3d-timelapse-protocol/data/protocol3D-2.dat'],\n", " ftype='ProtocolDC')\n", "k.importElec(testdir + 'dc-3d-timelapse-protocol/elec/electrodes3D-1.csv')\n", "k.createMesh()\n", "k.invert()\n", "# by default `reg_mode == 2` (difference inversion)\n", "print(k.param['reg_mode'])" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/jpeg": 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", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "k.showResults(index=1, pvslices=[[10,20,30,40],[0],[]], attr='difference(percent)',\n", " color_map='bwr', vmin=-10, vmax=10)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In background constrained inversion (`reg_mode == 1`), the `difference(percent)` attribute is not computed by R3t. In order to have it computed by ResIPy, it is needed to tell R3t to output the full mesh (so that ResIPy can match the mesh elements between reference and other surveys). To do this set `Project.param['num_xy_poly'] = 0` and set `zmin` and `zmax` to $-\\infty$ and $+\\infty$ respectively, just before `Project.invert()`. If you don't change that, R3t will crop the mesh by default and ResIPy will output a message saying it couldn't compute 'difference(percent)'.\n", "\n", "Note that setting `num_xy_poly` to 0 and changing `zmin`/`zmax` does not change the vizualisation. It just changes the .vtk and .dat files produced by R3t." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Working directory is: /media/jkl/data/phd/resipy/src/resipy\n", "clearing dirname\n", "2/2 imported\n", "Creating tetrahedral mesh...done (62877 elements)\n", "Writing .in file and protocol.dat... done\n", "------------ INVERTING REFERENCE SURVEY ---------------\n", "\n", "\n", " >> R 3 t E R T M o d e l v 2.31 <<\n", "\n", " >> Date: 03-12-2023\n", " >> My beautiful 3D 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", " >> A d v a n c e d M e s h I n p u t <<\n", " >> T e t r a h e d r a l E l e m e n t M e s h <<\n", "\n", " >> Reading mesh file \n", " >> Determining storage needed for finite element conductance matrix\n", " >> Generating index array for finite element conductance matrix\n", " >> Reading resistivity model from res0.dat \n", "\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", "\n", " >> Memory estimates:\n", " For 1000 measurements the memory needed is: 0.521 Gb\n", " For 2000 measurements the memory needed is: 1.024 Gb\n", " For 5000 measurements the memory needed is: 2.534 Gb\n", " For 10000 measurements the memory needed is: 5.049 Gb\n", "\n", " >> Forming roughness matrix\n", "\n", " >> Number of measurements read: 644\n", "\n", " >> Total Memory required is: 0.342 Gb\n", "\n", "\n", " Processing frame 1 - output to file f001.dat\n", "\n", " Iteration 1\n", " Initial RMS Misfit: 2.61 Number of data ignored: 0\n", " Alpha: 21.523 RMS Misfit: 0.36 Roughness: 5.440\n", " Step length set to 1.000\n", " Final RMS Misfit: 0.36\n", " Final RMS Misfit: 1.01\n", "\n", " Solution converged - Outputing results to file\n", "\n", " Calculating sensitivity map\n", "\n", " End of data: Terminating\n", "\n", "\n", " >> Program ended normally\n", "\n", "\n", "--------------------- MAIN INVERSION ------------------\n", "\n", "\n", " >> R 3 t E R T M o d e l v 2.31 <<\n", "\n", " >> Date: 03-12-2023\n", " >> My beautiful 3D 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", " >> A d v a n c e d M e s h I n p u t <<\n", " >> T e t r a h e d r a l E l e m e n t M e s h <<\n", "\n", " >> Reading mesh file \n", " >> Determining storage needed for finite element conductance matrix\n", " >> Generating index array for finite element conductance matrix\n", " >> Reading resistivity model from Start_res.dat \n", "\n", " >> L o g - D a t a I n v e r s i o n <<\n", " >> B a c k g r o u n d R e g u l a r i s a t i o n <<\n", "\n", " >> Memory estimates:\n", " For 1000 measurements the memory needed is: 0.521 Gb\n", " For 2000 measurements the memory needed is: 1.024 Gb\n", " For 5000 measurements the memory needed is: 2.534 Gb\n", " For 10000 measurements the memory needed is: 5.049 Gb\n", "\n", " >> Forming roughness matrix\n", "\n", " >> Number of measurements read: 644\n", "\n", " >> Total Memory required is: 0.342 Gb\n", "\n", "\n", " Processing frame 1 - output to file f001.dat\n", "\n", " Iteration 1\n", " Initial RMS Misfit: 1.01 Number of data ignored: 0\n", " Alpha: 21.065 RMS Misfit: 0.69 Roughness: 4.546\n", " Step length set to 1.000\n", " Final RMS Misfit: 0.69\n", " Final RMS Misfit: 1.00\n", "\n", " Solution converged - Outputing results to file\n", "\n", " Calculating sensitivity map\n", "\n", " End of data: Terminating\n", "\n", "\n", " >> Program ended normally\n", "\n", "2/2 results parsed (2 ok; 0 failed)\n" ] } ], "source": [ "# background constrained - see d-d0+f(m0) in the log\n", "k = Project(typ='R3t')\n", "k.createTimeLapseSurvey([testdir + 'dc-3d-timelapse-protocol/data/protocol3D-1.dat',\n", " testdir + 'dc-3d-timelapse-protocol/data/protocol3D-2.dat'],\n", " ftype='ProtocolDC')\n", "k.importElec(testdir + 'dc-3d-timelapse-protocol/elec/electrodes3D-1.csv')\n", "k.createMesh()\n", "k.param['reg_mode'] = 1\n", "k.param['num_xy_poly'] = 0 # tells R3t to no crop the mesh\n", "k.param['zmin'] = -np.inf\n", "k.param['zmax'] = np.inf\n", "k.invert()" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/jpeg": 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", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "k.showResults(index=1, pvslices=[[10,20,30,40],[0],[]], attr='difference(percent)',\n", " color_map='bwr', vmin=-10, vmax=10)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note that the two outputs are slightly different. With the difference inversion (`reg_mode == 2`) being smoother thant the background constrained (`reg_mode == 1`). Indeed, in this last one, we haven't inverted the differences in resistivity and the `difference(percent)` argument has been computed afterwards by ResIPy." ] }, { "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 }