{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# 10 - Step-by-step NMO correction" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Devito is equally useful as a framework for other stencil computations in general; for example, computations where all array indices are affine functions of loop variables. The Devito compiler is also capable of generating\n", "arbitrarily nested, possibly irregular, loops. This key feature is needed to support many complex algorithms that are used in engineering and scientific practice, including applications from image processing, cellular automata, and machine-learning. This tutorial, a step-by-step NMO correction, is an example of it. \n", "\n", "In reflection seismology, normal moveout (NMO) describes the effect that the distance between a seismic source and a receiver (the offset) has on the arrival time of a reflection in the form of an increase of time with offset. The relationship between arrival time and offset is hyperbolic. \n", "\n", "Based on the field geometry information, each individual trace is assigned to the midpoint between the shot and receiver locations associated with that trace. Those traces with the same midpoint location are grouped together, making up a common midpoint gather (CMP). \n", "\n", "Consider a reflection event on a CMP gather. The difference between the two-way time at a given offset and the two-way zero-offset time is called normal moveout (NMO). Reflection traveltimes must be corrected for NMO prior to summing the traces in the CMP gather along the offset axis. The normal moveout depends on velocity above the reflector, offset, two-way zero-offset time associated with the reflection event, dip of the reflector, the source-receiver azimuth with respect to the true-dip direction, and the degree of complexity of the near-surface and the medium above the reflector.\n", "\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Seismic modelling with devito" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Before the NMO correction we will describe a setup of seismic modelling with Devito in a simple 2D case. We will create a physical model of our domain and define a multiple source and an according set of receivers to model for the forward model. But first, we initialize some basic utilities." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import sympy as sp\n", "\n", "from devito import *" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We will create a simple velocity model here by hand for demonstration purposes. This model essentially consists of three layers, each with a different velocity: 1.5km/s in the top layer, 2.5km/s in the middle layer and 4.5 km/s in the bottom layer." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "NUMA domain count autodetection failed, assuming 1\n", "Operator `initdamp` ran in 0.01 s\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# NBVAL_IGNORE_OUTPUT\n", "from examples.seismic import Model, plot_velocity\n", "\n", "shape = (301, 501) # Number of grid point (nx, ny, nz)\n", "spacing = (10., 10) # Grid spacing in m. The domain size is now 3km by 5km\n", "origin = (0., 0) # What is the location of the top left corner.\n", "\n", "# Define a velocity profile. The velocity is in km/s\n", "v = np.empty(shape, dtype=np.float32)\n", "v[:, :100] = 1.5\n", "v[:, 100:350] = 2.5\n", "v[:, 350:] = 4.5\n", "\n", "# With the velocity and model size defined, we can create the seismic model that\n", "# encapsulates these properties. We also define the size of the absorbing layer as 10 grid points\n", "model = Model(vp=v, origin=origin, shape=shape, spacing=spacing, space_order=4, nbl=40, bcs=\"damp\")\n", "\n", "plot_velocity(model)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Next we define the positioning and the wave signal of our source, as well as the location of our receivers. To generate the wavelet for our sources we require the discretized values of time that we are going to use to model a multiple \"shot\", which depends on the grid spacing used in our model. We will use one source and eleven receivers. The source is located in the position (550, 20). The receivers start at (550, 20) with an even horizontal spacing of 100m at consistent depth." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "from examples.seismic import TimeAxis\n", "\n", "t0 = 0. # Simulation starts a t=0\n", "tn = 2400. # Simulation last 2.4 second (2400 ms)\n", "dt = model.critical_dt # Time step from model grid spacing\n", "\n", "time_range = TimeAxis(start=t0, stop=tn, step=dt)\n", "\n", "nrcv = 250 # Number of Receivers" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "# NBVAL_IGNORE_OUTPUT\n", "from examples.seismic import RickerSource\n", "\n", "f0 = 0.010 # Source peak frequency is 10Hz (0.010 kHz)\n", "src = RickerSource(name='src', grid=model.grid, f0=f0,\n", " npoint=1, time_range=time_range)\n", "\n", "# Define the wavefield with the size of the model and the time dimension\n", "u = TimeFunction(name=\"u\", grid=model.grid, time_order=2, space_order=4)\n", "\n", "# We can now write the PDE\n", "pde = model.m * u.dt2 - u.laplace + model.damp * u.dt\n", "stencil = Eq(u.forward, solve(pde, u.forward))\n", "\n", "src.coordinates.data[:, 0] = 400 # Source coordinates\n", "src.coordinates.data[:, -1] = 20. # Depth is 20m" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Operator `Kernel` ran in 0.21 s\n" ] }, { "data": { "text/plain": [ "PerformanceSummary([(PerfKey(name='section0', rank=None),\n", " PerfEntry(time=0.17288500000000065, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n", " (PerfKey(name='section1', rank=None),\n", " PerfEntry(time=0.01466000000000027, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n", " (PerfKey(name='section2', rank=None),\n", " PerfEntry(time=0.01618600000000005, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[]))])" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# NBVAL_IGNORE_OUTPUT\n", "from examples.seismic import Receiver\n", "\n", "rec = Receiver(name='rec', grid=model.grid, npoint=nrcv, time_range=time_range)\n", "rec.coordinates.data[:, 0] = np.linspace(src.coordinates.data[0, 0], model.domain_size[0], num=nrcv)\n", "rec.coordinates.data[:, -1] = 20. # Depth is 20m\n", "\n", "# Finally we define the source injection and receiver read function to generate the corresponding code\n", "src_term = src.inject(field=u.forward, expr=src * dt**2 / model.m)\n", "\n", "# Create interpolation expression for receivers\n", "rec_term = rec.interpolate(expr=u.forward)\n", "\n", "op = Operator([stencil] + src_term + rec_term, subs=model.spacing_map)\n", "op(time=time_range.num-1, dt=model.critical_dt)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "How we are modelling a horizontal layers, we will group this traces and made a NMO correction using this set traces. " ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "offset = []\n", "data = []\n", "for i, coord in enumerate(rec.coordinates.data):\n", " off = (src.coordinates.data[0, 0] - coord[0])\n", " offset.append(off)\n", " data.append(rec.data[:, i])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Auxiliary function for plotting traces:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "# NBVAL_IGNORE_OUTPUT\n", "import matplotlib as mpl\n", "import matplotlib.pyplot as plt\n", "from matplotlib import cm\n", "from mpl_toolkits.axes_grid1 import make_axes_locatable\n", "\n", "mpl.rc('font', size=16)\n", "mpl.rc('figure', figsize=(8, 6))\n", "\n", "\n", "def plot_traces(rec, xb, xe, t0, tn, colorbar=True):\n", " scale = np.max(rec)/100\n", " extent = [xb, xe, 1e-3*tn, t0]\n", " plot = plt.imshow(rec, cmap=cm.gray, vmin=-scale, vmax=scale, extent=extent)\n", " plt.xlabel('X position (km)')\n", " plt.ylabel('Time (s)')\n", "\n", " # Create aligned colorbar on the right\n", " if colorbar:\n", " ax = plt.gca()\n", " divider = make_axes_locatable(ax)\n", " cax = divider.append_axes(\"right\", size=\"5%\", pad=0.05)\n", " plt.colorbar(plot, cax=cax)\n", " plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Common Midpoint Gather" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "At this point, we have a dataset composed of the receivers. \"If our model wasn't purely horizontal, we would have to sort these traces by common midpoints prior to NMO correction.\"" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# NBVAL_IGNORE_OUTPUT\n", "plot_traces(np.transpose(data), rec.coordinates.data[0][0]/1000, rec.coordinates.data[nrcv-1][0]/1000, t0, tn)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "# NMO Correction" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can correct the measured traveltime of a reflected wave $t$ at a given offset $x$ to obtain the traveltime at normal incidence $t_0$ by applying the following equation:\n", "\n", "\\begin{equation*}\n", "t = \\sqrt{t_0^2 + \\frac{x^2}{V_{nmo}^2}} \n", "\\end{equation*}\n", "\n", "in which $V_{nmo}$ is the NMO velocity. This equation results from the Pythagorean theorem, and is only valid for horizontal reflectors. There are variants of this equation with different degrees of accuracy, but we'll use this one for simplicity." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For the NMO Correction we use a grid of size samples x traces." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "ns = time_range.num # Number of samples in each trace\n", "grid = Grid(shape=(ns, nrcv)) # Construction of grid with samples X traces dimension" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In this example we will use a constant velocity guide. The guide will be arranged in a SparseFunction with the number of points equal to number of samples in the traces. " ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "vnmo = 1500\n", "vguide = SparseFunction(name='v', grid=grid, npoint=ns)\n", "vguide.data[:] = vnmo" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The computed offset for each trace will be arranged in another SparseFunction with number of points equal to number of traces." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "off = SparseFunction(name='off', grid=grid, npoint=nrcv)\n", "off.data[:] = offset" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The previous modelled traces will be arranged in a SparseFunction with the same dimensions as the grid." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "amps = SparseFunction(name='amps', grid=grid, npoint=nrcv, dimensions=grid.dimensions, shape=grid.shape)\n", "amps.data[:] = np.transpose(data)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now, we define SparseFunctions with the same dimensions as the grid, describing the NMO traveltime equation. The $t_0$ SparseFunction isn't offset dependent, so the number of points is equal to the number of samples. " ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "sample, trace = grid.dimensions\n", "\n", "t_0 = SparseFunction(name='t0', grid=grid, npoint=ns, dimensions=[sample], shape=[grid.shape[0]])\n", "tt = SparseFunction(name='tt', grid=grid, npoint=nrcv, dimensions=grid.dimensions, shape=grid.shape)\n", "snmo = SparseFunction(name='snmo', grid=grid, npoint=nrcv, dimensions=grid.dimensions, shape=grid.shape)\n", "s = SparseFunction(name='s', grid=grid, dtype=np.intc, npoint=nrcv, dimensions=grid.dimensions,\n", " shape=grid.shape)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The Equation relates traveltimes: the one we can measure ($t_0$) and the one we want to know (t). But the data in our CMP gather are actually a matrix of amplitudes measured as a function of time ($t_0$) and offset. Our NMO-corrected gather will also be a matrix of amplitudes as a function of time (t) and offset. So what we really have to do is transform one matrix of amplitudes into the other.\n", "\n", "With Equations we describe the NMO traveltime equation, and use the Operator to compute the traveltime and the samples for each trace. " ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Operator `Kernel` ran in 0.01 s\n" ] }, { "data": { "text/plain": [ "PerformanceSummary([(PerfKey(name='section0', rank=None),\n", " PerfEntry(time=0.000166, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[]))])" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# NBVAL_IGNORE_OUTPUT\n", "\n", "dtms = model.critical_dt/1000 # Time discretization in ms\n", "E1 = Eq(t_0, sample*dtms)\n", "E2 = Eq(tt, sp.sqrt(t_0**2 + (off[trace]**2)/(vguide[sample]**2)))\n", "E3 = Eq(s, sp.floor(tt/dtms))\n", "op1 = Operator([E1, E2, E3])\n", "op1()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "With the computed samples, we remove all that are out of the samples range, and shift the amplitude for the correct sample. " ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Operator `Kernel` ran in 0.01 s\n" ] }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# NBVAL_IGNORE_OUTPUT\n", "\n", "s.data[s.data >= time_range.num] = 0\n", "E4 = Eq(snmo, amps[s[sample, trace], trace])\n", "\n", "op2 = Operator([E4])\n", "op2()\n", "\n", "stack = snmo.data.sum(axis=1) # We can stack traces and create a ZO section!!!\n", "\n", "plot_traces(snmo.data, rec.coordinates.data[0][0]/1000, rec.coordinates.data[nrcv-1][0]/1000, t0, tn)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# References:\n", " \n", " https://library.seg.org/doi/full/10.1190/tle36020179.1\n", " https://wiki.seg.org/wiki/Normal_moveout\n", " https://en.wikipedia.org/wiki/Normal_moveout" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.13.7" } }, "nbformat": 4, "nbformat_minor": 4 }