{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Arbitrary line interpolation with `xarray`\n", "\n", "First, the usual imports." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "\n", "%matplotlib inline\n", "import matplotlib.pyplot as plt" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Read the seismic\n", "\n", "**The seismic data is too big for GitHub. The easiest thing to do is to download the HDF5 file:**\n", "\n", "- https://s3.amazonaws.com/agilegeo/Penobscot.h5 (about 120MB)\n", "\n", "**and put it into the `data` folder. Then you can just do this:**" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "import h5py\n", "h5f = h5py.File('data/Penobscot.h5','r')\n", "seismic_data = h5f['amplitude'][:]\n", "h5f.close()" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(251, 601, 481)" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "seismic_data.shape" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "From [the Terranubis site](https://terranubis.com/datainfo/Penobscot):\n", "\n", "- Inline range and step: 1000, 1600, 1\n", "- Crossline range and step: 1000, 1481, 1\n", "- Z range and step: 0, 6, 0.004 Time\n", "- Inline bin size (m/line): 12.5\n", "- Crossline bin size (m/line): 25.01\n", "- Area (sq km): 90.27\n", "\n", "Corners, from [Moreno and Galeano 2019](file:///home/matt/Downloads/Garcia_Moreno_Omana_Galeano_2.pdf) (I have not double-checked this, eg the CRS).\n", "\n", "| Corners | North coordinate | East coordinate |\n", "|---------|------------------|-----------------|\n", "| P1 | 4890130.78 | 731998.45 |\n", "| P2 | 4896722.05 | 728527.16 |\n", "| P3 | 4895689.47 | 742633.34 |\n", "| P4 | 4802330.74 | 739162.05 |" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Can't figure out how to do the skewed grid, so I'm going to completely invent the coordinates:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "import xarray as xr\n", "\n", "t, x, i = seismic_data.shape\n", "xs = 25.0 * np.arange(i) + 100000\n", "ys = 12.5 * np.arange(x) + 200000\n", "tslices = np.arange(t) * 0.004\n", "\n", "seismic = xr.DataArray(seismic_data,\n", " name='Amplitude',\n", " coords=[tslices, ys, xs],\n", " dims=['twt', 'y', 'x'],\n", " )" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "seismic.loc[0.500].plot()" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "del seismic_data" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Define the fence" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "17204.650534085253" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from shapely.geometry import LineString\n", "\n", "line = LineString([(101000, 207200), (106000, 200200), (111000, 207200)])\n", "\n", "line.length" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's see how the line looks on the seismic data:" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "seismic.loc[0.500].plot()\n", "plt.plot(*np.asarray(line.coords.xy))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Define the distance between traces." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Interpolating 173.0 traces.\n" ] } ], "source": [ "trace_distance = 100\n", "n_traces = np.ceil(line.length / trace_distance)\n", "trace_locs = trace_distance * np.arange(n_traces + 1)\n", "print(f\"Interpolating {n_traces} traces.\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Do the interpolation" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 174/174 [02:23<00:00, 1.25it/s]\n" ] } ], "source": [ "from tqdm import tqdm\n", "\n", "points = [line.interpolate(loc) for loc in trace_locs]\n", "\n", "traces = np.stack([seismic.interp(x=p.x, y=p.y) for p in tqdm(points)])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Make a new `xarray` object:" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "arbline = xr.DataArray(traces.T,\n", " name='Amplitude',\n", " coords=[tslices, trace_locs],\n", " dims=['twt', 'offset'],\n", " )" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "arbline.plot(figsize=(12, 5))\n", "plt.gca().invert_yaxis() " ] }, { "cell_type": "markdown", "metadata": { "collapsed": true }, "source": [ "
\n", "

Code and text © 2020 Agile GeoscienceCC-BY — Have fun!   
Data: Penobscot, licensed CC-BY-SA, Nova Scotia Department of Energy https://opendtect.org/osr/.

" ] } ], "metadata": { "kernelspec": { "display_name": "xlines", "language": "python", "name": "xlines" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.3" } }, "nbformat": 4, "nbformat_minor": 1 }