{ "nbformat": 4, "nbformat_minor": 0, "metadata": { "colab": { "name": "dutch-f3-spectrum.ipynb", "provenance": [], "collapsed_sections": [], "authorship_tag": "ABX9TyO2li1J7a6d4s3M8qlBs0aH", "include_colab_link": true }, "kernelspec": { "name": "python3", "display_name": "Python 3" } }, "cells": [ { "cell_type": "markdown", "metadata": { "id": "view-in-github", "colab_type": "text" }, "source": [ "\"Open" ] }, { "cell_type": "code", "metadata": { "id": "ERHVs7bC1fpZ", "colab_type": "code", "colab": {} }, "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt" ], "execution_count": 0, "outputs": [] }, { "cell_type": "code", "metadata": { "id": "O5BDpWGJ4Sd8", "colab_type": "code", "colab": { "base_uri": "https://localhost:8080/", "height": 121 }, "outputId": "efba072d-9102-4101-b4d2-3b8c08a24963" }, "source": [ "from google.colab import drive\n", "drive.mount('/content/drive')" ], "execution_count": 2, "outputs": [ { "output_type": "stream", "text": [ "Go to this URL in a browser: https://accounts.google.com/o/oauth2/auth?client_id=947318989803-6bn6qk8qdgf4n4g3pfee6491hc0brc4i.apps.googleusercontent.com&redirect_uri=urn%3aietf%3awg%3aoauth%3a2.0%3aoob&response_type=code&scope=email%20https%3a%2f%2fwww.googleapis.com%2fauth%2fdocs.test%20https%3a%2f%2fwww.googleapis.com%2fauth%2fdrive%20https%3a%2f%2fwww.googleapis.com%2fauth%2fdrive.photos.readonly%20https%3a%2f%2fwww.googleapis.com%2fauth%2fpeopleapi.readonly\n", "\n", "Enter your authorization code:\n", "··········\n", "Mounted at /content/drive\n" ], "name": "stdout" } ] }, { "cell_type": "code", "metadata": { "id": "77ovdjyg4UYT", "colab_type": "code", "colab": { "base_uri": "https://localhost:8080/", "height": 118 }, "outputId": "d1ade741-961d-47c9-c471-bccec6423d2b" }, "source": [ "!pip install segyio" ], "execution_count": 3, "outputs": [ { "output_type": "stream", "text": [ "Collecting segyio\n", "\u001b[?25l Downloading https://files.pythonhosted.org/packages/14/e2/7a975288dcc3e159d7eda706723c029d2858cbe3df7913041af904f23866/segyio-1.9.1-cp36-cp36m-manylinux1_x86_64.whl (89kB)\n", "\r\u001b[K |███▋ | 10kB 15.2MB/s eta 0:00:01\r\u001b[K |███████▎ | 20kB 3.1MB/s eta 0:00:01\r\u001b[K |███████████ | 30kB 4.1MB/s eta 0:00:01\r\u001b[K |██████████████▋ | 40kB 4.3MB/s eta 0:00:01\r\u001b[K |██████████████████▎ | 51kB 3.6MB/s eta 0:00:01\r\u001b[K |██████████████████████ | 61kB 4.0MB/s eta 0:00:01\r\u001b[K |█████████████████████████▌ | 71kB 4.3MB/s eta 0:00:01\r\u001b[K |█████████████████████████████▏ | 81kB 4.6MB/s eta 0:00:01\r\u001b[K |████████████████████████████████| 92kB 3.4MB/s \n", "\u001b[?25hRequirement already satisfied: numpy>=1.10 in /usr/local/lib/python3.6/dist-packages (from segyio) (1.18.4)\n", "Installing collected packages: segyio\n", "Successfully installed segyio-1.9.1\n" ], "name": "stdout" } ] }, { "cell_type": "markdown", "metadata": { "id": "l9wNrdlenMtn", "colab_type": "text" }, "source": [ "# Read Data" ] }, { "cell_type": "code", "metadata": { "id": "71PjIAdknOxH", "colab_type": "code", "colab": {} }, "source": [ "filename = '/content/drive/My Drive/Public geoscience Data/Dutch F3 seismic data/Dutch Government_F3_entire_8bit seismic.segy'" ], "execution_count": 0, "outputs": [] }, { "cell_type": "code", "metadata": { "id": "8ngGL9_adRno", "colab_type": "code", "outputId": "f7d13eec-a44f-494c-ef9e-d959a983d63a", "colab": { "base_uri": "https://localhost:8080/", "height": 67 } }, "source": [ "import segyio\n", "\n", "with segyio.open(filename) as f:\n", " print('Inline range from', min(f.ilines), 'to', max(f.ilines))\n", " print('Crossline range from', min(f.xlines), 'to', max(f.xlines)) \n", " data = segyio.tools.cube(f)\n", " clip_percentile = 99\n", " vm = np.percentile(data, clip_percentile)\n", "\n", " inlines = f.ilines\n", " crosslines = f.xlines\n", " twt = f.samples + 1000\n", "\n", "f'The {clip_percentile}th percentile is {vm:.0f}; the max amplitude is {data.max():.0f}'" ], "execution_count": 5, "outputs": [ { "output_type": "stream", "text": [ "Inline range from 100 to 750\n", "Crossline range from 300 to 1250\n" ], "name": "stdout" }, { "output_type": "execute_result", "data": { "text/plain": [ "'The 99th percentile is 6517; the max amplitude is 32767'" ] }, "metadata": { "tags": [] }, "execution_count": 5 } ] }, { "cell_type": "code", "metadata": { "id": "TDgFWAlJDBHq", "colab_type": "code", "outputId": "5517e038-e2c7-4d6f-8377-5da0192bdfd4", "colab": { "base_uri": "https://localhost:8080/", "height": 34 } }, "source": [ "inlines[:10]" ], "execution_count": 0, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "array([100, 101, 102, 103, 104, 105, 106, 107, 108, 109], dtype=int32)" ] }, "metadata": { "tags": [] }, "execution_count": 8 } ] }, { "cell_type": "code", "metadata": { "id": "i1NJKSv7DO49", "colab_type": "code", "outputId": "17ac4c19-24ea-4303-c0b0-4625d9795879", "colab": { "base_uri": "https://localhost:8080/", "height": 34 } }, "source": [ "crosslines[:10]" ], "execution_count": 0, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "array([300, 301, 302, 303, 304, 305, 306, 307, 308, 309], dtype=int32)" ] }, "metadata": { "tags": [] }, "execution_count": 9 } ] }, { "cell_type": "markdown", "metadata": { "id": "brPJ-OeZo-50", "colab_type": "text" }, "source": [ "2D Slice" ] }, { "cell_type": "code", "metadata": { "id": "VppDm8CMpBGB", "colab_type": "code", "outputId": "d10b23bc-5350-4013-b5e2-6cc1bfa7c8c0", "colab": { "base_uri": "https://localhost:8080/", "height": 34 } }, "source": [ "# slice the data at inline 300\n", "inline_number = 300\n", "slices = data[(inline_number+1),:,:]\n", "slices.shape" ], "execution_count": 6, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "(951, 462)" ] }, "metadata": { "tags": [] }, "execution_count": 6 } ] }, { "cell_type": "code", "metadata": { "id": "u0V7xR_DpQNd", "colab_type": "code", "outputId": "86ac997f-c51c-42e8-dec6-29b9475c4a0c", "colab": { "base_uri": "https://localhost:8080/", "height": 627 } }, "source": [ "plt.figure(figsize=(20,10))\n", "extent = [crosslines[0], crosslines[-1], twt[-1], twt[0]]\n", "p1 = plt.imshow(slices.T, vmin=-vm, vmax=vm, aspect='auto', extent=extent, cmap='Accent')\n", "plt.title('Dutch F3 Seismic at Inline {}'.format(inline_number), size=20, pad=20)\n", "plt.colorbar(p1)\n", "plt.show()" ], "execution_count": 7, "outputs": [ { "output_type": "display_data", "data": { "image/png": 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\n", 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" ] }, "metadata": { "tags": [], "needs_background": "light" } } ] }, { "cell_type": "markdown", "metadata": { "id": "QEs6DMpn80zz", "colab_type": "text" }, "source": [ "## Frequency of 2D Slice" ] }, { "cell_type": "code", "metadata": { "id": "O4FDquaZXdSl", "colab_type": "code", "colab": { "base_uri": "https://localhost:8080/", "height": 345 }, "outputId": "676dd36e-93ef-4888-f2d0-3af71f45a0c3" }, "source": [ "# transpose the slice \n", "transp_slice = np.transpose(slices)\n", "\n", "# take the average of each individual crossline traces in inline slice \n", "\n", "# time\n", "min_time = 0\n", "max_time = len(twt)\n", "\n", "# crosslines\n", "xmin = 0\n", "xmax = len(crosslines)\n", "\n", "trace = np.mean(transp_slice[min_time:max_time, xmin:xmax], axis=1)\n", "\n", "Fs_seis = 1 / 0.004 # Seconds.\n", "n_seis = len(trace)\n", "k_seis = np.arange(n_seis)\n", "T_seis = n_seis / Fs_seis\n", "freq_seis = k_seis / T_seis\n", "freq_seis_il = freq_seis[range(n_seis//2)] # One side frequency range.\n", "\n", "spec_seis = np.fft.fft(trace) / n_seis # FFT computing and normalization.\n", "spec_seis = spec_seis[range(n_seis//2)]\n", "\n", "# This is to smooth the spectrum over a window of 10.\n", "roll_win = np.ones(10) / 10\n", "spec_seis_il = np.convolve(spec_seis, roll_win, mode='same')\n", "\n", "plt.figure(figsize=(10,5))\n", "plt.plot(freq_seis_il, np.abs(spec_seis_il))\n", "plt.xlim(xmin=0)\n", "plt.title('Frequency Spectrum of Dutch F3 at Inline {}'.format(inline_number), size=20, pad=10)\n", "plt.show()" ], "execution_count": 120, "outputs": [ { "output_type": "display_data", "data": { "image/png": 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\n", 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" ] }, "metadata": { "tags": [], "needs_background": "light" } } ] }, { "cell_type": "code", "metadata": { "id": "9bOn7-ZHjOOC", "colab_type": "code", "colab": { "base_uri": "https://localhost:8080/", "height": 34 }, "outputId": "4c92596c-b460-4de8-c515-62f722a74a8a" }, "source": [ "transp_slice.shape" ], "execution_count": 109, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "(462, 951)" ] }, "metadata": { "tags": [] }, "execution_count": 109 } ] }, { "cell_type": "markdown", "metadata": { "id": "MyfgYljxZoJk", "colab_type": "text" }, "source": [ "## Frequency Spectrum of the Whole 3D cube" ] }, { "cell_type": "code", "metadata": { "id": "ZGWIZRvTim0-", "colab_type": "code", "colab": { "base_uri": "https://localhost:8080/", "height": 34 }, "outputId": "1aa7189d-d098-404f-d556-e7d526c401b9" }, "source": [ "slices.T.shape" ], "execution_count": 82, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "(462, 951)" ] }, "metadata": { "tags": [] }, "execution_count": 82 } ] }, { "cell_type": "code", "metadata": { "id": "ljT-ufbJZqCc", "colab_type": "code", "colab": { "base_uri": "https://localhost:8080/", "height": 34 }, "outputId": "b55ba575-e957-43bf-e0b1-ba029f8dd151" }, "source": [ "transp_cube = np.transpose(data)\n", "transp_cube.shape" ], "execution_count": 79, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "(462, 951, 651)" ] }, "metadata": { "tags": [] }, "execution_count": 79 } ] }, { "cell_type": "code", "metadata": { "id": "-IGAfvZHcYDL", "colab_type": "code", "colab": { "base_uri": "https://localhost:8080/", "height": 345 }, "outputId": "12598433-34d6-4d5e-b128-c12c5c4f8902" }, "source": [ "# transpose the cube\n", "transp_cube = np.transpose(data)\n", "\n", "# time\n", "min_time = 0\n", "max_time = len(twt)\n", "\n", "# crosslines\n", "xmin = 0\n", "xmax = len(crosslines)\n", "\n", "# inlines\n", "ymin = 0\n", "ymax = len(inlines)\n", "\n", "mean_xl_traces = [] # mean of crossline traces of each inline section\n", "\n", "for i in range(len(inlines)):\n", " mean_xl = np.mean(transp_cube[min_time:max_time, xmin:xmax, i], axis=1)\n", " mean_xl_traces.append(mean_xl)\n", "\n", "transp_xl = np.transpose(mean_xl_traces)\n", "\n", "# take average of each individual mean values of xl in the inline section\n", "\n", "trace = np.mean(transp_slice[min_time:max_time, ymin:ymax], axis=1)\n", "\n", "Fs_seis = 1 / 0.004 # Seconds.\n", "n_seis = len(trace)\n", "k_seis = np.arange(n_seis)\n", "T_seis = n_seis / Fs_seis\n", "freq_seis = k_seis / T_seis\n", "freq_seis_whole = freq_seis[range(n_seis//2)] # One side frequency range.\n", "\n", "spec_seis = np.fft.fft(trace) / n_seis # FFT computing and normalization.\n", "spec_seis = spec_seis[range(n_seis//2)]\n", "\n", "# This is to smooth the spectrum over a window of 10.\n", "roll_win = np.ones(10) / 10\n", "spec_seis_whole = np.convolve(spec_seis, roll_win, mode='same')\n", "\n", "plt.figure(figsize=(10,5))\n", "plt.plot(freq_seis_whole, np.abs(spec_seis_whole), color='blue', alpha=.7, label='Whole cube')\n", "plt.plot(freq_seis_il, np.abs(spec_seis_il), color='red', alpha=.7, label='Inline 300')\n", "plt.xlim(xmin=0)\n", "plt.title('Frequency Spectrum of Dutch F3', size=20, pad=10)\n", "plt.legend()\n", "plt.show()" ], "execution_count": 129, "outputs": [ { "output_type": "display_data", "data": { "image/png": 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\n", 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