From 8124975959277e5220b63d250d71fd70b7726b84 Mon Sep 17 00:00:00 2001 From: GarciaMarc41 <87959387+GarciaMarc41@users.noreply.github.com> Date: Mon, 3 Apr 2023 12:34:46 -0600 Subject: [PATCH] Add files via upload --- Visualize/spectrograms.ipynb | 100 +++++++++++++++++++++++++++++++++++ 1 file changed, 100 insertions(+) create mode 100644 Visualize/spectrograms.ipynb diff --git a/Visualize/spectrograms.ipynb b/Visualize/spectrograms.ipynb new file mode 100644 index 0000000..9e50e9f --- /dev/null +++ b/Visualize/spectrograms.ipynb @@ -0,0 +1,100 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "cdf9990f-32e9-4491-a771-6bfe97bc1a9c", + "metadata": {}, + "outputs": [], + "source": [ + "import os\n", + "import glob\n", + "import matplotlib.pyplot as plt\n", + "from obspy import read\n", + "from obspy import UTCDateTime\n", + "\n", + "def plot_spectrogram(sac_file, start_time_seconds=0, duration_seconds=3600, downsample_factor=10):\n", + " # Read the SAC file using ObsPy\n", + " st = read(sac_file)\n", + "\n", + " # Get the first Trace from the Stream\n", + " tr = st[0]\n", + "\n", + " # Set the time window\n", + " start_time = tr.stats.starttime + start_time_seconds\n", + " end_time = start_time + duration_seconds\n", + "\n", + " # Trim the Trace data to the specified time window\n", + " tr.trim(start_time, end_time)\n", + "\n", + " # Downsample the Trace data\n", + " tr.decimate(factor=downsample_factor)\n", + "\n", + " # Plot the spectrogram using Matplotlib\n", + " fig, ax = plt.subplots()\n", + " tr.spectrogram(log=True, axes=ax)\n", + " ax.set_title(f\"Spectrogram of {sac_file}\")\n", + " ax.set_xlabel(\"Time [s]\")\n", + " ax.set_ylabel(\"Frequency [Hz]\")\n", + " plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "17640fc1-b258-4618-8388-3797d82d5802", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "sac_file = \"/Users/marcgarcia/Research/ElPaso_data/101/20210605.101.HHE.SAC\"\n", + "start_time_seconds = 3600 # Change this value to the desired start time in seconds\n", + "duration_seconds = 7200 # Change this value to the desired duration in seconds (3600 seconds = 1 hour)\n", + "\n", + "plot_spectrogram(sac_file, start_time_seconds, duration_seconds, downsample_factor=10)\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "15340c37-03a4-4804-a3a1-7581f1d30e6f", + "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": "3.9.12" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +}