{ "cells": [ { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "# Calculate a P-wave Receiver Function (PRF)\n", "\n", "```{note}\n", "- This notebook can be downloaded as **{nb-download}`PRF_Process.ipynb`**\n", "- Teleseismic waveforms can be downloaded as **{download}`rf_example.tar.gz <../_static/files/rf_example.tar.gz>`**\n", "```" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## 1. Import corresponding modules" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import obspy\n", "import seispy\n", "from seispy.decon import RFTrace\n", "%matplotlib inline" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## 2. Read SAC files with 3 components (ENZ)\n", "You should perpare teleseismic data if SAC format (ENZ) and read them via obspy. To facilitate the follow-up, you'd better write positions of the station and the event into SAC header (i.e., `stla`, `stlo`, `evla`, `evlo` and `evdp`)." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "st = obspy.read('../_static/files/rf_example/*.101.*.SAC')" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## 3. Pre-process for raw data\n", "You should remove the mean offset and linear trend of the waveforms, then filtered them with a Butterworth bandpass filter in the range of 0.05–2 Hz. The figures show a comparison between the raw data and the data after pre-process" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "scrolled": true }, "outputs": [ { "data": { "image/png": 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", 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", 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", 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" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "st.detrend()\n", "st.filter(\"bandpass\", freqmin=0.05, freqmax=2.0, zerophase=True)\n", "st.plot()" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## 4. Calculate the epicenter distance and back-azimuth\n", "To trim the waveform or rotate the components, you can use the `seispy.distaz` to calculate the epicenter distance and back-azimuth.\n" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Distance = 51.64˚\n", "back-azimuth = 131.59˚\n" ] } ], "source": [ "da = seispy.distaz(st[0].stats.sac.stla, st[0].stats.sac.stlo, st[0].stats.sac.evla, st[0].stats.sac.evlo)\n", "dis = da.delta\n", "bazi = da.baz\n", "ev_dep = st[0].stats.sac.evdp\n", "print('Distance = %5.2f˚' % dis)\n", "print('back-azimuth = %5.2f˚' % bazi)" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## 5. Rotation\n", "Now you can rotate horizontal components (ENZ) into radial and transverse components (TRZ)" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "st_TRZ = st.copy().rotate('NE->RT', back_azimuth=bazi)" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## 6. Estimating P arrival time and ray parameter by `obspy.taup`" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "from obspy.taup import TauPyModel\n", "\n", "model = TauPyModel(model='iasp91')\n", "arrivals = model.get_travel_times(ev_dep, dis, phase_list=['P'])\n", "P_arr = arrivals[0]" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## 7.Trim the waveforms for PRF\n", "Then you cut 130 s long waveforms around P arrival time (from 10 s before to 120 s after theoretical P arrival times)." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dt = st[0].stats.delta\n", "shift = 10\n", "time_after = 120\n", "\n", "st_TRZ.trim(st_TRZ[0].stats.starttime+P_arr.time-shift,\n", " st_TRZ[0].stats.starttime+P_arr.time+time_after)\n", "\n", "time_axis = st_TRZ[0].times() - shift\n", "st_TRZ.plot(show=False)" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## 8. Calculate PRF\n", "`seispy.decon.RFTrace` provide a class for deconvolution. Now let's Calculate a PRF with iteration time-domain deconvolution mehtod. In this example, we assume:\n", "- Gauss factor = 2.0\n", "- The maximum number of iterations = 400\n", "- Minimum error = 0.001" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "f0 = 2.0\n", "itmax = 400\n", "minderr = 0.001\n", "\n", "rf = RFTrace.deconvolute(st_TRZ[1], st_TRZ[2], method='iter',\n", " tshift=shift, f0=f0, itmax=itmax, minderr=minderr)\n", "rf.plot(show=False, type='relative',\n", " starttime=rf.stats.starttime+shift,\n", " endtime=rf.stats.starttime+shift+30)" ] } ], "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": "3.9.13" } }, "nbformat": 4, "nbformat_minor": 2 }