{ "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": 2, "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": 3, "metadata": { "scrolled": true }, "outputs": [ { "data": { "image/png": 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", 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", 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" ] }, "execution_count": 3, "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": 4, "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": 5, "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": 6, "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": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "execution_count": 7, "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": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "f0 = 2.0\n", "itmax = 400\n", "minderr = 0.001\n", "\n", "rf = RFTrace.deconvolve(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)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 9. Write PRF to SAC file\n", "Finally, you can write the PRF to a SAC file with `seispy.deconv.RFTrace.write` function. The PRF will be saved in the SAC file.\n", "\n" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "from seispy.geo import srad2skm\n", "\n", "rf.write('PRF.sac', user1=srad2skm(P_arr.ray_param))" ] } ], "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": "3.12.2" } }, "nbformat": 4, "nbformat_minor": 2 }