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@krischer
Created September 18, 2015 12:34
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Traveltime Tests
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{
"cells": [
{
"cell_type": "code",
"execution_count": 9,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"%matplotlib inline\n",
"\n",
"import obspy\n",
"import instaseis\n",
"import numpy as np\n",
"import matplotlib.pylab as plt"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# IASP91 Model"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"RemoteInstaseisDB reciprocal Green's function Database (v7) generated with these parameters:\n",
"\tcomponents : vertical and horizontal\n",
"\tvelocity model : iasp91\n",
"\tattenuation : True\n",
"\tdominant period : 2.000 s\n",
"\tdump type : displ_only\n",
"\texcitation type : dipole\n",
"\ttime step : 0.483 s\n",
"\tsampling rate : 2.070 Hz\n",
"\tnumber of samples : 7660\n",
"\tseismogram length : 3699.6 s\n",
"\tsource time function : gauss_0\n",
"\tsource shift : 3.381 s\n",
"\tspatial order : 4\n",
"\tmin/max radius : 5671.0 - 6371.0 km\n",
"\tPlanet radius : 6371.0 km\n",
"\tmin/max distance : 0.0 - 180.0 deg\n",
"\ttime stepping scheme : symplec4\n",
"\tcompiler/user : ifort 1400 by di29kub on login03\n",
"\tdirectory/url : http://ten:9100\n",
"\tsize of netCDF files : 1.3 TB\n",
"\tgenerated by AxiSEM version SVN_VERSION at 2015-03-18T10:03:05.000000Z\n",
"\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/Users/lion/workspace/code/instaseis/instaseis/remote_instaseis_db.py:60: InstaseisWarning: Instaseis versions on server (0.0.1a-345-gf9f0-dirty) and on your local client (0.0.1a-345-gf9f0) differ and thus things might not work as expected.\n",
" warnings.warn(msg, InstaseisWarning)\n"
]
}
],
"source": [
"db = instaseis.open_db(\"http://ten:9100\")\n",
"print(db)"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"1 arrivals\n",
"\tP phase arrival at 140.603 seconds\n"
]
}
],
"source": [
"from obspy.taup import TauPyModel\n",
"m = TauPyModel(\"iasp91\")\n",
"\n",
"arr = m.get_travel_times(source_depth_in_km=100, distance_in_degree=10, phase_list=[\"P\"])\n",
"print(arr)"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"...MXZ | 1970-01-01T00:00:00.000000Z - 1970-01-01T01:01:36.260505Z | 2.1 Hz, 7653 samples\n",
"...HXZ | 1970-01-01T00:00:00.000000Z - 1970-01-01T01:01:21.760000Z | 100.0 Hz, 368177 samples\n"
]
}
],
"source": [
"src = instaseis.Source(latitude=0, longitude=0, m_pp=1E20, m_tt=1E20,\n",
" m_rr=1E20, depth_in_m=100000.0,\n",
" origin_time=obspy.UTCDateTime(0.0))\n",
"rec = instaseis.Receiver(latitude=0, longitude=10)\n",
"\n",
"tr = db.get_seismograms(source=src, receiver=rec, components=[\"Z\"], dt=None,\n",
" kind=\"displacement\")[0]\n",
"# Grossly oversample that one to make the interpolation error\n",
"# as small as possible.\n",
"tr2 = db.get_seismograms(source=src, receiver=rec, components=[\"Z\"], dt=0.005,\n",
" kernelwidth=30, kind=\"displacement\")[0]\n",
"\n",
"print(tr)\n",
"print(tr2)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Plot everything\n",
"\n",
"The difference in the resampled and not-resampled time series comes from the fact that we extract velocity seismograms from the database and have to integrate once to get to displacement.\n",
"\n",
"If it is being resampled that integration happens after being resampled as the error we make is smaller in that case. We should probably add higher order integrators which would reduce that error."
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
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N0dHRREe7Vg0kJiaSmJgIQGRkJBMnTmTGjBnlrjlhwgRatmwJQP/+/YmOjubiiy8G4JZb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\nIiKyQv8PlghzgcPDIpkAAAAASUVORK5CYII=\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x111ea0e80>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.figure(figsize=(15, 5))\n",
"\n",
"plt.plot(tr2.times() + tr2.stats.starttime.timestamp,\n",
" tr2.data, \"-\", color=\"green\", label=\"Resampled\")\n",
"plt.plot(tr.times() + tr.stats.starttime.timestamp, tr.data,\n",
" \"o\", color=\"red\", label=\"Not resampled\")\n",
"\n",
"plt.xlim(tr.stats.starttime.timestamp + 130, tr.stats.starttime.timestamp + 150)\n",
"\n",
"plt.vlines(arr[0].time, -0.001, 0.004, label=\"Theoretical arrival time\")\n",
"\n",
"_t = tr2.slice(endtime=160)\n",
"time = _t.data.argmax() * _t.stats.delta\n",
"plt.vlines(time, -0.001, 0.004, label=\"Actual arrival time\", color=\"green\")\n",
"\n",
"plt.title(\"Difference: %.3f seconds\" % (time - arr[0].time))\n",
"\n",
"plt.legend()\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# ak135 Model"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"RemoteInstaseisDB reciprocal Green's function Database (v7) generated with these parameters:\n",
"\tcomponents : vertical and horizontal\n",
"\tvelocity model : ak135f\n",
"\tattenuation : True\n",
"\tdominant period : 2.000 s\n",
"\tdump type : displ_only\n",
"\texcitation type : dipole\n",
"\ttime step : 0.487 s\n",
"\tsampling rate : 2.052 Hz\n",
"\tnumber of samples : 7591\n",
"\tseismogram length : 3699.7 s\n",
"\tsource time function : gauss_0\n",
"\tsource shift : 3.412 s\n",
"\tspatial order : 4\n",
"\tmin/max radius : 5671.0 - 6371.0 km\n",
"\tPlanet radius : 6371.0 km\n",
"\tmin/max distance : 0.0 - 180.0 deg\n",
"\ttime stepping scheme : symplec4\n",
"\tcompiler/user : ifort 1400 by di29kub on login03\n",
"\tdirectory/url : http://ten:9101\n",
"\tsize of netCDF files : 1.0 TB\n",
"\tgenerated by AxiSEM version SVN_VERSION at 2015-03-18T10:01:59.000000Z\n",
"\n",
"...MXZ | 1970-01-01T00:00:00.000000Z - 1970-01-01T01:01:36.301099Z | 2.1 Hz, 7584 samples\n",
"...HXZ | 1970-01-01T00:00:00.000000Z - 1970-01-01T01:01:21.675000Z | 200.0 Hz, 736336 samples\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/Users/lion/workspace/code/instaseis/instaseis/remote_instaseis_db.py:60: InstaseisWarning: Instaseis versions on server (0.0.1a-345-gf9f0-dirty) and on your local client (0.0.1a-345-gf9f0) differ and thus things might not work as expected.\n",
" warnings.warn(msg, InstaseisWarning)\n"
]
},
{
"data": {
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27Vz7CwgIIDo62jU7OH/+/Gyb4EydOpVmzZpRuXJlgoODOXHiBMnJhbcQMetn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\niIgf+n87xi9UmtQ8fwAAAABJRU5ErkJggg==\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x111e933c8>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"db2 = instaseis.open_db(\"http://ten:9101\")\n",
"print(db2)\n",
"\n",
"m = TauPyModel(\"ak135\")\n",
"arr = m.get_travel_times(source_depth_in_km=100, distance_in_degree=10, phase_list=[\"P\"])\n",
"\n",
"tr = db2.get_seismograms(source=src, receiver=rec, components=[\"Z\"], dt=None,\n",
" kind=\"displacement\")[0]\n",
"\n",
"tr2 = db2.get_seismograms(source=src, receiver=rec, components=[\"Z\"], dt=0.005,\n",
" kernelwidth=30, kind=\"displacement\")[0]\n",
"\n",
"print(tr)\n",
"print(tr2)\n",
"\n",
"plt.figure(figsize=(15, 5))\n",
"\n",
"plt.plot(tr2.times() + tr2.stats.starttime.timestamp,\n",
" tr2.data, \"-\", color=\"green\", label=\"Resampled\")\n",
"plt.plot(tr.times() + tr.stats.starttime.timestamp, tr.data,\n",
" \"o\", color=\"red\", label=\"Not resampled\")\n",
"\n",
"plt.xlim(tr.stats.starttime.timestamp + 130, tr.stats.starttime.timestamp + 150)\n",
"\n",
"plt.vlines(arr[0].time, -0.001, 0.004, label=\"Theoretical arrival time\")\n",
"\n",
"_t = tr2.slice(endtime=160)\n",
"time = _t.data.argmax() * _t.stats.delta\n",
"plt.vlines(time, -0.001, 0.004, label=\"Actual arrival time\", color=\"green\")\n",
"\n",
"plt.title(\"Difference: %.3f seconds\" % (time - arr[0].time))\n",
"\n",
"plt.legend()\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Test the Webservice\n",
"\n",
"with the IASP91 model as its more accurate. Cuts out a window 5 seconds before and after the P arrival. Works quite well."
]
},
{
"cell_type": "code",
"execution_count": 24,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"image/png": 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5ePGi2+EYk6NlJiEpAVxwyuf5O8FIrq2EU44TLSL5EtWfA/xUNRJYBfyMJ6F5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\nw9bp+wAAAABJRU5ErkJggg==\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x111ea0cf8>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"obspy.read(\"http://ten:9100/seismograms?sourcelatitude=10&receiverlatitude=0&\"\n",
" \"sourcelongitude=0&receiverlongitude=10&sourcedepthinmeters=100000&\"\n",
" \"sourcemomenttensor=1e20,1e20,1e20,0,0,0&components=Z&\"\n",
" \"format=miniseed&starttime=P%2D5&\"\n",
" \"endtime=P%2B5&dt=0.01\").plot(type=\"relative\");"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Plot a couple more windows."
]
},
{
"cell_type": "code",
"execution_count": 30,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"image/png": 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d734HwCOPPBLlSCrXp59+yhNPPMHUqVO58cYbGTJkCC1btix+YBlVyG3x3X09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hKRslBIEZEq78cff2T58uV07NjxgLbr0KEDhx9+OAsWLKigykSkLBRSRKTK+/jjjznhhBM4+OCD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\nSwopIiIiEpf+P/0G+FpFYB8UAAAAAElFTkSuQmCC\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x116da3ef0>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"obspy.read(\"http://ten:9100/seismograms?sourcelatitude=10&\"\n",
" \"sourcelongitude=0&sourcedepthinmeters=100000&\"\n",
" \"sourcemomenttensor=1e20,1e20,1e20,0,0,0&components=Z&\"\n",
" \"format=miniseed&starttime=P%2D5&\"\n",
" \"endtime=P%2B5&dt=0.01&\"\n",
" \"network=TA&station=A1*\").plot();"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": []
}
],
"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": "3.4.3"
}
},
"nbformat": 4,
"nbformat_minor": 0
}
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