add notebook collection from seismo-live.org on ObsPy
activate LFS
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*.png filter=lfs diff=lfs merge=lfs -text
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*.mseed filter=lfs diff=lfs merge=lfs -text
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*.sac filter=lfs diff=lfs merge=lfs -text
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{
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"cells": [
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"<div style='background-image: url(\"../share/images/header.svg\") ; padding: 0px ; background-size: cover ; border-radius: 5px ; height: 250px'>\n",
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" <div style=\"float: right ; margin: 50px ; padding: 20px ; background: rgba(255 , 255 , 255 , 0.7) ; width: 50% ; height: 150px\">\n",
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" <div style=\"position: relative ; top: 50% ; transform: translatey(-50%)\">\n",
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" <div style=\"font-size: xx-large ; font-weight: 900 ; color: rgba(0 , 0 , 0 , 0.8) ; line-height: 100%\">ObsPy Tutorial</div>\n",
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" <div style=\"font-size: large ; padding-top: 20px ; color: rgba(0 , 0 , 0 , 0.5)\">Introduction/Index</div>\n",
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" </div>\n",
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" </div>\n",
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"</div>"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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""
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"These notebooks are an introduction to ObsPy and will take about 2 days to fully complete. Some basic knowledge of scientific Python is assumed."
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## Timetable/Contents\n",
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"\n",
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"1. **[Introduction to File Formats and read/write in ObsPy](01_File_Formats.ipynb)** [45 Minutes] - *[[Solution]](01_File_Formats-with_solutions.ipynb)*\n",
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"2. **[Handling Time](02_UTCDateTime.ipynb)** [35 Minutes] - *[[Solution]](02_UTCDateTime-with_solutions.ipynb)*\n",
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"3. **[Handling Waveform Data: Stream & Trace Classes](03_waveform_data.ipynb)** [45 Minutes] - *[[Solution]](03_waveform_data-with_solutions.ipynb)*\n",
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"4. **[Handling Station Metainformation](04_Station_metainformation.ipynb)** [15 Minutes] - *[[Solution]](04_Station_metainformation-with_solutions.ipynb)*\n",
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"5. **[Handling Event Metainformation](05_Event_metadata.ipynb)** [25 Minutes] - *[[Solution]](05_Event_metadata-with_solutions.ipynb)*\n",
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"6. **[Retrieving Data from Data Centers](06_FDSN.ipynb)** [30 Minutes] - *[[Solution]](06_FDSN-with_solutions.ipynb)*\n",
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"7. **[Basic Downloading/Processing Exercise](07_Basic_Processing_Exercise.ipynb)** [60 - x Minutes] - *[[Solution]](07_Basic_Processing_Exercise-with_solutions.ipynb)*\n",
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"8. **[Exercise: Event Detection and Magnitude Estimation in an Aftershock Series](08_Exercise__2008_MtCarmel_Earthquake_and_Aftershock_Series.ipynb)** [open end] - *[[Solution]](08_Exercise__2008_MtCarmel_Earthquake_and_Aftershock_Series-with_solutions.ipynb)*"
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]
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}
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],
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"metadata": {
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"kernelspec": {
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"display_name": "Python 3",
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"language": "python",
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"name": "python3"
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},
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"language_info": {
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"codemirror_mode": {
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"name": "ipython",
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"version": 3
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},
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"file_extension": ".py",
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"mimetype": "text/x-python",
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.7.3"
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}
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},
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"nbformat": 4,
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"nbformat_minor": 2
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}
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{"cells": [{"cell_type": "markdown", "metadata": {}, "source": ["<div style='background-image: url(\"../share/images/header.svg\") ; padding: 0px ; background-size: cover ; border-radius: 5px ; height: 250px'>\n", " <div style=\"float: right ; margin: 50px ; padding: 20px ; background: rgba(255 , 255 , 255 , 0.7) ; width: 50% ; height: 150px\">\n", " <div style=\"position: relative ; top: 50% ; transform: translatey(-50%)\">\n", " <div style=\"font-size: xx-large ; font-weight: 900 ; color: rgba(0 , 0 , 0 , 0.8) ; line-height: 100%\">ObsPy Tutorial</div>\n", " <div style=\"font-size: large ; padding-top: 20px ; color: rgba(0 , 0 , 0 , 0.5)\">Handling Station Metadata</div>\n", " </div>\n", " </div>\n", "</div>"]}, {"cell_type": "markdown", "metadata": {}, "source": ["Seismo-Live: http://seismo-live.org\n", "\n", "##### Authors:\n", "* Lion Krischer ([@krischer](https://github.com/krischer))\n", "* Tobias Megies ([@megies](https://github.com/megies))\n", "---"]}, {"cell_type": "markdown", "metadata": {}, "source": [""]}, {"cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": ["%matplotlib inline\n", "import matplotlib.pyplot as plt\n", "plt.style.use('ggplot')\n", "plt.rcParams['figure.figsize'] = 12, 8"]}, {"cell_type": "markdown", "metadata": {}, "source": ["- for station metadata, the de-facto standard of the future (replacing SEED/RESP) is [FDSN StationXML](http://www.fdsn.org/xml/station/)\n", "- FDSN StationXML files can be read using **`read_inventory()`**"]}, {"cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": ["from obspy import read_inventory\n", "# real-world StationXML files often deviate from the official schema definition\n", "# therefore file-format autodiscovery sometimes fails and we have to force the file format\n", "inventory = read_inventory(\"./data/station_PFO.xml\", format=\"STATIONXML\")\n", "print(type(inventory))"]}, {"cell_type": "markdown", "metadata": {}, "source": ["- the nested ObsPy Inventory class structure (Inventory/Station/Channel/Response/...) is closely modelled after FDSN StationXML\n", "<img src=\"images/Inventory.svg\" width=90%>"]}, {"cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": ["!head data/station_BFO.xml"]}, {"cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": ["print(inventory)"]}, {"cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": ["network = inventory[0]\n", "print(network)"]}, {"cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": ["station = network[0]\n", "print(station)"]}, {"cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": ["channel = station[0]\n", "print(channel)"]}, {"cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": ["print(channel.response)"]}, {"cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": ["from obspy import read\n", "st = read(\"./data/waveform_PFO.mseed\")\n", "print(st)"]}, {"cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": ["inv = read_inventory(\"./data/station_PFO.xml\", format=\"STATIONXML\")"]}, {"cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": ["print(st[0].stats)"]}, {"cell_type": "markdown", "metadata": {}, "source": ["- the instrument response can be deconvolved from the waveform data using the convenience method **`Stream.remove_response()`**\n", "- evalresp is used internally to calculate the instrument response"]}, {"cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": ["st.plot()\n", "st.remove_response(inventory=inv)\n", "st.plot()"]}, {"cell_type": "markdown", "metadata": {}, "source": ["- several options can be used to specify details of the deconvolution (water level, frequency domain prefiltering), output units (velocity/displacement/acceleration), demeaning, tapering and to specify if any response stages should be omitted"]}, {"cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": ["st = read(\"./data/waveform_PFO.mseed\")\n", "st.remove_response(inventory=inv, water_level=60, pre_filt=(0.01, 0.02, 8, 10), output=\"DISP\")\n", "st.plot()"]}, {"cell_type": "markdown", "metadata": {}, "source": ["- station metadata not present in StationXML yet but in Dataless SEED or RESP files can be used for instrument correction using the `.simulate()` method of Stream/Trace in a similar fashion"]}], "metadata": {"kernelspec": {"display_name": "Python 3", "language": "python", "name": "python3"}}, "nbformat": 4, "nbformat_minor": 2}
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||||
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||||
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||||
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</mag>
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||||
<methodID>smi:webservices.rm.ingv.it/fdsnws/event/1/query?methodId=2</methodID>
|
||||
<creationInfo>
|
||||
<agencyID>INGV</agencyID>
|
||||
<author>CSEM</author>
|
||||
<creationTime>2013-01-05T23:02:39</creationTime>
|
||||
</creationInfo>
|
||||
</magnitude>
|
||||
</event>
|
||||
</eventParameters>
|
||||
</q:quakeml>
|
||||
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Reference in New Issue
Block a user