Create Trace Obspy

I recommend you to get familiar with the SEG. explain what this code does (tracing) write some code that does a task (programming) It's useful to know how to do all 3. The Earth and Environmental Sciences division develops and applies a suite of software to address physical processes across numerous scales including earth system models, subsurface flow and transport, machine learning, seismoacoustics, discrete fracture networks, ecosystem hydrology, terrestrial-atmospheric-hydrological interactions, infrastructure and management, and wildfire behavior. signal import PPSD. FreeBSD is an operating system used to power modern servers, desktops, and embedded platforms. Provides classes and methods for seismic data analysis. distance (Offset) must be defined in meters. err to the console window. By voting up you can indicate which examples are most useful and appropriate. To start we need to import the correct libraries. IRIS is a 501 (c) (3) nonprofit organization incorporated in the state of Delaware with its primary headquarters office located in Washington, DC. longitude must be defined if the section is plotted in great circle distances (dist_degree=True) along with parameter ev_coord. pyasdf is written in Python and utilizes the data structures of ObsPy to allow the construction of modern and efficient workflows. bigsdb: Bacterial Isolate Genome Sequence Database, demandé il y a 4036 jours. By the way, they are all great packages (obspy is amazing for anyone who uses seismic data) from obspy import read … Read more Plot seismogram (SAC file), events, stations in Python (Part 1) Categories Python , Seismology Tags numpy , obspy , pandas , plot seismic trace , seismogram Leave a comment. The examples show you how to properly scale the output of fft for even-length inputs, for normalized frequency and hertz, and for one- and two-sided PSD estimates. Alternatively you can iterate over the traces in a hdf5 file with the iterh5 function. 2011, Krischer et al. Sample distance in seconds (default value is 1. For this example, the. In particular, GISMO provides a framework that speeds the development time for building research codes around seismic waveform/trace data, event catalog data and instrument responses. The reference trace used to measure the time delays is shown in red at the top of the panel. We need to declare a few variables: block length, this is the same as datapoints. Moho imaging based on receiver function analysis with teleseismic wavefield reconstruction: Application to South China Author links open overlay panel Penghan Song a b Xuemei Zhang c Youshan Liu a Jiwen Teng a. They are extracted from open source Python projects. It is widely used for data exchange. 8 shows the effects of varying the arrival-time pick on a trace with random Gaussian noise added to give an amplitude SNR of 10. “Ray tracing Jell-O brand gelatin. Install h5py and obspy. The optional plot parameter determines if a plot is produced or not. For import from obspy you can checkout the obspy_compat pyrocko module to convert your obspy data into pyrocko data and obspy inventories to pyrocko stations. 1915 64 bit (AMD64). 2-1 Utilities to create animations in statistics cran-ape-r30 3. A Trace object containing a seismic trace - a continuous timeseries. This has the effect of scaling the default tick locations. Thus, correlation data can be easily accessed with ObsPy's read() function after the calculation. An associated data-type object describes the format of each element in the array (its byte-order, how many bytes it occupies in memory, whether it is an. By the way, they are all great packages (obspy is amazing for anyone who uses seismic data) from obspy import read … Read more Plot seismogram (SAC file), events, stations in Python (Part 1) Categories Python , Seismology Tags numpy , obspy , pandas , plot seismic trace , seismogram Leave a comment. 使用ObsPy的NRL客户端，可以从IRIS DMC Library of Nominal Responses（NRL）中查找仪器响应并将其附加到每个信道。 import obspy from obspy. :param event: ObsPy `~obspy. taup import TauPyModel. Sample distance in seconds (default value is 1. 1 Automating Environmental Computing Applications with Scientific Workflows Rafael Ferreira da Silva , Ewa Deelman , Rosa Filgueiraz, Karan Vahi , Mats Rynge Rajiv Mayani , Benjamin Mayerx. It provides parsers for common file formats, clients to access data centers and seismological signal processing routines which allow the manipulation of seismological time series (see Beyreuther et al. Here are the examples of the python api obspy. 1 (tags/RELEASE_401/final) Python Implementation. RESEARCH JOURNAL Earth Sci. System / Python Architecture 64bit Machine AMD64 Node eQ-Computer Processor Intel64 Family 6 Model 58 Stepping 9, GenuineIntel Python Compiler MSC v. Then, rfstats will be called for each Trace. dh-virtualenv - Build and distribute a virtualenv as a Debian package. Join our community at discourse. The arrival-time uncertainty was left at the initial value (σ τ = 0. fdsn import Client from obspy import UTCDateTime. By voting up you can indicate which examples are most useful and appropriate. We show the three-component seismograms and the STA/LTA traces of three different characteristic functions: the horizontal energy trace (red line), the principal eigenvalue of the instantaneous covariance matrix (green line) and the P-wave characteristic function based on the vertical energy trace (blue line) (for a more detailed figure, see. Annals of Geophysics is an international, peer-reviewed, open-access, online journal. 2-1 Utilities to create animations in statistics cran-ape-r30 3. `dataset_kwargs={'compression':'gzip'}`. RESEARCH JOURNAL Earth Sci. I am trying to save data in SEG-Y format using Python's ObsPy. :param event: ObsPy `~obspy. In this specific case, the ``pair`` field of the job will only be NET. A container for additional header information of a ObsPy Trace object. MODULE 1: Getting started in Python. In the database, ages are stored in a proprietary format using mnemonic representations. I just compared the displacement computed using RawSeismicInstrumentCorrection and those using ObsPy and SEISAN and they are not the same. I already checked the obspy tutorial and my main problem is that i dont know how to access the poles and zeros and amplification factor from the miniseed file. Updated on 1 November 2019 at 00:33 UTC. System / Python Architecture 64bit Machine x86_64 Node Tods-iMac Processor i386 Python Compiler Clang 4. Creating a trace object from scratch¶ Creates two Trace objects, fills them with noise (using numpy. Seperation of intrinsic and scattering Q by envelope inversion. For example, entering the following code in a Python shell/interpreter >>> from obspy. By using Instaseis and obspy, Syngine provides users with fully customizable synthetic seismograms for any source-receiver combination with a variety of source options including point source or user supplied moment tensors (or GCMT), support for finite-fault models, variable width and custom source-time functions. To start we need to import the correct libraries. Install h5py and obspy. ; Note: In case where multiple versions of a package are shipped with a distribution, only the default version appears in the table. :copyright: The ObsPy Development Team ([email protected] System / Python Architecture 64bit Machine x86_64 Node it032058 Processor i386 Python Compiler Clang 4. Stream object. Alternatively you can iterate over the traces in a hdf5 file with the iterh5 function. Each event will contain a number of comments dealing with correlation values and channels used for the detection. core import Trace,Stream,UTCDateTime. trace import Stats. dk Jens Havskov(1) jens. Adding Colorbar to a Spectrogram. core import Trace,Stream,UTCDateTime. Waveforms are described in the Wfdisc table, and there are two ways to get waveforms from a query. 74 # server does not accept longitude greater than 180. RayFire Tutorial - How to create Trace Map MirVadim. Let me know if you need help with that. For each Trace object the station name is defined, the channel name, the sampling interval (0. Adding a new data reader. ObsPy was partially funded by the. trigger: Run a triggering algorithm on all traces in the stream. split: Split any trace containing gaps into contiguous unmasked traces. core import Trace,Stream,UTCDateTime import Queue from threading import Thread. Parameters • traces - list of traces, single trace or stream object. Vectorizing images Welcome to CorelDRAW®, a comprehensive vector- based drawing and graphic-design program for the graphics professional. The best reference for SAC can be found from the IRIS website: SAC Software Manual , and SAC Tutorial Guide for New Users. [email protected] Below is the first portion of the code that reads mseed data. Trace GPS transcription from CSV with fields like mark name, lon, lat, elev, time Use GPS altitude to adjust z position across profile. dk Jens Havskov(1) jens. The traveltime curves are computed for PREM using OBSPY. Installation Guide. The proper long-term solution would be to create a new ObsPy waveform reading plugin potentially derived from obspy. Navigation. org) :license: GNU Lesser General Public. Adding a new data reader. Initialises to None. In this specific case, the pair field of the job will only be NET. First of all, I am a little surprised by this researcher position. the design goal is to create a measure of seismogram similarity that enables the identi cation of seismograms sharing a common source event, regardless of the path of travel. split: Split Trace object containing gaps using a NumPy masked array into: std: Method to get the standard deviation of amplitudes in the trace. Creating a trace object from scratch¶ Creates two Trace objects, fills them with noise (using numpy. random()) and saves them with save() to a single or to split files. GitHub is home to over 40 million developers working together to host and review code, manage projects, and build software together. SFrame 提供下列结构的完整实现： SFrame SArray SGraph C++ SDK surface area (gl_sframe, gl_sarray, gl_sgraph) SFrame 包含来自 Dato 的开源组件 GraphLab Create 。 SFrame info:更多puby信息. Julio Guzman, Sr. com/sindresorhus. Pick taken from open source projects. The first notch at 142 ft was abandoned after the first two short injection tests indicated that we reactivated a pre-existing natural fracture. 6 out of 5 stars 48. trace import Trace: from obspy. Manager of Technology Investments @ Invesco Dash has given our quant team a powerful framework for next generation analytical apps. trace _add_processing_info. This is the place to post completed Scripts/Snippets that you can ask for people to help optimize your code or just share what you have made (large or small). pyringe - Debugger capable of attaching to and injecting code into Python processes. Dispersion of Rayleigh and Love waves can be used to obtain an S-wave velocity model, which is essential for different near-surface applications, such as calculating the statics for seismic reflection processing (Mari 1984), or creating filters to remove ground roll from seismic reflection trace (Halliday et al. Follow these steps to display formula relationships among cells: Click File > Options > Advanced. And luckily, if you are trying to trace cell phone text messages (and I'm sure we'll all be doing much more of that as time goes on), it is the same process. Installation. You can vote up the examples you like or vote down the ones you don't like. cran-animation-r215 2. com/sindresorhus. ObsPy provides unified access to read seismograms formatted as GSE2, MiniSEED, SAC, or SEISAN. We need to declare a few variables: block length, this is the same as datapoints. System / Python Architecture 64bit Machine x86_64 Node kamb Processor x86_64 Python Compiler GCC 7. I have a miniseed file with a singlechannel trace and I assume the data is in counts (how can i check the units of the trace?). figure taken from open source projects. It follows a similar processing. [obspy-users] How to get a lat/lon for each trace from SEG-Y file? Lion Krischer krischer at geophysik. class_isola. Peripheral Links. Update to 4. Here are the examples of the python api obspy. Because the discrete Fourier transform separates its input into components that contribute at discrete frequencies, it has a great number of applications in digital signal processing, e. 多年来一直从事技术开发，越来越觉得自己知识太少，基本属于无知的行列，所以不敢写blog，心虚。。。 最近在研究vtk显示地震数据的问题，通过阅读之前其他网友所提供的vtk学习笔记，收获不少，特此表示感谢。. Saves and writes ObsPy streams to hdf5 files. It provides parsers for common file formats, clients to access data centers and seismological signal processing routines which allow the manipulation of seismological time series (see Beyreuther et al. EQcorrscan latest. waveform (obspy. Data set is too small. Download trace_scratch. I already checked the obspy tutorial and my main problem is that i dont know how to access the poles and zeros and amplification factor from the miniseed file. However, some Councils still have this patch in their local Scout store and will continue to allow people to earn it until the patches are gone. get_waveforms will be called as described in the example configuration file. 1915 64 bit (AMD64). Read directly from wfdisc instances. By voting up you can indicate which examples are most useful and appropriate. jaeger - A distributed tracing system. Most of the difficulty in writing data file readers for the various formats supported by gmprocess comes in handling the various types of headers and inconsistencies in adherence to the various standards. The alphanumeric data file format is an ASCII equivalent of the SAC data file format. A preview trace consists of maximum minus minimum of all samples within ``delta`` seconds. org/seis_prov/0. We need to declare a few variables: block length, this is the same as datapoints. tag - The path that will be given to all waveform files. Trace: An object containing data of a continuous series, such as a seismic trace. i'm reading the obspy tutorial, section "Anything to MiniSEED", but i can't understand the data con. FreeBSD への寄付. Traditionally, detecting regional and teleseismic events has required the use of an expensive multi-instrument seismic array; however in this work, we present DeepPick, a novel seismic detection algorithm capable of array-like detection performance from a single-trace. ObsPy: Seismology toolbox Moritz Beyreuther et al. Here are the examples of the python api obspy. by Christoph Gohlke, Laboratory for Fluorescence Dynamics, University of California, Irvine. Clone via HTTPS Clone with Git or checkout with SVN using the repository’s web address. SAC overview. tracer - Simple, lightweight tracing. References to specific ObsPy classes can be found in the source code. They are extracted from open source Python projects. An alternative way of requesting waveform data and station/event metadata is through ObsPy, a Python framework for seismology. The HCD trace is dominated by longer period waves, coming from earthquakes, than those of the LCD trace. JParkCodes is an expedient for me to disseminate information about computer codes used by the Yale University Seismology Group. References to specific ObsPy classes can be found in the source code. core import Trace,Stream,UTCDateTime import Queue from threading import Thread. 2010, Megies et al. ObsPy defines a Trace to contain a single, contiguous, equally sampled time window of waveform data alongside the necessary meta-information. a hardware definition language for specifying the layout of digital circuits. This page is automatically generated from a Jupyter Notebook. They are extracted from open source Python projects. times: For convenient plotting compute a NumPy array with timing information: trigger: Run a triggering algorithm on the data of the current trace. By voting up you can indicate which examples are most useful and appropriate. I am trying to bandpass filter a trace (loaded correctly) using tr. Thus, correlation data can be easily accessed with ObsPy's read() function after the calculation. It takes up much more room on disk and is much slower to read and write. Here are the examples of the python api obspy. 1 Automating Environmental Computing Applications with Scientific Workflows Rafael Ferreira da Silva , Ewa Deelman , Rosa Filgueiraz, Karan Vahi , Mats Rynge Rajiv Mayani , Benjamin Mayerx. By the way, they are all great packages (obspy is amazing for anyone who uses seismic data) from obspy import read Read morePlot seismogram (SAC file), events, stations in Python (Part 1). Create a spectrogram plot for each trace in the stream. org) :license: GNU Lesser General Public License. afinalAfinal是一个android的ioc，orm框架 https://github. Getting Started with AWS X-Ray. In this tutorial, you will trace a bitmap image to convert it to a vector image. IRIS is governed according to By-laws. Click titles of most blogposts to see Google Drive directory JParkCodes, where the codes and shell scripts reside in the cloud. Using active and passive seismology data we derive a shear (S) wave velocity model and a Poisson's ratio (σ) model across the Chilean convergent margin along a profile at 38°15′S, where the M w 9. # Here the negative numbers are used to the power of 10 to create a loop that goes from 0. Once you have done this the standard pyrocko traces will need to be converted to beat trace objects, this is done simply, assuming that "traces" is a list of pyrocko trace objects, by:. com/sindresorhus. DESCRIPTION. python-hunter - A flexible code tracing toolkit. I need to load more than the bare minimum parameters (delta, npts, and start time) in the trace headers. Moho imaging based on receiver function analysis with teleseismic wavefield reconstruction: Application to South China Author links open overlay panel Penghan Song a b Xuemei Zhang c Youshan Liu a Jiwen Teng a. You can vote up the examples you like or vote down the ones you don't like. The parameter ``delta`` must be a multiple of the: sampling rate of the ``trace`` object. err to the console window. 1915 64 bit (AMD64). ObsPy is an open-source project dedicated to provide a Python framework for processing seismological data. 2-1 Utilities to create animations in statistics cran-animation-r31 2. Once you have done this the standard pyrocko traces will need to be converted to beat trace objects, this is done simply, assuming that "traces" is a list of pyrocko trace objects, by:. RayFire Tutorial - How to create Trace Map MirVadim. remove_response: Deconvolve instrument response. We show the three-component seismograms and the STA/LTA traces of three different characteristic functions: the horizontal energy trace (red line), the principal eigenvalue of the instantaneous covariance matrix (green line) and the P-wave characteristic function based on the vertical energy trace (blue line) (for a more detailed figure, see Supporting Information). It is useful if you wish to look at the content of the file using a text editor or wish to transfer data to a different kind of computer. PRISM is coded in Java language, and does not dependent on closed-source or proprietary software. Obspy uses Numpy arrays for its data, this is another library but no need to install it, it comes with Obspy. First of all, I am a little surprised by this researcher position. filter('bandpass', freqmin, freqmax, df, corners=corners, zerophase=False) Unfortunately this returns: Traceback (most recent c. Seperation of intrinsic and scattering Q by envelope inversion. For each Trace object the station name is defined, the channel name, the sampling interval (0. # Awesome Python [![Awesome](https://cdn. pyasdf is written in Python and utilizes the data structures of ObsPy to allow the construction of modern and efficient workflows. Install h5py and obspy. is the obspy module included in the Anaconda suite? I won't be using any specific seismology files as input, but would simply like to create these beach balls by just manually inserting the corresponding parameters. The FreeBSD Project. Stream-class: Class '"Stream"' in IRISSeismic: Classes and Methods for Seismic Data Analysis rdrr. Ray tracing is a technique that we use is seismology, but also in computer graphics. “Unknown format for file %s” in Obspy. 2-1 Utilities to create animations in statistics cran-animation-r30 2. Loading Unsubscribe from MirVadim? Cancel Unsubscribe. i'm reading the obspy tutorial, section "Anything to MiniSEED", but i can't understand the data con. STA, not a "pair". How did you choose the projects to analyze? As a starting point, I used the repository set that I also use for my research work. coordinates. And as before we need to set-up the ADC as below: from Adafruit_ADS1x15 import ADS1x15 sps = 16 #samples per second adc = ADS1x15(ic= 0x01) #create class identifying model used. DESCRIPTION. We have collection of more than 1 Million open source products ranging from Enterprise product to small libraries in all platforms. Observed and synthetic waveforms can be passed as either ObsPy Trace objects, or Stream objects with one component. The alphanumeric data file format is an ASCII equivalent of the SAC data file format. Dispersion of Rayleigh and Love waves can be used to obtain an S-wave velocity model, which is essential for different near-surface applications, such as calculating the statics for seismic reflection processing (Mari 1984), or creating filters to remove ground roll from seismic reflection trace (Halliday et al. Alternatively you can iterate over the traces in a hdf5 file with the iterh5 function. correlate(). You can vote up the examples you like or vote down the ones you don't like. For each Trace object the station name is defined, the channel name, the sampling interval (0. It can be used as a plugin to obspy's read function to read a whole hdf5 file. ObsPy provides unified access to read seismograms formatted as GSE2, MiniSEED, SAC, or SEISAN. :param starttime,endtime: constrain start and end dates:param dataset_kwargs: options passed to obspyh5 resp. 1-1-2 Analyses of Phylogenetics and Evolution cran-ape-r31 3. The FreeBSD Project. Then, I added to this selection, the. 3 ms on average when feeding the input as 1000 windows per batch to exploit the maximum GPU memory size. Trace taken from open source projects. Project on Github. signal - Signal Processing Routines for ObsPy ===== Capabilities include filtering, triggering, rotation, instrument correction and. In a few minutes, you can launch the sample app, generate traffic, send segments to X-Ray, and view a service graph and traces in the AWS Management Console. Nuitka - Compile scripts, modules, packages to an executable or extension module. System / Python Architecture 64bit Machine x86_64 Node kamb Processor x86_64 Python Compiler GCC 7. First, the hilbert transform is taken to obtain the analytic signal and hence the instantaneous phase. org/seis_prov/0. 说明：obspy是一个针对地震领域开发的python库。其目的是使地震学软件包和工作流程的发展更为便利,也利用这些功能为地震学进入更大的科学python生态系统建桥铺路。. Trace GPS transcription from CSV with fields like mark name, lon, lat, elev, time Use GPS altitude to adjust z position across profile. Louis, MO-IL Grand Rapids - Wyoming, MI. sac') #read almost any seismic format file. The Earth and Environmental Sciences division develops and applies a suite of software to address physical processes across numerous scales including earth system models, subsurface flow and transport, machine learning, seismoacoustics, discrete fracture networks, ecosystem hydrology, terrestrial-atmospheric-hydrological interactions, infrastructure and management, and wildfire behavior. EARTH SCIENCES. Parameters • traces - list of traces, single trace or stream object. cm import pqlx. To keep your original data, use copy() to create a copy of your trace object. to create a super simple test case to try different approaches suggested in the obspy-users mailing list, print trace. Saves and writes ObsPy streams to hdf5 files. Title: Analysis and Presentation of Social Scientific Data Description: This is a collection of tools that the author (Jacob) has written for the purpose of more efficiently understanding and sharing the results of (primarily) regression analyses. You can vote up the examples you like or vote down the ones you don't like. How to adjust axes properties in R. manhole - Debug service that will accept unix domain socket connections and present the stacktraces for all threads and an interactive prompt. This may be specified as either: * an absolute date and time * a phase-relative offset * an offset from origin time in seconds If the value is recognized as a date and time, it is interpreted as an. Click titles of most blogposts to see Google Drive directory JParkCodes, where the codes and shell scripts reside in the cloud. Ray tracing is a technique that we use is seismology, but also in computer graphics. Here are the examples of the python api matplotlib. import io from obspy. Once the reviewer(s) complete their work, the AE read the paper, the revision(s) and make a short comment giving their opinion about the destiny of the submission. All ObsPy processing that is applied to a stream is also recorded in the header, which further supports accurate record keeping and reproducibility. We need to declare a few variables: block length, this is the same as datapoints. Then, rfstats will be called for each Trace. It provides parsers for common file formats, clients to access data centers and seismological signal processing routines which allow the manipulation of seismological time series. Obspy uses Numpy arrays for its data, this is another library but no need to install it, it comes with Obspy. 4 dated 2018-02-13. Can be accessed. :type delta. 01s = 1 sample), meaning that even small variations in the trace could cause large changes in the estimated probability. A Stats object may contain all header information (also known as meta data) of a Trace object. They are extracted from open source Python projects. { "_metainformation": { "format": "SEIS-PROV", "namespace": "http://seisprov. import networkx as nx # This function computes a lower bound on the length of Hamiltonian cycles starting with vertices in the list sub_cycle. normalize: Normalize all Traces in the Stream. Key to load the reference trace from, e. The raw data is not accessible anymore afterwards. They are extracted from open source Python projects. A device for assigning to the unknown onset of a signal in a noisy time series a probability of that onset having a signed excursion away from the trace mean including one or more means arranged to: define a polarity at a given time sample by reference to the sign of the amplitude difference between the extrema immediately before and after the given time sample in the time series; define a positive and a negative polarity probability density function; take the respective products of the. signal - Signal Processing Routines for ObsPy ===== Capabilities include filtering, triggering, rotation, instrument correction and. 3D Geometrical Transformations Foley & Van Dam, Chapter 5 3D Geometrical Transformations • 3D point representation • Translation • Scaling, reflection • Shearing. Observed and synthetic waveforms can be passed as either ObsPy Trace objects, or Stream objects with one component. Updated on 1 November 2019 at 00:33 UTC. To get started with AWS X-Ray, launch a sample app in Elastic Beanstalk that is already instrumented to generate trace data. The detection of seismic events at regional and teleseismic distances is critical to Nuclear Treaty Monitoring. [obspy-users] How to get a lat/lon for each trace from SEG-Y file? Lion Krischer krischer at geophysik. Mondaic About Us Products Services Docs. Download trace_scratch. Writing your own quiz questions and answers is helpful because it helps you learn the stuff as you might see it on a test, rather than a more passive, read Chapter 1. Seven examples of linear and logarithmic axes, axes titles, and styling and coloring axes and grid lines. Saves and writes ObsPy streams to hdf5 files. Note that 'spl1' (data splice 1) is a trace from ObsPy. 1 seconds before the actual arrival of that phase, then the pick time generated by match_filter for that phase will be 0. Instaseis is written in Python and utilizes the data structures of ObsPy to allow the construction of modern and efficient workflows. With the introduction of the improved Image Trace function in Adobe Illustrator CS6 and later upgrades, a whole world of possibility opened up to users of graphics software who want the ability to trace line art and photos and turn them into vector images. Creating a trace object from scratch¶ Creates two Trace objects, fills them with noise (using numpy. To start we need to import the correct libraries. The examples show you how to properly scale the output of fft for even-length inputs, for normalized frequency and hertz, and for one- and two-sided PSD estimates. Adds many convenience functions, and functionality specific to WaveLoc processing. German Science Foundation (DFG. Can be accessed directly. 2010, Megies et al. So a stream is like a list containing multiple traces and a trace is an object containing data of a continuous series, such as a seismic trace (trace, stream). To plot a record section the ObsPy header trace. 1/#", "recommended_namespace_prefix": "seis_prov", "version": "0. Pesce Submitted to the Department of Mechanical Engineering On August 23, 2010 in partial fulfillment of the requirement for the degree of. You can vote up the examples you like or vote down the ones you don't like. It can be used as a plugin to obspy's read function to read a whole hdf5 file. Navigation. is the obspy module included in the Anaconda suite? I won't be using any specific seismology files as input, but would simply like to create these beach balls by just manually inserting the corresponding parameters.