Library reference

Warning

MTUQ is still in under development. Some documentation may be incomplete or describe planned rather than current functionality.

Seismic data structures

mtuq.Dataset	Container for observed or synthetic seismic data
mtuq.GreenTensor	Green’s tensor object
mtuq.GreenTensorList	Container for Green’s tensor objects

Data I/O

mtuq.download_greens_tensors	Downloads Green’s tensors from syngine
mtuq.open_db	Opens Green’s tensor database from disk
mtuq.open_ds	Opens grid search results from disk
mtuq.read	Reads seismic data from disk

Data processing and inversion

mtuq.ProcessData	Data processing function constructor
mtuq.PolarityMisfit	Polarity misfit function constructor
mtuq.WaveformMisfit	Waveform misfit function constructor
mtuq.grid_search	Evaluates misfit over grids
mtuq.MTUQDataArray	Data structure for storing misfit on regularly-spaced grids
mtuq.MTUQDataFrame	Data structure for storing misfit on irregularly-spaced grids

Station and event structures

mtuq.Station	Station metdata object
mtuq.Origin	Origin metdata object
mtuq.Wavelet	Source wavelet or source-time function object
mtuq.Force	Force source
mtuq.MomentTensor	Moment tensor source

Data visualization

mtuq.graphics.plot_waveforms1	Plots surface waves only
mtuq.graphics.plot_waveforms2	Plots body and surface waves
mtuq.graphics.plot_data_greens1	Variation on plot_waveforms1
mtuq.graphics.plot_data_greens2	Variation on plot_waveforms2
mtuq.graphics.plot_beachball	Plots first-motion beachball
mtuq.graphics.plot_polarities	Plots first-motion data fit

Moment tensor and force visualization

mtuq.graphics.plot_likelihood_lune	Plots maximum likelihoods on lune
mtuq.graphics.plot_marginal_lune	Plots marginal likelihoods on lune
mtuq.graphics.plot_misfit_lune	Plots misfit on lune
mtuq.graphics.plot_likelihood_vw	Plots maximum likelihoods on v,w rectangle
mtuq.graphics.plot_marginal_vw	Plots marginal likelihoods on v,w rectangle
mtuq.graphics.plot_misfit_vw	Plots misfit on v,w rectangle
mtuq.graphics.plot_likelihood_force	Plots maximum likelihoods w.r.t force orientation
mtuq.graphics.plot_marginal_force	Plots marginal likelihoods w.r.t. force orientation
mtuq.graphics.plot_misfit_force	Plots misfit w.r.t force orientation

Depth and hypocenter visualization

mtuq.graphics.plot_likelihood_depth	Plots maximum likelihoods versus depth
mtuq.graphics.plot_misfit_depth	Plots misfit versus depth
mtuq.graphics.plot_likelihood_latlon	Plots maximum likelihoods versus hypocenter
mtuq.graphics.plot_misfit_laton	Plots misfit versus hypocenter

Station attributes visualization

mtuq.graphics.plot_time_shifts	Plots time shifts by location and component
mtuq.graphics.plot_amplitude_ratios	Plots amplitude ratios by location and component
mtuq.graphics.plot_cross_corr	Plots normalized cross-correlation by location and component

Moment tensor and force grids

mtuq.grid.FullMomentTensorGridRandom	Grid with randomly-drawn full moment tensors
mtuq.grid.FullMomentTensorGridSemiregular	Grid with semiregularly-spaced full moment tensors
mtuq.grid.DoubleCoupleGridRandom	Grid with randomly-drawn double couples
mtuq.grid.DoubleCoupleGridRegular	Grid with regularly-spaced double couples
mtuq.grid.DeviatoricGridRandom	Grid with randomly-drawn deviatoric moment tensors
mtuq.grid.DeviatoricGridSemiregular	Grid with semiregularly-spaced deviatoric moment tensors
mtuq.grid.ForceGridRandom	Grid with randomly-drawn forces
mtuq.grid.ForceGridRegular	Grid with regularly-spaced forces

Grid base classes

Note

These base classes can be used for specialized uses cases not covered by the above grids

mtuq.grid.Grid	Grid defined by values on axes
mtuq.grid.UnstructuredGrid	Grid defined by lists of coordinates points

Database and web service clients

Note

These classes provide low-level database and web service access. Normally it is easier to use high-level functions mtuq.download_greens_tensors or mtuq.open_db instead.

mtuq.io.clients.AxiSEM_NetCDF.Client	AxiSEM NetCDF database client based on instaseis
mtuq.io.clients.FK_SAC.Client	FK database client
mtuq.io.clients.CPS_SAC.Client	CPS database client
mtuq.io.clients.SPECFEM3D_SGT.Client	SPECFEM3D/3D_GLOBE database client based on seisgen
mtuq.io.clients.syngine.Client	Syngine web service client

Low-level misfit modules

Note

Waveform misfit evaluation is the most computationally intensive task performed by this package. These classes provide low-level access to non-optimized and optimized versions of the misfit function (the former exists to check correctness of the latter). Normally users can avoid this complexity by simply calling mtuq.misfit.WaveformMisfit.

mtuq.misfit.waveform.level0.misfit	Easy-to-read pure Python implementation
mtuq.misfit.waveform.level1.misfit	Fast pure Python implementation
mtuq.misfit.waveform.level2.misfit	Fastest Python/C implementation