The underlying data remains fully available through fdsnws-dataselect at service.earthscope.org/fdsnws/dataselect/1/. The processing, conversion, and visualization capabilities previously provided server-side can be replicated client-side using widely adopted open-source tools.
irisws-timeseries — Utilize fdsnws-dataselect to fetch original miniSEED data, subsequently performing signal processing (e.g., filter(), decimate(), trim()) within a client-side ObsPy environment.
irisws-tracedsp — No explicit user migration required; digital signal processing functionality is integrated directly into the ObsPy framework for data manipulated after retrieval from dataselect.
irisws-rotation — Coordinate transformations are supported through the obspy.signal.rotate module, including the rotate_ne_rt() and rotate_zne_lqt() methods.
irisws-audio — For sonification purposes, waveform data may be exported via ObsPy to NumPy arrays and converted to audible WAV files using scipy.io.wavfile.
irisws-plotter — Transition to the irisws-timeseriesplot service, accessible at service.earthscope.org/irisws/timeseriesplot/1/, or generate plots client-side using ObsPy integrated with Matplotlib.
irisws-ms2sac — Direct conversion from miniSEED to SAC format is achieved using stream.write(format="SAC") within the ObsPy library.
irisws-ms2ascii — ASCII text exports are available by reading miniSEED with obspy.read() and writing via TSPAIR or SLIST formatting options.
General guidance: The open-source ObsPy project (https://obspy.org) serves as the primary recommended alternative for replicating these server-side workflows in a modern, programmatic manner.