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Interactions Between the <strong>IRIS</strong> Data Management<br />

System and PASSCAL Programs<br />

Twenty years ago, few people anticipated the present scope<br />

of PASSCAL’s data-generation capabilities. Instead of being<br />

dominated by active-source data sets in SEGY format, the<br />

PASSCAL facility has evolved into one largely dominated<br />

by broadband data collected during dozens of multiyear<br />

experiments led by numerous PIs. Proper archival of data<br />

and metadata for the long-term benefit of the community is<br />

obligatory for essentially all science-driven uses of PASSCAL<br />

instrumentation, and requires substantial interaction<br />

between PASSCAL and the <strong>IRIS</strong> Data Management System.<br />

Data Availability<br />

Permanent archival of broadband data from PASSCAL<br />

experiments is now routine and relies heavily upon close<br />

coordination between the PIC and the <strong>IRIS</strong> DMC in<br />

Seattle. SEGY data sets from active-source experiments also<br />

continue to routinely flow to the DMC (Figure 31). PIC personnel<br />

performs all front-line quality control on PASSCAL<br />

data and metadata.<br />

At the end of 2007, the <strong>IRIS</strong> DMC had 2.22 terabytes of<br />

assembled PASSCAL data archived and 14.97 terabytes of<br />

broadband data available in SEED format.Total PASSCAL<br />

Archive Size (terabytes)<br />

80.0<br />

70.0<br />

60.0<br />

50.0<br />

40.0<br />

30.0<br />

20.0<br />

10.0<br />

0.0<br />

Jan-92<br />

Jan-93<br />

Jan-94<br />

Jan-95<br />

Jan-96<br />

<strong>IRIS</strong> DMC Archive Growth<br />

Single Sort<br />

January 1, 2008<br />

Jan-97<br />

Jan-98<br />

Jan-99<br />

Figure 31. PASSCAL data form one of the largest data volumes at the<br />

<strong>IRIS</strong> DMC, second only to US regional networks.<br />

Jan-00<br />

Date<br />

Jan-01<br />

Jan-02<br />

Jan-03<br />

EarthScope<br />

PASSCAL<br />

Engineering<br />

US Regional<br />

Other<br />

JSP<br />

FDSN<br />

GSN<br />

Jan-04<br />

Jan-05<br />

Jan-06<br />

Jan-07<br />

Jan-08<br />

DMC holdings are now approximately 25% of the DMS<br />

archive—roughly 30% more data than the <strong>IRIS</strong> GSN archive,<br />

and include data from 3,862 PASSCAL stations in its archives.<br />

A key feature at the DMC is that its various request tools<br />

can generate requests for SEED-formatted data volumes<br />

for users regardless of whether those data were collected by<br />

the GSN, FDSN partners, US regional networks, USArray,<br />

or PASSCAL. For instance, a simple query procedure using<br />

the jWEED program allows a user to draw a region on a<br />

world map and request all broadband data collected within<br />

that box. This was not originally anticipated as a capability<br />

when <strong>IRIS</strong> was originally formed, but now allows for the<br />

seamless use of the worldwide broadband data resource by<br />

the broad community.<br />

PASSCAL Data Distribution<br />

GSN data are the most frequently requested single data<br />

source at the DMC, but the amount of distributed PASSCAL<br />

data is also very large (Figure 32). The annual request rate<br />

is also accelerating for both data sets with a doubling time<br />

of approximately two years. Data volume requested from<br />

PASSCAL sources is currently more than one-half of that<br />

requested from GSN sources (e.g., 9.9 terabytes total as<br />

compared with 18.4 terabytes for the GSN). Although the<br />

Transportable Array is in many respects the most exciting<br />

new data source in seismology, total shipments from<br />

PASSCAL experiments currently still exceed data shipments<br />

for the Transportable Array (9.9 terabytes as compared to 7.4<br />

terabytes) and only last year did more data ship on an annual<br />

basis from the Transportable Array than from PASSCAL (3.8<br />

terabytes from the Transportable Array as compared with 3.4<br />

terabytes for PASSCAL).<br />

Support for Assembled Data from Controlled<br />

Source Seismic Experiments<br />

The PASSCAL Instrument Center continues to improve<br />

support for SEGY format data. Over the past two years,<br />

PASSCAL and the DMS have developed a system based<br />

34

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