<?xml version='1.0' encoding='UTF-8'?>
<metadata xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
  <idinfo>
    <citation>
      <citeinfo>
        <origin>Sara K. McBride</origin>
        <origin>Danielle Sumy</origin>
        <origin>Andrea L. Llenos</origin>
        <origin>Grace A. Parker</origin>
        <origin>Jeff J. McGuire</origin>
        <origin>Jessie Saunders</origin>
        <origin>Men-Andrin Meier</origin>
        <origin>Douglas D. Given</origin>
        <origin>Robert M. deGroot</origin>
        <pubdate>20220608</pubdate>
        <title>Data Release for Latency Testing of Wireless Emergency Alerts intended for the ShakeAlert earthquake early warning system for the West Coast of the United States of America</title>
        <edition>1</edition>
        <geoform>tabular digital data</geoform>
        <onlink>https://doi.org/10.5066/P942CLNF</onlink>
        <lworkcit>
          <citeinfo>
            <origin>Sara K. McBride</origin>
            <origin>Danielle Sumy</origin>
            <origin>Andrea L. Llenos</origin>
            <origin>Grace A. Parker</origin>
            <origin>Jeff J. McGuire</origin>
            <origin>Jessie Saunders</origin>
            <origin>Men-Andrin Meier</origin>
            <origin>Douglas D. Given</origin>
            <origin>Robert M. deGroot</origin>
            <pubdate>20220609</pubdate>
            <title>Latency Testing of Wireless Emergency Alerts intended for the ShakeAlert earthquake early warning system for the West Coast of the United States of America</title>
            <geoform>tabular digital data</geoform>
            <pubinfo>
              <pubplace>Safety Science</pubplace>
              <publish>Elsevier</publish>
            </pubinfo>
          </citeinfo>
        </lworkcit>
      </citeinfo>
    </citation>
    <descript>
      <abstract>ShakeAlert, the earthquake early warning (EEW) system for the West Coast of the United States, attempts to provides crucial warnings before strong shaking occurs. However, because the alerts are triggered only when an earthquake is already in progress, and the alert latencies and delivery times are platform dependent, the time between these warnings and the arrival of shaking is variable. The ShakeAlert system uses, among other public alerting platforms like Google Android operating system and smartphone apps, the Federal Emergency Management Agency Integrated Public Alert &amp; Warning System (IPAWS). IPAWS sends Wireless Emergency Alerts (WEAs) informing people via their smartphones and other mobile devices about various events, such as natural hazards, child abductions, or public health information about COVID-19. However, little is known about the IPAWS delivery latencies. Given that people may have only a few seconds of notice when they receive an alert, quantifying latencies is critical to understanding whether the IPAWS system is useful for EEW. 
In this study, we developed new methods to test the IPAWS distribution system's performance, both with devices in a controlled environment and as well as with a 2019 community-based feedback form, in Oakland and San Diego County, California, respectively. The controlled environment test used mobile phones (including smart and non-smart phones) and associated devices to determine alert receipt times; the community research form had participants self-report their receipt times. By triangulating the data between the controlled test environment and the community research, we determined the latency statistics as well as whether the geofence (the geographic area where the alert was intended to be sent) held broadly. We found that the latencies were similar between the two tests despite the large differences in population sizes. WEA messages were received within a median time frame of 6-12 s, and the geofence held with only a few exceptions. We use this latency to assess how the system would have performed in two large earthquakes, the 1989 M6.9 Loma Prieta and 2019 M7.1 Ridgecrest earthquakes, which both occurred near our WEA test locations. Our analysis revealed that had IPAWS been available during those earthquakes, particularly Loma Prieta, it would have provided crucial seconds of notice that damaging shaking was imminent in some locations relatively far from the epicenter. Further, we find affordable non-smart phone options can receive WEAs as fast as more expensive smartphones. Finally, our new method can be used for latency and geospatial testing going forward for IPAWS and other similar alerting systems.</abstract>
      <purpose>Data were collected to test latency in various delivery platforms for earthquake early warning</purpose>
    </descript>
    <timeperd>
      <timeinfo>
        <rngdates>
          <begdate>20190101</begdate>
          <enddate>20191231</enddate>
        </rngdates>
      </timeinfo>
      <current>ground condition</current>
    </timeperd>
    <status>
      <progress>Complete</progress>
      <update>None planned</update>
    </status>
    <spdom>
      <descgeog>West Coast of United States</descgeog>
      <bounding>
        <westbc>-130.4297</westbc>
        <eastbc>-108.6328</eastbc>
        <northbc>51.6180</northbc>
        <southbc>28.3044</southbc>
      </bounding>
    </spdom>
    <keywords>
      <theme>
        <themekt>ISO 19115 Topic Category</themekt>
        <themekey>biota</themekey>
      </theme>
      <theme>
        <themekt>None</themekt>
        <themekey>earthquake early warning</themekey>
        <themekey>geofence</themekey>
        <themekey>latency</themekey>
        <themekey>Wireless Emergency Alerts</themekey>
      </theme>
      <theme>
        <themekt>USGS Metadata Identifier</themekt>
        <themekey>USGS:629fbddbd34ec53d276fd57a</themekey>
      </theme>
      <place>
        <placekt>None</placekt>
        <placekey>Wireless Emergency Alert</placekey>
        <placekey>Earthquake Early Warning</placekey>
        <placekey>geofence</placekey>
        <placekey>latency</placekey>
      </place>
    </keywords>
    <accconst>None.  Please see 'Distribution Info' for details.</accconst>
    <useconst>None.  Users are advised to read the dataset's metadata thoroughly to understand appropriate use and data limitations.</useconst>
    <ptcontac>
      <cntinfo>
        <cntperp>
          <cntper>Sara K. McBride</cntper>
        </cntperp>
        <cntaddr>
          <addrtype>mailing and physical</addrtype>
          <address>350 N. Akron Rd.</address>
          <city>Moffett Field</city>
          <state>CA</state>
          <postal>94035</postal>
        </cntaddr>
        <cntvoice>650-439-2260</cntvoice>
        <cntemail>skmcbride@usgs.gov</cntemail>
      </cntinfo>
    </ptcontac>
  </idinfo>
  <dataqual>
    <attracc>
      <attraccr>limited data set with actual (true) values</attraccr>
    </attracc>
    <logic>Yes</logic>
    <complete>Yes</complete>
    <lineage>
      <procstep>
        <procdesc>none</procdesc>
        <procdate>20220606</procdate>
      </procstep>
    </lineage>
  </dataqual>
  <eainfo>
    <detailed>
      <enttyp>
        <enttypl>Oakland_Technical_Test for supplement 672022 final clean.csv</enttypl>
        <enttypd>Comma Separated Value (CSV) file containing data.</enttypd>
        <enttypds>Producer Defined</enttypds>
      </enttyp>
      <attr>
        <attrlabl>Device</attrlabl>
        <attrdef>delivery platfrom tested</attrdef>
        <attrdefs>Producer Defined</attrdefs>
        <attrdomv>
          <rdom>
            <rdommin>0</rdommin>
            <rdommax>34</rdommax>
          </rdom>
        </attrdomv>
      </attr>
      <attr>
        <attrlabl>Time Received (if identifiable)</attrlabl>
        <attrdef>time received, therefore a measure of latency in the warning signal</attrdef>
        <attrdefs>Producer Defined</attrdefs>
        <attrdomv>
          <edom>
            <edomv>NA</edomv>
            <edomvd>No Data</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <rdom>
            <rdommin>4</rdommin>
            <rdommax>8</rdommax>
          </rdom>
        </attrdomv>
      </attr>
      <attr>
        <attrlabl>SIM Card/Active?</attrlabl>
        <attrdef>was a SIM card present in the tested device</attrdef>
        <attrdefs>Producer Defined</attrdefs>
        <attrdomv>
          <edom>
            <edomv>No</edomv>
            <edomvd>no SIM card found</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>Not reported</edomv>
            <edomvd>No SIM card reported</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>Yes</edomv>
            <edomvd>SIM card found</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
      </attr>
    </detailed>
    <detailed>
      <enttyp>
        <enttypl>San_Diego_Technical_Test for supplement 672022 clean final.csv</enttypl>
        <enttypd>Comma Separated Value (CSV) file containing data.</enttypd>
        <enttypds>Producer Defined</enttypds>
      </enttyp>
      <attr>
        <attrlabl>Alert Recieved</attrlabl>
        <attrdef>Was an alert received?</attrdef>
        <attrdefs>Producer Defined</attrdefs>
        <attrdomv>
          <edom>
            <edomv>No</edomv>
            <edomvd>An alert was not received</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>Yes</edomv>
            <edomvd>An alert was received</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>Not Confirmed</edomv>
            <edomvd>not confirmed</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
      </attr>
      <attr>
        <attrlabl>Latency</attrlabl>
        <attrdef>time of alert</attrdef>
        <attrdefs>Producer Defined</attrdefs>
        <attrdomv>
          <edom>
            <edomv>NA</edomv>
            <edomvd>No Data</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>8</edomv>
            <edomvd>sec</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>9</edomv>
            <edomvd>sec</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>10</edomv>
            <edomvd>sec</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>NR</edomv>
            <edomvd>not recorded</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>240</edomv>
            <edomvd>sec</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>7</edomv>
            <edomvd>sec</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>16</edomv>
            <edomvd>sec</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>360</edomv>
            <edomvd>sec</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>4</edomv>
            <edomvd>sec</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>6</edomv>
            <edomvd>sec</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
      </attr>
      <attr>
        <attrlabl>Bars and Network Speed</attrlabl>
        <attrdef>description of delivery device characteristics</attrdef>
        <attrdefs>Producer Defined</attrdefs>
        <attrdomv>
          <edom>
            <edomv>Not Report (NR)</edomv>
            <edomvd>not recorded</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>NR</edomv>
            <edomvd>not recorded</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>4G four out of five bars</edomv>
            <edomvd>network speed and signal strength</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>4G three out of five bars</edomv>
            <edomvd>network speed and signal strength</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>3G one bar out of five bars</edomv>
            <edomvd>network speed and signal strength</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>1 bar (Speed NR)</edomv>
            <edomvd>signal strength</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>LTE three out four bars</edomv>
            <edomvd>network speed and signal strength</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>5G three out of four bars</edomv>
            <edomvd>network speed and signal strength</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>LTE four out of five bars</edomv>
            <edomvd>network speed and signal strength</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>LTE five out of five bars</edomv>
            <edomvd>network speed and signal strength</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>Two bars (Speed NR)</edomv>
            <edomvd>signal strength</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>LTE three out of five bars</edomv>
            <edomvd>network speed and signal strength</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>4G five out of five bars</edomv>
            <edomvd>network speed and signal strength</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>No active sim</edomv>
            <edomvd>no SIM card</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
      </attr>
      <attr>
        <attrlabl>SIM Card/Active?</attrlabl>
        <attrdef>Did delivery device have a SIM card?</attrdef>
        <attrdefs>Producer Defined</attrdefs>
        <attrdomv>
          <edom>
            <edomv>Yes</edomv>
            <edomvd>SIM card found</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>No</edomv>
            <edomvd>No SIM card found</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
      </attr>
      <attr>
        <attrlabl>Unnamed: 4</attrlabl>
        <attrdef>none (blank)</attrdef>
        <attrdefs>Producer Defined</attrdefs>
        <attrdomv>
          <edom>
            <edomv>&lt;&lt; empty cell &gt;&gt;</edomv>
            <edomvd>No Data</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <rdom>
            <rdommin>nan</rdommin>
            <rdommax>nan</rdommax>
          </rdom>
        </attrdomv>
      </attr>
      <attr>
        <attrlabl>none</attrlabl>
        <attrdef>none (blank)</attrdef>
        <attrdefs>Producer Defined</attrdefs>
        <attrdomv>
          <edom>
            <edomv>&lt;&lt; empty cell &gt;&gt;</edomv>
            <edomvd>No Data</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>none</edomv>
            <edomvd>none</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
      </attr>
    </detailed>
  </eainfo>
  <distinfo>
    <distrib>
      <cntinfo>
        <cntorgp>
          <cntorg>U.S. Geological Survey</cntorg>
          <cntper>GS ScienceBase</cntper>
        </cntorgp>
        <cntaddr>
          <addrtype>mailing address</addrtype>
          <address>Denver Federal Center, Building 810, Mail Stop 302</address>
          <city>Denver</city>
          <state>CO</state>
          <postal>80225</postal>
          <country>United States</country>
        </cntaddr>
        <cntvoice>1-888-275-8747</cntvoice>
        <cntemail>sciencebase@usgs.gov</cntemail>
      </cntinfo>
    </distrib>
    <distliab>Unless otherwise stated, all data, metadata and related materials are considered to satisfy the quality standards relative to the purpose for which the data were collected. Although these data and associated metadata have been reviewed for accuracy and completeness and approved for release by the U.S. Geological Survey (USGS), no warranty expressed or implied is made regarding the display or utility of the data for other purposes, nor on all computer systems, nor shall the act of distribution constitute any such warranty.</distliab>
    <stdorder>
      <digform>
        <digtinfo>
          <formname>Digital Data</formname>
        </digtinfo>
        <digtopt>
          <onlinopt>
            <computer>
              <networka>
                <networkr>https://doi.org/10.5066/P942CLNF</networkr>
              </networka>
            </computer>
          </onlinopt>
        </digtopt>
      </digform>
      <fees>None</fees>
    </stdorder>
  </distinfo>
  <metainfo>
    <metd>20220608</metd>
    <metc>
      <cntinfo>
        <cntperp>
          <cntper>Sara K. McBride</cntper>
        </cntperp>
        <cntaddr>
          <addrtype>mailing and physical</addrtype>
          <address>350 N. Akron Rd.</address>
          <city>Moffett Field</city>
          <state>CA</state>
          <postal>94035</postal>
        </cntaddr>
        <cntvoice>650-439-2260</cntvoice>
        <cntemail>skmcbride@usgs.gov</cntemail>
      </cntinfo>
    </metc>
    <metstdn>FGDC Biological Data Profile of the Content Standard for Digital Geospatial Metadata</metstdn>
    <metstdv>FGDC-STD-001.1-1999</metstdv>
  </metainfo>
</metadata>
