<?xml version='1.0' encoding='UTF-8'?>
<metadata xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
  <idinfo>
    <citation>
      <citeinfo>
        <origin>Eben H. Paxton</origin>
        <origin>Kristina L. Paxton</origin>
        <pubdate>20241004</pubdate>
        <title>Island of Hawaii, 'Io Hawaiian hawk GPS tracking locations, 2019-2020</title>
        <geoform>tabular digital data</geoform>
        <onlink>https://doi.org/10.5066/P142XU4S</onlink>
        <lworkcit>
          <citeinfo>
            <origin>Eben H. Paxton</origin>
            <origin>Kristina L. Paxton</origin>
            <pubdate>20250813</pubdate>
            <title>Alternating movement strategies of a tropical raptor</title>
            <geoform>publication</geoform>
            <serinfo>
              <sername>Scientific Reports</sername>
              <issue>vol. 15, issue 1</issue>
            </serinfo>
            <pubinfo>
              <pubplace>n/a</pubplace>
              <publish>Springer Science and Business Media LLC</publish>
            </pubinfo>
            <onlink>https://doi.org/10.1038/s41598-025-11248-8</onlink>
          </citeinfo>
        </lworkcit>
      </citeinfo>
    </citation>
    <descript>
      <abstract>We tracked the movement of 15 ‘Io, or Hawaiian Hawks (Buteo solitarius) from 2019-2021. Individuals were tracked for up to 18 months across a diverse landscape on the eastern side of the Island of Hawai'i. GPS-GSM (global positioning system location with global system of mobile communications) tracking tags were placed on each bird, with locations obtained every 1 hour during diurnal hours, and every 3 hours during nocturnal hours, with two birds having locations obtained every 2 hours as a result of tag power issues. A total of 111,320 locations were obtained.</abstract>
      <purpose>'Io, or Hawaiian Hawk, is a recently de-listed raptor endemic to the Island of Hawai'i. We tracked 15 individual birds to understand movement ecology and habitat use. 

This data release consists of a tabular dataset with 'Io GPS tracking locations.</purpose>
    </descript>
    <timeperd>
      <timeinfo>
        <rngdates>
          <begdate>20191215</begdate>
          <enddate>20210730</enddate>
        </rngdates>
      </timeinfo>
      <current>ground condition</current>
    </timeperd>
    <status>
      <progress>Complete</progress>
      <update>None planned</update>
    </status>
    <spdom>
      <descgeog>Island of Hawaii</descgeog>
      <bounding>
        <westbc>-156.1102</westbc>
        <eastbc>-154.7644</eastbc>
        <northbc>20.3137</northbc>
        <southbc>18.8439</southbc>
      </bounding>
    </spdom>
    <keywords>
      <theme>
        <themekt>ISO 19115 Topic Category</themekt>
        <themekey>biota</themekey>
      </theme>
      <theme>
        <themekt>None</themekt>
        <themekey>Io</themekey>
        <themekey>Hawaiian Hawk</themekey>
        <themekey>Movement ecology</themekey>
      </theme>
      <theme>
        <themekt>USGS Metadata Identifier</themekt>
        <themekey>USGS:664e78a8d34e702fe874594e</themekey>
      </theme>
      <place>
        <placekt>None</placekt>
        <placekey>Island of Hawaii</placekey>
      </place>
    </keywords>
    <taxonomy>
      <keywtax>
        <taxonkt>None</taxonkt>
        <taxonkey>Buteo solitarius</taxonkey>
      </keywtax>
      <taxoncl>
        <taxonrn>Kingdom</taxonrn>
        <taxonrv>Animalia</taxonrv>
        <taxoncl>
          <taxonrn>Subkingdom</taxonrn>
          <taxonrv>Bilateria</taxonrv>
          <taxoncl>
            <taxonrn>Infrakingdom</taxonrn>
            <taxonrv>Deuterostomia</taxonrv>
            <taxoncl>
              <taxonrn>Phylum</taxonrn>
              <taxonrv>Chordata</taxonrv>
              <taxoncl>
                <taxonrn>Subphylum</taxonrn>
                <taxonrv>Vertebrata</taxonrv>
                <taxoncl>
                  <taxonrn>Infraphylum</taxonrn>
                  <taxonrv>Gnathostomata</taxonrv>
                  <taxoncl>
                    <taxonrn>Superclass</taxonrn>
                    <taxonrv>Tetrapoda</taxonrv>
                    <taxoncl>
                      <taxonrn>Class</taxonrn>
                      <taxonrv>Aves</taxonrv>
                      <taxoncl>
                        <taxonrn>Order</taxonrn>
                        <taxonrv>Accipitriformes</taxonrv>
                        <taxoncl>
                          <taxonrn>Family</taxonrn>
                          <taxonrv>Accipitridae</taxonrv>
                          <taxoncl>
                            <taxonrn>Genus</taxonrn>
                            <taxonrv>Buteo</taxonrv>
                            <taxoncl>
                              <taxonrn>Species</taxonrn>
                              <taxonrv>Buteo solitarius</taxonrv>
                              <common>TSN: 175394</common>
                            </taxoncl>
                          </taxoncl>
                        </taxoncl>
                      </taxoncl>
                    </taxoncl>
                  </taxoncl>
                </taxoncl>
              </taxoncl>
            </taxoncl>
          </taxoncl>
        </taxoncl>
      </taxoncl>
    </taxonomy>
    <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>Eben Paxton</cntper>
          <cntorg>U.S. Geological Survey, NW-PACIFIC ISLAND REG</cntorg>
        </cntperp>
        <cntpos>Research Ecologist</cntpos>
        <cntaddr>
          <addrtype>mailing address</addrtype>
          <address>Bldg 344 Chain of Craters Rd.</address>
          <city>Hawaii Natl Park</city>
          <state>HI</state>
          <postal>96718</postal>
          <country>US</country>
        </cntaddr>
        <cntvoice>808-985-6423</cntvoice>
        <cntfax>808-967-8568</cntfax>
        <cntemail>epaxton@usgs.gov</cntemail>
      </cntinfo>
    </ptcontac>
    <datacred>Funding provided by the U.S. Geological Survey and U.S. Fish and Wildlife Service</datacred>
  </idinfo>
  <dataqual>
    <attracc>
      <attraccr>All data was entered and quality checked with dates and personnel initials documented on original data sheets. No formal attribute accuracy tests were conducted. Values fall within expected ranges.</attraccr>
    </attracc>
    <logic>No formal logical consistency tests were conducted. Values fall within expected ranges.</logic>
    <complete>This dataset includes all locations and associated data from all tracked 'Io from 20191215 to 20210730. Some GPS tracking tags were still operating after 20210730, and will be reported in a future data release.</complete>
    <posacc>
      <horizpa>
        <horizpar>5.91 m (95% CI: 5.37,6.44) based on location accuracy from 5 stationary GPS tags placed outside at a fixed location for 4 days (n = 122 locations) using the function ‘uere.fit’ in the R package ctmm.</horizpar>
      </horizpa>
      <vertacc>
        <vertaccr>6.67 m (95% CI: 5.81, 7.52)based on location accuracy from 5 stationary GPS tags placed outside at a fixed location for 4 days (n = 122 locations) using the function ‘uere.fit’ in the R package ctmm.</vertaccr>
      </vertacc>
    </posacc>
    <lineage>
      <procstep>
        <procdesc>We used Cellular Tracking Technology (Rio Grande, New Jersey) GPS-GSM (global positioning system location with cellular connectivity) tracking tags that were attached via a backpack harness. Most tags were programmed to record 1 location per hour during the day (0600 – 1800) and every 3 hours during the night (1800 – 0600) for a total of 16 locations per day. Two tags had alternative programs to record 1 location every 2 hours throughout a 24-hour period due to poor recharging performance. 

We analyzed tracking data for ‘Io starting 48 hours post release until the GPS tag stopped transmitting data or 31 July 2021, whichever period was longer. We removed all location estimates that were based on less than 3 satellites or 2D position accuracy (n = 97), and we used the ‘outlie’ function in the R package ctmm (Calabrese et al. 2016) to identify and exclude improbable locations based on a combination of flight speeds and distance moved from a bird’s core area (n = 14).  

Calabrese, J. M., et al. (2016). "ctmm: an R package for analyzing animal relocation data as a continuous-time stochastic process." Methods in Ecology and Evolution 7: 1124-1132.</procdesc>
        <procdate>20240115</procdate>
        <proccont>
          <cntinfo>
            <cntperp>
              <cntper>Eben Paxton</cntper>
              <cntorg>U.S. Geological Survey, NW-PACIFIC ISLAND REG</cntorg>
            </cntperp>
            <cntpos>Research Ecologist</cntpos>
            <cntaddr>
              <addrtype>mailing address</addrtype>
              <address>Bldg 344 Chain of Craters Rd.</address>
              <city>Hawaii Natl Park</city>
              <state>HI</state>
              <postal>96718</postal>
              <country>US</country>
            </cntaddr>
            <cntvoice>808-985-6423</cntvoice>
            <cntfax>808-967-8568</cntfax>
            <cntemail>epaxton@usgs.gov</cntemail>
          </cntinfo>
        </proccont>
      </procstep>
    </lineage>
  </dataqual>
  <spdoinfo>
    <direct>Point</direct>
    <ptvctinf>
      <sdtsterm>
        <sdtstype>Entity point</sdtstype>
        <ptvctcnt>111320</ptvctcnt>
      </sdtsterm>
    </ptvctinf>
  </spdoinfo>
  <spref>
    <horizsys>
      <planar>
        <gridsys>
          <gridsysn>Universal Transverse Mercator</gridsysn>
          <utm>
            <utmzone>5</utmzone>
            <transmer>
              <sfctrmer>0.9996</sfctrmer>
              <longcm>-159.0</longcm>
              <latprjo>0.0</latprjo>
              <feast>500000.0</feast>
              <fnorth>0.0</fnorth>
            </transmer>
          </utm>
        </gridsys>
        <planci>
          <plance>coordinate pair</plance>
          <coordrep>
            <absres>0.6096</absres>
            <ordres>0.6096</ordres>
          </coordrep>
          <plandu>meters</plandu>
        </planci>
      </planar>
      <geodetic>
        <horizdn>North_American_Datum_1983</horizdn>
        <ellips>GRS_1980</ellips>
        <semiaxis>6378137.0</semiaxis>
        <denflat>298.257222101</denflat>
      </geodetic>
    </horizsys>
  </spref>
  <eainfo>
    <detailed>
      <enttyp>
        <enttypl>HawaiianHawk_DataRelease2.csv</enttypl>
        <enttypd>Comma Separated Value (CSV) file containing data.</enttypd>
        <enttypds>Producer Defined</enttypds>
      </enttyp>
      <attr>
        <attrlabl>BirdId</attrlabl>
        <attrdef>Unique identifier for each tracked bird</attrdef>
        <attrdefs>Producer Defined</attrdefs>
        <attrdomv>
          <edom>
            <edomv>b01</edomv>
            <edomvd>Bird 01 female</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>b02</edomv>
            <edomvd>Bird 02 male</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>b03</edomv>
            <edomvd>Bird 03female</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>b04</edomv>
            <edomvd>Bird 04 female</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>b05</edomv>
            <edomvd>Bird 05 female</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>b06</edomv>
            <edomvd>Bird 06 female</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>b07</edomv>
            <edomvd>Bird 07 female</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>b08</edomv>
            <edomvd>Bird 08 female</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>b10</edomv>
            <edomvd>Bird 10 female</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>b11</edomv>
            <edomvd>Bird 11 female</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>b12</edomv>
            <edomvd>Bird 12 female</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>b13</edomv>
            <edomvd>Bird 13 female</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>b14</edomv>
            <edomvd>Bird 14 female</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>b15</edomv>
            <edomvd>Bird 15 female</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>b16</edomv>
            <edomvd>Bird 16 male</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
      </attr>
      <attr>
        <attrlabl>timestamp</attrlabl>
        <attrdef>Combination of date and time of GPS location</attrdef>
        <attrdefs>Producer Defined</attrdefs>
        <attrdomv>
          <udom>Format is MM/DD/YYYY HH:MM</udom>
        </attrdomv>
      </attr>
      <attr>
        <attrlabl>Easting</attrlabl>
        <attrdef>UTM 5N x location</attrdef>
        <attrdefs>Producer Defined</attrdefs>
        <attrdomv>
          <rdom>
            <rdommin>225387</rdommin>
            <rdommax>301515</rdommax>
            <attrunit>meters</attrunit>
            <attrmres>1</attrmres>
          </rdom>
        </attrdomv>
      </attr>
      <attr>
        <attrlabl>Northing</attrlabl>
        <attrdef>UTM 5N y location</attrdef>
        <attrdefs>Producer Defined</attrdefs>
        <attrdomv>
          <rdom>
            <rdommin>2146234</rdommin>
            <rdommax>2211454</rdommax>
            <attrunit>meters</attrunit>
            <attrmres>1</attrmres>
          </rdom>
        </attrdomv>
      </attr>
      <attr>
        <attrlabl>VAR.xy</attrlabl>
        <attrdef>Variable represents circular variance of location with var(X)=var(Y), the variance of location errors in both x and y dimensions, generated from Program R ctmm package</attrdef>
        <attrdefs>Producer Defined</attrdefs>
        <attrdomv>
          <rdom>
            <rdommin>6.286853</rdommin>
            <rdommax>1742.857</rdommax>
            <attrunit>meter</attrunit>
            <attrmres>1</attrmres>
          </rdom>
        </attrdomv>
      </attr>
      <attr>
        <attrlabl>HDOP</attrlabl>
        <attrdef>Horizontal position accuracy provided by the GPS fix, estimated from DOP (dilution of precision). Variable is influenced by the spread of satellites visible in the sky at the time of the fix. A lower HDOP value indicates a better position accuracy. Values below 5 are considered good to excellent.</attrdef>
        <attrdefs>Producer Defined</attrdefs>
        <attrdomv>
          <rdom>
            <rdommin>0.6</rdommin>
            <rdommax>9.99</rdommax>
            <attrunit>1</attrunit>
            <attrmres>0.01</attrmres>
          </rdom>
        </attrdomv>
      </attr>
      <attr>
        <attrlabl>nsats</attrlabl>
        <attrdef>Number of GPS satellites detected at time of GPS fix. Larger numbers provide higher accuracy in GPS location estimates.</attrdef>
        <attrdefs>Producer Defined</attrdefs>
        <attrdomv>
          <rdom>
            <rdommin>3</rdommin>
            <rdommax>12</rdommax>
            <attrunit>satellites</attrunit>
            <attrmres>1</attrmres>
          </rdom>
        </attrdomv>
      </attr>
      <attr>
        <attrlabl>activity</attrlabl>
        <attrdef>Measure of activity recorded by accerlometer, which counts every change in direction and speed, tallied between each successive GPS fixes. Produced from tag manufactured by Cellular Tracking  Technologies.</attrdef>
        <attrdefs>Producer Defined</attrdefs>
        <attrdomv>
          <rdom>
            <rdommin>0</rdommin>
            <rdommax>4955</rdommax>
            <attrunit>Distinct movements</attrunit>
            <attrmres>1</attrmres>
          </rdom>
        </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. Any use of trade, firm, or product names is for descriptive purposes only and does not imply endorsement by the U.S. Government.</distliab>
    <stdorder>
      <digform>
        <digtinfo>
          <formname>Digital Data</formname>
        </digtinfo>
        <digtopt>
          <onlinopt>
            <computer>
              <networka>
                <networkr>https://doi.org/10.5066/P142XU4S</networkr>
              </networka>
            </computer>
          </onlinopt>
        </digtopt>
      </digform>
      <fees>None</fees>
    </stdorder>
  </distinfo>
  <metainfo>
    <metd>20250930</metd>
    <metc>
      <cntinfo>
        <cntorgp>
          <cntorg>U.S. Geological Survey, PIERC</cntorg>
        </cntorgp>
        <cntpos>Data Steward</cntpos>
        <cntaddr>
          <addrtype>physical</addrtype>
          <address>Bldg 344 Chain of Craters Rd.</address>
          <city>Hawaii Natl Park</city>
          <state>HI</state>
          <postal>96718</postal>
          <country>US</country>
        </cntaddr>
        <cntvoice>808-985-6420</cntvoice>
        <cntemail>pierc-datasteward@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>
