<?xml version='1.0' encoding='UTF-8'?>
<metadata xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
  <idinfo>
    <citation>
      <citeinfo>
        <origin>Gorresen, Paulo Marcos</origin>
        <pubdate>20200506</pubdate>
        <title>Maui Island, Hawaiian hoary bat behavior at wind turbines, 2018</title>
        <geoform>tabular digital data</geoform>
        <onlink>https://doi.org/10.5066/P937H9LQ</onlink>
        <lworkcit>
          <citeinfo>
            <origin>Paulo M. Gorresen</origin>
            <pubdate>20200510</pubdate>
            <title>Hawaiian hoary bat (Lasiurus cinereus semotus) behavior at wind turbines on Maui.</title>
            <geoform>publication</geoform>
            <othercit>Hawaii Cooperative Studies Unit, Technical Report 93 (HCSU-TR093)</othercit>
          </citeinfo>
        </lworkcit>
      </citeinfo>
    </citation>
    <descript>
      <abstract>The Hawaiian hoary bat (Lasiurus cinereus semotus), a federally and state listed endangered subspecies, is the only extant native terrestrial mammal in the Hawaiian archipelago. It is an insectivorous, solitary and foliage-roosting species that generally roosts alone or in mother-pup family groups.   

This data release consists of three tabular datasets comprising acoustic and thermal video data of Hawaiian hoary bat behavior at wind turbines.  One dataset consists of the acoustic and video detections of bats tabulated by night and turbine, and associated weather and turbine operational data used in analyses.  The other two datasets consist of the individual detections, catalogued separately for the acoustic and video data sources.</abstract>
      <purpose>The Hawaii Endangered Species Recovery Committee has identified research on distribution and trends, habitat suitability, and take monitoring among priority information needed to inform best management actions for the endangered Hawaiian hoary bat (Lasiurus cinereus semotus). 

This study examined the behavior of Hawaiian hoary bats at wind turbines operated by Auwahi Wind Energy, LLC, on southern Maui Island, from August to November 2018. The research was conducted to assess the risk that wind turbines pose to bats at the wind energy facility, and compared information obtained from both acoustic monitoring and thermal videography.</purpose>
      <supplinf>The rotor-swept area of each turbine was monitored using a surveillance camera equipped with a 19-mm lens (Axis Q1942-E, Axis Communications, Lund, Sweden) that imaged in the thermal infrared spectrum (~9,000–14,000 micrometers) of electromagnetic radiation. The camera sampled at a rate of 30 frames per second, a resolution of 640 by 480 pixels, and required no supplemental illumination. The camera was mounted approximately 4 m up from the ground on the turbine monopole.  
Bat vocalization was acoustically monitored from atop turbines with acoustic detector systems (Batlogger WE X2, Elekon AG, Luzern, Switzerland) installed and managed by Natural Power Consultants, LLC (Saratoga Springs, New York, USA).</supplinf>
    </descript>
    <timeperd>
      <timeinfo>
        <rngdates>
          <begdate>20180801</begdate>
          <enddate>20181130</enddate>
        </rngdates>
      </timeinfo>
      <current>observed</current>
    </timeperd>
    <status>
      <progress>Complete</progress>
      <update>None planned</update>
    </status>
    <spdom>
      <bounding>
        <westbc>-156.32661</westbc>
        <eastbc>-156.31090</eastbc>
        <northbc>20.60539</northbc>
        <southbc>20.58691</southbc>
      </bounding>
      <descgeog>Maui County, Hawaii</descgeog>
    </spdom>
    <keywords>
      <theme>
        <themekt>ISO 19115 Topic Category</themekt>
        <themekey>biota</themekey>
      </theme>
      <theme>
        <themekt>None</themekt>
        <themekey>Hawaiian hoary bat</themekey>
        <themekey>wind turbine</themekey>
        <themekey>behavior</themekey>
      </theme>
      <theme>
        <themekt>USGS Metadata Identifier</themekt>
        <themekey>USGS:5e162be5e4b0ecf25c570033</themekey>
      </theme>
      <place>
        <placekt>Common geographic areas</placekt>
        <placekey>Maui island</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>P. Marcos Gorresen</cntper>
          <cntorg>U.S. Geological Survey, NW-PACIFIC ISLAND REG</cntorg>
        </cntperp>
        <cntpos>Quantitative Ecologist</cntpos>
        <cntaddr>
          <addrtype>mailing address</addrtype>
          <address>Bldg 344 Chain of Craters Rd.</address>
          <city>Hawaii National Park</city>
          <state>HI</state>
          <postal>96718</postal>
          <country>United States</country>
        </cntaddr>
        <cntvoice>808-985-6407</cntvoice>
        <cntfax>808-967-8568</cntfax>
        <cntemail>mgorresen@usgs.gov</cntemail>
      </cntinfo>
    </ptcontac>
    <datacred>This research was supported by funding from: Auwahi Wind Energy, LLC (Agreement Number 15WSTAAZB004019); and U.S. Geological Survey, Pacific Island Ecosystems Research Center.

Project management was provided by K. Courtot and P. M. Gorresen.</datacred>
    <native>Video imagery was processed using custom-written code and matrix-based statistical software (Mathworks, Natick, Massachusetts, USA) to automatically detect animals flying through the video scenes.   Hawaiian hoary bat vocalizations were examined using Kaleidoscope Pro software (version 5.1.9, Wildlife Acoustics, Concord, Maine, USA).</native>
    <taxonomy>
      <keywtax>
        <taxonkt>None</taxonkt>
        <taxonkey>Lasiurus cinereus semotus</taxonkey>
      </keywtax>
      <taxoncl>
        <taxonrn>Kingdom</taxonrn>
        <taxonrv>Animalia</taxonrv>
        <common>animals</common>
        <taxoncl>
          <taxonrn>Subkingdom</taxonrn>
          <taxonrv>Bilateria</taxonrv>
          <taxoncl>
            <taxonrn>Infrakingdom</taxonrn>
            <taxonrv>Deuterostomia</taxonrv>
            <taxoncl>
              <taxonrn>Phylum</taxonrn>
              <taxonrv>Chordata</taxonrv>
              <common>chordates</common>
              <taxoncl>
                <taxonrn>Subphylum</taxonrn>
                <taxonrv>Vertebrata</taxonrv>
                <common>vertebrates</common>
                <taxoncl>
                  <taxonrn>Infraphylum</taxonrn>
                  <taxonrv>Gnathostomata</taxonrv>
                  <taxoncl>
                    <taxonrn>Superclass</taxonrn>
                    <taxonrv>Tetrapoda</taxonrv>
                    <taxoncl>
                      <taxonrn>Class</taxonrn>
                      <taxonrv>Mammalia</taxonrv>
                      <common>mammals</common>
                      <taxoncl>
                        <taxonrn>Subclass</taxonrn>
                        <taxonrv>Theria</taxonrv>
                        <taxoncl>
                          <taxonrn>Infraclass</taxonrn>
                          <taxonrv>Eutheria</taxonrv>
                          <taxoncl>
                            <taxonrn>Order</taxonrn>
                            <taxonrv>Chiroptera</taxonrv>
                            <common>bats</common>
                            <taxoncl>
                              <taxonrn>Suborder</taxonrn>
                              <taxonrv>Yangochiroptera</taxonrv>
                              <taxoncl>
                                <taxonrn>Superfamily</taxonrn>
                                <taxonrv>Vespertilionoidea</taxonrv>
                                <taxoncl>
                                  <taxonrn>Family</taxonrn>
                                  <taxonrv>Vespertilionidae</taxonrv>
                                  <common>vespertilionid bats</common>
                                  <taxoncl>
                                    <taxonrn>Subfamily</taxonrn>
                                    <taxonrv>Vespertilioninae</taxonrv>
                                    <taxoncl>
                                      <taxonrn>Tribe</taxonrn>
                                      <taxonrv>Lasiurini</taxonrv>
                                      <taxoncl>
                                        <taxonrn>Genus</taxonrn>
                                        <taxonrv>Lasiurus</taxonrv>
                                        <common>hairy-tailed bats</common>
                                        <taxoncl>
                                          <taxonrn>Subgenus</taxonrn>
                                          <taxonrv>Lasiurus (Lasiurus)</taxonrv>
                                          <taxoncl>
                                            <taxonrn>Species</taxonrn>
                                            <taxonrv>Lasiurus cinereus</taxonrv>
                                            <common>hoary bat</common>
                                            <common>Hoary Bat</common>
                                            <taxoncl>
                                              <taxonrn>Subspecies</taxonrn>
                                              <taxonrv>Lasiurus cinereus semotus</taxonrv>
                                              <common>Hawaiian hoary bat</common>
                                              <common>Hawaiian Hoary bat</common>
                                              <common>TSN: 202344</common>
                                            </taxoncl>
                                          </taxoncl>
                                        </taxoncl>
                                      </taxoncl>
                                    </taxoncl>
                                  </taxoncl>
                                </taxoncl>
                              </taxoncl>
                            </taxoncl>
                          </taxoncl>
                        </taxoncl>
                      </taxoncl>
                    </taxoncl>
                  </taxoncl>
                </taxoncl>
              </taxoncl>
            </taxoncl>
          </taxoncl>
        </taxoncl>
      </taxoncl>
    </taxonomy>
  </idinfo>
  <dataqual>
    <attracc>
      <attraccr>All bat echolocation pulses and feeding buzzes (i.e., terminal phase calls) were verified by audio and visual inspection, and all noise files were visually reviewed to ensure that bat calls were not missed. 

All  thermal video files identified as potentially recording bat occurrence were visually reviewed and confirmed as to bat presence.</attraccr>
    </attracc>
    <logic>No formal logical accuracy tests were conducted.</logic>
    <complete>This dataset includes data from bats that were recorded at four wind turbines on Maui Island from August to November 2018. 

Some acoustic and thermal video collection stations had equipment malfunctions that resulted time periods when no collection occurred. Data presented here represents all available data collected.</complete>
    <posacc>
      <horizpa>
        <horizpar>A formal accuracy assessment of the horizontal positional information in the data set has either not been conducted, or is not applicable.</horizpar>
      </horizpa>
      <vertacc>
        <vertaccr>A formal accuracy assessment of the vertical positional information in the data set has either not been conducted, or is not applicable.</vertaccr>
      </vertacc>
    </posacc>
    <lineage>
      <procstep>
        <procdesc>Three separate metadata files were created to describe three spreadsheets containing Hawaiian hoary bat data (1) acoustic bat detection data, (2) thermal video bat detection data, (3) composite acoustic and video data tabulated by night and turbine. Each data set has its own set of processing steps that will appear in the respective metadata file.</procdesc>
        <procdate>20191001</procdate>
        <proccont>
          <cntinfo>
            <cntperp>
              <cntper>P. Marcos Gorresen</cntper>
              <cntorg>U.S. Geological Survey, NW-PACIFIC ISLAND REG</cntorg>
            </cntperp>
            <cntpos>Quantitative Ecologist</cntpos>
            <cntaddr>
              <addrtype>mailing address</addrtype>
              <address>Bldg 344 Chain of Craters Rd.</address>
              <city>Hawaii National Park</city>
              <state>HI</state>
              <postal>96718</postal>
              <country>United States</country>
            </cntaddr>
            <cntvoice>808-985-6407</cntvoice>
            <cntfax>808-967-8568</cntfax>
            <cntemail>mgorresen@usgs.gov</cntemail>
          </cntinfo>
        </proccont>
      </procstep>
    </lineage>
  </dataqual>
  <eainfo>
    <overview>
      <eaover>The entity and attribute information provided here describes the tabular data associated with the data set. Please review the detailed descriptions that are provided (the individual attribute descriptions) for information on the values that appear as fields/table entries of the data set.</eaover>
      <eadetcit>The entity and attribute information was generated by the individual and/or agency identified as the originator of the data set. Please review the rest of the metadata record for additional details and information.</eadetcit>
    </overview>
  </eainfo>
  <distinfo>
    <distrib>
      <cntinfo>
        <cntperp>
          <cntper>GS ScienceBase</cntper>
          <cntorg>U.S. Geological Survey</cntorg>
        </cntperp>
        <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 on any other system or for general or scientific purposes, 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/P937H9LQ</networkr>
              </networka>
            </computer>
          </onlinopt>
        </digtopt>
      </digform>
      <fees>None</fees>
    </stdorder>
  </distinfo>
  <metainfo>
    <metd>20200827</metd>
    <metc>
      <cntinfo>
        <cntperp>
          <cntper>P. Marcos Gorresen</cntper>
          <cntorg>U.S. Geological Survey, NW-PACIFIC ISLAND REG</cntorg>
        </cntperp>
        <cntpos>Quantitative Ecologist</cntpos>
        <cntaddr>
          <addrtype>mailing address</addrtype>
          <address>Bldg 344 Chain of Craters Rd.</address>
          <city>Hawaii National Park</city>
          <state>HI</state>
          <postal>96718</postal>
          <country>United States</country>
        </cntaddr>
        <cntvoice>808-985-6407</cntvoice>
        <cntfax>808-967-8568</cntfax>
        <cntemail>mgorresen@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>
