<?xml version='1.0' encoding='UTF-8'?>
<metadata xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
  <idinfo>
    <citation>
      <citeinfo>
        <origin>USGS Alaska Science Center - Ecosystems Analytics Program</origin>
        <origin>USGS Alaska Science Center - Polar Bear Research Program</origin>
        <pubdate>20231219</pubdate>
        <title>Diet Composition of Southern Beaufort Sea Polar Bears Sampled in Spring from 2004 to 2016 Estimated with Quantitative Fatty Acid Signature Analysis</title>
        <geoform>tabular digital data</geoform>
        <pubinfo>
          <pubplace>Anchorage, Alaska</pubplace>
          <publish>U.S. Geological Survey, Alaska Science Center</publish>
        </pubinfo>
        <othercit>Suggested Citation:  USGS Alaska Science Center - Ecosystems Analytics Program, USGS Alaska Science Center - Polar Bear Research Program, 2023, Diet composition of southern Beaufort Sea polar bears sampled in spring from 2004 to 2016 estimated with quantitative fatty acid signature analysis: U.S. Geological Survey data release, https://doi.org/10.5066/P976BY21</othercit>
        <onlink>https://doi.org/10.5066/P976BY21</onlink>
      </citeinfo>
    </citation>
    <descript>
      <abstract>These data are estimates of the proportional contributions of bearded seal, beluga whale, bowhead whale, and ringed seal to the diets of southern Beaufort Sea polar bears. Fat biopsy samples were collected from polar bears captured or biopsy darted along the north coast of Alaska or on offshore ice during March, April, and May from 2004 to 2016. Fatty acid data of the above four prey species were compiled from online sources (Bromaghin et al. 2015ab, USGS 2021) and one private source that has been used in several polar bear diet studies (Thiemann et al. 2008). Diet composition was estimated from polar bear adipose tissue fatty acid composition data (USGS 2023) using three methods: the original quantitative fatty acid signature analysis model (Iverson et al. 2004, McKinney et al. 2017) and two alternative methods based on recommendations by Bromaghin et al. (2015c, 2016ab, 2017).</abstract>
      <purpose>These diet composition estimates were generated during research into the influence of land use during the sea ice minimum period and access to bowhead whale carcasses on polar bear cub survival and recruitment. We anticipate that these estimates will be valuable in future investigations of the effects of climatic warming and anthropogenic stressors on the health of individual polar bears and on polar bear population dynamics.</purpose>
    </descript>
    <timeperd>
      <timeinfo>
        <rngdates>
          <begdate>2004</begdate>
          <enddate>2016</enddate>
        </rngdates>
      </timeinfo>
      <current>observed</current>
    </timeperd>
    <status>
      <progress>Complete</progress>
      <update>None planned</update>
    </status>
    <spdom>
      <descgeog>Alaska Beaufort Sea coast and offshore ice.</descgeog>
      <bounding>
        <westbc>-165.85</westbc>
        <eastbc>-141.00</eastbc>
        <northbc>72.81</northbc>
        <southbc>67.31</southbc>
      </bounding>
    </spdom>
    <keywords>
      <theme>
        <themekt>USGS Metadata Identifier</themekt>
        <themekey>USGS:ASC580</themekey>
      </theme>
      <theme>
        <themekt>ISO 19115 Topic Category</themekt>
        <themekey>Biota</themekey>
        <themekey>Environment</themekey>
      </theme>
      <theme>
        <themekt>NASA GCMD Earth Science Keyword Thesaurus</themekt>
        <themekey>Animals/Vertebrates</themekey>
        <themekey>Mammals</themekey>
        <themekey>Carnivores</themekey>
        <themekey>Bears</themekey>
        <themekey>Seals/Sea lions/Walruses</themekey>
      </theme>
      <theme>
        <themekt>USGS CSA Biocomplexity Thesaurus</themekt>
        <themekey>Threatened species</themekey>
        <themekey>Marine mammals</themekey>
        <themekey>Diets</themekey>
      </theme>
      <theme>
        <themekt>USGS Thesaurus</themekt>
        <themekey>Wildlife</themekey>
        <themekey>Coastal ecosystems</themekey>
        <themekey>Marine ecosystems</themekey>
      </theme>
      <theme>
        <themekt>None</themekt>
        <themekey>Fatty Acids</themekey>
        <themekey>Pinniped</themekey>
        <themekey>Polar bear</themekey>
        <themekey>Ursus maritimus</themekey>
        <themekey>Bearded seal</themekey>
        <themekey>Erignathus barbatus</themekey>
        <themekey>Ringed seal</themekey>
        <themekey>Pusa hispida</themekey>
        <themekey>Beluga whale</themekey>
        <themekey>Delphinapterus leucas</themekey>
        <themekey>Bowhead whale</themekey>
        <themekey>Balaena mysticetus</themekey>
      </theme>
      <place>
        <placekt>USGS Geographic Names Information System (GNIS)</placekt>
        <placekey>Alaska</placekey>
        <placekey>Beaufort Sea</placekey>
      </place>
    </keywords>
    <taxonomy>
      <keywtax>
        <taxonkt>None</taxonkt>
        <taxonkey>Polar Bear</taxonkey>
        <taxonkey>Pacific bearded seal</taxonkey>
        <taxonkey>Bowhead whale</taxonkey>
        <taxonkey>Ringed Seal</taxonkey>
        <taxonkey>Beluga whale</taxonkey>
      </keywtax>
      <taxonsys>
        <classsys>
          <classcit>
            <citeinfo>
              <origin>ITIS Integrated Taxonomic Information System</origin>
              <pubdate>Unknown</pubdate>
              <title>ITIS Integrated Taxonomic Information System</title>
              <geoform>online database</geoform>
              <pubinfo>
                <pubplace>online</pubplace>
                <publish>ITIS-North America</publish>
              </pubinfo>
              <othercit>Taxonomic details retrieved November 4, 2023 from the Integrated Taxonomic Information System (ITIS) online database https://www.itis.gov</othercit>
              <onlink>https://doi.org/10.5066/F7KH0KBK</onlink>
            </citeinfo>
          </classcit>
        </classsys>
        <taxonpro>Species were identified in the original source datasets by skilled observers in the field based on general appearance.</taxonpro>
        <taxoncom>Taxonomy is complete for all samples.</taxoncom>
      </taxonsys>
      <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>Mammalia</taxonrv>
                      <taxoncl>
                        <taxonrn>Subclass</taxonrn>
                        <taxonrv>Theria</taxonrv>
                        <taxoncl>
                          <taxonrn>Infraclass</taxonrn>
                          <taxonrv>Eutheria</taxonrv>
                          <taxoncl>
                            <taxonrn>Order</taxonrn>
                            <taxonrv>Carnivora</taxonrv>
                            <taxoncl>
                              <taxonrn>Suborder</taxonrn>
                              <taxonrv>Caniformia</taxonrv>
                              <taxoncl>
                                <taxonrn>Family</taxonrn>
                                <taxonrv>Ursidae</taxonrv>
                                <taxoncl>
                                  <taxonrn>Genus</taxonrn>
                                  <taxonrv>Ursus</taxonrv>
                                  <taxoncl>
                                    <taxonrn>Species</taxonrn>
                                    <taxonrv>Ursus maritimus</taxonrv>
                                    <common>Polar Bear</common>
                                    <common>TSN: 180542</common>
                                  </taxoncl>
                                </taxoncl>
                              </taxoncl>
                              <taxoncl>
                                <taxonrn>Family</taxonrn>
                                <taxonrv>Phocidae</taxonrv>
                                <taxoncl>
                                  <taxonrn>Genus</taxonrn>
                                  <taxonrv>Erignathus</taxonrv>
                                  <taxoncl>
                                    <taxonrn>Species</taxonrn>
                                    <taxonrv>Erignathus barbatus</taxonrv>
                                    <common>Bearded seal</common>
                                    <common>TSN: 180655</common>
                                    <taxoncl>
                                      <taxonrn>Subspecies</taxonrn>
                                      <taxonrv>Erignathus barbatus nauticus</taxonrv>
                                      <common>Pacific Bearded Seal</common>
                                      <common>TSN: 622070</common>
                                    </taxoncl>
                                  </taxoncl>
                                </taxoncl>
                                <taxoncl>
                                  <taxonrn>Genus</taxonrn>
                                  <taxonrv>Pusa</taxonrv>
                                  <taxoncl>
                                    <taxonrn>Species</taxonrn>
                                    <taxonrv>Pusa hispida</taxonrv>
                                    <common>Ringed seal</common>
                                    <common>TSN: 622018</common>
                                  </taxoncl>
                                </taxoncl>
                              </taxoncl>
                            </taxoncl>
                          </taxoncl>
                          <taxoncl>
                            <taxonrn>Order</taxonrn>
                            <taxonrv>Cetacea</taxonrv>
                            <taxoncl>
                              <taxonrn>Suborder</taxonrn>
                              <taxonrv>Mysticeti</taxonrv>
                              <taxoncl>
                                <taxonrn>Family</taxonrn>
                                <taxonrv>Balaenidae</taxonrv>
                                <taxoncl>
                                  <taxonrn>Genus</taxonrn>
                                  <taxonrv>Balaena</taxonrv>
                                  <taxoncl>
                                    <taxonrn>Species</taxonrn>
                                    <taxonrv>Balaena mysticetus</taxonrv>
                                    <common>Bowhead whale</common>
                                    <common>TSN: 180533</common>
                                  </taxoncl>
                                </taxoncl>
                              </taxoncl>
                            </taxoncl>
                            <taxoncl>
                              <taxonrn>Suborder</taxonrn>
                              <taxonrv>Odontoceti</taxonrv>
                              <taxoncl>
                                <taxonrn>Family</taxonrn>
                                <taxonrv>Monodontidae</taxonrv>
                                <taxoncl>
                                  <taxonrn>Genus</taxonrn>
                                  <taxonrv>Delphinapterus</taxonrv>
                                  <taxoncl>
                                    <taxonrn>Species</taxonrn>
                                    <taxonrv>Delphinapterus leucas</taxonrv>
                                    <common>Beluga whale</common>
                                    <common>Beluga</common>
                                    <common>TSN: 180483</common>
                                  </taxoncl>
                                </taxoncl>
                              </taxoncl>
                            </taxoncl>
                          </taxoncl>
                        </taxoncl>
                      </taxoncl>
                    </taxoncl>
                  </taxoncl>
                </taxoncl>
              </taxoncl>
            </taxoncl>
          </taxoncl>
        </taxoncl>
      </taxoncl>
    </taxonomy>
    <accconst>No access constraints.</accconst>
    <useconst>No use constraints. We request that the suggested citation of this USGS data release be included in any publications that reference or utilize these data.</useconst>
    <ptcontac>
      <cntinfo>
        <cntorgp>
          <cntorg>U.S. Geological Survey, Alaska Science Center</cntorg>
        </cntorgp>
        <cntaddr>
          <addrtype>Mailing and Physical</addrtype>
          <address>4210 University Drive</address>
          <city>Anchorage</city>
          <state>Alaska</state>
          <postal>99508</postal>
          <country>USA</country>
        </cntaddr>
        <cntvoice>907-786-7000</cntvoice>
        <cntemail>gs-ak_asc_datamanagers@usgs.gov</cntemail>
      </cntinfo>
    </ptcontac>
    <datacred>Melissa A McKinney (University of Connecticut, McGill University), Jennifer Bourque (University of Connecticut)</datacred>
  </idinfo>
  <dataqual>
    <attracc>
      <attraccr>Polar bear identifying numbers, sex, and age were extracted from the USGS Alaska Science Center Polar Bear Research program database. Identities (5-digit number tattooed on inner lip) are double checked in the field and during data capture. Age class is determined from a birth year that is assigned based on annual growth circuli in a vestigial tooth extracted the first time an individual bear is captured or the size of dependent young captured with the mother. Sex is determined by inspection of captured bears. The exceptions are that the sex and age class of 24 bears biopsied in 2012 that do not have a 5-digit numerical identifier were determined based on body size and shape by experienced polar bear biologists. The estimated dietary contributions are statistical estimates that are reported to the degree of precision produced by the software used to generate the estimates.</attraccr>
    </attracc>
    <logic>Attribute values fall within expected ranges. The diet estimates were constrained to fall within the interval [0,1] and sum to 1.</logic>
    <complete>No data were omitted and there are no missing values.</complete>
    <lineage>
      <method>
        <methtype>Field</methtype>
        <methdesc>Fat biopsy samples were collected from polar bears captured or biopsy darted along the north coast of Alaska or on offshore ice during March, April, and May from 2004 to 2016. Fatty acid data of the prey species bearded seal, bowhead whale, beluga whale, and ringed seal were compiled from online sources (Bromaghin et al. 2015a, Bromaghin et al. 2015b, USGS 2021) and one private source that has been used in several polar bear diet studies (Thiemann et al. 2008).</methdesc>
      </method>
      <srcinfo>
        <srccite>
          <citeinfo>
            <origin>Bromaghin, J.F.</origin>
            <pubdate>2017</pubdate>
            <title>qfasar: quantitative fatty acid signature analysis with R</title>
            <geoform>journal article</geoform>
            <serinfo>
              <sername>Methods in Ecology and Evolution</sername>
              <issue>8(9):1158-1162</issue>
            </serinfo>
            <pubinfo>
              <pubplace>online</pubplace>
              <publish>Wiley</publish>
            </pubinfo>
            <othercit>Bromaghin, J.F., 2017. qfasar: quantitative fatty acid signature analysis with R. Methods in Ecology and Evolution 8(9):1158-1162  doi:10.1111/2041-210X.12740</othercit>
            <onlink>https://doi.org/10.1111/2041-210X.12740</onlink>
          </citeinfo>
        </srccite>
        <typesrc>publication</typesrc>
        <srctime>
          <timeinfo>
            <sngdate>
              <caldate>2017</caldate>
            </sngdate>
          </timeinfo>
          <srccurr>publication date</srccurr>
        </srctime>
        <srccitea>Bromaghin 2017</srccitea>
        <srccontr>Methods of estimating diet composition with fatty acid data.</srccontr>
      </srcinfo>
      <srcinfo>
        <srccite>
          <citeinfo>
            <origin>Ghalanos, A.</origin>
            <origin>Theussl, S.</origin>
            <pubdate>2015</pubdate>
            <title>Rsolnp: General Non-linear Optimization Using Augmented Lagrange Multiplier Method</title>
            <edition>1.16</edition>
            <geoform>R package</geoform>
            <pubinfo>
              <pubplace>online</pubplace>
              <publish>The Comprehensive R Archive Network (CRAN)</publish>
            </pubinfo>
            <othercit>Ghalanos, A., Theussl, S. 2015. Rsolnp: General non-linear optimization using augmented Lagrange multiplier method. R package version 1.16.</othercit>
            <onlink>https://cran.r-project.org/package=Rsolnp</onlink>
          </citeinfo>
        </srccite>
        <typesrc>Software</typesrc>
        <srctime>
          <timeinfo>
            <sngdate>
              <caldate>2015</caldate>
            </sngdate>
          </timeinfo>
          <srccurr>publication date</srccurr>
        </srctime>
        <srccitea>Ghalanos and Theussl 2015</srccitea>
        <srccontr>Methods of estimating diet composition.</srccontr>
      </srcinfo>
      <srcinfo>
        <srccite>
          <citeinfo>
            <origin>Bromaghin, J.F.</origin>
            <origin>Budge, S.M.</origin>
            <origin>Thiemann, G.W.</origin>
            <origin>Rode, K.D.</origin>
            <pubdate>2015</pubdate>
            <title>Exploring the Sensitivity of Quantitative Fatty Acid Signature Analysis to Assumption Violations (Supplementary Data)</title>
            <geoform>tabular digital data</geoform>
            <pubinfo>
              <pubplace>online</pubplace>
              <publish>Dalhousie University</publish>
            </pubinfo>
            <othercit>Bromaghin, J.F., Budge, S.M., Thiemann, G.W., Rode, K.D., 2015. Exploring the sensitivity of quantitative fatty acid signature analysis to assumption violations (Supplementary data). Dalhousie University. doi:10.15273/10222/57254</othercit>
            <onlink>https://doi.org/10.15273/10222/57254</onlink>
          </citeinfo>
        </srccite>
        <typesrc>online database</typesrc>
        <srctime>
          <timeinfo>
            <sngdate>
              <caldate>2015</caldate>
            </sngdate>
          </timeinfo>
          <srccurr>publication date</srccurr>
        </srctime>
        <srccitea>Bromaghin et al. 2015a</srccitea>
        <srccontr>Fatty acid data from prey species.</srccontr>
      </srcinfo>
      <srcinfo>
        <srccite>
          <citeinfo>
            <origin>Bromaghin, J.F.</origin>
            <origin>Budge, S.M.</origin>
            <origin>Thiemann, G.W.</origin>
            <origin>Rode, K.D.</origin>
            <pubdate>2015</pubdate>
            <title>Assessing the Robustness of Quantitative Fatty Acid Signature Analysis to Assumption Violations (Supplementary Data)</title>
            <geoform>tabular digital data</geoform>
            <serinfo>
              <sername>USGS Data Release</sername>
              <issue>doi:10.5066/F7PR7T2W</issue>
            </serinfo>
            <pubinfo>
              <pubplace>online</pubplace>
              <publish>U.S. Geological Survey, Alaska Science Center</publish>
            </pubinfo>
            <othercit>Bromaghin, J.F., Budge, S.M., Thiemann, G.W., Rode, K.D., 2015. Assessing the robustness of quantitative fatty acid signature analysis to assumption violations (Supplementary data): U.S. Geological Survey data release, https://doi.org/10.5066/F7PR7T2W</othercit>
            <onlink>https://doi.org/10.5066/F7PR7T2W</onlink>
          </citeinfo>
        </srccite>
        <typesrc>online database</typesrc>
        <srctime>
          <timeinfo>
            <sngdate>
              <caldate>2015</caldate>
            </sngdate>
          </timeinfo>
          <srccurr>publication date</srccurr>
        </srctime>
        <srccitea>Bromaghin et al. 2015b</srccitea>
        <srccontr>Fatty acid data from prey species.</srccontr>
      </srcinfo>
      <srcinfo>
        <srccite>
          <citeinfo>
            <origin>USGS Alaska Science Center - Polar Bear Research Program</origin>
            <pubdate>2021</pubdate>
            <title>Fatty Acid Composition of Polar Bear Adipose Tissue and Ringed and Bearded Seal Blubber Collected in the Chukchi Sea, 2008-2017</title>
            <geoform>tabular digital data</geoform>
            <serinfo>
              <sername>USGS Data Release</sername>
              <issue>doi:10.5066/P92CRWOP</issue>
            </serinfo>
            <pubinfo>
              <pubplace>online</pubplace>
              <publish>U.S. Geological Survey, Alaska Science Center</publish>
            </pubinfo>
            <othercit>USGS Alaska Science Center - Polar Bear Research Program, 2021, Fatty acid composition of polar bear adipose tissue and ringed and bearded seal blubber collected in the Chukchi Sea, 2008-2017: U.S. Geological Survey data release, https://doi.org/10.5066/P92CRWOP</othercit>
            <onlink>https://doi.org/10.5066/P92CRWOP</onlink>
          </citeinfo>
        </srccite>
        <typesrc>online database</typesrc>
        <srctime>
          <timeinfo>
            <sngdate>
              <caldate>2021</caldate>
            </sngdate>
          </timeinfo>
          <srccurr>publication date</srccurr>
        </srctime>
        <srccitea>USGS 2021</srccitea>
        <srccontr>Fatty acid data from prey species.</srccontr>
      </srcinfo>
      <srcinfo>
        <srccite>
          <citeinfo>
            <origin>USGS Alaska Science Center - Polar Bear Research Program</origin>
            <pubdate>2023</pubdate>
            <title>Southern Beaufort Sea Polar Bear Fatty Acid Data, Spring Samples 2004-2016</title>
            <geoform>tabular digital data</geoform>
            <serinfo>
              <sername>USGS Data Release</sername>
              <issue>doi:10.5066/P9NIMT90</issue>
            </serinfo>
            <pubinfo>
              <pubplace>online</pubplace>
              <publish>U.S. Geological Survey, Alaska Science Center</publish>
            </pubinfo>
            <othercit>USGS Alaska Science Center - Polar Bear Research Program, 2023, Southern Beaufort Sea polar bear fatty acid data, spring samples 2004-2016: U.S. Geological Survey data release, https://doi.org/10.5066/P9NIMT90</othercit>
            <onlink>https://doi.org/10.5066/P9NIMT90</onlink>
          </citeinfo>
        </srccite>
        <typesrc>online database</typesrc>
        <srctime>
          <timeinfo>
            <sngdate>
              <caldate>2023</caldate>
            </sngdate>
          </timeinfo>
          <srccurr>publication date</srccurr>
        </srctime>
        <srccitea>USGS 2023</srccitea>
        <srccontr>Fatty acid data from polar bears.</srccontr>
      </srcinfo>
      <srcinfo>
        <srccite>
          <citeinfo>
            <origin>Bromaghin, J.F.</origin>
            <origin>Budge, S.M.</origin>
            <origin>Thiemann, G.W.</origin>
            <origin>Rode, K.D.</origin>
            <pubdate>2016</pubdate>
            <title>Assessing the Robustness of Quantitative Fatty Acid Signature Analysis to Assumption Violations</title>
            <geoform>journal arcticle</geoform>
            <serinfo>
              <sername>Methods in Ecology and Evolution</sername>
              <issue>7(1):51-59</issue>
            </serinfo>
            <pubinfo>
              <pubplace>online</pubplace>
              <publish>Wiley</publish>
            </pubinfo>
            <othercit>Bromaghin, J.F., Budge, S.M., Thiemann, G.W., Rode, K.D., 2016. Assessing the robustness of quantitative fatty acid signature analysis to assumption violations. Methods in Ecology and Evolution 7(1):51-59  doi:10.1111/2041-210X.12456</othercit>
            <onlink>https://doi.org/10.1111/2041-210X.12456</onlink>
          </citeinfo>
        </srccite>
        <typesrc>publication</typesrc>
        <srctime>
          <timeinfo>
            <sngdate>
              <caldate>2016</caldate>
            </sngdate>
          </timeinfo>
          <srccurr>publication date</srccurr>
        </srctime>
        <srccitea>Bromaghin et al. 2016a</srccitea>
        <srccontr>Methods of estimating diet composition with fatty acid data.</srccontr>
      </srcinfo>
      <srcinfo>
        <srccite>
          <citeinfo>
            <origin>Bromaghin, J.F.</origin>
            <origin>Budge, S.M.</origin>
            <origin>Thiemann, G.W.</origin>
            <origin>Rode, K.D.</origin>
            <pubdate>2017</pubdate>
            <title>Simultaneous Estimation of Diet Composition and Calibration Coefficients with Fatty Acid Signature Data</title>
            <geoform>journal arcticle</geoform>
            <serinfo>
              <sername>Ecology and Evolution</sername>
              <issue>7(16):6103-6113</issue>
            </serinfo>
            <pubinfo>
              <pubplace>online</pubplace>
              <publish>Wiley</publish>
            </pubinfo>
            <othercit>Bromaghin, J.F., Budge, S.M., Thiemann, G.W., Rode, K.D., 2017. Simultaneous estimation of diet composition and calibration coefficients with fatty acid signature data. Ecology and Evolution 7(16):6103–6113  doi:10.1002/ece3.3179</othercit>
            <onlink>https://doi.org/10.1002/ece3.3179</onlink>
          </citeinfo>
        </srccite>
        <typesrc>publication</typesrc>
        <srctime>
          <timeinfo>
            <sngdate>
              <caldate>2017</caldate>
            </sngdate>
          </timeinfo>
          <srccurr>publication date</srccurr>
        </srctime>
        <srccitea>Bromaghin et al. 2017</srccitea>
        <srccontr>Methods of estimating diet composition with fatty acid data.</srccontr>
      </srcinfo>
      <srcinfo>
        <srccite>
          <citeinfo>
            <origin>Bromaghin, J.F.</origin>
            <origin>Rode, K.D.</origin>
            <origin>Budge, S.M.</origin>
            <origin>Thiemann, G.W.</origin>
            <pubdate>2015</pubdate>
            <title>Distance measures and optimization spaces in quantitative fatty acid signature analysis</title>
            <geoform>journal article</geoform>
            <serinfo>
              <sername>Ecology and Evolution</sername>
              <issue>5(6):1249-1262</issue>
            </serinfo>
            <pubinfo>
              <pubplace>online</pubplace>
              <publish>Wiley</publish>
            </pubinfo>
            <othercit>Bromaghin, J.F., Rode, K.D., Budge, S.M., Thiemann, G.W., 2015. Distance measures and optimization spaces in quantitative fatty acid signature analysis. Ecology and Evolution 5(6):1249-1262  doi:10.1002/ece3.1429</othercit>
            <onlink>https://doi.org/10.1002/ece3.1429</onlink>
          </citeinfo>
        </srccite>
        <typesrc>publication</typesrc>
        <srctime>
          <timeinfo>
            <sngdate>
              <caldate>2015</caldate>
            </sngdate>
          </timeinfo>
          <srccurr>publication date</srccurr>
        </srctime>
        <srccitea>Bromaghin et al. 2015c</srccitea>
        <srccontr>Methods of estimating diet composition with fatty acid data.</srccontr>
      </srcinfo>
      <srcinfo>
        <srccite>
          <citeinfo>
            <origin>Iverson, S.J.</origin>
            <origin>Field, C.</origin>
            <origin>Bowen, W.D.</origin>
            <origin>Blanchard, W.</origin>
            <pubdate>2004</pubdate>
            <title>Quantitative Fatty Acid Signature Analysis: a New Method of Estimating Predator Diets</title>
            <geoform>journal arcticle</geoform>
            <serinfo>
              <sername>Ecological Monographs</sername>
              <issue>74(2):211–235</issue>
            </serinfo>
            <pubinfo>
              <pubplace>online</pubplace>
              <publish>Wiley</publish>
            </pubinfo>
            <othercit>Iverson, S.J., Field, C., Bowen, W.D., Blanchard, W., 2004. Quantitative fatty acid signature analysis: A new method of estimating predator diets. Ecological Monographs 74(2):211-235  doi:10.1890/02-4105</othercit>
            <onlink>https://doi.org/10.1890/02-4105</onlink>
          </citeinfo>
        </srccite>
        <typesrc>publication</typesrc>
        <srctime>
          <timeinfo>
            <sngdate>
              <caldate>2004</caldate>
            </sngdate>
          </timeinfo>
          <srccurr>publication date</srccurr>
        </srctime>
        <srccitea>Iverson et al. 2004</srccitea>
        <srccontr>Methods of estimating diet composition with fatty acid data.</srccontr>
      </srcinfo>
      <srcinfo>
        <srccite>
          <citeinfo>
            <origin>Thiemann, G.W.</origin>
            <origin>Iverson, S.J.</origin>
            <origin>Stirling, I.</origin>
            <pubdate>2008</pubdate>
            <title>Polar Bear Diets and Arctic Marine Food Webs: Insights from Fatty Acid Analysis</title>
            <geoform>journal article</geoform>
            <serinfo>
              <sername>Ecological Monographs</sername>
              <issue>78(4):591–613</issue>
            </serinfo>
            <pubinfo>
              <pubplace>online</pubplace>
              <publish>Wiley</publish>
            </pubinfo>
            <othercit>Thiemann, G.W., Iverson, S.J., Stirling, I., 2008. Polar bear diets and arctic marine food webs: insights from fatty acid analysis. Ecological Monographs 78(4):591-613  doi:10.1890/07-1050.1</othercit>
            <onlink>https://doi.org/10.1890/07-1050.1</onlink>
          </citeinfo>
        </srccite>
        <typesrc>publication</typesrc>
        <srctime>
          <timeinfo>
            <sngdate>
              <caldate>2008</caldate>
            </sngdate>
          </timeinfo>
          <srccurr>publication date</srccurr>
        </srctime>
        <srccitea>Thiemann et al. 2008</srccitea>
        <srccontr>Fatty acid data from prey species.</srccontr>
      </srcinfo>
      <srcinfo>
        <srccite>
          <citeinfo>
            <origin>McKinney, M.A.</origin>
            <origin>Atwood, T.C.</origin>
            <origin>Iverson, S.J.</origin>
            <origin>Peacock, E.</origin>
            <pubdate>2017</pubdate>
            <title>Temporal Complexity of Southern Beaufort Sea Polar Bear Diets During a Period of Increasing Land Use</title>
            <geoform>journal article</geoform>
            <serinfo>
              <sername>Ecosphere</sername>
              <issue>8(1):e01633</issue>
            </serinfo>
            <pubinfo>
              <pubplace>online</pubplace>
              <publish>Wiley</publish>
            </pubinfo>
            <othercit>McKinney, M.A., Atwood, T.C., Iverson, S.J., Peacock, E., 2017. Temporal complexity of southern Beaufort Sea polar bear diets during a period of increasing land use. Ecosphere 8(1):e01633 doi:10.1002/ecs2.1633</othercit>
            <onlink>https://doi.org/10.1002/ecs2.1633</onlink>
          </citeinfo>
        </srccite>
        <typesrc>publication</typesrc>
        <srctime>
          <timeinfo>
            <sngdate>
              <caldate>2017</caldate>
            </sngdate>
          </timeinfo>
          <srccurr>publication date</srccurr>
        </srctime>
        <srccitea>McKinney et al. 2017</srccitea>
        <srccontr>Prior analyses of the same polar bear fatty acid data.</srccontr>
      </srcinfo>
      <srcinfo>
        <srccite>
          <citeinfo>
            <origin>Bromaghin, J.F.</origin>
            <origin>Budge, S.M.</origin>
            <origin>Thiemann, G.W.</origin>
            <pubdate>2016</pubdate>
            <title>Should Fatty Acid Signature Proportions Sum to 1 for Diet Estimation?</title>
            <geoform>journal article</geoform>
            <serinfo>
              <sername>Ecological Research</sername>
              <issue>31(4):597–606</issue>
            </serinfo>
            <pubinfo>
              <pubplace>online</pubplace>
              <publish>Wiley</publish>
            </pubinfo>
            <othercit>Bromaghin, J.F., Budge, S.M., Thiemann, G.W., 2016. Should fatty acid signature proportions sum to 1 for diet estimation? Ecological Research 31(4):597–606  doi:10.1007/s11284-016-1357-8</othercit>
            <onlink>https://doi.org/10.1007/s11284-016-1357-8</onlink>
          </citeinfo>
        </srccite>
        <typesrc>publication</typesrc>
        <srctime>
          <timeinfo>
            <sngdate>
              <caldate>2016</caldate>
            </sngdate>
          </timeinfo>
          <srccurr>publication date</srccurr>
        </srctime>
        <srccitea>Bromaghin et al. 2016b</srccitea>
        <srccontr>Methods of estimating diet composition with fatty acid data.</srccontr>
      </srcinfo>
      <procstep>
        <procdesc>Diet composition was estimated using the R package qfasar (Bromaghin 2017) and the function "solnp" from the R package Rsolnp (Ghalanos and Theussl 2015).</procdesc>
        <procdate>Unknown</procdate>
      </procstep>
      <procstep>
        <procdesc>Diet composition was estimated from polar bear adipose tissue fatty acid composition data (USGS 2023) using three methods, the original quantitative fatty acid signature analysis model (Iverson et al. 2004, McKinney et al. 2017) and two alternative methods based on recommendations by Bromaghin et al. (2015c, 2016ab, 2017).

        Method 1: the Iverson et al. (2004) model, marine calibration coefficients from Thiemann et al. (2008), prey estimation space (Bromaghin et al. 2016a), Kullback-Leibler distance, fatty acid proportions of zero replaced with a value equal to 90% of the smallest non-zero proportion in the prey data, fatty acid signatures normalized to 1, and 31 dietary fatty acids: c16.2w6, c16.2w4, c16.3w6, c16.3w4, c16.4w3, c16.4w1, c18.2w6, c18.2w4, c18.3w6, c18.3w4, c18.3w3, c18.3w1, c18.4w3, c18.4w1, c20.1w11, c20.1w9, c20.1w7, c20.2w6, c20.3w6, c20.4w6, c20.3w3, c20.4w3, c20.5w3, c22.1w11, c22.1w9, c22.1w7, c21.5w3, c22.4w6, c22.5w6, c22.4w3, c22.6w3.

        Method 2: the Iverson et al. (2004) model, all-marine calibration coefficients from Thiemann et al. (2008), predator estimation space (Bromaghin et al. 2016a), Aitchison distance, fatty acid proportions of zero replaced with a value equal to 90% of the smallest non-zero proportion in the prey data, fatty acid signatures augmented (Bromaghin et al. 2016b), and 30 dietary fatty acids: c16.2w6, c16.2w4, c16.3w6, c16.3w4, c16.4w3, c16.4w1, c18.2w6, c18.2w4, c18.3w6, c18.3w4, c18.3w3, c18.3w1, c18.4w3, c18.4w1, c20.1w9, c20.1w7, c20.2w6, c20.3w6, c20.4w6, c20.3w3, c20.4w3, c20.5w3, c22.1w11, c22.1w9, c22.1w7, c21.5w3, c22.4w6, c22.5w6, c22.4w3, c22.6w3. These are the same fatty acids used in Method 1, except 20:1w11 was excluded.

        Method 3: the Bromaghin et al. (2017) model, predator estimation space (Bromaghin et al. 2016a), Aitchison distance, fatty acid proportions of zero replaced with a value equal to 90% of the smallest non-zero proportion in the prey data, fatty acid signatures augmented (Bromaghin et al. 2016b), and the same 31 dietary fatty acids used in Method 1: c16.2w6, c16.2w4, c16.3w6, c16.3w4, c16.4w3, c16.4w1, c18.2w6, c18.2w4, c18.3w6, c18.3w4, c18.3w3, c18.3w1, c18.4w3, c18.4w1, c20.1w11, c20.1w9, c20.1w7, c20.2w6, c20.3w6, c20.4w6, c20.3w3, c20.4w3, c20.5w3, c22.1w11, c22.1w9, c22.1w7, c21.5w3, c22.4w6, c22.5w6, c22.4w3, c22.6w3.</procdesc>
        <procdate>Unknown</procdate>
      </procstep>
    </lineage>
  </dataqual>
  <eainfo>
    <detailed>
      <enttyp>
        <enttypl>polarBear_multipleMethodDietEstimates_bromaghin.csv</enttypl>
        <enttypd>Table with capture details and three different estimates of the proportional contribution of four marine mammals to the lipid intake of an individual bear. Presented in a Comma Separated Value (CSV) formatted table.</enttypd>
        <enttypds>Author defined</enttypds>
      </enttyp>
      <attr>
        <attrlabl>Method</attrlabl>
        <attrdef>Values indicate of a set of options used to estimate diet composition.</attrdef>
        <attrdefs>Author defined</attrdefs>
        <attrdomv>
          <edom>
            <edomv>1</edomv>
            <edomvd>Method 1: the Iverson et al. (2004) model, marine calibration coefficients from Thiemann et al. (2008), prey estimation space (Bromaghin et al. 2016a), Kullback-Leibler distance, fatty acid proportions of zero replaced with a value equal to 90% of the smallest non-zero proportion in the prey data, fatty acid signatures normalized to 1, and the 31 dietary fatty acids: c16.2w6, c16.2w4, c16.3w6, c16.3w4, c16.4w3, c16.4w1, c18.2w6, c18.2w4, c18.3w6, c18.3w4, c18.3w3, c18.3w1, c18.4w3, c18.4w1, c20.1w11, c20.1w9, c20.1w7, c20.2w6, c20.3w6, c20.4w6, c20.3w3, c20.4w3, c20.5w3, c22.1w11, c22.1w9, c22.1w7, c21.5w3, c22.4w6, c22.5w6, c22.4w3, c22.6w3.</edomvd>
            <edomvds>Author defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>2</edomv>
            <edomvd>Method 2: the Iverson et al. (2004) model, all-marine calibration coefficients from Thiemann et al. (2008), predator estimation space (Bromaghin et al. 2016a), Aitchison distance, fatty acid proportions of zero replaced with a value equal to 90% of the smallest non-zero proportion in the prey data, fatty acid signatures augmented (Bromaghin et al. 2016b), and the 30 dietary fatty acids: c16.2w6, c16.2w4, c16.3w6, c16.3w4, c16.4w3, c16.4w1, c18.2w6, c18.2w4, c18.3w6, c18.3w4, c18.3w3, c18.3w1, c18.4w3, c18.4w1, c20.1w9, c20.1w7, c20.2w6, c20.3w6, c20.4w6, c20.3w3, c20.4w3, c20.5w3, c22.1w11, c22.1w9, c22.1w7, c21.5w3, c22.4w6, c22.5w6, c22.4w3, c22.6w3 used. These are the same fatty acids used in Method 1, except 20:1w11 was excluded.</edomvd>
            <edomvds>Author defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>3</edomv>
            <edomvd>Method 3: the Bromaghin et al. (2017) model, predator estimation space (Bromaghin et al. 2016a), Aitchison distance, fatty acid proportions of zero replaced with a value equal to 90% of the smallest non-zero proportion in the prey data, fatty acid signatures augmented (Bromaghin et al. 2016b), and the same 31 dietary fatty acids used in Method 1: c16.2w6, c16.2w4, c16.3w6, c16.3w4, c16.4w3, c16.4w1, c18.2w6, c18.2w4, c18.3w6, c18.3w4, c18.3w3, c18.3w1, c18.4w3, c18.4w1, c20.1w11, c20.1w9, c20.1w7, c20.2w6, c20.3w6, c20.4w6, c20.3w3, c20.4w3, c20.5w3, c22.1w11, c22.1w9, c22.1w7, c21.5w3, c22.4w6, c22.5w6, c22.4w3, c22.6w3.</edomvd>
            <edomvds>Author defined</edomvds>
          </edom>
        </attrdomv>
      </attr>
      <attr>
        <attrlabl>BearID</attrlabl>
        <attrdef>Unique identifier of each individual bear. Records with a 5-digit identifier represent bears that have been physically captured at some time during their lifetime. Records with a more complicated alphanumeric identifier are from bears from which a sample was obtain by remote biopsy darting and whose genetic data did not match that of a previously captured bear at the time these data were collated.</attrdef>
        <attrdefs>Author defined</attrdefs>
        <attrdomv>
          <udom>Unique identifier of each individual bear.</udom>
        </attrdomv>
      </attr>
      <attr>
        <attrlabl>Age</attrlabl>
        <attrdef>The age class of an individual bear at the time it was sampled.</attrdef>
        <attrdefs>Author defined</attrdefs>
        <attrdomv>
          <edom>
            <edomv>adult</edomv>
            <edomvd>Adult bears are at least 5 years old.</edomvd>
            <edomvds>Author defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>subadult</edomv>
            <edomvd>Subadult bears are independent of their mother and are from 2 to 4 years old.</edomvd>
            <edomvds>Author defined</edomvds>
          </edom>
        </attrdomv>
      </attr>
      <attr>
        <attrlabl>Sex</attrlabl>
        <attrdef>The sex of an individual bear.</attrdef>
        <attrdefs>Author defined</attrdefs>
        <attrdomv>
          <edom>
            <edomv>male</edomv>
            <edomvd>A male bear.</edomvd>
            <edomvds>Author defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>female</edomv>
            <edomvd>A female bear.</edomvd>
            <edomvds>Author defined</edomvds>
          </edom>
        </attrdomv>
      </attr>
      <attr>
        <attrlabl>Date</attrlabl>
        <attrdef>The date an individual bear was sampled. Sampling occurred in March, April, or May from 2004 to 2016.</attrdef>
        <attrdefs>Author defined</attrdefs>
        <attrdomv>
          <rdom>
            <rdommin>3/26/2004</rdommin>
            <rdommax>4/23/2016</rdommax>
            <attrunit>Date (MM/DD/YYYY)</attrunit>
          </rdom>
        </attrdomv>
      </attr>
      <attr>
        <attrlabl>Bearded</attrlabl>
        <attrdef>The estimated proportional contribution of bearded seal to the lipid intake of an individual bear.</attrdef>
        <attrdefs>Author defined</attrdefs>
        <attrdomv>
          <rdom>
            <rdommin>4.25e-12</rdommin>
            <rdommax>0.999999621</rdommax>
          </rdom>
        </attrdomv>
      </attr>
      <attr>
        <attrlabl>Beluga</attrlabl>
        <attrdef>The estimated proportional contribution of beluga whale to the lipid intake of an individual bear.</attrdef>
        <attrdefs>Author defined</attrdefs>
        <attrdomv>
          <rdom>
            <rdommin>1.25e-12</rdommin>
            <rdommax>0.99999981</rdommax>
          </rdom>
        </attrdomv>
      </attr>
      <attr>
        <attrlabl>Bowhead</attrlabl>
        <attrdef>The estimated proportional contribution of bowhead whale to the lipid intake of an individual bear.</attrdef>
        <attrdefs>Author defined</attrdefs>
        <attrdomv>
          <rdom>
            <rdommin>8.51e-12</rdommin>
            <rdommax>0.999999891</rdommax>
          </rdom>
        </attrdomv>
      </attr>
      <attr>
        <attrlabl>Ringed</attrlabl>
        <attrdef>The estimated proportional contribution of ringed seal to the lipid intake of an individual bear.</attrdef>
        <attrdefs>Author defined</attrdefs>
        <attrdomv>
          <rdom>
            <rdommin>1.82e-11</rdommin>
            <rdommax>0.999999941</rdommax>
          </rdom>
        </attrdomv>
      </attr>
    </detailed>
  </eainfo>
  <distinfo>
    <distrib>
      <cntinfo>
        <cntorgp>
          <cntorg>U.S. Geological Survey</cntorg>
          <cntper>USGS ScienceBase Team</cntper>
        </cntorgp>
        <cntaddr>
          <addrtype>Mailing and Physical</addrtype>
          <address>Denver Federal Center, Building 810, Mail Stop 302</address>
          <city>Denver</city>
          <state>Colorado</state>
          <postal>80225</postal>
          <country>USA</country>
        </cntaddr>
        <cntvoice>1-888-275-8747</cntvoice>
        <cntemail>sciencebase@usgs.gov</cntemail>
      </cntinfo>
    </distrib>
    <resdesc>The U.S. Geological Survey, Alaska Science Center is the authoritative source of these data, distributed by ScienceBase (a USGS Trusted Digital Repository).</resdesc>
    <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, no warranty expressed or implied is made regarding the display or utility of the data for other purposes or 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>CSV</formname>
          <formcont>Tabular data in CSV format; FGDC metadata in XML and HTML formats.</formcont>
        </digtinfo>
        <digtopt>
          <onlinopt>
            <computer>
              <networka>
                <networkr>https://doi.org/10.5066/P976BY21</networkr>
              </networka>
            </computer>
          </onlinopt>
        </digtopt>
      </digform>
      <fees>None</fees>
    </stdorder>
  </distinfo>
  <metainfo>
    <metd>20240616</metd>
    <metc>
      <cntinfo>
        <cntorgp>
          <cntorg>U.S. Geological Survey, Alaska Science Center</cntorg>
        </cntorgp>
        <cntaddr>
          <addrtype>Mailing and Physical</addrtype>
          <address>4210 University Drive</address>
          <city>Anchorage</city>
          <state>Alaska</state>
          <postal>99508</postal>
          <country>USA</country>
        </cntaddr>
        <cntvoice>907-786-7000</cntvoice>
        <cntemail>gs-ak_asc_datamanagers@usgs.gov</cntemail>
      </cntinfo>
    </metc>
    <metstdn>FGDC Biological Data Profile of the Content Standard for Digital Geospatial Metadata (CSDGM)</metstdn>
    <metstdv>FGDC-STD-001.1-1999</metstdv>
  </metainfo>
</metadata>
