Variation in regional and landscape effects on occupancy of temperate bats in the southeastern U.S

Habitat loss, wind energy development, and the disease white-nose syndrome are major threats contributing to declines in bat populations in North America. In the southeastern US in particular, the recent arrival of white-nose syndrome and changes in landscape composition and configuration have drive...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:PloS one 2018-11, Vol.13 (11), p.e0206857-e0206857
Hauptverfasser: Neece, Benjamin D, Loeb, Susan C, Jachowski, David S
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page e0206857
container_issue 11
container_start_page e0206857
container_title PloS one
container_volume 13
creator Neece, Benjamin D
Loeb, Susan C
Jachowski, David S
description Habitat loss, wind energy development, and the disease white-nose syndrome are major threats contributing to declines in bat populations in North America. In the southeastern US in particular, the recent arrival of white-nose syndrome and changes in landscape composition and configuration have driven shifts in bat species populations and distributions. Effective management strategies which address these large-scale, community-level threats require landscape-scale analyses. Our objective was to model the relationship between ecoregional and landscape factors and occupancy by all bat species in South Carolina, USA, during summer. We conducted acoustic surveys from mid-May through July 2015 and 2016 and evaluated temporally dynamic occupancy models for eight bat species or species groups at the 100 km2 level. We found significant effects of landscape factors such as ecoregion and forest edge density for three species, but habitat condition effects were not statistically significant for five other species. Thus, for some species, site-use analyses may be more appropriate than larger scale occupancy analyses. However, our occupancy predictions generally matched statewide historical distributions for all species, suggesting our approach could be useful for monitoring landscape-level trends in bat species. Thus, while our scale of study was likely too coarse for assessing fine-scale habitat associations for all bat species, our findings can improve future monitoring efforts, inform conservation priorities, and guide subsequent landscape-scale studies for bat species and community-level responses to global change.
doi_str_mv 10.1371/journal.pone.0206857
format Article
fullrecord <record><control><sourceid>proquest_plos_</sourceid><recordid>TN_cdi_plos_journals_2131222058</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><doaj_id>oai_doaj_org_article_ad13d4c390c14313aa776b2c599db84f</doaj_id><sourcerecordid>2132239981</sourcerecordid><originalsourceid>FETCH-LOGICAL-c526t-5e5dec1fa0d282cde31281cc35863dbce859357ea8eaa6bd9a9f1de75d53d8693</originalsourceid><addsrcrecordid>eNptkk1r3DAQhk1padI0_6C0gl562Y0-LFm6FEroRyDQQ5pcxVgab7x4LVeSC_n3VbJOSEIuGqF559HM8FbVB0bXTDTsZBvmOMKwnsKIa8qp0rJ5VR0yI_hKcSpeP7ofVO9S2lIqhVbqbXUgaE01lfqwaq8g9pD7MJJ-JBE35QYDgdGToRzJwYQEuw5dTqSIgnPzBKO7IaEjGXcTRshIWijpAsjXSFKYS4CUMY7kcn3xvnrTwZDweIlH1eWP739Of63Of_88O_12vnKSq7ySKD061gH1XHPnUTCumXNCaiV861BLI2SDoBFAtd6A6ZjHRnopvFZGHFWf9txpCMku60mWswLivExbFGd7hQ-wtVPsdxBvbIDe3j2EuLEQc-8GtOCZ8LUThjpWCyYAmka13EljfKvrrrC-Lr_N7Q69wzFHGJ5An2bG_tpuwj-rOFeM8gL4sgBi-DtjynbXJ4dDWTuG-a5vzoUxmhXp52fSl6er9yoXQ0oRu4dmGLW3lrmvsreWsYtlStnHx4M8FN17RPwHhk3AmA</addsrcrecordid><sourcetype>Open Website</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2131222058</pqid></control><display><type>article</type><title>Variation in regional and landscape effects on occupancy of temperate bats in the southeastern U.S</title><source>DOAJ Directory of Open Access Journals</source><source>EZB-FREE-00999 freely available EZB journals</source><source>PubMed Central</source><source>Free Full-Text Journals in Chemistry</source><source>Public Library of Science (PLoS)</source><creator>Neece, Benjamin D ; Loeb, Susan C ; Jachowski, David S</creator><creatorcontrib>Neece, Benjamin D ; Loeb, Susan C ; Jachowski, David S</creatorcontrib><description>Habitat loss, wind energy development, and the disease white-nose syndrome are major threats contributing to declines in bat populations in North America. In the southeastern US in particular, the recent arrival of white-nose syndrome and changes in landscape composition and configuration have driven shifts in bat species populations and distributions. Effective management strategies which address these large-scale, community-level threats require landscape-scale analyses. Our objective was to model the relationship between ecoregional and landscape factors and occupancy by all bat species in South Carolina, USA, during summer. We conducted acoustic surveys from mid-May through July 2015 and 2016 and evaluated temporally dynamic occupancy models for eight bat species or species groups at the 100 km2 level. We found significant effects of landscape factors such as ecoregion and forest edge density for three species, but habitat condition effects were not statistically significant for five other species. Thus, for some species, site-use analyses may be more appropriate than larger scale occupancy analyses. However, our occupancy predictions generally matched statewide historical distributions for all species, suggesting our approach could be useful for monitoring landscape-level trends in bat species. Thus, while our scale of study was likely too coarse for assessing fine-scale habitat associations for all bat species, our findings can improve future monitoring efforts, inform conservation priorities, and guide subsequent landscape-scale studies for bat species and community-level responses to global change.</description><identifier>ISSN: 1932-6203</identifier><identifier>EISSN: 1932-6203</identifier><identifier>DOI: 10.1371/journal.pone.0206857</identifier><identifier>PMID: 30408058</identifier><language>eng</language><publisher>United States: Public Library of Science</publisher><subject>Acoustic surveying ; Animal behavior ; Animal diseases ; Bats ; Biology and Life Sciences ; Coastal plains ; Communities ; Conservation ; Earth Sciences ; Ecological monitoring ; Ecology and Environmental Sciences ; Engineering and Technology ; Environmental protection ; Forestry ; Habitat loss ; Habitats ; Influence ; Internet ; Nose ; Parks &amp; recreation areas ; People and places ; Populations ; Research and Analysis Methods ; Social Sciences ; Species ; Statistical analysis ; Threat evaluation ; Trends ; Urbanization ; Wetlands ; White-nose syndrome ; Wildlife conservation ; Wind power</subject><ispartof>PloS one, 2018-11, Vol.13 (11), p.e0206857-e0206857</ispartof><rights>This is an open access article, free of all copyright, and may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. The work is made available under the Creative Commons CC0 public domain dedication: https://creativecommons.org/publicdomain/zero/1.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c526t-5e5dec1fa0d282cde31281cc35863dbce859357ea8eaa6bd9a9f1de75d53d8693</citedby><cites>FETCH-LOGICAL-c526t-5e5dec1fa0d282cde31281cc35863dbce859357ea8eaa6bd9a9f1de75d53d8693</cites><orcidid>0000-0002-9264-3614 ; 0000-0001-6404-2128</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC6226102/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC6226102/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,860,881,2096,2915,23845,27901,27902,53766,53768,79342,79343</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/30408058$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Neece, Benjamin D</creatorcontrib><creatorcontrib>Loeb, Susan C</creatorcontrib><creatorcontrib>Jachowski, David S</creatorcontrib><title>Variation in regional and landscape effects on occupancy of temperate bats in the southeastern U.S</title><title>PloS one</title><addtitle>PLoS One</addtitle><description>Habitat loss, wind energy development, and the disease white-nose syndrome are major threats contributing to declines in bat populations in North America. In the southeastern US in particular, the recent arrival of white-nose syndrome and changes in landscape composition and configuration have driven shifts in bat species populations and distributions. Effective management strategies which address these large-scale, community-level threats require landscape-scale analyses. Our objective was to model the relationship between ecoregional and landscape factors and occupancy by all bat species in South Carolina, USA, during summer. We conducted acoustic surveys from mid-May through July 2015 and 2016 and evaluated temporally dynamic occupancy models for eight bat species or species groups at the 100 km2 level. We found significant effects of landscape factors such as ecoregion and forest edge density for three species, but habitat condition effects were not statistically significant for five other species. Thus, for some species, site-use analyses may be more appropriate than larger scale occupancy analyses. However, our occupancy predictions generally matched statewide historical distributions for all species, suggesting our approach could be useful for monitoring landscape-level trends in bat species. Thus, while our scale of study was likely too coarse for assessing fine-scale habitat associations for all bat species, our findings can improve future monitoring efforts, inform conservation priorities, and guide subsequent landscape-scale studies for bat species and community-level responses to global change.</description><subject>Acoustic surveying</subject><subject>Animal behavior</subject><subject>Animal diseases</subject><subject>Bats</subject><subject>Biology and Life Sciences</subject><subject>Coastal plains</subject><subject>Communities</subject><subject>Conservation</subject><subject>Earth Sciences</subject><subject>Ecological monitoring</subject><subject>Ecology and Environmental Sciences</subject><subject>Engineering and Technology</subject><subject>Environmental protection</subject><subject>Forestry</subject><subject>Habitat loss</subject><subject>Habitats</subject><subject>Influence</subject><subject>Internet</subject><subject>Nose</subject><subject>Parks &amp; recreation areas</subject><subject>People and places</subject><subject>Populations</subject><subject>Research and Analysis Methods</subject><subject>Social Sciences</subject><subject>Species</subject><subject>Statistical analysis</subject><subject>Threat evaluation</subject><subject>Trends</subject><subject>Urbanization</subject><subject>Wetlands</subject><subject>White-nose syndrome</subject><subject>Wildlife conservation</subject><subject>Wind power</subject><issn>1932-6203</issn><issn>1932-6203</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><sourceid>BENPR</sourceid><sourceid>DOA</sourceid><recordid>eNptkk1r3DAQhk1padI0_6C0gl562Y0-LFm6FEroRyDQQ5pcxVgab7x4LVeSC_n3VbJOSEIuGqF559HM8FbVB0bXTDTsZBvmOMKwnsKIa8qp0rJ5VR0yI_hKcSpeP7ofVO9S2lIqhVbqbXUgaE01lfqwaq8g9pD7MJJ-JBE35QYDgdGToRzJwYQEuw5dTqSIgnPzBKO7IaEjGXcTRshIWijpAsjXSFKYS4CUMY7kcn3xvnrTwZDweIlH1eWP739Of63Of_88O_12vnKSq7ySKD061gH1XHPnUTCumXNCaiV861BLI2SDoBFAtd6A6ZjHRnopvFZGHFWf9txpCMku60mWswLivExbFGd7hQ-wtVPsdxBvbIDe3j2EuLEQc-8GtOCZ8LUThjpWCyYAmka13EljfKvrrrC-Lr_N7Q69wzFHGJ5An2bG_tpuwj-rOFeM8gL4sgBi-DtjynbXJ4dDWTuG-a5vzoUxmhXp52fSl6er9yoXQ0oRu4dmGLW3lrmvsreWsYtlStnHx4M8FN17RPwHhk3AmA</recordid><startdate>20181108</startdate><enddate>20181108</enddate><creator>Neece, Benjamin D</creator><creator>Loeb, Susan C</creator><creator>Jachowski, David S</creator><general>Public Library of Science</general><general>Public Library of Science (PLoS)</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7QG</scope><scope>7QL</scope><scope>7QO</scope><scope>7RV</scope><scope>7SN</scope><scope>7SS</scope><scope>7T5</scope><scope>7TG</scope><scope>7TM</scope><scope>7U9</scope><scope>7X2</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8AO</scope><scope>8C1</scope><scope>8FD</scope><scope>8FE</scope><scope>8FG</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABJCF</scope><scope>ABUWG</scope><scope>AEUYN</scope><scope>AFKRA</scope><scope>ARAPS</scope><scope>ATCPS</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>BHPHI</scope><scope>C1K</scope><scope>CCPQU</scope><scope>D1I</scope><scope>DWQXO</scope><scope>FR3</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>H94</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>KB.</scope><scope>KB0</scope><scope>KL.</scope><scope>L6V</scope><scope>LK8</scope><scope>M0K</scope><scope>M0S</scope><scope>M1P</scope><scope>M7N</scope><scope>M7P</scope><scope>M7S</scope><scope>NAPCQ</scope><scope>P5Z</scope><scope>P62</scope><scope>P64</scope><scope>PATMY</scope><scope>PDBOC</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PTHSS</scope><scope>PYCSY</scope><scope>RC3</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0002-9264-3614</orcidid><orcidid>https://orcid.org/0000-0001-6404-2128</orcidid></search><sort><creationdate>20181108</creationdate><title>Variation in regional and landscape effects on occupancy of temperate bats in the southeastern U.S</title><author>Neece, Benjamin D ; Loeb, Susan C ; Jachowski, David S</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c526t-5e5dec1fa0d282cde31281cc35863dbce859357ea8eaa6bd9a9f1de75d53d8693</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>Acoustic surveying</topic><topic>Animal behavior</topic><topic>Animal diseases</topic><topic>Bats</topic><topic>Biology and Life Sciences</topic><topic>Coastal plains</topic><topic>Communities</topic><topic>Conservation</topic><topic>Earth Sciences</topic><topic>Ecological monitoring</topic><topic>Ecology and Environmental Sciences</topic><topic>Engineering and Technology</topic><topic>Environmental protection</topic><topic>Forestry</topic><topic>Habitat loss</topic><topic>Habitats</topic><topic>Influence</topic><topic>Internet</topic><topic>Nose</topic><topic>Parks &amp; recreation areas</topic><topic>People and places</topic><topic>Populations</topic><topic>Research and Analysis Methods</topic><topic>Social Sciences</topic><topic>Species</topic><topic>Statistical analysis</topic><topic>Threat evaluation</topic><topic>Trends</topic><topic>Urbanization</topic><topic>Wetlands</topic><topic>White-nose syndrome</topic><topic>Wildlife conservation</topic><topic>Wind power</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Neece, Benjamin D</creatorcontrib><creatorcontrib>Loeb, Susan C</creatorcontrib><creatorcontrib>Jachowski, David S</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Animal Behavior Abstracts</collection><collection>Bacteriology Abstracts (Microbiology B)</collection><collection>Biotechnology Research Abstracts</collection><collection>ProQuest Nursing and Allied Health Journals</collection><collection>Ecology Abstracts</collection><collection>Entomology Abstracts (Full archive)</collection><collection>Immunology Abstracts</collection><collection>Meteorological &amp; Geoastrophysical Abstracts</collection><collection>Nucleic Acids Abstracts</collection><collection>Virology and AIDS Abstracts</collection><collection>Agricultural Science Collection</collection><collection>ProQuest Health and Medical</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>ProQuest Pharma Collection</collection><collection>Public Health Database</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>Materials Science &amp; Engineering Collection</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest One Sustainability</collection><collection>ProQuest Central UK/Ireland</collection><collection>Advanced Technologies &amp; Aerospace Collection</collection><collection>Agricultural &amp; Environmental Science Collection</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>Technology Collection</collection><collection>Natural Science Collection</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ProQuest One Community College</collection><collection>ProQuest Materials Science Collection</collection><collection>ProQuest Central Korea</collection><collection>Engineering Research Database</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Health &amp; Medical Complete (Alumni)</collection><collection>Materials Science Database</collection><collection>Nursing &amp; Allied Health Database (Alumni Edition)</collection><collection>Meteorological &amp; Geoastrophysical Abstracts - Academic</collection><collection>ProQuest Engineering Collection</collection><collection>ProQuest Biological Science Collection</collection><collection>Agricultural Science Database</collection><collection>Health &amp; Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Algology Mycology and Protozoology Abstracts (Microbiology C)</collection><collection>ProQuest Biological Science Journals</collection><collection>Engineering Database</collection><collection>Nursing &amp; Allied Health Premium</collection><collection>Advanced Technologies &amp; Aerospace Database</collection><collection>ProQuest Advanced Technologies &amp; Aerospace Collection</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Environmental Science Database</collection><collection>Materials Science Collection</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>Engineering Collection</collection><collection>Environmental Science Collection</collection><collection>Genetics Abstracts</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>PloS one</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Neece, Benjamin D</au><au>Loeb, Susan C</au><au>Jachowski, David S</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Variation in regional and landscape effects on occupancy of temperate bats in the southeastern U.S</atitle><jtitle>PloS one</jtitle><addtitle>PLoS One</addtitle><date>2018-11-08</date><risdate>2018</risdate><volume>13</volume><issue>11</issue><spage>e0206857</spage><epage>e0206857</epage><pages>e0206857-e0206857</pages><issn>1932-6203</issn><eissn>1932-6203</eissn><abstract>Habitat loss, wind energy development, and the disease white-nose syndrome are major threats contributing to declines in bat populations in North America. In the southeastern US in particular, the recent arrival of white-nose syndrome and changes in landscape composition and configuration have driven shifts in bat species populations and distributions. Effective management strategies which address these large-scale, community-level threats require landscape-scale analyses. Our objective was to model the relationship between ecoregional and landscape factors and occupancy by all bat species in South Carolina, USA, during summer. We conducted acoustic surveys from mid-May through July 2015 and 2016 and evaluated temporally dynamic occupancy models for eight bat species or species groups at the 100 km2 level. We found significant effects of landscape factors such as ecoregion and forest edge density for three species, but habitat condition effects were not statistically significant for five other species. Thus, for some species, site-use analyses may be more appropriate than larger scale occupancy analyses. However, our occupancy predictions generally matched statewide historical distributions for all species, suggesting our approach could be useful for monitoring landscape-level trends in bat species. Thus, while our scale of study was likely too coarse for assessing fine-scale habitat associations for all bat species, our findings can improve future monitoring efforts, inform conservation priorities, and guide subsequent landscape-scale studies for bat species and community-level responses to global change.</abstract><cop>United States</cop><pub>Public Library of Science</pub><pmid>30408058</pmid><doi>10.1371/journal.pone.0206857</doi><orcidid>https://orcid.org/0000-0002-9264-3614</orcidid><orcidid>https://orcid.org/0000-0001-6404-2128</orcidid><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 1932-6203
ispartof PloS one, 2018-11, Vol.13 (11), p.e0206857-e0206857
issn 1932-6203
1932-6203
language eng
recordid cdi_plos_journals_2131222058
source DOAJ Directory of Open Access Journals; EZB-FREE-00999 freely available EZB journals; PubMed Central; Free Full-Text Journals in Chemistry; Public Library of Science (PLoS)
subjects Acoustic surveying
Animal behavior
Animal diseases
Bats
Biology and Life Sciences
Coastal plains
Communities
Conservation
Earth Sciences
Ecological monitoring
Ecology and Environmental Sciences
Engineering and Technology
Environmental protection
Forestry
Habitat loss
Habitats
Influence
Internet
Nose
Parks & recreation areas
People and places
Populations
Research and Analysis Methods
Social Sciences
Species
Statistical analysis
Threat evaluation
Trends
Urbanization
Wetlands
White-nose syndrome
Wildlife conservation
Wind power
title Variation in regional and landscape effects on occupancy of temperate bats in the southeastern U.S
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-02-08T02%3A07%3A16IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_plos_&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Variation%20in%20regional%20and%20landscape%20effects%20on%20occupancy%20of%20temperate%20bats%20in%20the%20southeastern%20U.S&rft.jtitle=PloS%20one&rft.au=Neece,%20Benjamin%20D&rft.date=2018-11-08&rft.volume=13&rft.issue=11&rft.spage=e0206857&rft.epage=e0206857&rft.pages=e0206857-e0206857&rft.issn=1932-6203&rft.eissn=1932-6203&rft_id=info:doi/10.1371/journal.pone.0206857&rft_dat=%3Cproquest_plos_%3E2132239981%3C/proquest_plos_%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2131222058&rft_id=info:pmid/30408058&rft_doaj_id=oai_doaj_org_article_ad13d4c390c14313aa776b2c599db84f&rfr_iscdi=true