Source Partitioning Using Stable Isotopes: Coping with Too Much Variation
Events
Loading … Spinner

Mendeley | Further Information

{"title"=>"Source partitioning using stable isotopes: Coping with too much variation", "type"=>"journal", "authors"=>[{"first_name"=>"Andrew C.", "last_name"=>"Parnell", "scopus_author_id"=>"24473547900"}, {"first_name"=>"Richard", "last_name"=>"Inger", "scopus_author_id"=>"14010058800"}, {"first_name"=>"Stuart", "last_name"=>"Bearhop", "scopus_author_id"=>"6701787865"}, {"first_name"=>"Andrew L.", "last_name"=>"Jackson", "scopus_author_id"=>"36063774900"}], "year"=>2010, "source"=>"PLoS ONE", "identifiers"=>{"issn"=>"19326203", "arxiv"=>"arXiv:1011.1669v3", "scopus"=>"2-s2.0-77950546330", "pui"=>"358582241", "doi"=>"10.1371/journal.pone.0009672", "isbn"=>"1932-6203", "sgr"=>"77950546330", "pmid"=>"20300637"}, "id"=>"02c4468f-de1f-3399-a665-a561ee5007ab", "abstract"=>"BACKGROUND: Stable isotope analysis is increasingly being utilised across broad areas of ecology and biology. Key to much of this work is the use of mixing models to estimate the proportion of sources contributing to a mixture such as in diet estimation.\\n\\nMETHODOLOGY: By accurately reflecting natural variation and uncertainty to generate robust probability estimates of source proportions, the application of Bayesian methods to stable isotope mixing models promises to enable researchers to address an array of new questions, and approach current questions with greater insight and honesty.\\n\\nCONCLUSIONS: We outline a framework that builds on recently published Bayesian isotopic mixing models and present a new open source R package, SIAR. The formulation in R will allow for continued and rapid development of this core model into an all-encompassing single analysis suite for stable isotope research.", "link"=>"http://www.mendeley.com/research/source-partitioning-using-stable-isotopes-coping-much-variation", "reader_count"=>1124, "reader_count_by_academic_status"=>{"Unspecified"=>32, "Professor > Associate Professor"=>35, "Librarian"=>1, "Researcher"=>229, "Student > Doctoral Student"=>70, "Student > Ph. D. Student"=>315, "Student > Postgraduate"=>43, "Student > Master"=>248, "Other"=>32, "Student > Bachelor"=>75, "Lecturer"=>12, "Lecturer > Senior Lecturer"=>3, "Professor"=>29}, "reader_count_by_user_role"=>{"Unspecified"=>32, "Professor > Associate Professor"=>35, "Librarian"=>1, "Researcher"=>229, "Student > Doctoral Student"=>70, "Student > Ph. D. Student"=>315, "Student > Postgraduate"=>43, "Student > Master"=>248, "Other"=>32, "Student > Bachelor"=>75, "Lecturer"=>12, "Lecturer > Senior Lecturer"=>3, "Professor"=>29}, "reader_count_by_subject_area"=>{"Unspecified"=>84, "Agricultural and Biological Sciences"=>673, "Arts and Humanities"=>4, "Business, Management and Accounting"=>2, "Chemistry"=>8, "Computer Science"=>1, "Earth and Planetary Sciences"=>75, "Engineering"=>3, "Environmental Science"=>249, "Biochemistry, Genetics and Molecular Biology"=>1, "Materials Science"=>1, "Mathematics"=>5, "Medicine and Dentistry"=>3, "Design"=>1, "Physics and Astronomy"=>2, "Social Sciences"=>11, "Immunology and Microbiology"=>1}, "reader_count_by_subdiscipline"=>{"Materials Science"=>{"Materials Science"=>1}, "Medicine and Dentistry"=>{"Medicine and Dentistry"=>3}, "Social Sciences"=>{"Social Sciences"=>11}, "Physics and Astronomy"=>{"Physics and Astronomy"=>2}, "Mathematics"=>{"Mathematics"=>5}, "Unspecified"=>{"Unspecified"=>84}, "Environmental Science"=>{"Environmental Science"=>249}, "Arts and Humanities"=>{"Arts and Humanities"=>4}, "Design"=>{"Design"=>1}, "Engineering"=>{"Engineering"=>3}, "Chemistry"=>{"Chemistry"=>8}, "Earth and Planetary Sciences"=>{"Earth and Planetary Sciences"=>75}, "Immunology and Microbiology"=>{"Immunology and Microbiology"=>1}, "Agricultural and Biological Sciences"=>{"Agricultural and Biological Sciences"=>673}, "Computer Science"=>{"Computer Science"=>1}, "Business, Management and Accounting"=>{"Business, Management and Accounting"=>2}, "Biochemistry, Genetics and Molecular Biology"=>{"Biochemistry, Genetics and Molecular Biology"=>1}}, "reader_count_by_country"=>{"Republic of Singapore"=>1, "United States"=>30, "Malaysia"=>1, "Portugal"=>5, "Russia"=>1, "Sweden"=>5, "Netherlands"=>2, "Austria"=>1, "Guatemala"=>1, "Brazil"=>18, "Poland"=>1, "France"=>5, "Chile"=>8, "Colombia"=>1, "Argentina"=>3, "Uruguay"=>2, "Philippines"=>1, "Japan"=>2, "United Kingdom"=>12, "Kenya"=>1, "Switzerland"=>1, "Spain"=>8, "New Zealand"=>1, "Canada"=>8, "Venezuela"=>1, "Bangladesh"=>1, "Belgium"=>7, "Namibia"=>1, "Finland"=>1, "South Africa"=>6, "Mexico"=>6, "Italy"=>2, "Australia"=>3, "Germany"=>3}, "group_count"=>35}

CrossRef

Scopus | Further Information

{"@_fa"=>"true", "link"=>[{"@_fa"=>"true", "@ref"=>"self", "@href"=>"https://api.elsevier.com/content/abstract/scopus_id/77950546330"}, {"@_fa"=>"true", "@ref"=>"author-affiliation", "@href"=>"https://api.elsevier.com/content/abstract/scopus_id/77950546330?field=author,affiliation"}, {"@_fa"=>"true", "@ref"=>"scopus", "@href"=>"https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=77950546330&origin=inward"}, {"@_fa"=>"true", "@ref"=>"scopus-citedby", "@href"=>"https://www.scopus.com/inward/citedby.uri?partnerID=HzOxMe3b&scp=77950546330&origin=inward"}], "prism:url"=>"https://api.elsevier.com/content/abstract/scopus_id/77950546330", "dc:identifier"=>"SCOPUS_ID:77950546330", "eid"=>"2-s2.0-77950546330", "dc:title"=>"Source partitioning using stable isotopes: Coping with too much variation", "dc:creator"=>"Parnell A.", "prism:publicationName"=>"PLoS ONE", "prism:eIssn"=>"19326203", "prism:volume"=>"5", "prism:issueIdentifier"=>"3", "prism:pageRange"=>nil, "prism:coverDate"=>"2010-03-12", "prism:coverDisplayDate"=>"12 March 2010", "prism:doi"=>"10.1371/journal.pone.0009672", "citedby-count"=>"1577", "affiliation"=>[{"@_fa"=>"true", "affilname"=>"University College Dublin", "affiliation-city"=>"Dublin", "affiliation-country"=>"Ireland"}], "pubmed-id"=>"20300637", "prism:aggregationType"=>"Journal", "subtype"=>"ar", "subtypeDescription"=>"Article", "article-number"=>"e9672", "source-id"=>"10600153309", "openaccess"=>"1", "openaccessFlag"=>true}

Facebook

  • {"url"=>"http%3A%2F%2Fjournals.plos.org%2Fplosone%2Farticle%3Fid%3D10.1371%252Fjournal.pone.0009672", "share_count"=>0, "like_count"=>0, "comment_count"=>0, "click_count"=>0, "total_count"=>0}

Twitter

Counter

  • {"month"=>"3", "year"=>"2010", "pdf_views"=>"111", "xml_views"=>"3", "html_views"=>"368"}
  • {"month"=>"4", "year"=>"2010", "pdf_views"=>"86", "xml_views"=>"1", "html_views"=>"193"}
  • {"month"=>"5", "year"=>"2010", "pdf_views"=>"64", "xml_views"=>"1", "html_views"=>"151"}
  • {"month"=>"6", "year"=>"2010", "pdf_views"=>"54", "xml_views"=>"1", "html_views"=>"123"}
  • {"month"=>"7", "year"=>"2010", "pdf_views"=>"33", "xml_views"=>"0", "html_views"=>"81"}
  • {"month"=>"8", "year"=>"2010", "pdf_views"=>"39", "xml_views"=>"1", "html_views"=>"99"}
  • {"month"=>"9", "year"=>"2010", "pdf_views"=>"52", "xml_views"=>"1", "html_views"=>"114"}
  • {"month"=>"10", "year"=>"2010", "pdf_views"=>"53", "xml_views"=>"2", "html_views"=>"119"}
  • {"month"=>"11", "year"=>"2010", "pdf_views"=>"58", "xml_views"=>"0", "html_views"=>"130"}
  • {"month"=>"12", "year"=>"2010", "pdf_views"=>"50", "xml_views"=>"0", "html_views"=>"122"}
  • {"month"=>"1", "year"=>"2011", "pdf_views"=>"47", "xml_views"=>"2", "html_views"=>"114"}
  • {"month"=>"2", "year"=>"2011", "pdf_views"=>"46", "xml_views"=>"0", "html_views"=>"107"}
  • {"month"=>"3", "year"=>"2011", "pdf_views"=>"60", "xml_views"=>"0", "html_views"=>"146"}
  • {"month"=>"4", "year"=>"2011", "pdf_views"=>"58", "xml_views"=>"0", "html_views"=>"121"}
  • {"month"=>"5", "year"=>"2011", "pdf_views"=>"44", "xml_views"=>"1", "html_views"=>"104"}
  • {"month"=>"6", "year"=>"2011", "pdf_views"=>"42", "xml_views"=>"1", "html_views"=>"91"}
  • {"month"=>"7", "year"=>"2011", "pdf_views"=>"29", "xml_views"=>"0", "html_views"=>"79"}
  • {"month"=>"8", "year"=>"2011", "pdf_views"=>"45", "xml_views"=>"0", "html_views"=>"124"}
  • {"month"=>"9", "year"=>"2011", "pdf_views"=>"61", "xml_views"=>"2", "html_views"=>"145"}
  • {"month"=>"10", "year"=>"2011", "pdf_views"=>"84", "xml_views"=>"0", "html_views"=>"208"}
  • {"month"=>"11", "year"=>"2011", "pdf_views"=>"83", "xml_views"=>"0", "html_views"=>"186"}
  • {"month"=>"12", "year"=>"2011", "pdf_views"=>"56", "xml_views"=>"2", "html_views"=>"144"}
  • {"month"=>"1", "year"=>"2012", "pdf_views"=>"52", "xml_views"=>"1", "html_views"=>"144"}
  • {"month"=>"2", "year"=>"2012", "pdf_views"=>"64", "xml_views"=>"0", "html_views"=>"166"}
  • {"month"=>"3", "year"=>"2012", "pdf_views"=>"71", "xml_views"=>"0", "html_views"=>"154"}
  • {"month"=>"4", "year"=>"2012", "pdf_views"=>"65", "xml_views"=>"2", "html_views"=>"171"}
  • {"month"=>"5", "year"=>"2012", "pdf_views"=>"75", "xml_views"=>"1", "html_views"=>"169"}
  • {"month"=>"6", "year"=>"2012", "pdf_views"=>"62", "xml_views"=>"0", "html_views"=>"165"}
  • {"month"=>"7", "year"=>"2012", "pdf_views"=>"51", "xml_views"=>"0", "html_views"=>"162"}
  • {"month"=>"8", "year"=>"2012", "pdf_views"=>"62", "xml_views"=>"5", "html_views"=>"163"}
  • {"month"=>"9", "year"=>"2012", "pdf_views"=>"65", "xml_views"=>"3", "html_views"=>"197"}
  • {"month"=>"10", "year"=>"2012", "pdf_views"=>"88", "xml_views"=>"0", "html_views"=>"201"}
  • {"month"=>"11", "year"=>"2012", "pdf_views"=>"84", "xml_views"=>"0", "html_views"=>"218"}
  • {"month"=>"12", "year"=>"2012", "pdf_views"=>"65", "xml_views"=>"0", "html_views"=>"195"}
  • {"month"=>"1", "year"=>"2013", "pdf_views"=>"67", "xml_views"=>"0", "html_views"=>"267"}
  • {"month"=>"2", "year"=>"2013", "pdf_views"=>"67", "xml_views"=>"1", "html_views"=>"216"}
  • {"month"=>"3", "year"=>"2013", "pdf_views"=>"69", "xml_views"=>"0", "html_views"=>"255"}
  • {"month"=>"4", "year"=>"2013", "pdf_views"=>"68", "xml_views"=>"0", "html_views"=>"273"}
  • {"month"=>"5", "year"=>"2013", "pdf_views"=>"82", "xml_views"=>"1", "html_views"=>"238"}
  • {"month"=>"6", "year"=>"2013", "pdf_views"=>"53", "xml_views"=>"0", "html_views"=>"187"}
  • {"month"=>"7", "year"=>"2013", "pdf_views"=>"57", "xml_views"=>"0", "html_views"=>"220"}
  • {"month"=>"8", "year"=>"2013", "pdf_views"=>"52", "xml_views"=>"0", "html_views"=>"235"}
  • {"month"=>"9", "year"=>"2013", "pdf_views"=>"90", "xml_views"=>"0", "html_views"=>"317"}
  • {"month"=>"10", "year"=>"2013", "pdf_views"=>"75", "xml_views"=>"2", "html_views"=>"250"}
  • {"month"=>"11", "year"=>"2013", "pdf_views"=>"87", "xml_views"=>"0", "html_views"=>"236"}
  • {"month"=>"12", "year"=>"2013", "pdf_views"=>"60", "xml_views"=>"0", "html_views"=>"207"}
  • {"month"=>"1", "year"=>"2014", "pdf_views"=>"87", "xml_views"=>"1", "html_views"=>"243"}
  • {"month"=>"2", "year"=>"2014", "pdf_views"=>"65", "xml_views"=>"0", "html_views"=>"225"}
  • {"month"=>"3", "year"=>"2014", "pdf_views"=>"94", "xml_views"=>"2", "html_views"=>"299"}
  • {"month"=>"4", "year"=>"2014", "pdf_views"=>"71", "xml_views"=>"2", "html_views"=>"249"}
  • {"month"=>"5", "year"=>"2014", "pdf_views"=>"67", "xml_views"=>"3", "html_views"=>"263"}
  • {"month"=>"6", "year"=>"2014", "pdf_views"=>"72", "xml_views"=>"0", "html_views"=>"242"}
  • {"month"=>"7", "year"=>"2014", "pdf_views"=>"57", "xml_views"=>"0", "html_views"=>"221"}
  • {"month"=>"8", "year"=>"2014", "pdf_views"=>"68", "xml_views"=>"2", "html_views"=>"232"}
  • {"month"=>"9", "year"=>"2014", "pdf_views"=>"84", "xml_views"=>"2", "html_views"=>"292"}
  • {"month"=>"10", "year"=>"2014", "pdf_views"=>"89", "xml_views"=>"3", "html_views"=>"299"}
  • {"month"=>"11", "year"=>"2014", "pdf_views"=>"74", "xml_views"=>"2", "html_views"=>"287"}
  • {"month"=>"12", "year"=>"2014", "pdf_views"=>"60", "xml_views"=>"2", "html_views"=>"214"}
  • {"month"=>"1", "year"=>"2015", "pdf_views"=>"78", "xml_views"=>"2", "html_views"=>"218"}
  • {"month"=>"2", "year"=>"2015", "pdf_views"=>"85", "xml_views"=>"0", "html_views"=>"243"}
  • {"month"=>"3", "year"=>"2015", "pdf_views"=>"88", "xml_views"=>"0", "html_views"=>"330"}
  • {"month"=>"4", "year"=>"2015", "pdf_views"=>"73", "xml_views"=>"1", "html_views"=>"224"}
  • {"month"=>"5", "year"=>"2015", "pdf_views"=>"77", "xml_views"=>"0", "html_views"=>"215"}
  • {"month"=>"6", "year"=>"2015", "pdf_views"=>"90", "xml_views"=>"0", "html_views"=>"270"}
  • {"month"=>"7", "year"=>"2015", "pdf_views"=>"75", "xml_views"=>"0", "html_views"=>"206"}
  • {"month"=>"8", "year"=>"2015", "pdf_views"=>"91", "xml_views"=>"1", "html_views"=>"237"}
  • {"month"=>"9", "year"=>"2015", "pdf_views"=>"77", "xml_views"=>"0", "html_views"=>"279"}
  • {"month"=>"10", "year"=>"2015", "pdf_views"=>"74", "xml_views"=>"0", "html_views"=>"264"}
  • {"month"=>"11", "year"=>"2015", "pdf_views"=>"70", "xml_views"=>"0", "html_views"=>"280"}
  • {"month"=>"12", "year"=>"2015", "pdf_views"=>"57", "xml_views"=>"0", "html_views"=>"242"}
  • {"month"=>"1", "year"=>"2016", "pdf_views"=>"93", "xml_views"=>"0", "html_views"=>"281"}
  • {"month"=>"2", "year"=>"2016", "pdf_views"=>"30", "xml_views"=>"0", "html_views"=>"272"}
  • {"month"=>"3", "year"=>"2016", "pdf_views"=>"91", "xml_views"=>"0", "html_views"=>"281"}
  • {"month"=>"4", "year"=>"2016", "pdf_views"=>"113", "xml_views"=>"0", "html_views"=>"308"}
  • {"month"=>"5", "year"=>"2016", "pdf_views"=>"111", "xml_views"=>"0", "html_views"=>"283"}
  • {"month"=>"6", "year"=>"2016", "pdf_views"=>"75", "xml_views"=>"0", "html_views"=>"223"}
  • {"month"=>"7", "year"=>"2016", "pdf_views"=>"73", "xml_views"=>"0", "html_views"=>"238"}
  • {"month"=>"8", "year"=>"2016", "pdf_views"=>"61", "xml_views"=>"0", "html_views"=>"212"}
  • {"month"=>"9", "year"=>"2016", "pdf_views"=>"87", "xml_views"=>"0", "html_views"=>"256"}
  • {"month"=>"10", "year"=>"2016", "pdf_views"=>"117", "xml_views"=>"0", "html_views"=>"246"}
  • {"month"=>"11", "year"=>"2016", "pdf_views"=>"48", "xml_views"=>"0", "html_views"=>"302"}
  • {"month"=>"12", "year"=>"2016", "pdf_views"=>"107", "xml_views"=>"0", "html_views"=>"236"}
  • {"month"=>"1", "year"=>"2017", "pdf_views"=>"117", "xml_views"=>"3", "html_views"=>"310"}
  • {"month"=>"2", "year"=>"2017", "pdf_views"=>"109", "xml_views"=>"2", "html_views"=>"423"}
  • {"month"=>"3", "year"=>"2017", "pdf_views"=>"141", "xml_views"=>"6", "html_views"=>"476"}
  • {"month"=>"4", "year"=>"2017", "pdf_views"=>"82", "xml_views"=>"3", "html_views"=>"353"}
  • {"month"=>"5", "year"=>"2017", "pdf_views"=>"168", "xml_views"=>"7", "html_views"=>"409"}
  • {"month"=>"6", "year"=>"2017", "pdf_views"=>"105", "xml_views"=>"2", "html_views"=>"319"}
  • {"month"=>"7", "year"=>"2017", "pdf_views"=>"99", "xml_views"=>"0", "html_views"=>"284"}
  • {"month"=>"8", "year"=>"2017", "pdf_views"=>"81", "xml_views"=>"2", "html_views"=>"260"}
  • {"month"=>"9", "year"=>"2017", "pdf_views"=>"146", "xml_views"=>"1", "html_views"=>"275"}
  • {"month"=>"10", "year"=>"2017", "pdf_views"=>"84", "xml_views"=>"3", "html_views"=>"309"}
  • {"month"=>"11", "year"=>"2017", "pdf_views"=>"119", "xml_views"=>"4", "html_views"=>"372"}
  • {"month"=>"12", "year"=>"2017", "pdf_views"=>"65", "xml_views"=>"4", "html_views"=>"238"}
  • {"month"=>"1", "year"=>"2018", "pdf_views"=>"118", "xml_views"=>"2", "html_views"=>"232"}
  • {"month"=>"2", "year"=>"2018", "pdf_views"=>"123", "xml_views"=>"2", "html_views"=>"189"}
  • {"month"=>"3", "year"=>"2018", "pdf_views"=>"130", "xml_views"=>"4", "html_views"=>"237"}
  • {"month"=>"4", "year"=>"2018", "pdf_views"=>"131", "xml_views"=>"2", "html_views"=>"243"}
  • {"month"=>"5", "year"=>"2018", "pdf_views"=>"107", "xml_views"=>"3", "html_views"=>"213"}
  • {"month"=>"6", "year"=>"2018", "pdf_views"=>"111", "xml_views"=>"1", "html_views"=>"194"}
  • {"month"=>"7", "year"=>"2018", "pdf_views"=>"95", "xml_views"=>"3", "html_views"=>"187"}
  • {"month"=>"8", "year"=>"2018", "pdf_views"=>"96", "xml_views"=>"4", "html_views"=>"199"}
  • {"month"=>"9", "year"=>"2018", "pdf_views"=>"82", "xml_views"=>"0", "html_views"=>"153"}
  • {"month"=>"10", "year"=>"2018", "pdf_views"=>"116", "xml_views"=>"4", "html_views"=>"233"}
  • {"month"=>"11", "year"=>"2018", "pdf_views"=>"149", "xml_views"=>"3", "html_views"=>"243"}
  • {"month"=>"12", "year"=>"2018", "pdf_views"=>"102", "xml_views"=>"2", "html_views"=>"158"}
  • {"month"=>"1", "year"=>"2019", "pdf_views"=>"100", "xml_views"=>"1", "html_views"=>"178"}
  • {"month"=>"2", "year"=>"2019", "pdf_views"=>"123", "xml_views"=>"1", "html_views"=>"153"}
  • {"month"=>"3", "year"=>"2019", "pdf_views"=>"111", "xml_views"=>"1", "html_views"=>"205"}
  • {"month"=>"4", "year"=>"2019", "pdf_views"=>"117", "xml_views"=>"4", "html_views"=>"143"}
  • {"month"=>"5", "year"=>"2019", "pdf_views"=>"131", "xml_views"=>"1", "html_views"=>"163"}
  • {"month"=>"6", "year"=>"2019", "pdf_views"=>"101", "xml_views"=>"0", "html_views"=>"157"}
  • {"month"=>"7", "year"=>"2019", "pdf_views"=>"130", "xml_views"=>"1", "html_views"=>"153"}
  • {"month"=>"8", "year"=>"2019", "pdf_views"=>"140", "xml_views"=>"4", "html_views"=>"166"}
  • {"month"=>"9", "year"=>"2019", "pdf_views"=>"91", "xml_views"=>"2", "html_views"=>"170"}
  • {"month"=>"10", "year"=>"2019", "pdf_views"=>"138", "xml_views"=>"0", "html_views"=>"206"}
  • {"month"=>"11", "year"=>"2019", "pdf_views"=>"143", "xml_views"=>"0", "html_views"=>"202"}
  • {"month"=>"12", "year"=>"2019", "pdf_views"=>"107", "xml_views"=>"4", "html_views"=>"156"}
  • {"month"=>"1", "year"=>"2020", "pdf_views"=>"155", "xml_views"=>"2", "html_views"=>"151"}
  • {"month"=>"2", "year"=>"2020", "pdf_views"=>"178", "xml_views"=>"1", "html_views"=>"77"}
  • {"month"=>"3", "year"=>"2020", "pdf_views"=>"192", "xml_views"=>"0", "html_views"=>"104"}
  • {"month"=>"4", "year"=>"2020", "pdf_views"=>"235", "xml_views"=>"1", "html_views"=>"93"}
  • {"month"=>"5", "year"=>"2020", "pdf_views"=>"250", "xml_views"=>"1", "html_views"=>"78"}
  • {"month"=>"6", "year"=>"2020", "pdf_views"=>"154", "xml_views"=>"0", "html_views"=>"88"}
  • {"month"=>"7", "year"=>"2020", "pdf_views"=>"102", "xml_views"=>"3", "html_views"=>"132"}
  • {"month"=>"8", "year"=>"2020", "pdf_views"=>"108", "xml_views"=>"0", "html_views"=>"135"}
  • {"month"=>"9", "year"=>"2020", "pdf_views"=>"139", "xml_views"=>"3", "html_views"=>"148"}

Figshare

  • {"files"=>["https://ndownloader.figshare.com/files/858633"], "description"=>"<p>(A) Consumer (open circles and crosses) and source (filled squares) isotope values from two data sets with different between-individual variability in the animal isotope measurements (standard deviation <i>σ</i> = 0.1 for open circles, compared with 0.5 for crosses). (B) Posterior density estimates of the proportions for both models. The true values of the proportions are shown in the vertical lines. In both cases, the true proportions are inside the 95% credibility intervals of the posterior distributions.</p>", "links"=>[], "tags"=>["simulated", "datasets", "corresponding", "estimating"], "article_id"=>529081, "categories"=>["Ecology"], "users"=>["Andrew C. Parnell", "Richard Inger", "Stuart Bearhop", "Andrew L. Jackson"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0009672.g001", "stats"=>{"downloads"=>2, "page_views"=>5, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Two_example_simulated_datasets_and_corresponding_model_performance_on_estimating_the_underlying_parameters_/529081", "title"=>"Two example simulated datasets and corresponding model performance on estimating the underlying parameters.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-02-21 02:15:05"}
  • {"files"=>["https://ndownloader.figshare.com/files/858714"], "description"=>"<p>The model performs well for all of the different scenarios considered. The figure shows the deterioration of model predictions as the number of sources is increased. Performance can be improved by increasing the number of isotopes used.</p>", "links"=>[], "tags"=>["1000", "simulated", "sets"], "article_id"=>529169, "categories"=>["Ecology"], "users"=>["Andrew C. Parnell", "Richard Inger", "Stuart Bearhop", "Andrew L. Jackson"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0009672.g002", "stats"=>{"downloads"=>2, "page_views"=>9, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Proportion_of_1000_simulated_data_sets_where_true_values_lie_inside_95_intervals_/529169", "title"=>"Proportion of 1000 simulated data sets where true values lie inside 95% intervals.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-02-21 02:15:37"}

PMC Usage Stats | Further Information

  • {"scanned-page-browse"=>"0", "month"=>"3", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"14", "unique-ip"=>"9", "pdf"=>"4", "year"=>"2010", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"4", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"6", "year"=>"2010", "pdf"=>"9", "unique-ip"=>"11", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"5", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"7", "unique-ip"=>"8", "pdf"=>"11", "year"=>"2010", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"6", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"7", "year"=>"2010", "pdf"=>"6", "unique-ip"=>"10", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"7", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"19", "unique-ip"=>"29", "pdf"=>"18", "year"=>"2010", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"8", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"17", "year"=>"2010", "pdf"=>"15", "unique-ip"=>"19", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"9", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"25", "unique-ip"=>"27", "pdf"=>"12", "year"=>"2010", "figure"=>"3", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"10", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"6", "year"=>"2010", "pdf"=>"4", "unique-ip"=>"6", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"11", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"4", "unique-ip"=>"12", "pdf"=>"12", "year"=>"2010", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"12", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"10", "year"=>"2010", "pdf"=>"5", "unique-ip"=>"12", "figure"=>"2", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"1", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"5", "unique-ip"=>"6", "pdf"=>"1", "year"=>"2011", "figure"=>"1", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"2", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"4", "year"=>"2011", "pdf"=>"9", "unique-ip"=>"9", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"3", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"9", "unique-ip"=>"15", "pdf"=>"8", "year"=>"2011", "figure"=>"3", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"4", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"2", "full-text"=>"7", "year"=>"2011", "pdf"=>"8", "unique-ip"=>"14", "figure"=>"1", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"5", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"3", "unique-ip"=>"8", "pdf"=>"7", "year"=>"2011", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"6", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"4", "year"=>"2011", "pdf"=>"4", "unique-ip"=>"6", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"7", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"2", "unique-ip"=>"7", "pdf"=>"7", "year"=>"2011", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"8", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"5", "year"=>"2011", "pdf"=>"3", "unique-ip"=>"5", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"9", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"3", "unique-ip"=>"4", "pdf"=>"3", "year"=>"2011", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"10", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"6", "year"=>"2011", "pdf"=>"8", "unique-ip"=>"6", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"11", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"10", "unique-ip"=>"11", "pdf"=>"6", "year"=>"2011", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"12", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"7", "year"=>"2011", "pdf"=>"3", "unique-ip"=>"6", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"1", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"6", "unique-ip"=>"7", "pdf"=>"8", "year"=>"2012", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"2", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"8", "year"=>"2012", "pdf"=>"7", "unique-ip"=>"12", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"3", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"3", "unique-ip"=>"5", "pdf"=>"2", "year"=>"2012", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"4", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"9", "year"=>"2012", "pdf"=>"6", "unique-ip"=>"10", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"5", "cited-by"=>"0", "abstract"=>"4", "full-text"=>"5", "unique-ip"=>"12", "pdf"=>"9", "year"=>"2012", "figure"=>"1", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"6", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"2", "year"=>"2012", "pdf"=>"1", "unique-ip"=>"2", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"unique-ip"=>"7", "full-text"=>"7", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"7"}
  • {"unique-ip"=>"2", "full-text"=>"1", "pdf"=>"2", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"8"}
  • {"unique-ip"=>"4", "full-text"=>"3", "pdf"=>"2", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"9"}
  • {"unique-ip"=>"6", "full-text"=>"4", "pdf"=>"2", "abstract"=>"3", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"10"}
  • {"unique-ip"=>"2", "full-text"=>"3", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"12"}
  • {"unique-ip"=>"8", "full-text"=>"4", "pdf"=>"5", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"1"}
  • {"unique-ip"=>"3", "full-text"=>"2", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"3"}
  • {"unique-ip"=>"6", "full-text"=>"6", "pdf"=>"4", "abstract"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"2"}
  • {"unique-ip"=>"6", "full-text"=>"3", "pdf"=>"4", "abstract"=>"4", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"4"}
  • {"unique-ip"=>"9", "full-text"=>"7", "pdf"=>"2", "abstract"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"11"}
  • {"unique-ip"=>"5", "full-text"=>"4", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"5"}
  • {"unique-ip"=>"8", "full-text"=>"9", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"6"}
  • {"unique-ip"=>"5", "full-text"=>"7", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"7"}
  • {"unique-ip"=>"1", "full-text"=>"1", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"8"}
  • {"unique-ip"=>"8", "full-text"=>"7", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"9"}
  • {"unique-ip"=>"7", "full-text"=>"8", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"10"}
  • {"unique-ip"=>"1", "full-text"=>"3", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"11"}
  • {"unique-ip"=>"7", "full-text"=>"7", "pdf"=>"2", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"12"}
  • {"unique-ip"=>"9", "full-text"=>"10", "pdf"=>"7", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"1"}
  • {"unique-ip"=>"7", "full-text"=>"7", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"2"}
  • {"unique-ip"=>"8", "full-text"=>"8", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"3"}
  • {"unique-ip"=>"8", "full-text"=>"7", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"5"}
  • {"unique-ip"=>"6", "full-text"=>"8", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"6"}
  • {"unique-ip"=>"9", "full-text"=>"12", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"4"}
  • {"unique-ip"=>"18", "full-text"=>"19", "pdf"=>"7", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"4"}
  • {"unique-ip"=>"13", "full-text"=>"14", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"5"}
  • {"unique-ip"=>"14", "full-text"=>"15", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"6"}
  • {"unique-ip"=>"22", "full-text"=>"21", "pdf"=>"7", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2015", "month"=>"7"}
  • {"unique-ip"=>"17", "full-text"=>"17", "pdf"=>"11", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"3"}
  • {"unique-ip"=>"17", "full-text"=>"19", "pdf"=>"10", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"2"}
  • {"unique-ip"=>"17", "full-text"=>"16", "pdf"=>"7", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2015", "month"=>"8"}
  • {"unique-ip"=>"17", "full-text"=>"21", "pdf"=>"7", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"9"}
  • {"unique-ip"=>"9", "full-text"=>"8", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"10"}
  • {"unique-ip"=>"11", "full-text"=>"10", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"7"}
  • {"unique-ip"=>"4", "full-text"=>"5", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"8"}
  • {"unique-ip"=>"16", "full-text"=>"13", "pdf"=>"9", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"9"}
  • {"unique-ip"=>"18", "full-text"=>"18", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"5", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2014", "month"=>"10"}
  • {"unique-ip"=>"13", "full-text"=>"13", "pdf"=>"8", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"1"}
  • {"unique-ip"=>"6", "full-text"=>"8", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"2"}
  • {"unique-ip"=>"14", "full-text"=>"13", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"11"}
  • {"unique-ip"=>"12", "full-text"=>"10", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"12"}
  • {"unique-ip"=>"8", "full-text"=>"7", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"1"}
  • {"unique-ip"=>"24", "full-text"=>"22", "pdf"=>"7", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"4", "year"=>"2015", "month"=>"11"}
  • {"unique-ip"=>"18", "full-text"=>"17", "pdf"=>"7", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"12"}
  • {"unique-ip"=>"16", "full-text"=>"16", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"3"}
  • {"unique-ip"=>"13", "full-text"=>"13", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"4"}
  • {"unique-ip"=>"14", "full-text"=>"10", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"5"}
  • {"unique-ip"=>"12", "full-text"=>"12", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"6"}
  • {"unique-ip"=>"13", "full-text"=>"15", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"7"}
  • {"unique-ip"=>"9", "full-text"=>"10", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"8"}
  • {"unique-ip"=>"14", "full-text"=>"14", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"9"}
  • {"unique-ip"=>"19", "full-text"=>"18", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"10"}
  • {"unique-ip"=>"14", "full-text"=>"15", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"11"}
  • {"unique-ip"=>"2", "full-text"=>"2", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"12"}
  • {"unique-ip"=>"17", "full-text"=>"16", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"1"}
  • {"unique-ip"=>"25", "full-text"=>"20", "pdf"=>"16", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"2"}
  • {"unique-ip"=>"15", "full-text"=>"14", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"3"}
  • {"unique-ip"=>"13", "full-text"=>"11", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"4"}
  • {"unique-ip"=>"19", "full-text"=>"15", "pdf"=>"8", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"5"}
  • {"unique-ip"=>"7", "full-text"=>"6", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"6"}
  • {"unique-ip"=>"13", "full-text"=>"11", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2017", "month"=>"7"}
  • {"unique-ip"=>"15", "full-text"=>"16", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"8"}
  • {"unique-ip"=>"26", "full-text"=>"23", "pdf"=>"10", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"9"}
  • {"unique-ip"=>"23", "full-text"=>"17", "pdf"=>"9", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"5", "year"=>"2017", "month"=>"10"}
  • {"unique-ip"=>"25", "full-text"=>"24", "pdf"=>"8", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"11"}
  • {"unique-ip"=>"16", "full-text"=>"13", "pdf"=>"9", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"12"}
  • {"unique-ip"=>"14", "full-text"=>"9", "pdf"=>"8", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"1"}
  • {"unique-ip"=>"2", "full-text"=>"1", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"2"}
  • {"unique-ip"=>"19", "full-text"=>"14", "pdf"=>"9", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"3"}
  • {"unique-ip"=>"13", "full-text"=>"10", "pdf"=>"4", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"1"}
  • {"unique-ip"=>"18", "full-text"=>"13", "pdf"=>"9", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"4"}
  • {"unique-ip"=>"31", "full-text"=>"29", "pdf"=>"8", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"5"}
  • {"unique-ip"=>"14", "full-text"=>"10", "pdf"=>"7", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"6"}
  • {"unique-ip"=>"12", "full-text"=>"13", "pdf"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2018", "month"=>"10"}
  • {"unique-ip"=>"13", "full-text"=>"11", "pdf"=>"6", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"7"}
  • {"unique-ip"=>"9", "full-text"=>"7", "pdf"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"8"}
  • {"unique-ip"=>"14", "full-text"=>"16", "pdf"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"12"}
  • {"unique-ip"=>"25", "full-text"=>"16", "pdf"=>"11", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"11"}
  • {"unique-ip"=>"15", "full-text"=>"14", "pdf"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"9"}
  • {"unique-ip"=>"14", "full-text"=>"9", "pdf"=>"8", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"2"}
  • {"unique-ip"=>"10", "full-text"=>"7", "pdf"=>"4", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"3"}
  • {"unique-ip"=>"13", "full-text"=>"8", "pdf"=>"6", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"4"}
  • {"unique-ip"=>"16", "full-text"=>"16", "pdf"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"5"}
  • {"unique-ip"=>"26", "full-text"=>"30", "pdf"=>"7", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"8"}
  • {"unique-ip"=>"16", "full-text"=>"12", "pdf"=>"6", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"9"}
  • {"unique-ip"=>"20", "full-text"=>"15", "pdf"=>"10", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"10"}
  • {"unique-ip"=>"30", "full-text"=>"13", "pdf"=>"21", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"12"}
  • {"unique-ip"=>"25", "full-text"=>"17", "pdf"=>"9", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2020", "month"=>"2"}
  • {"unique-ip"=>"18", "full-text"=>"16", "pdf"=>"10", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2020", "month"=>"3"}
  • {"unique-ip"=>"17", "full-text"=>"11", "pdf"=>"11", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2020", "month"=>"4"}
  • {"unique-ip"=>"14", "full-text"=>"10", "pdf"=>"7", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2020", "month"=>"5"}
  • {"unique-ip"=>"17", "full-text"=>"10", "pdf"=>"11", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2020", "month"=>"6"}
  • {"unique-ip"=>"25", "full-text"=>"13", "pdf"=>"12", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2020", "month"=>"7"}
  • {"unique-ip"=>"10", "full-text"=>"5", "pdf"=>"6", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2020", "month"=>"8"}

Relative Metric

{"start_date"=>"2010-01-01T00:00:00Z", "end_date"=>"2010-12-31T00:00:00Z", "subject_areas"=>[{"subject_area"=>"/Biology and life sciences/Ecology", "average_usage"=>[358, 626, 762, 908, 1035, 1133, 1223, 1313, 1384, 1462, 1555, 1611, 1662, 1743, 1819, 1887, 1965, 2048, 2097, 2180, 2259, 2324, 2412, 2490, 2568, 2666, 2731, 2783, 2847, 2903, 2966, 3058, 3128, 3222, 3284, 3353, 3419, 3484, 3587, 3677, 3708, 3747, 3804, 3870, 3990, 4082, 4169, 4260, 4330]}, {"subject_area"=>"/Ecology and environmental sciences", "average_usage"=>[348, 600, 749, 874, 993, 1076, 1154, 1246, 1337, 1402, 1474, 1554, 1610, 1673, 1727, 1785, 1851, 1933, 2007, 2072, 2138, 2188, 2282, 2353, 2420, 2476, 2546, 2613, 2700, 2783, 2869, 2936, 3010, 3090, 3174, 3242, 3304, 3406, 3510, 3574, 3632, 3708, 3790, 3854, 3938, 4032, 4123, 4206, 4291]}, {"subject_area"=>"/Ecology and environmental sciences/Ecology", "average_usage"=>[397, 650, 822, 965, 1102, 1214, 1306, 1401, 1487, 1554, 1653, 1713, 1779, 1862, 1924, 1989, 2053, 2157, 2220, 2286, 2362, 2440, 2495, 2580, 2673, 2793, 2882, 2973, 3032, 3137, 3189, 3284, 3360, 3465, 3523, 3578, 3648, 3714, 3794, 3886, 3958, 4011, 4106, 4169, 4227, 4317, 4410, 4489, 4570]}, {"subject_area"=>"/Medicine and health sciences", "average_usage"=>[277, 558, 715, 845, 963, 1070, 1166, 1258, 1336, 1410, 1485, 1561, 1638, 1707, 1767, 1834, 1896, 1960, 2030, 2096, 2165, 2229, 2300, 2368, 2425, 2489, 2553, 2617, 2679, 2743, 2814, 2873, 2941, 2995, 3050, 3111, 3169, 3235, 3300, 3363, 3428, 3487, 3548, 3605, 3670, 3726, 3785, 3844]}, {"subject_area"=>"/Medicine and health sciences/Nutrition", "average_usage"=>[319, 609, 799, 941, 1085, 1205, 1316, 1426, 1517, 1615, 1714, 1790, 1859, 1949, 2060, 2153, 2229, 2333, 2423, 2525, 2610, 2698, 2790, 2871, 2956, 3008, 3085, 3153, 3221, 3294, 3410, 3505, 3612, 3682, 3731, 3790, 3865, 3961, 4035, 4101, 4160, 4229, 4283, 4344, 4402, 4459, 4510, 4573, 4677]}, {"subject_area"=>"/Physical sciences", "average_usage"=>[286, 543, 687, 806, 915, 1004, 1092, 1169, 1234, 1309, 1372, 1435, 1502, 1563, 1627, 1685, 1747, 1796, 1859, 1921, 1977, 2032, 2093, 2157, 2210, 2278, 2333, 2406, 2463, 2535, 2590, 2642, 2692, 2753, 2813, 2872, 2941, 2989, 3040, 3080, 3151, 3218, 3269, 3323, 3375, 3437, 3500, 3550, 3604]}, {"subject_area"=>"/Physical sciences/Mathematics", "average_usage"=>[314, 590, 728, 851, 953, 1050, 1127, 1206, 1276, 1336, 1390, 1451, 1504, 1569, 1619, 1674, 1732, 1792, 1851, 1900, 1959, 2004, 2076, 2126, 2182, 2239, 2292, 2353, 2427, 2522, 2595, 2676, 2735, 2785, 2836, 2893, 2943, 2993, 3041, 3097, 3160, 3214, 3251, 3299, 3357, 3428, 3482, 3515, 3555]}]}
Loading … Spinner
There are currently no alerts