Estimating Niche Width Using Stable Isotopes in the Face of Habitat Variability: A Modelling Case Study in the Marine Environment
Events
Loading … Spinner

Mendeley | Further Information

{"title"=>"Estimating Niche width using stable isotopes in the face of habitat variability: A modelling case study in the marine environment", "type"=>"journal", "authors"=>[{"first_name"=>"David O.", "last_name"=>"Cummings", "scopus_author_id"=>"36674491700"}, {"first_name"=>"Jerome", "last_name"=>"Buhl", "scopus_author_id"=>"8411477800"}, {"first_name"=>"Raymond W.", "last_name"=>"Lee", "scopus_author_id"=>"7408202218"}, {"first_name"=>"Stephen J.", "last_name"=>"Simpson", "scopus_author_id"=>"24339260900"}, {"first_name"=>"Sebastian P.", "last_name"=>"Holmes", "scopus_author_id"=>"7203030705"}], "year"=>2012, "source"=>"PLoS ONE", "identifiers"=>{"scopus"=>"2-s2.0-84864458261", "sgr"=>"84864458261", "issn"=>"19326203", "doi"=>"10.1371/journal.pone.0040539", "pmid"=>"22876280", "isbn"=>"1932-6203 (Electronic)\\r1932-6203 (Linking)", "pui"=>"365352180"}, "id"=>"d97c3280-13bd-3413-8940-9a237dc94db8", "abstract"=>"Distributions of stable isotopes have been used to infer an organism's trophic niche width, the 'isotopic niche', and examine resource partitioning. Spatial variation in the isotopic composition of prey may however confound the interpretation of isotopic signatures especially when foragers exploit resources across numerous locations. In this study the isotopic compositions from marine assemblages are modelled to determine the role of variation in the signature of prey items and the effect of dietary breadth and foraging strategies on predator signatures. Outputs from the models reveal that isotopic niche widths can be greater for populations of dietary specialists rather than for generalists, which contravenes what is generally accepted in the literature. When a range of different mixing models are applied to determine if the conversion from δ to p-space can be used to improve model accuracy, predator signature variation is increased rather than model precision. Furthermore the mixing models applied failed to correctly identify dietary specialists and/or to accurately estimate diet contributions that may identify resource partitioning. The results presented illustrate the need to collect sufficiently large sample sizes, in excess of what is collected under most current studies, across the complete distribution of a species and its prey, before attempts to use stable isotopes to make inferences about niche width can be made.", "link"=>"http://www.mendeley.com/research/estimating-niche-width-using-stable-isotopes-face-habitat-variability-modelling-case-study-marine-en", "reader_count"=>115, "reader_count_by_academic_status"=>{"Unspecified"=>2, "Professor > Associate Professor"=>5, "Researcher"=>22, "Student > Doctoral Student"=>7, "Student > Ph. D. Student"=>33, "Student > Postgraduate"=>5, "Student > Master"=>26, "Other"=>2, "Student > Bachelor"=>8, "Lecturer"=>1, "Lecturer > Senior Lecturer"=>2, "Professor"=>2}, "reader_count_by_user_role"=>{"Unspecified"=>2, "Professor > Associate Professor"=>5, "Researcher"=>22, "Student > Doctoral Student"=>7, "Student > Ph. D. Student"=>33, "Student > Postgraduate"=>5, "Student > Master"=>26, "Other"=>2, "Student > Bachelor"=>8, "Lecturer"=>1, "Lecturer > Senior Lecturer"=>2, "Professor"=>2}, "reader_count_by_subject_area"=>{"Unspecified"=>7, "Environmental Science"=>13, "Agricultural and Biological Sciences"=>87, "Medicine and Dentistry"=>1, "Arts and Humanities"=>1, "Chemistry"=>1, "Earth and Planetary Sciences"=>5}, "reader_count_by_subdiscipline"=>{"Medicine and Dentistry"=>{"Medicine and Dentistry"=>1}, "Chemistry"=>{"Chemistry"=>1}, "Earth and Planetary Sciences"=>{"Earth and Planetary Sciences"=>5}, "Agricultural and Biological Sciences"=>{"Agricultural and Biological Sciences"=>87}, "Unspecified"=>{"Unspecified"=>7}, "Environmental Science"=>{"Environmental Science"=>13}, "Arts and Humanities"=>{"Arts and Humanities"=>1}}, "reader_count_by_country"=>{"Republic of Singapore"=>1, "Belgium"=>3, "United States"=>4, "Namibia"=>1, "Brazil"=>1, "South Africa"=>2, "Mexico"=>1, "France"=>1, "Portugal"=>1, "Spain"=>1}, "group_count"=>3}

Scopus | Further Information

{"@_fa"=>"true", "link"=>[{"@_fa"=>"true", "@ref"=>"self", "@href"=>"https://api.elsevier.com/content/abstract/scopus_id/84864458261"}, {"@_fa"=>"true", "@ref"=>"author-affiliation", "@href"=>"https://api.elsevier.com/content/abstract/scopus_id/84864458261?field=author,affiliation"}, {"@_fa"=>"true", "@ref"=>"scopus", "@href"=>"https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84864458261&origin=inward"}, {"@_fa"=>"true", "@ref"=>"scopus-citedby", "@href"=>"https://www.scopus.com/inward/citedby.uri?partnerID=HzOxMe3b&scp=84864458261&origin=inward"}], "prism:url"=>"https://api.elsevier.com/content/abstract/scopus_id/84864458261", "dc:identifier"=>"SCOPUS_ID:84864458261", "eid"=>"2-s2.0-84864458261", "dc:title"=>"Estimating Niche width using stable isotopes in the face of habitat variability: A modelling case study in the marine environment", "dc:creator"=>"Cummings D.O.", "prism:publicationName"=>"PLoS ONE", "prism:eIssn"=>"19326203", "prism:volume"=>"7", "prism:issueIdentifier"=>"8", "prism:pageRange"=>nil, "prism:coverDate"=>"2012-08-02", "prism:coverDisplayDate"=>"2 August 2012", "prism:doi"=>"10.1371/journal.pone.0040539", "citedby-count"=>"23", "affiliation"=>[{"@_fa"=>"true", "affilname"=>"The University of Sydney", "affiliation-city"=>"Sydney", "affiliation-country"=>"Australia"}, {"@_fa"=>"true", "affilname"=>"Cardno (NSW/ACT) Pty Ltd", "affiliation-city"=>"Sydney", "affiliation-country"=>"Australia"}], "pubmed-id"=>"22876280", "prism:aggregationType"=>"Journal", "subtype"=>"ar", "subtypeDescription"=>"Article", "article-number"=>"e40539", "source-id"=>"10600153309", "openaccess"=>"1", "openaccessFlag"=>true}

Facebook

  • {"url"=>"http%3A%2F%2Fjournals.plos.org%2Fplosone%2Farticle%3Fid%3D10.1371%252Fjournal.pone.0040539", "share_count"=>0, "like_count"=>0, "comment_count"=>0, "click_count"=>0, "total_count"=>0}

Counter

  • {"month"=>"8", "year"=>"2012", "pdf_views"=>"57", "xml_views"=>"6", "html_views"=>"265"}
  • {"month"=>"9", "year"=>"2012", "pdf_views"=>"23", "xml_views"=>"0", "html_views"=>"91"}
  • {"month"=>"10", "year"=>"2012", "pdf_views"=>"38", "xml_views"=>"0", "html_views"=>"100"}
  • {"month"=>"11", "year"=>"2012", "pdf_views"=>"25", "xml_views"=>"1", "html_views"=>"92"}
  • {"month"=>"12", "year"=>"2012", "pdf_views"=>"14", "xml_views"=>"0", "html_views"=>"44"}
  • {"month"=>"1", "year"=>"2013", "pdf_views"=>"16", "xml_views"=>"0", "html_views"=>"105"}
  • {"month"=>"2", "year"=>"2013", "pdf_views"=>"17", "xml_views"=>"1", "html_views"=>"52"}
  • {"month"=>"3", "year"=>"2013", "pdf_views"=>"13", "xml_views"=>"0", "html_views"=>"48"}
  • {"month"=>"4", "year"=>"2013", "pdf_views"=>"20", "xml_views"=>"1", "html_views"=>"68"}
  • {"month"=>"5", "year"=>"2013", "pdf_views"=>"23", "xml_views"=>"1", "html_views"=>"78"}
  • {"month"=>"6", "year"=>"2013", "pdf_views"=>"7", "xml_views"=>"0", "html_views"=>"47"}
  • {"month"=>"7", "year"=>"2013", "pdf_views"=>"14", "xml_views"=>"0", "html_views"=>"48"}
  • {"month"=>"8", "year"=>"2013", "pdf_views"=>"13", "xml_views"=>"0", "html_views"=>"41"}
  • {"month"=>"9", "year"=>"2013", "pdf_views"=>"13", "xml_views"=>"0", "html_views"=>"42"}
  • {"month"=>"10", "year"=>"2013", "pdf_views"=>"12", "xml_views"=>"3", "html_views"=>"52"}
  • {"month"=>"11", "year"=>"2013", "pdf_views"=>"9", "xml_views"=>"1", "html_views"=>"35"}
  • {"month"=>"12", "year"=>"2013", "pdf_views"=>"9", "xml_views"=>"0", "html_views"=>"45"}
  • {"month"=>"1", "year"=>"2014", "pdf_views"=>"8", "xml_views"=>"1", "html_views"=>"39"}
  • {"month"=>"2", "year"=>"2014", "pdf_views"=>"9", "xml_views"=>"0", "html_views"=>"38"}
  • {"month"=>"3", "year"=>"2014", "pdf_views"=>"7", "xml_views"=>"3", "html_views"=>"42"}
  • {"month"=>"4", "year"=>"2014", "pdf_views"=>"12", "xml_views"=>"1", "html_views"=>"47"}
  • {"month"=>"5", "year"=>"2014", "pdf_views"=>"19", "xml_views"=>"0", "html_views"=>"76"}
  • {"month"=>"6", "year"=>"2014", "pdf_views"=>"6", "xml_views"=>"0", "html_views"=>"32"}
  • {"month"=>"7", "year"=>"2014", "pdf_views"=>"7", "xml_views"=>"0", "html_views"=>"47"}
  • {"month"=>"8", "year"=>"2014", "pdf_views"=>"9", "xml_views"=>"2", "html_views"=>"28"}
  • {"month"=>"9", "year"=>"2014", "pdf_views"=>"12", "xml_views"=>"1", "html_views"=>"42"}
  • {"month"=>"10", "year"=>"2014", "pdf_views"=>"7", "xml_views"=>"3", "html_views"=>"52"}
  • {"month"=>"11", "year"=>"2014", "pdf_views"=>"8", "xml_views"=>"2", "html_views"=>"42"}
  • {"month"=>"12", "year"=>"2014", "pdf_views"=>"2", "xml_views"=>"1", "html_views"=>"30"}
  • {"month"=>"1", "year"=>"2015", "pdf_views"=>"11", "xml_views"=>"0", "html_views"=>"41"}
  • {"month"=>"2", "year"=>"2015", "pdf_views"=>"4", "xml_views"=>"0", "html_views"=>"27"}
  • {"month"=>"3", "year"=>"2015", "pdf_views"=>"8", "xml_views"=>"0", "html_views"=>"54"}
  • {"month"=>"4", "year"=>"2015", "pdf_views"=>"7", "xml_views"=>"0", "html_views"=>"56"}
  • {"month"=>"5", "year"=>"2015", "pdf_views"=>"9", "xml_views"=>"1", "html_views"=>"33"}
  • {"month"=>"6", "year"=>"2015", "pdf_views"=>"7", "xml_views"=>"0", "html_views"=>"37"}
  • {"month"=>"7", "year"=>"2015", "pdf_views"=>"10", "xml_views"=>"0", "html_views"=>"42"}
  • {"month"=>"8", "year"=>"2015", "pdf_views"=>"12", "xml_views"=>"1", "html_views"=>"48"}
  • {"month"=>"9", "year"=>"2015", "pdf_views"=>"2", "xml_views"=>"0", "html_views"=>"31"}
  • {"month"=>"10", "year"=>"2015", "pdf_views"=>"8", "xml_views"=>"0", "html_views"=>"37"}
  • {"month"=>"11", "year"=>"2015", "pdf_views"=>"4", "xml_views"=>"0", "html_views"=>"43"}
  • {"month"=>"12", "year"=>"2015", "pdf_views"=>"10", "xml_views"=>"0", "html_views"=>"52"}
  • {"month"=>"1", "year"=>"2016", "pdf_views"=>"9", "xml_views"=>"0", "html_views"=>"47"}
  • {"month"=>"2", "year"=>"2016", "pdf_views"=>"2", "xml_views"=>"0", "html_views"=>"32"}
  • {"month"=>"3", "year"=>"2016", "pdf_views"=>"4", "xml_views"=>"0", "html_views"=>"41"}
  • {"month"=>"4", "year"=>"2016", "pdf_views"=>"10", "xml_views"=>"0", "html_views"=>"37"}
  • {"month"=>"5", "year"=>"2016", "pdf_views"=>"12", "xml_views"=>"0", "html_views"=>"29"}
  • {"month"=>"6", "year"=>"2016", "pdf_views"=>"10", "xml_views"=>"0", "html_views"=>"24"}
  • {"month"=>"7", "year"=>"2016", "pdf_views"=>"5", "xml_views"=>"0", "html_views"=>"23"}
  • {"month"=>"8", "year"=>"2016", "pdf_views"=>"8", "xml_views"=>"0", "html_views"=>"28"}
  • {"month"=>"9", "year"=>"2016", "pdf_views"=>"12", "xml_views"=>"0", "html_views"=>"36"}
  • {"month"=>"10", "year"=>"2016", "pdf_views"=>"8", "xml_views"=>"0", "html_views"=>"31"}
  • {"month"=>"11", "year"=>"2016", "pdf_views"=>"3", "xml_views"=>"0", "html_views"=>"37"}
  • {"month"=>"12", "year"=>"2016", "pdf_views"=>"14", "xml_views"=>"0", "html_views"=>"28"}
  • {"month"=>"1", "year"=>"2017", "pdf_views"=>"5", "xml_views"=>"1", "html_views"=>"34"}
  • {"month"=>"2", "year"=>"2017", "pdf_views"=>"8", "xml_views"=>"1", "html_views"=>"40"}
  • {"month"=>"3", "year"=>"2017", "pdf_views"=>"9", "xml_views"=>"1", "html_views"=>"41"}
  • {"month"=>"4", "year"=>"2017", "pdf_views"=>"12", "xml_views"=>"0", "html_views"=>"29"}
  • {"month"=>"5", "year"=>"2017", "pdf_views"=>"10", "xml_views"=>"0", "html_views"=>"30"}
  • {"month"=>"6", "year"=>"2017", "pdf_views"=>"6", "xml_views"=>"0", "html_views"=>"34"}
  • {"month"=>"7", "year"=>"2017", "pdf_views"=>"15", "xml_views"=>"0", "html_views"=>"22"}
  • {"month"=>"8", "year"=>"2017", "pdf_views"=>"7", "xml_views"=>"1", "html_views"=>"26"}
  • {"month"=>"9", "year"=>"2017", "pdf_views"=>"13", "xml_views"=>"0", "html_views"=>"22"}
  • {"month"=>"10", "year"=>"2017", "pdf_views"=>"3", "xml_views"=>"1", "html_views"=>"23"}
  • {"month"=>"11", "year"=>"2017", "pdf_views"=>"5", "xml_views"=>"0", "html_views"=>"49"}
  • {"month"=>"12", "year"=>"2017", "pdf_views"=>"5", "xml_views"=>"2", "html_views"=>"22"}
  • {"month"=>"1", "year"=>"2018", "pdf_views"=>"12", "xml_views"=>"0", "html_views"=>"23"}
  • {"month"=>"2", "year"=>"2018", "pdf_views"=>"10", "xml_views"=>"0", "html_views"=>"20"}
  • {"month"=>"3", "year"=>"2018", "pdf_views"=>"8", "xml_views"=>"0", "html_views"=>"15"}
  • {"month"=>"4", "year"=>"2018", "pdf_views"=>"8", "xml_views"=>"1", "html_views"=>"21"}
  • {"month"=>"5", "year"=>"2018", "pdf_views"=>"7", "xml_views"=>"0", "html_views"=>"16"}
  • {"month"=>"6", "year"=>"2018", "pdf_views"=>"3", "xml_views"=>"1", "html_views"=>"7"}
  • {"month"=>"7", "year"=>"2018", "pdf_views"=>"2", "xml_views"=>"3", "html_views"=>"10"}
  • {"month"=>"8", "year"=>"2018", "pdf_views"=>"9", "xml_views"=>"1", "html_views"=>"14"}
  • {"month"=>"9", "year"=>"2018", "pdf_views"=>"6", "xml_views"=>"0", "html_views"=>"4"}
  • {"month"=>"10", "year"=>"2018", "pdf_views"=>"3", "xml_views"=>"1", "html_views"=>"5"}
  • {"month"=>"11", "year"=>"2018", "pdf_views"=>"4", "xml_views"=>"0", "html_views"=>"10"}
  • {"month"=>"12", "year"=>"2018", "pdf_views"=>"0", "xml_views"=>"0", "html_views"=>"3"}
  • {"month"=>"1", "year"=>"2019", "pdf_views"=>"16", "xml_views"=>"0", "html_views"=>"13"}
  • {"month"=>"2", "year"=>"2019", "pdf_views"=>"5", "xml_views"=>"0", "html_views"=>"3"}
  • {"month"=>"3", "year"=>"2019", "pdf_views"=>"12", "xml_views"=>"0", "html_views"=>"11"}
  • {"month"=>"4", "year"=>"2019", "pdf_views"=>"6", "xml_views"=>"0", "html_views"=>"5"}
  • {"month"=>"5", "year"=>"2019", "pdf_views"=>"16", "xml_views"=>"0", "html_views"=>"13"}
  • {"month"=>"6", "year"=>"2019", "pdf_views"=>"3", "xml_views"=>"0", "html_views"=>"5"}
  • {"month"=>"7", "year"=>"2019", "pdf_views"=>"9", "xml_views"=>"0", "html_views"=>"10"}
  • {"month"=>"8", "year"=>"2019", "pdf_views"=>"21", "xml_views"=>"0", "html_views"=>"18"}
  • {"month"=>"9", "year"=>"2019", "pdf_views"=>"5", "xml_views"=>"0", "html_views"=>"3"}
  • {"month"=>"10", "year"=>"2019", "pdf_views"=>"6", "xml_views"=>"0", "html_views"=>"13"}
  • {"month"=>"11", "year"=>"2019", "pdf_views"=>"8", "xml_views"=>"0", "html_views"=>"11"}
  • {"month"=>"12", "year"=>"2019", "pdf_views"=>"6", "xml_views"=>"0", "html_views"=>"7"}
  • {"month"=>"1", "year"=>"2020", "pdf_views"=>"10", "xml_views"=>"0", "html_views"=>"16"}
  • {"month"=>"2", "year"=>"2020", "pdf_views"=>"9", "xml_views"=>"1", "html_views"=>"10"}
  • {"month"=>"3", "year"=>"2020", "pdf_views"=>"10", "xml_views"=>"0", "html_views"=>"17"}
  • {"month"=>"4", "year"=>"2020", "pdf_views"=>"25", "xml_views"=>"0", "html_views"=>"25"}
  • {"month"=>"5", "year"=>"2020", "pdf_views"=>"8", "xml_views"=>"1", "html_views"=>"10"}
  • {"month"=>"6", "year"=>"2020", "pdf_views"=>"21", "xml_views"=>"0", "html_views"=>"10"}
  • {"month"=>"7", "year"=>"2020", "pdf_views"=>"4", "xml_views"=>"0", "html_views"=>"15"}
  • {"month"=>"8", "year"=>"2020", "pdf_views"=>"5", "xml_views"=>"0", "html_views"=>"13"}
  • {"month"=>"9", "year"=>"2020", "pdf_views"=>"10", "xml_views"=>"0", "html_views"=>"9"}
  • {"month"=>"10", "year"=>"2020", "pdf_views"=>"24", "xml_views"=>"1", "html_views"=>"19"}
  • {"month"=>"11", "year"=>"2020", "pdf_views"=>"10", "xml_views"=>"0", "html_views"=>"15"}
  • {"month"=>"12", "year"=>"2020", "pdf_views"=>"0", "xml_views"=>"0", "html_views"=>"1"}

Figshare

  • {"files"=>["https://ndownloader.figshare.com/files/313125", "https://ndownloader.figshare.com/files/313135", "https://ndownloader.figshare.com/files/313155", "https://ndownloader.figshare.com/files/313168"], "description"=>"<div><p>Distributions of stable isotopes have been used to infer an organism's trophic niche width, the ‘isotopic niche’, and examine resource partitioning. Spatial variation in the isotopic composition of prey may however confound the interpretation of isotopic signatures especially when foragers exploit resources across numerous locations. In this study the isotopic compositions from marine assemblages are modelled to determine the role of variation in the signature of prey items and the effect of dietary breadth and foraging strategies on predator signatures. Outputs from the models reveal that isotopic niche widths can be greater for populations of dietary specialists rather than for generalists, which contravenes what is generally accepted in the literature. When a range of different mixing models are applied to determine if the conversion from δ to p-space can be used to improve model accuracy, predator signature variation is increased rather than model precision. Furthermore the mixing models applied failed to correctly identify dietary specialists and/or to accurately estimate diet contributions that may identify resource partitioning. The results presented illustrate the need to collect sufficiently large sample sizes, in excess of what is collected under most current studies, across the complete distribution of a species and its prey, before attempts to use stable isotopes to make inferences about niche width can be made.</p> </div>", "links"=>[], "tags"=>["estimating", "niche", "width", "isotopes"], "article_id"=>121760, "categories"=>["Inorganic Chemistry"], "users"=>["David O. Cummings", "Jerome Buhl", "Raymond W. Lee", "Stephen J. Simpson", "Sebastian P. Holmes"], "doi"=>["https://dx.doi.org/10.1371/journal.pone.0040539.s001", "https://dx.doi.org/10.1371/journal.pone.0040539.s002", "https://dx.doi.org/10.1371/journal.pone.0040539.s003", "https://dx.doi.org/10.1371/journal.pone.0040539.s004"], "stats"=>{"downloads"=>4, "page_views"=>8, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/Estimating_Niche_Width_Using_Stable_Isotopes_in_the_Face_of_Habitat_Variability_A_Modelling_Case_Study_in_the_Marine_Environment/121760", "title"=>"Estimating Niche Width Using Stable Isotopes in the Face of Habitat Variability: A Modelling Case Study in the Marine Environment", "pos_in_sequence"=>0, "defined_type"=>4, "published_date"=>"2012-08-02 00:29:20"}
  • {"files"=>["https://ndownloader.figshare.com/files/596794"], "description"=>"<p>Individual histogram greyscale bars indicate the relative frequency for each class.</p>", "links"=>[], "tags"=>["histograms", "100", "000", "isotopic", "signatures", "modelled", "almaco", "jack", "dietary", "generalists", "specialists"], "article_id"=>267277, "categories"=>["Inorganic Chemistry"], "users"=>["David O. Cummings", "Jerome Buhl", "Raymond W. Lee", "Stephen J. Simpson", "Sebastian P. Holmes"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0040539.g001", "stats"=>{"downloads"=>0, "page_views"=>1, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_2D_histograms_showing_the_distribution_of_the_results_obtained_for_100_000_of_the_isotopic_signatures_from_the_modelled_Almaco_Jack_in_space_for_the_common_species_Part_1_for_dietary_generalists_and_habitat_specialists_D_g_H_s_and_dietary_specialists_and/267277", "title"=>"2D histograms showing the distribution of the results obtained for 100 000 of the isotopic signatures from the modelled Almaco Jack in δ-space for the common species (Part 1) for dietary generalists and habitat specialists (D<sub>g</sub>H<sub>s</sub>) and dietary specialists and habitat generalists (D<sub>s</sub>H<sub>g</sub>).", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2012-08-02 02:01:17"}
  • {"files"=>["https://ndownloader.figshare.com/files/597337"], "description"=>"<p>NS: no significant difference; asterisks indicate significant differences at *p<0.05, ** p<0.01 and *** p<0.001. A).</p>", "links"=>[], "tags"=>["hoc", "comparing", "variances", "models", "prey"], "article_id"=>267832, "categories"=>["Inorganic Chemistry"], "users"=>["David O. Cummings", "Jerome Buhl", "Raymond W. Lee", "Stephen J. Simpson", "Sebastian P. Holmes"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0040539.t004", "stats"=>{"downloads"=>0, "page_views"=>1, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Tukey_s_post_hoc_results_comparing_variances_between_models_using_the_four_common_prey_species_Part_1_for_13_C_and_948_15_N_/267832", "title"=>"Tukey's post hoc results comparing variances between models using the four common prey species (Part 1) for δ<sup>13</sup>C and δ<sup>15</sup>N.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2012-08-02 02:10:32"}
  • {"files"=>["https://ndownloader.figshare.com/files/597263"], "description"=>"<p>NS: no significant difference; asterisks indicate significant differences at *p<0.05, **p<0.01 and ***p<0.001.</p>", "links"=>[], "tags"=>["hoc", "comparing", "variances", "models", "prey", "assemblage"], "article_id"=>267756, "categories"=>["Inorganic Chemistry"], "users"=>["David O. Cummings", "Jerome Buhl", "Raymond W. Lee", "Stephen J. Simpson", "Sebastian P. Holmes"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0040539.t006", "stats"=>{"downloads"=>0, "page_views"=>2, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Tukey_s_post_hoc_results_comparing_variances_between_models_using_the_entire_prey_assemblage_Part_3_/267756", "title"=>"Tukey's post hoc results comparing variances between models using the entire prey assemblage (Part 3).", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2012-08-02 02:09:16"}
  • {"files"=>["https://ndownloader.figshare.com/files/597015"], "description"=>"<p>Models include those for dietary generalists and habitat generalists (D<sub>g</sub>H<sub>g</sub>), dietary specialists and habitat specialists (D<sub>s</sub>H<sub>s</sub>) (Part 2 only) and dietary generalists and habitat specialists (D<sub>g</sub>H<sub>s</sub>) (Part 3 only). Individual histogram greyscale bars indicate the relative frequency for each class.</p>", "links"=>[], "tags"=>["histograms", "100", "000", "isotopic", "signatures", "modelled", "almaco", "jack", "incorporating", "sites", "prey", "assemblages"], "article_id"=>267495, "categories"=>["Inorganic Chemistry"], "users"=>["David O. Cummings", "Jerome Buhl", "Raymond W. Lee", "Stephen J. Simpson", "Sebastian P. Holmes"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0040539.g003", "stats"=>{"downloads"=>0, "page_views"=>1, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_2D_histograms_showing_the_distribution_of_the_results_obtained_for_100_000_of_the_isotopic_signatures_from_the_modelled_Almaco_Jack_in_948_space_incorporating_distance_between_sites_for_the_common_prey_species_Part_2_and_the_entire_prey_assemblages_Part_/267495", "title"=>"2D histograms showing the distribution of the results obtained for 100 000 of the isotopic signatures from the modelled Almaco Jack in δ-space incorporating distance between sites for the common prey species (Part 2), and the entire prey assemblages (Part 3).", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2012-08-02 02:04:55"}
  • {"files"=>["https://ndownloader.figshare.com/files/597169"], "description"=>"<p>Global values were calculated from pooled site data. *Four common prey species.</p>", "links"=>[], "tags"=>["prey"], "article_id"=>267662, "categories"=>["Inorganic Chemistry"], "users"=>["David O. Cummings", "Jerome Buhl", "Raymond W. Lee", "Stephen J. Simpson", "Sebastian P. Holmes"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0040539.t002", "stats"=>{"downloads"=>1, "page_views"=>3, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Values_of_948_13C_and_948_15N_mean_and_standard_deviation_for_the_prey_species_collected_from_each_site_/267662", "title"=>"Values of δ13C and δ15N (mean and standard deviation) for the prey species collected from each site.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2012-08-02 02:07:42"}
  • {"files"=>["https://ndownloader.figshare.com/files/597137"], "description"=>"<p>Those models in bold elucidate mean values for each population based on diet (specialist vs. generalist) and habitat (Wellhead). Where a model consists of numerous variations (different specialisations) a ‘Pooled’ value is provided as an accumulative mean value for the model. Models for Part 1 used the four common prey species. Models for Part 2 used the common prey species and incorporating distance between sites. Models for Part 3 used the entire prey assemblage.</p>", "links"=>[], "tags"=>["variance", "models", "simulated", "almaco", "jack"], "article_id"=>267633, "categories"=>["Inorganic Chemistry"], "users"=>["David O. Cummings", "Jerome Buhl", "Raymond W. Lee", "Stephen J. Simpson", "Sebastian P. Holmes"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0040539.t003", "stats"=>{"downloads"=>2, "page_views"=>2, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Mean_and_variance_of_13_C_and_948_15_N_for_models_of_simulated_Almaco_Jack_populations_/267633", "title"=>"Mean and variance of δ<sup>13</sup>C and δ<sup>15</sup>N for models of simulated Almaco Jack populations.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2012-08-02 02:07:13"}
  • {"files"=>["https://ndownloader.figshare.com/files/597203"], "description"=>"<p>Depths (metres) and distance (kilometres) between the sites.</p>", "links"=>[], "tags"=>["marine and aquatic sciences"], "article_id"=>267696, "categories"=>["Inorganic Chemistry"], "users"=>["David O. Cummings", "Jerome Buhl", "Raymond W. Lee", "Stephen J. Simpson", "Sebastian P. Holmes"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0040539.t001", "stats"=>{"downloads"=>0, "page_views"=>1, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Depths_metres_and_distance_kilometres_between_the_sites_/267696", "title"=>"Depths (metres) and distance (kilometres) between the sites.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2012-08-02 02:08:16"}
  • {"files"=>["https://ndownloader.figshare.com/files/596912"], "description"=>"<p>Individual histogram greyscale bars indicate the relative frequency for each class.</p>", "links"=>[], "tags"=>["histograms", "100", "000", "isotopic", "signatures", "modelled", "almaco", "jack", "dietary", "generalists", "specialists", "prey"], "article_id"=>267389, "categories"=>["Inorganic Chemistry"], "users"=>["David O. Cummings", "Jerome Buhl", "Raymond W. Lee", "Stephen J. Simpson", "Sebastian P. Holmes"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0040539.g002", "stats"=>{"downloads"=>1, "page_views"=>2, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_2D_histograms_showing_the_distribution_of_the_results_obtained_for_100_000_of_the_isotopic_signatures_from_the_modelled_Almaco_Jack_in_space_for_the_common_species_Part_1_for_dietary_generalists_and_habitat_generalists_D_g_H_g_habitat_specialists_that_pr/267389", "title"=>"2D histograms showing the distribution of the results obtained for 100 000 of the isotopic signatures from the modelled Almaco Jack in δ-space for the common species (Part 1) for dietary generalists and habitat generalists (D<sub>g</sub>H<sub>g</sub>), habitat specialists that prey only on <i>Petrolisthes militaris</i> (D<sub>s</sub>H<sub>s</sub>) and habitat specialists that prey only on <i>Pilumnus scabriusculus</i> (D<sub>s</sub>H<sub>s</sub>).", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2012-08-02 02:03:09"}
  • {"files"=>["https://ndownloader.figshare.com/files/597300"], "description"=>"<p>NS: no significant difference; asterisks indicate significant differences at *p<0.05, **p<0.01 and ***p<0.001.</p>", "links"=>[], "tags"=>["hoc", "comparing", "variances", "models", "prey", "incorporating", "sites"], "article_id"=>267790, "categories"=>["Inorganic Chemistry"], "users"=>["David O. Cummings", "Jerome Buhl", "Raymond W. Lee", "Stephen J. Simpson", "Sebastian P. Holmes"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0040539.t005", "stats"=>{"downloads"=>0, "page_views"=>1, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Tukey_s_post_hoc_results_comparing_variances_between_models_using_the_common_prey_species_and_incorporating_distance_between_sites_Part_2_/267790", "title"=>"Tukey's post hoc results comparing variances between models using the common prey species and incorporating distance between sites (Part 2).", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2012-08-02 02:09:50"}
  • {"files"=>["https://ndownloader.figshare.com/files/597117"], "description"=>"<p>Comparison of variances in δ-space (for both δ<sup>13</sup>C and δ<sup>15</sup>N) with p-space (Shannon-Wiener information measure) for models using the common prey species (Part 1) and models using the common prey species and incorporated distance between sites (Part 2).</p>", "links"=>[], "tags"=>["variances", "p-space", "models", "prey", "incorporated", "sites"], "article_id"=>267608, "categories"=>["Inorganic Chemistry"], "users"=>["David O. Cummings", "Jerome Buhl", "Raymond W. Lee", "Stephen J. Simpson", "Sebastian P. Holmes"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0040539.t008", "stats"=>{"downloads"=>0, "page_views"=>2, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Comparison_of_variances_in_space_for_both_13_C_and_948_15_N_with_p_space_Shannon_Wiener_information_measure_for_models_using_the_common_prey_species_Part_1_and_models_using_the_common_prey_species_and_incorporated_distance_between_sites_Part_2_/267608", "title"=>"Comparison of variances in δ-space (for both δ<sup>13</sup>C and δ<sup>15</sup>N) with p-space (Shannon-Wiener information measure) for models using the common prey species (Part 1) and models using the common prey species and incorporated distance between sites (Part 2).", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2012-08-02 02:06:48"}
  • {"files"=>["https://ndownloader.figshare.com/files/597232"], "description"=>"<p>Includes mean proportion estimates, and Shannon-Wiener means and variances for all three models, elucidated in bold.</p>", "links"=>[], "tags"=>["estimates", "prey", "shannon-wiener", "means", "variances", "mixing", "models", "isosource"], "article_id"=>267716, "categories"=>["Inorganic Chemistry"], "users"=>["David O. Cummings", "Jerome Buhl", "Raymond W. Lee", "Stephen J. Simpson", "Sebastian P. Holmes"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0040539.t007", "stats"=>{"downloads"=>3, "page_views"=>8, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Comparison_of_source_proportion_estimates_for_each_of_the_common_prey_species_and_Shannon_Wiener_information_measure_H_means_and_variances_in_p_space_between_mixing_models_SISUS_IsoSource_and_MixSIR_for_Part_1_and_2_/267716", "title"=>"Comparison of source proportion estimates for each of the common prey species and Shannon-Wiener information measure (H) means and variances in p-space, between mixing models (SISUS, IsoSource and MixSIR) for Part 1 and 2.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2012-08-02 02:08:36"}

PMC Usage Stats | Further Information

  • {"unique-ip"=>"7", "full-text"=>"5", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"8"}
  • {"unique-ip"=>"16", "full-text"=>"18", "pdf"=>"9", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"9"}
  • {"unique-ip"=>"16", "full-text"=>"14", "pdf"=>"9", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"5", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2012", "month"=>"10"}
  • {"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"=>"2012", "month"=>"12"}
  • {"unique-ip"=>"7", "full-text"=>"7", "pdf"=>"0", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"1"}
  • {"unique-ip"=>"2", "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"=>"3"}
  • {"unique-ip"=>"5", "full-text"=>"3", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"2"}
  • {"unique-ip"=>"3", "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"=>"4"}
  • {"unique-ip"=>"17", "full-text"=>"15", "pdf"=>"12", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"11"}
  • {"unique-ip"=>"3", "full-text"=>"2", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"4", "cited-by"=>"0", "year"=>"2013", "month"=>"5"}
  • {"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"=>"6"}
  • {"unique-ip"=>"5", "full-text"=>"4", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"4", "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"=>"1", "full-text"=>"1", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"9"}
  • {"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"=>"2013", "month"=>"10"}
  • {"unique-ip"=>"14", "full-text"=>"18", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"11"}
  • {"unique-ip"=>"3", "full-text"=>"3", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"12"}
  • {"unique-ip"=>"1", "full-text"=>"1", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"2"}
  • {"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"=>"2014", "month"=>"3"}
  • {"unique-ip"=>"6", "full-text"=>"27", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"5"}
  • {"unique-ip"=>"7", "full-text"=>"18", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"6"}
  • {"unique-ip"=>"11", "full-text"=>"32", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"4"}
  • {"unique-ip"=>"10", "full-text"=>"10", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"4"}
  • {"unique-ip"=>"3", "full-text"=>"3", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"5"}
  • {"unique-ip"=>"3", "full-text"=>"3", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"6"}
  • {"unique-ip"=>"10", "full-text"=>"8", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"7"}
  • {"unique-ip"=>"6", "full-text"=>"5", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"3"}
  • {"unique-ip"=>"5", "full-text"=>"4", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"2"}
  • {"unique-ip"=>"4", "full-text"=>"4", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"8"}
  • {"unique-ip"=>"7", "full-text"=>"6", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"9"}
  • {"unique-ip"=>"3", "full-text"=>"3", "pdf"=>"0", "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"=>"19", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"7"}
  • {"unique-ip"=>"16", "full-text"=>"32", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2014", "month"=>"8"}
  • {"unique-ip"=>"8", "full-text"=>"13", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"9"}
  • {"unique-ip"=>"8", "full-text"=>"12", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"10"}
  • {"unique-ip"=>"3", "full-text"=>"1", "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"=>"15", "full-text"=>"17", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"11"}
  • {"unique-ip"=>"8", "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"=>"12"}
  • {"unique-ip"=>"3", "full-text"=>"4", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"1"}
  • {"unique-ip"=>"7", "full-text"=>"5", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2015", "month"=>"11"}
  • {"unique-ip"=>"1", "full-text"=>"1", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"12"}
  • {"unique-ip"=>"5", "full-text"=>"1", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"1"}
  • {"unique-ip"=>"1", "full-text"=>"1", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"3"}
  • {"unique-ip"=>"6", "full-text"=>"2", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"4"}
  • {"unique-ip"=>"3", "full-text"=>"3", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"5"}
  • {"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"=>"6"}
  • {"unique-ip"=>"1", "full-text"=>"1", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"7"}
  • {"unique-ip"=>"5", "full-text"=>"6", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"8"}
  • {"unique-ip"=>"8", "full-text"=>"4", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"9"}
  • {"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"=>"2016", "month"=>"10"}
  • {"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"=>"10", "full-text"=>"3", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"1"}
  • {"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"=>"2017", "month"=>"2"}
  • {"unique-ip"=>"5", "full-text"=>"5", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"3"}
  • {"unique-ip"=>"5", "full-text"=>"6", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"4"}
  • {"unique-ip"=>"1", "full-text"=>"1", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"5"}
  • {"unique-ip"=>"1", "full-text"=>"0", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"6"}
  • {"unique-ip"=>"6", "full-text"=>"3", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"7"}
  • {"unique-ip"=>"5", "full-text"=>"4", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"8"}
  • {"unique-ip"=>"10", "full-text"=>"10", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"9"}
  • {"unique-ip"=>"5", "full-text"=>"5", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"10"}
  • {"unique-ip"=>"9", "full-text"=>"11", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"11"}
  • {"unique-ip"=>"3", "full-text"=>"3", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"12"}
  • {"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"=>"2018", "month"=>"1"}
  • {"unique-ip"=>"1", "full-text"=>"1", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"2"}
  • {"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"=>"2018", "month"=>"3"}
  • {"unique-ip"=>"6", "full-text"=>"7", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"4", "cited-by"=>"0", "year"=>"2019", "month"=>"1"}
  • {"unique-ip"=>"11", "full-text"=>"11", "pdf"=>"3", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2018", "month"=>"11"}
  • {"unique-ip"=>"6", "full-text"=>"4", "pdf"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"9"}
  • {"unique-ip"=>"3", "full-text"=>"3", "pdf"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"4"}
  • {"unique-ip"=>"4", "full-text"=>"2", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"5"}
  • {"unique-ip"=>"4", "full-text"=>"1", "pdf"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"6"}
  • {"unique-ip"=>"7", "full-text"=>"7", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"2", "cited-by"=>"0", "year"=>"2018", "month"=>"7"}
  • {"unique-ip"=>"3", "full-text"=>"3", "pdf"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"10"}
  • {"unique-ip"=>"4", "full-text"=>"3", "pdf"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2018", "month"=>"8"}
  • {"unique-ip"=>"5", "full-text"=>"4", "pdf"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"12"}
  • {"unique-ip"=>"11", "full-text"=>"14", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"2"}
  • {"unique-ip"=>"4", "full-text"=>"4", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"3"}
  • {"unique-ip"=>"8", "full-text"=>"10", "pdf"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"4"}
  • {"unique-ip"=>"8", "full-text"=>"8", "pdf"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"5"}
  • {"unique-ip"=>"4", "full-text"=>"2", "pdf"=>"3", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"8"}
  • {"unique-ip"=>"9", "full-text"=>"5", "pdf"=>"4", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"9"}
  • {"unique-ip"=>"11", "full-text"=>"12", "pdf"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"10"}
  • {"unique-ip"=>"6", "full-text"=>"4", "pdf"=>"4", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2019", "month"=>"12"}
  • {"unique-ip"=>"13", "full-text"=>"14", "pdf"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2020", "month"=>"2"}
  • {"unique-ip"=>"12", "full-text"=>"14", "pdf"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"4", "cited-by"=>"0", "year"=>"2020", "month"=>"3"}
  • {"unique-ip"=>"17", "full-text"=>"17", "pdf"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2020", "month"=>"4"}
  • {"unique-ip"=>"10", "full-text"=>"9", "pdf"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2020", "month"=>"5"}
  • {"unique-ip"=>"3", "full-text"=>"3", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2020", "month"=>"6"}
  • {"unique-ip"=>"1", "full-text"=>"0", "pdf"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2020", "month"=>"7"}
  • {"unique-ip"=>"6", "full-text"=>"7", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"4", "cited-by"=>"0", "year"=>"2020", "month"=>"8"}
  • {"unique-ip"=>"3", "full-text"=>"5", "pdf"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2020", "month"=>"9"}
  • {"unique-ip"=>"7", "full-text"=>"7", "pdf"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2020", "month"=>"10"}

Relative Metric

{"start_date"=>"2012-01-01T00:00:00Z", "end_date"=>"2012-12-31T00:00:00Z", "subject_areas"=>[{"subject_area"=>"/Biology and life sciences/Behavior", "average_usage"=>[354, 559, 676, 770, 854, 949, 1040, 1128, 1220, 1295, 1364, 1439, 1511, 1580, 1636, 1693, 1753, 1808, 1882, 1944, 2019, 2070, 2120, 2176, 2247]}, {"subject_area"=>"/Biology and life sciences/Zoology", "average_usage"=>[360, 554, 661, 756, 829, 913, 992, 1072, 1144, 1228, 1306, 1378, 1439, 1500, 1558, 1627, 1689, 1754, 1826, 1892, 1951, 2009, 2067, 2130, 2200]}, {"subject_area"=>"/Ecology and environmental sciences", "average_usage"=>[348, 541, 638, 730, 827, 907, 993, 1074, 1152, 1232, 1310, 1379, 1442, 1507, 1576, 1648, 1715, 1786, 1854, 1926, 1991, 2059, 2125, 2181, 2249]}, {"subject_area"=>"/Ecology and environmental sciences/Community ecology", "average_usage"=>[362, 549, 647, 738, 832, 917, 983, 1076, 1146, 1220, 1297, 1375, 1422]}, {"subject_area"=>"/Ecology and environmental sciences/Ecological niches", "average_usage"=>[292, 487, 584, 648, 724, 801, 877, 928, 1006, 1083, 1150, 1208, 1280, 1337]}, {"subject_area"=>"/Ecology and environmental sciences/Ecology", "average_usage"=>[347, 547, 641, 742, 836, 927, 1016, 1099, 1184, 1267, 1348, 1418, 1484, 1555, 1631, 1705, 1788, 1843, 1917, 1985, 2052, 2115, 2190, 2258, 2333]}, {"subject_area"=>"/Ecology and environmental sciences/Habitats", "average_usage"=>[355, 533, 627, 707, 778, 856, 928, 1005, 1080, 1162, 1245, 1303, 1378, 1445, 1504, 1573, 1659, 1717, 1797, 1846, 1928, 1994, 2063, 2137, 2206]}, {"subject_area"=>"/Physical sciences/Physics", "average_usage"=>[298, 476, 578, 665, 743, 821, 891, 962, 1036, 1108, 1174, 1240, 1312, 1371, 1430, 1494, 1551, 1609, 1673, 1736, 1795, 1857, 1913, 1976, 2035]}]}
Loading … Spinner
There are currently no alerts