Parallel Tagged Next-Generation Sequencing on Pooled Samples – A New Approach for Population Genetics in Ecology and Conservation
Events
Loading … Spinner

Mendeley | Further Information

{"title"=>"Parallel Tagged Next-Generation Sequencing on Pooled Samples - A New Approach for Population Genetics in Ecology and Conservation", "type"=>"journal", "authors"=>[{"first_name"=>"Monika", "last_name"=>"Zavodna", "scopus_author_id"=>"9738501500"}, {"first_name"=>"Catherine E.", "last_name"=>"Grueber", "scopus_author_id"=>"24080444100"}, {"first_name"=>"Neil J.", "last_name"=>"Gemmell", "scopus_author_id"=>"7003864817"}], "year"=>2013, "source"=>"PLoS ONE", "identifiers"=>{"issn"=>"19326203", "scopus"=>"2-s2.0-84876308901", "sgr"=>"84876308901", "pui"=>"368746913", "isbn"=>"1932-6203 (Electronic)\\r1932-6203 (Linking)", "pmid"=>"23637841", "doi"=>"10.1371/journal.pone.0061471"}, "id"=>"82088888-b71f-3bc6-8ff1-21ee0bb2ab87", "abstract"=>"Next-generation sequencing (NGS) on pooled samples has already been broadly applied in human medical diagnostics and plant and animal breeding. However, thus far it has been only sparingly employed in ecology and conservation, where it may serve as a useful diagnostic tool for rapid assessment of species genetic diversity and structure at the population level. Here we undertake a comprehensive evaluation of the accuracy, practicality and limitations of parallel tagged amplicon NGS on pooled population samples for estimating species population diversity and structure. We obtained 16S and Cyt b data from 20 populations of Leiopelma hochstetteri, a frog species of conservation concern in New Zealand, using two approaches ? parallel tagged NGS on pooled population samples and individual Sanger sequenced samples. Data from each approach were then used to estimate two standard population genetic parameters, nucleotide diversity (?) and population differentiation (FST), that enable population genetic inference in a species conservation context. We found a positive correlation between our two approaches for population genetic estimates, showing that the pooled population NGS approach is a reliable, rapid and appropriate method for population genetic inference in an ecological and conservation context. Our experimental design also allowed us to identify both the strengths and weaknesses of the pooled population NGS approach and outline some guidelines and suggestions that might be considered when planning future projects.", "link"=>"http://www.mendeley.com/research/parallel-tagged-nextgeneration-sequencing-pooled-samples-new-approach-population-genetics-ecology-co", "reader_count"=>94, "reader_count_by_academic_status"=>{"Unspecified"=>1, "Professor > Associate Professor"=>4, "Researcher"=>28, "Student > Doctoral Student"=>6, "Student > Ph. D. Student"=>21, "Student > Postgraduate"=>4, "Student > Master"=>16, "Other"=>1, "Student > Bachelor"=>9, "Lecturer"=>2, "Professor"=>2}, "reader_count_by_user_role"=>{"Unspecified"=>1, "Professor > Associate Professor"=>4, "Researcher"=>28, "Student > Doctoral Student"=>6, "Student > Ph. D. Student"=>21, "Student > Postgraduate"=>4, "Student > Master"=>16, "Other"=>1, "Student > Bachelor"=>9, "Lecturer"=>2, "Professor"=>2}, "reader_count_by_subject_area"=>{"Unspecified"=>1, "Environmental Science"=>7, "Biochemistry, Genetics and Molecular Biology"=>5, "Materials Science"=>1, "Agricultural and Biological Sciences"=>76, "Medicine and Dentistry"=>2, "Immunology and Microbiology"=>1, "Earth and Planetary Sciences"=>1}, "reader_count_by_subdiscipline"=>{"Materials Science"=>{"Materials Science"=>1}, "Medicine and Dentistry"=>{"Medicine and Dentistry"=>2}, "Immunology and Microbiology"=>{"Immunology and Microbiology"=>1}, "Earth and Planetary Sciences"=>{"Earth and Planetary Sciences"=>1}, "Agricultural and Biological Sciences"=>{"Agricultural and Biological Sciences"=>76}, "Biochemistry, Genetics and Molecular Biology"=>{"Biochemistry, Genetics and Molecular Biology"=>5}, "Unspecified"=>{"Unspecified"=>1}, "Environmental Science"=>{"Environmental Science"=>7}}, "reader_count_by_country"=>{"Austria"=>1, "Argentina"=>1, "Belgium"=>2, "United States"=>2, "Japan"=>1, "Brazil"=>1, "Italy"=>1, "United Kingdom"=>3, "France"=>1, "Portugal"=>1, "India"=>1}, "group_count"=>3}

Scopus | Further Information

{"@_fa"=>"true", "link"=>[{"@_fa"=>"true", "@ref"=>"self", "@href"=>"https://api.elsevier.com/content/abstract/scopus_id/84876308901"}, {"@_fa"=>"true", "@ref"=>"author-affiliation", "@href"=>"https://api.elsevier.com/content/abstract/scopus_id/84876308901?field=author,affiliation"}, {"@_fa"=>"true", "@ref"=>"scopus", "@href"=>"https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84876308901&origin=inward"}, {"@_fa"=>"true", "@ref"=>"scopus-citedby", "@href"=>"https://www.scopus.com/inward/citedby.uri?partnerID=HzOxMe3b&scp=84876308901&origin=inward"}], "prism:url"=>"https://api.elsevier.com/content/abstract/scopus_id/84876308901", "dc:identifier"=>"SCOPUS_ID:84876308901", "eid"=>"2-s2.0-84876308901", "dc:title"=>"Parallel Tagged Next-Generation Sequencing on Pooled Samples - A New Approach for Population Genetics in Ecology and Conservation", "dc:creator"=>"Zavodna M.", "prism:publicationName"=>"PLoS ONE", "prism:eIssn"=>"19326203", "prism:volume"=>"8", "prism:issueIdentifier"=>"4", "prism:pageRange"=>nil, "prism:coverDate"=>"2013-04-18", "prism:coverDisplayDate"=>"18 April 2013", "prism:doi"=>"10.1371/journal.pone.0061471", "citedby-count"=>"5", "affiliation"=>[{"@_fa"=>"true", "affilname"=>"University of Otago", "affiliation-city"=>"Dunedin", "affiliation-country"=>"New Zealand"}], "pubmed-id"=>"23637841", "prism:aggregationType"=>"Journal", "subtype"=>"ar", "subtypeDescription"=>"Article", "article-number"=>"e61471", "source-id"=>"10600153309", "openaccess"=>"1", "openaccessFlag"=>true}

Facebook

  • {"url"=>"http%3A%2F%2Fjournals.plos.org%2Fplosone%2Farticle%3Fid%3D10.1371%252Fjournal.pone.0061471", "share_count"=>0, "like_count"=>0, "comment_count"=>0, "click_count"=>0, "total_count"=>0}

Counter

  • {"month"=>"4", "year"=>"2013", "pdf_views"=>"58", "xml_views"=>"5", "html_views"=>"294"}
  • {"month"=>"5", "year"=>"2013", "pdf_views"=>"43", "xml_views"=>"3", "html_views"=>"194"}
  • {"month"=>"6", "year"=>"2013", "pdf_views"=>"35", "xml_views"=>"0", "html_views"=>"110"}
  • {"month"=>"7", "year"=>"2013", "pdf_views"=>"29", "xml_views"=>"56", "html_views"=>"89"}
  • {"month"=>"8", "year"=>"2013", "pdf_views"=>"18", "xml_views"=>"3", "html_views"=>"67"}
  • {"month"=>"9", "year"=>"2013", "pdf_views"=>"23", "xml_views"=>"0", "html_views"=>"108"}
  • {"month"=>"10", "year"=>"2013", "pdf_views"=>"23", "xml_views"=>"2", "html_views"=>"112"}
  • {"month"=>"11", "year"=>"2013", "pdf_views"=>"22", "xml_views"=>"4", "html_views"=>"89"}
  • {"month"=>"12", "year"=>"2013", "pdf_views"=>"13", "xml_views"=>"0", "html_views"=>"46"}
  • {"month"=>"1", "year"=>"2014", "pdf_views"=>"20", "xml_views"=>"0", "html_views"=>"76"}
  • {"month"=>"2", "year"=>"2014", "pdf_views"=>"30", "xml_views"=>"0", "html_views"=>"101"}
  • {"month"=>"3", "year"=>"2014", "pdf_views"=>"14", "xml_views"=>"2", "html_views"=>"82"}
  • {"month"=>"4", "year"=>"2014", "pdf_views"=>"13", "xml_views"=>"2", "html_views"=>"53"}
  • {"month"=>"5", "year"=>"2014", "pdf_views"=>"14", "xml_views"=>"0", "html_views"=>"84"}
  • {"month"=>"6", "year"=>"2014", "pdf_views"=>"11", "xml_views"=>"0", "html_views"=>"58"}
  • {"month"=>"7", "year"=>"2014", "pdf_views"=>"14", "xml_views"=>"0", "html_views"=>"74"}
  • {"month"=>"8", "year"=>"2014", "pdf_views"=>"15", "xml_views"=>"2", "html_views"=>"66"}
  • {"month"=>"9", "year"=>"2014", "pdf_views"=>"10", "xml_views"=>"1", "html_views"=>"61"}
  • {"month"=>"10", "year"=>"2014", "pdf_views"=>"13", "xml_views"=>"1", "html_views"=>"82"}
  • {"month"=>"11", "year"=>"2014", "pdf_views"=>"7", "xml_views"=>"1", "html_views"=>"62"}
  • {"month"=>"12", "year"=>"2014", "pdf_views"=>"7", "xml_views"=>"1", "html_views"=>"38"}
  • {"month"=>"1", "year"=>"2015", "pdf_views"=>"9", "xml_views"=>"0", "html_views"=>"30"}
  • {"month"=>"2", "year"=>"2015", "pdf_views"=>"2", "xml_views"=>"0", "html_views"=>"18"}
  • {"month"=>"3", "year"=>"2015", "pdf_views"=>"3", "xml_views"=>"0", "html_views"=>"20"}
  • {"month"=>"4", "year"=>"2015", "pdf_views"=>"8", "xml_views"=>"1", "html_views"=>"21"}
  • {"month"=>"5", "year"=>"2015", "pdf_views"=>"10", "xml_views"=>"0", "html_views"=>"35"}
  • {"month"=>"6", "year"=>"2015", "pdf_views"=>"12", "xml_views"=>"0", "html_views"=>"28"}
  • {"month"=>"7", "year"=>"2015", "pdf_views"=>"6", "xml_views"=>"0", "html_views"=>"22"}
  • {"month"=>"8", "year"=>"2015", "pdf_views"=>"4", "xml_views"=>"1", "html_views"=>"21"}
  • {"month"=>"9", "year"=>"2015", "pdf_views"=>"4", "xml_views"=>"0", "html_views"=>"41"}
  • {"month"=>"10", "year"=>"2015", "pdf_views"=>"14", "xml_views"=>"0", "html_views"=>"71"}
  • {"month"=>"11", "year"=>"2015", "pdf_views"=>"9", "xml_views"=>"0", "html_views"=>"56"}
  • {"month"=>"12", "year"=>"2015", "pdf_views"=>"4", "xml_views"=>"0", "html_views"=>"66"}
  • {"month"=>"1", "year"=>"2016", "pdf_views"=>"17", "xml_views"=>"0", "html_views"=>"65"}
  • {"month"=>"2", "year"=>"2016", "pdf_views"=>"2", "xml_views"=>"0", "html_views"=>"30"}
  • {"month"=>"3", "year"=>"2016", "pdf_views"=>"6", "xml_views"=>"0", "html_views"=>"53"}
  • {"month"=>"4", "year"=>"2016", "pdf_views"=>"7", "xml_views"=>"0", "html_views"=>"29"}
  • {"month"=>"5", "year"=>"2016", "pdf_views"=>"5", "xml_views"=>"0", "html_views"=>"18"}
  • {"month"=>"6", "year"=>"2016", "pdf_views"=>"3", "xml_views"=>"0", "html_views"=>"16"}
  • {"month"=>"7", "year"=>"2016", "pdf_views"=>"5", "xml_views"=>"0", "html_views"=>"14"}
  • {"month"=>"8", "year"=>"2016", "pdf_views"=>"4", "xml_views"=>"0", "html_views"=>"14"}
  • {"month"=>"9", "year"=>"2016", "pdf_views"=>"6", "xml_views"=>"0", "html_views"=>"22"}
  • {"month"=>"10", "year"=>"2016", "pdf_views"=>"13", "xml_views"=>"0", "html_views"=>"17"}
  • {"month"=>"11", "year"=>"2016", "pdf_views"=>"3", "xml_views"=>"0", "html_views"=>"18"}
  • {"month"=>"12", "year"=>"2016", "pdf_views"=>"5", "xml_views"=>"1", "html_views"=>"21"}
  • {"month"=>"1", "year"=>"2017", "pdf_views"=>"4", "xml_views"=>"1", "html_views"=>"11"}
  • {"month"=>"2", "year"=>"2017", "pdf_views"=>"5", "xml_views"=>"0", "html_views"=>"23"}
  • {"month"=>"3", "year"=>"2017", "pdf_views"=>"4", "xml_views"=>"0", "html_views"=>"25"}
  • {"month"=>"4", "year"=>"2017", "pdf_views"=>"5", "xml_views"=>"0", "html_views"=>"29"}
  • {"month"=>"5", "year"=>"2017", "pdf_views"=>"4", "xml_views"=>"0", "html_views"=>"28"}
  • {"month"=>"6", "year"=>"2017", "pdf_views"=>"4", "xml_views"=>"0", "html_views"=>"29"}
  • {"month"=>"7", "year"=>"2017", "pdf_views"=>"3", "xml_views"=>"3", "html_views"=>"15"}
  • {"month"=>"8", "year"=>"2017", "pdf_views"=>"7", "xml_views"=>"0", "html_views"=>"15"}
  • {"month"=>"9", "year"=>"2017", "pdf_views"=>"6", "xml_views"=>"3", "html_views"=>"19"}
  • {"month"=>"10", "year"=>"2017", "pdf_views"=>"7", "xml_views"=>"1", "html_views"=>"21"}
  • {"month"=>"11", "year"=>"2017", "pdf_views"=>"2", "xml_views"=>"0", "html_views"=>"53"}
  • {"month"=>"12", "year"=>"2017", "pdf_views"=>"6", "xml_views"=>"2", "html_views"=>"20"}
  • {"month"=>"1", "year"=>"2018", "pdf_views"=>"9", "xml_views"=>"1", "html_views"=>"14"}
  • {"month"=>"2", "year"=>"2018", "pdf_views"=>"2", "xml_views"=>"0", "html_views"=>"4"}
  • {"month"=>"3", "year"=>"2018", "pdf_views"=>"3", "xml_views"=>"1", "html_views"=>"11"}
  • {"month"=>"4", "year"=>"2018", "pdf_views"=>"7", "xml_views"=>"0", "html_views"=>"12"}
  • {"month"=>"5", "year"=>"2018", "pdf_views"=>"6", "xml_views"=>"0", "html_views"=>"7"}
  • {"month"=>"6", "year"=>"2018", "pdf_views"=>"5", "xml_views"=>"1", "html_views"=>"6"}
  • {"month"=>"7", "year"=>"2018", "pdf_views"=>"2", "xml_views"=>"3", "html_views"=>"7"}
  • {"month"=>"8", "year"=>"2018", "pdf_views"=>"5", "xml_views"=>"2", "html_views"=>"6"}
  • {"month"=>"9", "year"=>"2018", "pdf_views"=>"1", "xml_views"=>"0", "html_views"=>"2"}
  • {"month"=>"10", "year"=>"2018", "pdf_views"=>"1", "xml_views"=>"1", "html_views"=>"6"}
  • {"month"=>"11", "year"=>"2018", "pdf_views"=>"3", "xml_views"=>"0", "html_views"=>"3"}
  • {"month"=>"12", "year"=>"2018", "pdf_views"=>"0", "xml_views"=>"0", "html_views"=>"4"}
  • {"month"=>"1", "year"=>"2019", "pdf_views"=>"0", "xml_views"=>"1", "html_views"=>"2"}
  • {"month"=>"2", "year"=>"2019", "pdf_views"=>"8", "xml_views"=>"0", "html_views"=>"5"}
  • {"month"=>"3", "year"=>"2019", "pdf_views"=>"5", "xml_views"=>"1", "html_views"=>"1"}
  • {"month"=>"4", "year"=>"2019", "pdf_views"=>"5", "xml_views"=>"2", "html_views"=>"6"}
  • {"month"=>"5", "year"=>"2019", "pdf_views"=>"4", "xml_views"=>"0", "html_views"=>"18"}
  • {"month"=>"6", "year"=>"2019", "pdf_views"=>"1", "xml_views"=>"0", "html_views"=>"7"}
  • {"month"=>"7", "year"=>"2019", "pdf_views"=>"7", "xml_views"=>"0", "html_views"=>"4"}
  • {"month"=>"8", "year"=>"2019", "pdf_views"=>"11", "xml_views"=>"0", "html_views"=>"5"}
  • {"month"=>"9", "year"=>"2019", "pdf_views"=>"11", "xml_views"=>"0", "html_views"=>"5"}
  • {"month"=>"10", "year"=>"2019", "pdf_views"=>"6", "xml_views"=>"0", "html_views"=>"4"}
  • {"month"=>"11", "year"=>"2019", "pdf_views"=>"3", "xml_views"=>"0", "html_views"=>"4"}

Figshare

  • {"files"=>["https://ndownloader.figshare.com/files/1028315"], "description"=>"<p>N: number of populations (π) or population-pairs (F<sub>ST</sub>).</p>", "links"=>[], "tags"=>["Computational biology", "population genetics", "Genetic polymorphism", "genomics", "ecology", "Ecological metrics", "Species diversity", "Conservation science", "genetics", "haplotypes", "Population biology", "regression", "approaches", "nucleotide", "pairwise", "differentiation", "estimates", "570-bp"], "article_id"=>685472, "categories"=>["Biological Sciences"], "users"=>["Monika Zavodna", "Catherine E. Grueber", "Neil J. Gemmell"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0061471.t002", "stats"=>{"downloads"=>0, "page_views"=>9, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Linear_regression_model_summary_statistics_for_comparison_of_our_two_approaches_pooled_and_individual_based_on_nucleotide_diversity_and_pairwise_population_differentiation_F_ST_estimates_from_Leiopelma_hochstetteri_570_bp_Cyt_b_data_/685472", "title"=>"Linear regression model summary statistics for comparison of our two approaches (pooled and individual) based on nucleotide diversity (π) and pairwise population differentiation (F<sub>ST</sub>) estimates from <i>Leiopelma hochstetteri</i> 570-bp <i>Cyt b</i> data.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2013-04-18 01:31:12"}
  • {"files"=>["https://ndownloader.figshare.com/files/1028312"], "description"=>"<p>Data shown represent reads from one population-pool (<i>N</i> = 6 individuals).</p>", "links"=>[], "tags"=>["Computational biology", "population genetics", "Genetic polymorphism", "genomics", "ecology", "Ecological metrics", "Species diversity", "Conservation science", "genetics", "haplotypes", "Population biology", "generated", "clc", "workbench"], "article_id"=>685470, "categories"=>["Biological Sciences"], "users"=>["Monika Zavodna", "Catherine E. Grueber", "Neil J. Gemmell"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0061471.g003", "stats"=>{"downloads"=>0, "page_views"=>12, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Example_of_a_coverage_plot_for_Cyt_b_mapping_generated_by_CLC_genomics_workbench_v_4_9_/685470", "title"=>"Example of a coverage plot for <i>Cyt b</i> mapping generated by CLC genomics workbench v 4.9.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-04-18 01:31:10"}
  • {"files"=>["https://ndownloader.figshare.com/files/1028317", "https://ndownloader.figshare.com/files/1028321"], "description"=>"<div><p>Next-generation sequencing (NGS) on pooled samples has already been broadly applied in human medical diagnostics and plant and animal breeding. However, thus far it has been only sparingly employed in ecology and conservation, where it may serve as a useful diagnostic tool for rapid assessment of species genetic diversity and structure at the population level. Here we undertake a comprehensive evaluation of the accuracy, practicality and limitations of parallel tagged amplicon NGS on pooled population samples for estimating species population diversity and structure. We obtained <i>16S</i> and <i>Cyt b</i> data from 20 populations of <i>Leiopelma hochstetteri</i>, a frog species of conservation concern in New Zealand, using two approaches – parallel tagged NGS on pooled population samples and individual Sanger sequenced samples. Data from each approach were then used to estimate two standard population genetic parameters, nucleotide diversity (π) and population differentiation (F<sub>ST</sub>), that enable population genetic inference in a species conservation context. We found a positive correlation between our two approaches for population genetic estimates, showing that the pooled population NGS approach is a reliable, rapid and appropriate method for population genetic inference in an ecological and conservation context. Our experimental design also allowed us to identify both the strengths and weaknesses of the pooled population NGS approach and outline some guidelines and suggestions that might be considered when planning future projects.</p></div>", "links"=>[], "tags"=>["Computational biology", "population genetics", "Genetic polymorphism", "genomics", "ecology", "Ecological metrics", "Species diversity", "Conservation science", "genetics", "haplotypes", "Population biology", "tagged", "next-generation", "sequencing", "pooled", "samples"], "article_id"=>685474, "categories"=>["Biological Sciences"], "users"=>["Monika Zavodna", "Catherine E. Grueber", "Neil J. Gemmell"], "doi"=>["https://dx.doi.org/10.1371/journal.pone.0061471.s001", "https://dx.doi.org/10.1371/journal.pone.0061471.s002"], "stats"=>{"downloads"=>0, "page_views"=>9, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Parallel_Tagged_Next_Generation_Sequencing_on_Pooled_Samples_8211_A_New_Approach_for_Population_Genetics_in_Ecology_and_Conservation_/685474", "title"=>"Parallel Tagged Next-Generation Sequencing on Pooled Samples – A New Approach for Population Genetics in Ecology and Conservation", "pos_in_sequence"=>0, "defined_type"=>4, "published_date"=>"2013-04-18 01:31:14"}
  • {"files"=>["https://ndownloader.figshare.com/files/1028310"], "description"=>"<p>The dotted lines are the expected relationship where β = 1 (i.e. the two approaches give identical estimates), the solid lines are the observed linear regression (<a href=\"http://www.plosone.org/article/info:doi/10.1371/journal.pone.0061471#pone-0061471-t001\" target=\"_blank\">Table 1</a>).</p>", "links"=>[], "tags"=>["Computational biology", "population genetics", "Genetic polymorphism", "genomics", "ecology", "Ecological metrics", "Species diversity", "Conservation science", "genetics", "haplotypes", "Population biology", "pooled", "approaches", "estimating", "nucleotide", "populations", "pairwise", "differentiation", "population-pairs", "830-bp", "mtdna"], "article_id"=>685469, "categories"=>["Biological Sciences"], "users"=>["Monika Zavodna", "Catherine E. Grueber", "Neil J. Gemmell"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0061471.g002", "stats"=>{"downloads"=>0, "page_views"=>4, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Relationship_between_pooled_and_individual_approaches_for_estimating_A_nucleotide_diversity_N_8202_8202_20_populations_shown_and_B_pairwise_population_differentiation_F_ST_N_8202_8202_190_population_pairs_shown_from_Leiopelma_hochstetteri_830_bp_Cyt_b_mt/685469", "title"=>"Relationship between pooled and individual approaches for estimating A) nucleotide diversity (π, <i>N = </i>20 populations shown) and B) pairwise population differentiation (F<sub>ST,</sub><i>N = </i>190 population-pairs shown) from <i>Leiopelma hochstetteri</i> 830-bp <i>Cyt b</i> mtDNA data.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-04-18 01:31:09"}
  • {"files"=>["https://ndownloader.figshare.com/files/1028308"], "description"=>"<p>The dotted lines are the expected relationship where β = 1 (i.e. the two approaches give identical estimates), the solid lines are the observed linear regression (<a href=\"http://www.plosone.org/article/info:doi/10.1371/journal.pone.0061471#pone-0061471-t001\" target=\"_blank\">Table 1</a>).</p>", "links"=>[], "tags"=>["Computational biology", "population genetics", "Genetic polymorphism", "genomics", "ecology", "Ecological metrics", "Species diversity", "Conservation science", "genetics", "haplotypes", "Population biology", "pooled", "approaches", "estimating", "nucleotide", "populations", "pairwise", "differentiation", "population-pairs", "hochstetteri", "mtdna"], "article_id"=>685468, "categories"=>["Biological Sciences"], "users"=>["Monika Zavodna", "Catherine E. Grueber", "Neil J. Gemmell"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0061471.g001", "stats"=>{"downloads"=>0, "page_views"=>5, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Relationship_between_pooled_and_individual_approaches_for_estimating_A_nucleotide_diversity_N_8202_8202_20_populations_shown_and_B_pairwise_population_differentiation_F_ST_N_8202_8202_190_population_pairs_shown_from_Leiopelma_hochstetteri_16S_mtDNA_data_/685468", "title"=>"Relationship between pooled and individual approaches for estimating A) nucleotide diversity (π, <i>N = </i>20 populations shown) and B) pairwise population differentiation (F<sub>ST,</sub><i>N = </i>190 population-pairs shown) from <i>Leiopelma hochstetteri 16S</i> mtDNA data.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-04-18 01:31:08"}
  • {"files"=>["https://ndownloader.figshare.com/files/1028316"], "description"=>"<p>N: number of populations (π) or population-pairs (F<sub>ST</sub>).</p>", "links"=>[], "tags"=>["Computational biology", "population genetics", "Genetic polymorphism", "genomics", "ecology", "Ecological metrics", "Species diversity", "Conservation science", "genetics", "haplotypes", "Population biology", "regression", "approaches", "nucleotide", "pairwise", "differentiation", "estimates", "hochstetteri", "830-bp"], "article_id"=>685473, "categories"=>["Biological Sciences"], "users"=>["Monika Zavodna", "Catherine E. Grueber", "Neil J. Gemmell"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0061471.t001", "stats"=>{"downloads"=>0, "page_views"=>10, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Linear_regression_model_summary_statistics_for_comparison_of_two_approaches_pooled_and_individual_based_on_nucleotide_diversity_and_pairwise_population_differentiation_F_ST_estimates_from_Leiopelma_hochstetteri_16S_and_830_bp_Cyt_b_data_/685473", "title"=>"Linear regression model summary statistics for comparison of two approaches (pooled and individual) based on nucleotide diversity (π) and pairwise population differentiation (F<sub>ST</sub>) estimates from <i>Leiopelma hochstetteri 16S</i> and 830-bp <i>Cyt b</i> data.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2013-04-18 01:31:13"}
  • {"files"=>["https://ndownloader.figshare.com/files/1028313"], "description"=>"<p>The dotted lines are the expected relationship where β = 1 (i.e. the two approaches give identical estimates), the solid lines are the observed linear regression (<a href=\"http://www.plosone.org/article/info:doi/10.1371/journal.pone.0061471#pone-0061471-t002\" target=\"_blank\">Table 2</a>).</p>", "links"=>[], "tags"=>["Computational biology", "population genetics", "Genetic polymorphism", "genomics", "ecology", "Ecological metrics", "Species diversity", "Conservation science", "genetics", "haplotypes", "Population biology", "pooled", "approaches", "estimating", "nucleotide", "populations", "pairwise", "differentiation", "population-pairs", "570-bp", "mtdna"], "article_id"=>685471, "categories"=>["Biological Sciences"], "users"=>["Monika Zavodna", "Catherine E. Grueber", "Neil J. Gemmell"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0061471.g004", "stats"=>{"downloads"=>0, "page_views"=>4, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Relationship_between_pooled_and_individual_approaches_for_estimating_A_nucleotide_diversity_N_8202_8202_20_populations_shown_and_B_pairwise_population_differentiation_F_ST_N_8202_8202_190_population_pairs_shown_from_Leiopelma_hochstetteri_570_bp_Cyt_b_mt/685471", "title"=>"Relationship between pooled and individual approaches for estimating A) nucleotide diversity (π, <i>N = </i>20 populations shown) and B) pairwise population differentiation (F<sub>ST,</sub><i>N = </i>190 population-pairs shown) from <i>Leiopelma hochstetteri</i> 570-bp <i>Cyt b</i> mtDNA data.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-04-18 01:31:11"}

PMC Usage Stats | Further Information

  • {"unique-ip"=>"54", "full-text"=>"51", "pdf"=>"21", "abstract"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"5"}
  • {"unique-ip"=>"16", "full-text"=>"13", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"6"}
  • {"unique-ip"=>"23", "full-text"=>"25", "pdf"=>"7", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"7"}
  • {"unique-ip"=>"7", "full-text"=>"10", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"8"}
  • {"unique-ip"=>"13", "full-text"=>"15", "pdf"=>"9", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"9"}
  • {"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"=>"10"}
  • {"unique-ip"=>"22", "full-text"=>"22", "pdf"=>"7", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"11"}
  • {"unique-ip"=>"15", "full-text"=>"16", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"12"}
  • {"unique-ip"=>"8", "full-text"=>"8", "pdf"=>"2", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"1"}
  • {"unique-ip"=>"4", "full-text"=>"2", "pdf"=>"2", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"2"}
  • {"unique-ip"=>"12", "full-text"=>"13", "pdf"=>"3", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"3"}
  • {"unique-ip"=>"9", "full-text"=>"8", "pdf"=>"7", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2014", "month"=>"5"}
  • {"unique-ip"=>"7", "full-text"=>"7", "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"=>"6", "full-text"=>"7", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"4"}
  • {"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"=>"4"}
  • {"unique-ip"=>"9", "full-text"=>"9", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"5"}
  • {"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"=>"6"}
  • {"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"=>"2015", "month"=>"7"}
  • {"unique-ip"=>"10", "full-text"=>"11", "pdf"=>"7", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"3"}
  • {"unique-ip"=>"7", "full-text"=>"10", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"2"}
  • {"unique-ip"=>"7", "full-text"=>"6", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"8"}
  • {"unique-ip"=>"11", "full-text"=>"10", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"9"}
  • {"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"=>"10"}
  • {"unique-ip"=>"9", "full-text"=>"9", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"7"}
  • {"unique-ip"=>"7", "full-text"=>"7", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"8"}
  • {"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"=>"2014", "month"=>"9"}
  • {"unique-ip"=>"8", "full-text"=>"4", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"2", "cited-by"=>"0", "year"=>"2014", "month"=>"10"}
  • {"unique-ip"=>"4", "full-text"=>"2", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"2"}
  • {"unique-ip"=>"4", "full-text"=>"0", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"2", "cited-by"=>"1", "year"=>"2014", "month"=>"11"}
  • {"unique-ip"=>"9", "full-text"=>"5", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"3", "cited-by"=>"0", "year"=>"2014", "month"=>"12"}
  • {"unique-ip"=>"11", "full-text"=>"6", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2015", "month"=>"1"}
  • {"unique-ip"=>"8", "full-text"=>"8", "pdf"=>"7", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2015", "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"=>"2015", "month"=>"12"}
  • {"unique-ip"=>"3", "full-text"=>"1", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"1"}
  • {"unique-ip"=>"4", "full-text"=>"6", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"3"}
  • {"unique-ip"=>"4", "full-text"=>"4", "pdf"=>"5", "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"=>"2", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"5"}
  • {"unique-ip"=>"5", "full-text"=>"4", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"6"}
  • {"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"=>"7"}
  • {"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"=>"2016", "month"=>"8"}
  • {"unique-ip"=>"2", "full-text"=>"2", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "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"=>"2016", "month"=>"10"}
  • {"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"=>"2016", "month"=>"11"}
  • {"unique-ip"=>"4", "full-text"=>"5", "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"=>"3", "full-text"=>"0", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2017", "month"=>"1"}
  • {"unique-ip"=>"5", "full-text"=>"4", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"2"}
  • {"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"=>"3"}
  • {"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"=>"5"}
  • {"unique-ip"=>"1", "full-text"=>"0", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "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"=>"2017", "month"=>"8"}
  • {"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"=>"9"}
  • {"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"=>"10"}
  • {"unique-ip"=>"12", "full-text"=>"9", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"4", "cited-by"=>"0", "year"=>"2017", "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"=>"2017", "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"=>"2018", "month"=>"1"}
  • {"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"=>"2018", "month"=>"3"}
  • {"unique-ip"=>"3", "full-text"=>"4", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"1"}
  • {"unique-ip"=>"4", "full-text"=>"4", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"12"}
  • {"unique-ip"=>"4", "full-text"=>"4", "pdf"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"5"}
  • {"unique-ip"=>"4", "full-text"=>"4", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"6"}
  • {"unique-ip"=>"4", "full-text"=>"3", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"2", "cited-by"=>"0", "year"=>"2018", "month"=>"11"}
  • {"unique-ip"=>"3", "full-text"=>"2", "pdf"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"4"}
  • {"unique-ip"=>"7", "full-text"=>"6", "pdf"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"8"}
  • {"unique-ip"=>"6", "full-text"=>"2", "pdf"=>"3", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"3", "cited-by"=>"0", "year"=>"2018", "month"=>"7"}
  • {"unique-ip"=>"3", "full-text"=>"2", "pdf"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"10"}
  • {"unique-ip"=>"2", "full-text"=>"2", "pdf"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"9"}
  • {"unique-ip"=>"6", "full-text"=>"5", "pdf"=>"3", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"2"}
  • {"unique-ip"=>"1", "full-text"=>"1", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"3"}
  • {"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"=>"4"}
  • {"unique-ip"=>"6", "full-text"=>"3", "pdf"=>"3", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"5"}
  • {"unique-ip"=>"7", "full-text"=>"5", "pdf"=>"4", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"8"}
  • {"unique-ip"=>"3", "full-text"=>"1", "pdf"=>"3", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"9"}
  • {"unique-ip"=>"9", "full-text"=>"12", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"10"}

Relative Metric

{"start_date"=>"2013-01-01T00:00:00Z", "end_date"=>"2013-12-31T00:00:00Z", "subject_areas"=>[{"subject_area"=>"/Biology and life sciences/Computational biology", "average_usage"=>[295, 511, 651, 775, 882, 992, 1100, 1201, 1304, 1400, 1486, 1570, 1650]}, {"subject_area"=>"/Biology and life sciences/Evolutionary biology", "average_usage"=>[302, 488, 607, 717, 832, 931, 1024, 1117, 1212, 1302, 1389, 1469, 1535]}, {"subject_area"=>"/Biology and life sciences/Molecular biology", "average_usage"=>[272, 466, 589, 702, 806, 903, 995, 1086, 1176, 1258, 1347, 1422, 1493]}, {"subject_area"=>"/Ecology and environmental sciences/Conservation science", "average_usage"=>[390, 618, 766, 904, 1030, 1153, 1268, 1391, 1487, 1591, 1685, 1767, 1865]}, {"subject_area"=>"/Ecology and environmental sciences/Population ecology", "average_usage"=>[294, 467]}]}
Loading … Spinner
There are currently no alerts