Population Genetic Structure of the Cotton Bollworm Helicoverpa armigera (Hübner) (Lepidoptera: Noctuidae) in India as Inferred from EPIC-PCR DNA Markers
Events
Loading … Spinner

Mendeley | Further Information

{"title"=>"Population Genetic Structure of the Cotton Bollworm Helicoverpa armigera (Hübner) (Lepidoptera: Noctuidae) in India as Inferred from EPIC-PCR DNA Markers", "type"=>"journal", "authors"=>[{"first_name"=>"Gajanan Tryambak", "last_name"=>"Behere", "scopus_author_id"=>"9739821200"}, {"first_name"=>"Wee Tek", "last_name"=>"Tay", "scopus_author_id"=>"7004685553"}, {"first_name"=>"Derek Alan", "last_name"=>"Russell", "scopus_author_id"=>"10242209300"}, {"first_name"=>"Keshav Raj", "last_name"=>"Kranthi", "scopus_author_id"=>"6602086756"}, {"first_name"=>"Philip", "last_name"=>"Batterham", "scopus_author_id"=>"6603898905"}], "year"=>2013, "source"=>"PLoS ONE", "identifiers"=>{"sgr"=>"84872236157", "doi"=>"10.1371/journal.pone.0053448", "pui"=>"368101419", "pmid"=>"23326431", "scopus"=>"2-s2.0-84872236157", "issn"=>"19326203", "isbn"=>"1932-6203 (Electronic)\\r1932-6203 (Linking)"}, "id"=>"9be88213-7ea9-385c-ae22-8ed0dcc03e91", "abstract"=>"Helicoverpa armigera is an important pest of cotton and other agricultural crops in the Old World. Its wide host range, high mobility and fecundity, and the ability to adapt and develop resistance against all common groups of insecticides used for its management have exacerbated its pest status. An understanding of the population genetic structure in H. armigera under Indian agricultural conditions will help ascertain gene flow patterns across different agricultural zones. This study inferred the population genetic structure of Indian H. armigera using five Exon-Primed Intron-Crossing (EPIC)-PCR markers. Nested alternative EPIC markers detected moderate null allele frequencies (4.3% to 9.4%) in loci used to infer population genetic structure but the apparently genome-wide heterozygote deficit suggests in-breeding or a Wahlund effect rather than a null allele effect. Population genetic analysis of the 26 populations suggested significant genetic differentiation within India but especially in cotton-feeding populations in the 2006-07 cropping season. In contrast, overall pair-wise F(ST) estimates from populations feeding on food crops indicated no significant population substructure irrespective of cropping seasons. A Baysian cluster analysis was used to assign the genetic make-up of individuals to likely membership of population clusters. Some evidence was found for four major clusters with individuals in two populations from cotton in one year (from two populations in northern India) showing especially high homogeneity. Taken as a whole, this study found evidence of population substructure at host crop, temporal and spatial levels in Indian H. armigera, without, however, a clear biological rationale for these structures being evident.", "link"=>"http://www.mendeley.com/research/population-genetic-structure-cotton-bollworm-helicoverpa-armigera-h%C3%BCbner-lepidoptera-noctuidae-india", "reader_count"=>36, "reader_count_by_academic_status"=>{"Unspecified"=>2, "Professor > Associate Professor"=>3, "Librarian"=>1, "Student > Doctoral Student"=>1, "Researcher"=>6, "Student > Ph. D. Student"=>8, "Other"=>3, "Student > Master"=>6, "Student > Bachelor"=>2, "Lecturer"=>1, "Professor"=>3}, "reader_count_by_user_role"=>{"Unspecified"=>2, "Professor > Associate Professor"=>3, "Librarian"=>1, "Student > Doctoral Student"=>1, "Researcher"=>6, "Student > Ph. D. Student"=>8, "Other"=>3, "Student > Master"=>6, "Student > Bachelor"=>2, "Lecturer"=>1, "Professor"=>3}, "reader_count_by_subject_area"=>{"Engineering"=>1, "Unspecified"=>2, "Biochemistry, Genetics and Molecular Biology"=>3, "Agricultural and Biological Sciences"=>28, "Medicine and Dentistry"=>1, "Earth and Planetary Sciences"=>1}, "reader_count_by_subdiscipline"=>{"Engineering"=>{"Engineering"=>1}, "Medicine and Dentistry"=>{"Medicine and Dentistry"=>1}, "Earth and Planetary Sciences"=>{"Earth and Planetary Sciences"=>1}, "Agricultural and Biological Sciences"=>{"Agricultural and Biological Sciences"=>28}, "Biochemistry, Genetics and Molecular Biology"=>{"Biochemistry, Genetics and Molecular Biology"=>3}, "Unspecified"=>{"Unspecified"=>2}}, "reader_count_by_country"=>{"Brazil"=>1, "Paraguay"=>1, "India"=>1}, "group_count"=>0}

Scopus | Further Information

{"@_fa"=>"true", "link"=>[{"@_fa"=>"true", "@ref"=>"self", "@href"=>"https://api.elsevier.com/content/abstract/scopus_id/84872236157"}, {"@_fa"=>"true", "@ref"=>"author-affiliation", "@href"=>"https://api.elsevier.com/content/abstract/scopus_id/84872236157?field=author,affiliation"}, {"@_fa"=>"true", "@ref"=>"scopus", "@href"=>"https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84872236157&origin=inward"}, {"@_fa"=>"true", "@ref"=>"scopus-citedby", "@href"=>"https://www.scopus.com/inward/citedby.uri?partnerID=HzOxMe3b&scp=84872236157&origin=inward"}], "prism:url"=>"https://api.elsevier.com/content/abstract/scopus_id/84872236157", "dc:identifier"=>"SCOPUS_ID:84872236157", "eid"=>"2-s2.0-84872236157", "dc:title"=>"Population Genetic Structure of the Cotton Bollworm Helicoverpa armigera (Hübner) (Lepidoptera: Noctuidae) in India as Inferred from EPIC-PCR DNA Markers", "dc:creator"=>"Behere G.", "prism:publicationName"=>"PLoS ONE", "prism:eIssn"=>"19326203", "prism:volume"=>"8", "prism:issueIdentifier"=>"1", "prism:pageRange"=>nil, "prism:coverDate"=>"2013-01-17", "prism:coverDisplayDate"=>"17 January 2013", "prism:doi"=>"10.1371/journal.pone.0053448", "citedby-count"=>"31", "affiliation"=>[{"@_fa"=>"true", "affilname"=>"Bio21 Molecular Science and Biotechnology Institute", "affiliation-city"=>"Melbourne", "affiliation-country"=>"Australia"}, {"@_fa"=>"true", "affilname"=>"ICAR - Research Complex for North Eastern Hill Region, Umiam", "affiliation-city"=>"Shillong", "affiliation-country"=>"India"}], "pubmed-id"=>"23326431", "prism:aggregationType"=>"Journal", "subtype"=>"ar", "subtypeDescription"=>"Article", "article-number"=>"e53448", "source-id"=>"10600153309", "openaccess"=>"1", "openaccessFlag"=>true}

Facebook

  • {"url"=>"http%3A%2F%2Fjournals.plos.org%2Fplosone%2Farticle%3Fid%3D10.1371%252Fjournal.pone.0053448", "share_count"=>0, "like_count"=>0, "comment_count"=>0, "click_count"=>0, "total_count"=>0}

Counter

  • {"month"=>"1", "year"=>"2013", "pdf_views"=>"35", "xml_views"=>"1", "html_views"=>"183"}
  • {"month"=>"2", "year"=>"2013", "pdf_views"=>"19", "xml_views"=>"2", "html_views"=>"96"}
  • {"month"=>"3", "year"=>"2013", "pdf_views"=>"31", "xml_views"=>"0", "html_views"=>"133"}
  • {"month"=>"4", "year"=>"2013", "pdf_views"=>"26", "xml_views"=>"3", "html_views"=>"156"}
  • {"month"=>"5", "year"=>"2013", "pdf_views"=>"29", "xml_views"=>"1", "html_views"=>"169"}
  • {"month"=>"6", "year"=>"2013", "pdf_views"=>"25", "xml_views"=>"0", "html_views"=>"148"}
  • {"month"=>"7", "year"=>"2013", "pdf_views"=>"29", "xml_views"=>"3", "html_views"=>"186"}
  • {"month"=>"8", "year"=>"2013", "pdf_views"=>"10", "xml_views"=>"0", "html_views"=>"96"}
  • {"month"=>"9", "year"=>"2013", "pdf_views"=>"18", "xml_views"=>"0", "html_views"=>"91"}
  • {"month"=>"10", "year"=>"2013", "pdf_views"=>"16", "xml_views"=>"4", "html_views"=>"125"}
  • {"month"=>"11", "year"=>"2013", "pdf_views"=>"9", "xml_views"=>"1", "html_views"=>"84"}
  • {"month"=>"12", "year"=>"2013", "pdf_views"=>"6", "xml_views"=>"0", "html_views"=>"32"}
  • {"month"=>"1", "year"=>"2014", "pdf_views"=>"5", "xml_views"=>"0", "html_views"=>"29"}
  • {"month"=>"2", "year"=>"2014", "pdf_views"=>"18", "xml_views"=>"0", "html_views"=>"69"}
  • {"month"=>"3", "year"=>"2014", "pdf_views"=>"8", "xml_views"=>"2", "html_views"=>"102"}
  • {"month"=>"4", "year"=>"2014", "pdf_views"=>"17", "xml_views"=>"1", "html_views"=>"80"}
  • {"month"=>"5", "year"=>"2014", "pdf_views"=>"10", "xml_views"=>"0", "html_views"=>"72"}
  • {"month"=>"6", "year"=>"2014", "pdf_views"=>"4", "xml_views"=>"0", "html_views"=>"56"}
  • {"month"=>"7", "year"=>"2014", "pdf_views"=>"12", "xml_views"=>"1", "html_views"=>"76"}
  • {"month"=>"8", "year"=>"2014", "pdf_views"=>"10", "xml_views"=>"2", "html_views"=>"94"}
  • {"month"=>"9", "year"=>"2014", "pdf_views"=>"9", "xml_views"=>"1", "html_views"=>"56"}
  • {"month"=>"10", "year"=>"2014", "pdf_views"=>"9", "xml_views"=>"1", "html_views"=>"47"}
  • {"month"=>"11", "year"=>"2014", "pdf_views"=>"11", "xml_views"=>"3", "html_views"=>"65"}
  • {"month"=>"12", "year"=>"2014", "pdf_views"=>"13", "xml_views"=>"1", "html_views"=>"56"}
  • {"month"=>"1", "year"=>"2015", "pdf_views"=>"6", "xml_views"=>"0", "html_views"=>"61"}
  • {"month"=>"2", "year"=>"2015", "pdf_views"=>"7", "xml_views"=>"0", "html_views"=>"67"}
  • {"month"=>"3", "year"=>"2015", "pdf_views"=>"10", "xml_views"=>"0", "html_views"=>"229"}
  • {"month"=>"4", "year"=>"2015", "pdf_views"=>"6", "xml_views"=>"1", "html_views"=>"36"}
  • {"month"=>"5", "year"=>"2015", "pdf_views"=>"8", "xml_views"=>"0", "html_views"=>"41"}
  • {"month"=>"6", "year"=>"2015", "pdf_views"=>"9", "xml_views"=>"0", "html_views"=>"44"}
  • {"month"=>"7", "year"=>"2015", "pdf_views"=>"8", "xml_views"=>"0", "html_views"=>"37"}
  • {"month"=>"8", "year"=>"2015", "pdf_views"=>"9", "xml_views"=>"1", "html_views"=>"51"}
  • {"month"=>"9", "year"=>"2015", "pdf_views"=>"4", "xml_views"=>"0", "html_views"=>"64"}
  • {"month"=>"10", "year"=>"2015", "pdf_views"=>"13", "xml_views"=>"0", "html_views"=>"106"}
  • {"month"=>"11", "year"=>"2015", "pdf_views"=>"11", "xml_views"=>"0", "html_views"=>"109"}
  • {"month"=>"12", "year"=>"2015", "pdf_views"=>"4", "xml_views"=>"0", "html_views"=>"94"}
  • {"month"=>"1", "year"=>"2016", "pdf_views"=>"8", "xml_views"=>"0", "html_views"=>"95"}
  • {"month"=>"2", "year"=>"2016", "pdf_views"=>"8", "xml_views"=>"0", "html_views"=>"54"}
  • {"month"=>"3", "year"=>"2016", "pdf_views"=>"6", "xml_views"=>"0", "html_views"=>"82"}
  • {"month"=>"4", "year"=>"2016", "pdf_views"=>"7", "xml_views"=>"0", "html_views"=>"43"}
  • {"month"=>"5", "year"=>"2016", "pdf_views"=>"11", "xml_views"=>"0", "html_views"=>"37"}
  • {"month"=>"6", "year"=>"2016", "pdf_views"=>"7", "xml_views"=>"0", "html_views"=>"25"}
  • {"month"=>"7", "year"=>"2016", "pdf_views"=>"8", "xml_views"=>"0", "html_views"=>"32"}
  • {"month"=>"8", "year"=>"2016", "pdf_views"=>"8", "xml_views"=>"0", "html_views"=>"37"}
  • {"month"=>"9", "year"=>"2016", "pdf_views"=>"9", "xml_views"=>"0", "html_views"=>"37"}
  • {"month"=>"10", "year"=>"2016", "pdf_views"=>"9", "xml_views"=>"0", "html_views"=>"26"}
  • {"month"=>"11", "year"=>"2016", "pdf_views"=>"10", "xml_views"=>"0", "html_views"=>"37"}
  • {"month"=>"12", "year"=>"2016", "pdf_views"=>"6", "xml_views"=>"1", "html_views"=>"27"}
  • {"month"=>"1", "year"=>"2017", "pdf_views"=>"9", "xml_views"=>"0", "html_views"=>"50"}
  • {"month"=>"2", "year"=>"2017", "pdf_views"=>"26", "xml_views"=>"0", "html_views"=>"52"}
  • {"month"=>"3", "year"=>"2017", "pdf_views"=>"9", "xml_views"=>"0", "html_views"=>"36"}
  • {"month"=>"4", "year"=>"2017", "pdf_views"=>"10", "xml_views"=>"1", "html_views"=>"47"}
  • {"month"=>"5", "year"=>"2017", "pdf_views"=>"6", "xml_views"=>"1", "html_views"=>"70"}
  • {"month"=>"6", "year"=>"2017", "pdf_views"=>"5", "xml_views"=>"0", "html_views"=>"28"}
  • {"month"=>"7", "year"=>"2017", "pdf_views"=>"10", "xml_views"=>"3", "html_views"=>"25"}
  • {"month"=>"8", "year"=>"2017", "pdf_views"=>"7", "xml_views"=>"2", "html_views"=>"31"}
  • {"month"=>"9", "year"=>"2017", "pdf_views"=>"9", "xml_views"=>"4", "html_views"=>"32"}
  • {"month"=>"10", "year"=>"2017", "pdf_views"=>"6", "xml_views"=>"4", "html_views"=>"36"}
  • {"month"=>"11", "year"=>"2017", "pdf_views"=>"5", "xml_views"=>"0", "html_views"=>"63"}
  • {"month"=>"12", "year"=>"2017", "pdf_views"=>"9", "xml_views"=>"1", "html_views"=>"46"}
  • {"month"=>"1", "year"=>"2018", "pdf_views"=>"5", "xml_views"=>"0", "html_views"=>"35"}
  • {"month"=>"2", "year"=>"2018", "pdf_views"=>"16", "xml_views"=>"0", "html_views"=>"25"}
  • {"month"=>"3", "year"=>"2018", "pdf_views"=>"4", "xml_views"=>"0", "html_views"=>"14"}
  • {"month"=>"4", "year"=>"2018", "pdf_views"=>"2", "xml_views"=>"0", "html_views"=>"9"}
  • {"month"=>"5", "year"=>"2018", "pdf_views"=>"3", "xml_views"=>"0", "html_views"=>"17"}
  • {"month"=>"6", "year"=>"2018", "pdf_views"=>"8", "xml_views"=>"1", "html_views"=>"15"}
  • {"month"=>"7", "year"=>"2018", "pdf_views"=>"5", "xml_views"=>"3", "html_views"=>"16"}
  • {"month"=>"8", "year"=>"2018", "pdf_views"=>"3", "xml_views"=>"1", "html_views"=>"15"}
  • {"month"=>"9", "year"=>"2018", "pdf_views"=>"7", "xml_views"=>"1", "html_views"=>"23"}
  • {"month"=>"10", "year"=>"2018", "pdf_views"=>"6", "xml_views"=>"1", "html_views"=>"11"}
  • {"month"=>"11", "year"=>"2018", "pdf_views"=>"7", "xml_views"=>"0", "html_views"=>"19"}
  • {"month"=>"12", "year"=>"2018", "pdf_views"=>"13", "xml_views"=>"1", "html_views"=>"7"}
  • {"month"=>"1", "year"=>"2019", "pdf_views"=>"15", "xml_views"=>"2", "html_views"=>"13"}
  • {"month"=>"2", "year"=>"2019", "pdf_views"=>"12", "xml_views"=>"0", "html_views"=>"23"}
  • {"month"=>"3", "year"=>"2019", "pdf_views"=>"7", "xml_views"=>"1", "html_views"=>"29"}
  • {"month"=>"4", "year"=>"2019", "pdf_views"=>"11", "xml_views"=>"0", "html_views"=>"11"}
  • {"month"=>"5", "year"=>"2019", "pdf_views"=>"16", "xml_views"=>"0", "html_views"=>"21"}
  • {"month"=>"6", "year"=>"2019", "pdf_views"=>"14", "xml_views"=>"0", "html_views"=>"30"}
  • {"month"=>"7", "year"=>"2019", "pdf_views"=>"2", "xml_views"=>"0", "html_views"=>"12"}
  • {"month"=>"8", "year"=>"2019", "pdf_views"=>"6", "xml_views"=>"0", "html_views"=>"4"}
  • {"month"=>"9", "year"=>"2019", "pdf_views"=>"9", "xml_views"=>"0", "html_views"=>"25"}
  • {"month"=>"10", "year"=>"2019", "pdf_views"=>"5", "xml_views"=>"0", "html_views"=>"14"}
  • {"month"=>"11", "year"=>"2019", "pdf_views"=>"8", "xml_views"=>"0", "html_views"=>"11"}
  • {"month"=>"12", "year"=>"2019", "pdf_views"=>"13", "xml_views"=>"0", "html_views"=>"11"}
  • {"month"=>"1", "year"=>"2020", "pdf_views"=>"14", "xml_views"=>"1", "html_views"=>"25"}
  • {"month"=>"2", "year"=>"2020", "pdf_views"=>"8", "xml_views"=>"1", "html_views"=>"11"}
  • {"month"=>"3", "year"=>"2020", "pdf_views"=>"19", "xml_views"=>"0", "html_views"=>"27"}
  • {"month"=>"4", "year"=>"2020", "pdf_views"=>"13", "xml_views"=>"1", "html_views"=>"26"}
  • {"month"=>"5", "year"=>"2020", "pdf_views"=>"7", "xml_views"=>"1", "html_views"=>"14"}
  • {"month"=>"6", "year"=>"2020", "pdf_views"=>"9", "xml_views"=>"1", "html_views"=>"13"}
  • {"month"=>"7", "year"=>"2020", "pdf_views"=>"7", "xml_views"=>"0", "html_views"=>"13"}
  • {"month"=>"8", "year"=>"2020", "pdf_views"=>"11", "xml_views"=>"0", "html_views"=>"14"}
  • {"month"=>"9", "year"=>"2020", "pdf_views"=>"9", "xml_views"=>"0", "html_views"=>"12"}
  • {"month"=>"10", "year"=>"2020", "pdf_views"=>"15", "xml_views"=>"0", "html_views"=>"19"}

Figshare

  • {"files"=>["https://ndownloader.figshare.com/files/508414"], "description"=>"<p>Each individual is represented by a single line, with black lines separating between populations. The estimated membership fractions for K = 2 to K = 10 clusters for all individuals are shown.</p>", "links"=>[], "tags"=>["23", "populations", "inferred", "followed", "mcmc"], "article_id"=>178906, "categories"=>["Biotechnology", "Ecology", "Genetics", "Plant Biology", "Evolutionary Biology"], "users"=>["Gajanan Tryambak Behere", "Wee Tek Tay", "Derek Alan Russell", "Keshav Raj Kranthi", "Philip Batterham"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0053448.g004", "stats"=>{"downloads"=>1, "page_views"=>13, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Population_structure_of_23_H_armigera_populations_inferred_using_the_S_tructure_program_after_50_000_8216_burnin_8217_followed_by_500_000_MCMC_replications_/178906", "title"=>"Population structure of 23 <i>H. armigera</i> populations inferred using the Structure program after 50,000 ‘burnin’ followed by 500,000 MCMC replications.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-02-19 17:08:58"}
  • {"files"=>["https://ndownloader.figshare.com/files/508526"], "description"=>"<p>Model A: compares variation between geographic regions (northern India, central India, and southern India), among populations within regions and within populations. Model B: compares variation between hosts (cotton, pigeonpea and chickpea), among populations within hosts and within populations. Model C: compares genetic variations between cropping seasons (season 2004–05, season 2005–06, season 2006–07), among populations within cropping seasons and within populations.</p>", "links"=>[], "tags"=>["amova", "generated", "epic-pcr", "markers", "hierarchical"], "article_id"=>179015, "categories"=>["Biotechnology", "Ecology", "Genetics", "Plant Biology", "Evolutionary Biology"], "users"=>["Gajanan Tryambak Behere", "Wee Tek Tay", "Derek Alan Russell", "Keshav Raj Kranthi", "Philip Batterham"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0053448.t004", "stats"=>{"downloads"=>4, "page_views"=>17, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Comparisons_of_genetic_variation_by_AMOVA_based_on_data_generated_by_EPIC_PCR_markers_from_Helicoverpa_armigera_according_to_three_population_structure_hierarchical_models_/179015", "title"=>"Comparisons of genetic variation by AMOVA based on data generated by EPIC-PCR markers from <i>Helicoverpa armigera</i> according to three population structure hierarchical models.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2013-02-19 17:09:33"}
  • {"files"=>["https://ndownloader.figshare.com/files/508635"], "description"=>"<p>Numbers after locations represent different collection periods. Known <i>Bt</i> cotton hosts are indicated by ‘†’. All insects were collected as mid to late instar larvae except for the Nagpur populations where moths were captured at pheromone traps.</p>", "links"=>[], "tags"=>["details", "populations", "screened", "epic", "pcr"], "article_id"=>179125, "categories"=>["Biotechnology", "Ecology", "Genetics", "Plant Biology", "Evolutionary Biology"], "users"=>["Gajanan Tryambak Behere", "Wee Tek Tay", "Derek Alan Russell", "Keshav Raj Kranthi", "Philip Batterham"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0053448.t001", "stats"=>{"downloads"=>0, "page_views"=>14, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Collection_details_of_H_armigera_populations_screened_with_five_EPIC_PCR_markers_/179125", "title"=>"Collection details of <i>H. armigera</i> populations screened with five EPIC PCR markers.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2013-02-19 17:10:07"}
  • {"files"=>["https://ndownloader.figshare.com/files/508715"], "description"=>"<p>The number of individuals screened for all five loci is indicated (n); mean values for the number of alleles (a), allelic richness (r), observed heterozygosity (Ho), expected heterozygosity (He), and inbreeding coefficient (<i>F</i><sub>IS</sub>) were also estimated for all populations. Analyses excluding the locus RpL12 are indicated by ‘*’. Cotton populations where <i>F</i><sub>IS</sub>* estimates either remained unchanged (values in bold) or decreased (values underlined) through the exclusion of the RpL12 locus are indicated by ‘c’.</p>", "links"=>[], "tags"=>["epic", "pcr", "markers", "tested", "indian"], "article_id"=>179203, "categories"=>["Biotechnology", "Ecology", "Genetics", "Plant Biology", "Evolutionary Biology"], "users"=>["Gajanan Tryambak Behere", "Wee Tek Tay", "Derek Alan Russell", "Keshav Raj Kranthi", "Philip Batterham"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0053448.t003", "stats"=>{"downloads"=>1, "page_views"=>9, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Population_statistics_based_on_five_EPIC_PCR_markers_tested_on_Indian_H_armigera_populations_/179203", "title"=>"Population statistics based on five EPIC PCR markers tested on Indian <i>H. armigera</i> populations.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2013-02-19 17:10:32"}
  • {"files"=>["https://ndownloader.figshare.com/files/508208"], "description"=>"<p>Locations and populations are as in <a href=\"http://www.plosone.org/article/info:doi/10.1371/journal.pone.0053448#pone-0053448-g001\" target=\"_blank\">Fig. 1</a> and <a href=\"http://www.plosone.org/article/info:doi/10.1371/journal.pone.0053448#pone-0053448-t001\" target=\"_blank\">Table 1:</a> northern India (1) Abohar, (2) Fatehbad, (3) Hissar; central India (4) Bharuch, (5) Surat, (6) Jalgaon, (8) Yavatmal; southern India (9) Karimnagar, (10) Warangal, (11) Guntur, (12) Medak, (13) Nalgonda, (14) Haveri, (15) Tumkur, (16) Coimbatore, and (18) Dindigal. Average log likelihood of data Ln P(D) (primary axis, solid line) and Δ<i>K</i> (secondary axis, dashed line) are shown, with best K = 4 indicated an arrow.</p>", "links"=>[], "tags"=>["23", "populations", "india", "crops"], "article_id"=>178702, "categories"=>["Biotechnology", "Ecology", "Genetics", "Plant Biology", "Evolutionary Biology"], "users"=>["Gajanan Tryambak Behere", "Wee Tek Tay", "Derek Alan Russell", "Keshav Raj Kranthi", "Philip Batterham"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0053448.g002", "stats"=>{"downloads"=>0, "page_views"=>8, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_S_tructure_analysis_of_23_Helicoverpa_armigera_populations_collected_from_India_from_cotton_crop_years_2_and_3_and_food_crops_years_1_2_3_/178702", "title"=>"Structure analysis of 23 <i>Helicoverpa armigera</i> populations collected from India from cotton crop (years 2 and 3) and food crops (years 1, 2, 3).", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-02-19 17:07:53"}
  • {"files"=>["https://ndownloader.figshare.com/files/508681"], "description"=>"†<p>Alt_RpS6 EPIC-PCR marker is 5 nucleotides shorter than that reported <a href=\"http://www.plosone.org/article/info:doi/10.1371/journal.pone.0053448#pone.0053448-Scott5\" target=\"_blank\">[36]</a> however it utilised the first 19 bp of the 24 bp original RpS6 EPIC-PCR oligo.</p>", "links"=>[], "tags"=>["sequences", "nested", "epic", "pcr", "markers", "populations", "estimating", "null", "allele"], "article_id"=>179170, "categories"=>["Biotechnology", "Ecology", "Genetics", "Plant Biology", "Evolutionary Biology"], "users"=>["Gajanan Tryambak Behere", "Wee Tek Tay", "Derek Alan Russell", "Keshav Raj Kranthi", "Philip Batterham"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0053448.t002", "stats"=>{"downloads"=>5, "page_views"=>16, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Primer_sequences_of_four_nested_EPIC_PCR_markers_used_for_screening_H_armigera_populations_for_estimating_null_allele_frequencies_/179170", "title"=>"Primer sequences of four nested EPIC PCR markers used for screening <i>H. armigera</i> populations for estimating null allele frequencies.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2013-02-19 17:10:18"}
  • {"files"=>["https://ndownloader.figshare.com/files/508560"], "description"=>"<p><i>P-</i>values obtained after 1,560 permutations. Values in bold are significant at <i>P</i><0.00064 after sequential Bonferroni correction. Geographic regions are northern India (NI), central India (CI), and southern India (SI).</p>", "links"=>[], "tags"=>["populations", "cropping", "seasons"], "article_id"=>179055, "categories"=>["Biotechnology", "Ecology", "Genetics", "Plant Biology", "Evolutionary Biology"], "users"=>["Gajanan Tryambak Behere", "Wee Tek Tay", "Derek Alan Russell", "Keshav Raj Kranthi", "Philip Batterham"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0053448.t005", "stats"=>{"downloads"=>0, "page_views"=>36, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Pair_wise_F_ST_values_below_diagonal_and_associated_P_values_above_diagonal_for_H_armigera_populations_collected_from_cotton_during_cropping_seasons_2_2005_2006_and_3_2006_2007_/179055", "title"=>"Pair-wise <i>F</i><sub>ST</sub> values (below diagonal) and associated <i>P</i>-values (above diagonal) for <i>H. armigera</i> populations collected from cotton during cropping seasons 2 (2005–2006) and 3 (2006–2007).", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2013-02-19 17:09:45"}
  • {"files"=>["https://ndownloader.figshare.com/files/508288"], "description"=>"<p>Bar graph of <i>K</i> = 4 for all individuals from 23 populations collected across three sampling years from either cotton or food crop plant hosts are shown. Locations and populations are as in <a href=\"http://www.plosone.org/article/info:doi/10.1371/journal.pone.0053448#pone-0053448-g001\" target=\"_blank\">Fig. 1</a> and <a href=\"http://www.plosone.org/article/info:doi/10.1371/journal.pone.0053448#pone-0053448-t001\" target=\"_blank\">Table 1</a>, Indian agricultural regions are northern Indian (NI), central India (CI) and southern Indian (SI).</p>", "links"=>[], "tags"=>["inferred", "bayesian", "clustering", "algorithm", "implemented"], "article_id"=>178781, "categories"=>["Biotechnology", "Ecology", "Genetics", "Plant Biology", "Evolutionary Biology"], "users"=>["Gajanan Tryambak Behere", "Wee Tek Tay", "Derek Alan Russell", "Keshav Raj Kranthi", "Philip Batterham"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0053448.g003", "stats"=>{"downloads"=>1, "page_views"=>16, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Helicoverpa_armigera_population_structure_as_inferred_using_the_Bayesian_clustering_algorithm_implemented_in_the_program_S_tructure_2_3_/178781", "title"=>"<i>Helicoverpa armigera</i> population structure as inferred using the Bayesian clustering algorithm implemented in the program Structure 2.3.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-02-19 17:08:21"}
  • {"files"=>["https://ndownloader.figshare.com/files/508591"], "description"=>"<p>Values in bold are significant at <i>P</i><0.0013 after sequential Bonferroni correction; sampling regions are (NI) northern India, (CI) central India, and (SI) southern India.</p>", "links"=>[], "tags"=>["720", "populations", "crops", "chickpea", "pigeonpea"], "article_id"=>179086, "categories"=>["Biotechnology", "Ecology", "Genetics", "Plant Biology", "Evolutionary Biology"], "users"=>["Gajanan Tryambak Behere", "Wee Tek Tay", "Derek Alan Russell", "Keshav Raj Kranthi", "Philip Batterham"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0053448.t006", "stats"=>{"downloads"=>3, "page_views"=>40, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Pair_wise_F_ST_values_below_diagonal_and_associated_P_values_above_diagonal_values_obtained_from_720_permutations_for_Helicoverpa_armigera_populations_collected_from_food_crops_eggplant_ep_chickpea_cp_and_pigeonpea_pp_/179086", "title"=>"Pair-wise <i>F</i><sub>ST</sub> values (below diagonal) and associated <i>P</i>-values (above diagonal, values obtained from 720 permutations) for <i>Helicoverpa armigera</i> populations collected from food crops (eggplant (ep), chickpea (cp) and pigeonpea (pp)).", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2013-02-19 17:09:55"}
  • {"files"=>["https://ndownloader.figshare.com/files/508124"], "description"=>"<p>Sampling locations in India.</p>", "links"=>[], "tags"=>["locations"], "article_id"=>178617, "categories"=>["Biotechnology", "Ecology", "Genetics", "Plant Biology", "Evolutionary Biology"], "users"=>["Gajanan Tryambak Behere", "Wee Tek Tay", "Derek Alan Russell", "Keshav Raj Kranthi", "Philip Batterham"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0053448.g001", "stats"=>{"downloads"=>2, "page_views"=>39, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Sampling_locations_in_India_/178617", "title"=>"Sampling locations in India.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-02-19 17:07:22"}

PMC Usage Stats | Further Information

  • {"unique-ip"=>"9", "full-text"=>"10", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"1"}
  • {"unique-ip"=>"19", "full-text"=>"18", "pdf"=>"7", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"3"}
  • {"unique-ip"=>"26", "full-text"=>"26", "pdf"=>"10", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"2"}
  • {"unique-ip"=>"13", "full-text"=>"14", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"4"}
  • {"unique-ip"=>"10", "full-text"=>"10", "pdf"=>"4", "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"=>"7", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"6"}
  • {"unique-ip"=>"11", "full-text"=>"13", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"7"}
  • {"unique-ip"=>"3", "full-text"=>"3", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"8"}
  • {"unique-ip"=>"6", "full-text"=>"6", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"9"}
  • {"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"=>"2013", "month"=>"10"}
  • {"unique-ip"=>"15", "full-text"=>"14", "pdf"=>"10", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"11"}
  • {"unique-ip"=>"17", "full-text"=>"19", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"12"}
  • {"unique-ip"=>"18", "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"=>"1"}
  • {"unique-ip"=>"7", "full-text"=>"7", "pdf"=>"1", "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"=>"9", "pdf"=>"8", "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"=>"11", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"5"}
  • {"unique-ip"=>"13", "full-text"=>"22", "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"=>"6", "full-text"=>"7", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"4"}
  • {"unique-ip"=>"14", "full-text"=>"18", "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"=>"13", "full-text"=>"15", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"5"}
  • {"unique-ip"=>"15", "full-text"=>"19", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"6"}
  • {"unique-ip"=>"26", "full-text"=>"24", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"7"}
  • {"unique-ip"=>"27", "full-text"=>"28", "pdf"=>"9", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"3"}
  • {"unique-ip"=>"19", "full-text"=>"25", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"2"}
  • {"unique-ip"=>"27", "full-text"=>"28", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"8"}
  • {"unique-ip"=>"17", "full-text"=>"17", "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"=>"12", "full-text"=>"10", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"10"}
  • {"unique-ip"=>"6", "full-text"=>"8", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"7"}
  • {"unique-ip"=>"13", "full-text"=>"12", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"8"}
  • {"unique-ip"=>"8", "full-text"=>"5", "pdf"=>"7", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"9"}
  • {"unique-ip"=>"13", "full-text"=>"8", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"10"}
  • {"unique-ip"=>"20", "full-text"=>"21", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"2"}
  • {"unique-ip"=>"13", "full-text"=>"10", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"11"}
  • {"unique-ip"=>"8", "full-text"=>"6", "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"=>"13", "full-text"=>"12", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"1"}
  • {"unique-ip"=>"14", "full-text"=>"15", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2015", "month"=>"11"}
  • {"unique-ip"=>"10", "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"=>"12"}
  • {"unique-ip"=>"12", "full-text"=>"11", "pdf"=>"6", "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"=>"7", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"3"}
  • {"unique-ip"=>"15", "full-text"=>"14", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"4"}
  • {"unique-ip"=>"12", "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"=>"5"}
  • {"unique-ip"=>"9", "full-text"=>"8", "pdf"=>"3", "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"=>"12", "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"=>"6", "full-text"=>"5", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"8"}
  • {"unique-ip"=>"17", "full-text"=>"20", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"9"}
  • {"unique-ip"=>"7", "full-text"=>"7", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"10"}
  • {"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"=>"2016", "month"=>"11"}
  • {"unique-ip"=>"12", "full-text"=>"14", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"12"}
  • {"unique-ip"=>"21", "full-text"=>"17", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"1"}
  • {"unique-ip"=>"15", "full-text"=>"15", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"2"}
  • {"unique-ip"=>"6", "full-text"=>"7", "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"=>"6", "full-text"=>"8", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"4"}
  • {"unique-ip"=>"15", "full-text"=>"18", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"5"}
  • {"unique-ip"=>"10", "full-text"=>"12", "pdf"=>"1", "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"=>"9", "pdf"=>"2", "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"=>"5", "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"=>"27", "full-text"=>"21", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"9"}
  • {"unique-ip"=>"6", "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"=>"10"}
  • {"unique-ip"=>"6", "full-text"=>"6", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"11"}
  • {"unique-ip"=>"6", "full-text"=>"10", "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"=>"1", "full-text"=>"2", "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"=>"4", "full-text"=>"5", "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"=>"15", "full-text"=>"21", "pdf"=>"3", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"1"}
  • {"unique-ip"=>"8", "full-text"=>"8", "pdf"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"4"}
  • {"unique-ip"=>"10", "full-text"=>"10", "pdf"=>"4", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"5"}
  • {"unique-ip"=>"9", "full-text"=>"10", "pdf"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"6"}
  • {"unique-ip"=>"12", "full-text"=>"10", "pdf"=>"4", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"7"}
  • {"unique-ip"=>"8", "full-text"=>"10", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"10"}
  • {"unique-ip"=>"9", "full-text"=>"10", "pdf"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"8"}
  • {"unique-ip"=>"15", "full-text"=>"16", "pdf"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"12"}
  • {"unique-ip"=>"10", "full-text"=>"9", "pdf"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"11"}
  • {"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"=>"12", "full-text"=>"16", "pdf"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"2"}
  • {"unique-ip"=>"14", "full-text"=>"16", "pdf"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"3"}
  • {"unique-ip"=>"10", "full-text"=>"9", "pdf"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"4"}
  • {"unique-ip"=>"16", "full-text"=>"16", "pdf"=>"3", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"5"}
  • {"unique-ip"=>"6", "full-text"=>"8", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"8"}
  • {"unique-ip"=>"10", "full-text"=>"10", "pdf"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"9"}
  • {"unique-ip"=>"24", "full-text"=>"27", "pdf"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"10"}
  • {"unique-ip"=>"11", "full-text"=>"8", "pdf"=>"4", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"12"}
  • {"unique-ip"=>"10", "full-text"=>"10", "pdf"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2020", "month"=>"2"}
  • {"unique-ip"=>"14", "full-text"=>"16", "pdf"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2020", "month"=>"3"}
  • {"unique-ip"=>"11", "full-text"=>"10", "pdf"=>"5", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2020", "month"=>"4"}
  • {"unique-ip"=>"18", "full-text"=>"21", "pdf"=>"4", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2020", "month"=>"5"}
  • {"unique-ip"=>"9", "full-text"=>"9", "pdf"=>"4", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2020", "month"=>"6"}
  • {"unique-ip"=>"12", "full-text"=>"16", "pdf"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2020", "month"=>"7"}
  • {"unique-ip"=>"4", "full-text"=>"3", "pdf"=>"3", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2020", "month"=>"8"}

Relative Metric

{"start_date"=>"2013-01-01T00:00:00Z", "end_date"=>"2013-12-31T00:00:00Z", "subject_areas"=>[{"subject_area"=>"/Biology and life sciences", "average_usage"=>[269, 466, 588, 697, 800, 896, 988, 1076, 1165, 1254, 1340, 1417]}, {"subject_area"=>"/Biology and life sciences/Agriculture", "average_usage"=>[241, 422, 551, 659, 765, 866, 954, 1043, 1142, 1235, 1311, 1397, 1462]}, {"subject_area"=>"/Biology and life sciences/Genetics", "average_usage"=>[284, 491, 620, 738, 843, 945, 1043, 1137, 1225, 1315, 1400, 1479, 1555]}, {"subject_area"=>"/Biology and life sciences/Plant science", "average_usage"=>[269, 451, 577, 699, 812, 922, 1019, 1126, 1225, 1309, 1404, 1493, 1563]}, {"subject_area"=>"/Earth sciences", "average_usage"=>[296, 488, 620, 717, 828, 938, 1038, 1130, 1230, 1328, 1414, 1502, 1592]}, {"subject_area"=>"/Earth sciences/Geography", "average_usage"=>[285, 472, 614, 714, 817, 928, 1028, 1122, 1225, 1327, 1410, 1482, 1549]}]}
Loading … Spinner
There are currently no alerts