Identification of Scleractinian Coral Recruits Using Fluorescent Censusing and DNA Barcoding Techniques
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{"title"=>"Identification of scleractinian coral recruits using fluorescent censusing and DNA barcoding techniques", "type"=>"journal", "authors"=>[{"first_name"=>"Chia Min", "last_name"=>"Hsu", "scopus_author_id"=>"54385471400"}, {"first_name"=>"Stéphane", "last_name"=>"De Palmas", "scopus_author_id"=>"53163414200"}, {"first_name"=>"Chao Yang", "last_name"=>"Kuo", "scopus_author_id"=>"37761564800"}, {"first_name"=>"Vianney", "last_name"=>"Denis", "scopus_author_id"=>"17434060100"}, {"first_name"=>"Chaolun Allen", "last_name"=>"Chen", "scopus_author_id"=>"35232695600"}], "year"=>2014, "source"=>"PLoS ONE", "identifiers"=>{"pui"=>"608758777", "issn"=>"19326203", "isbn"=>"1002901146", "doi"=>"10.1371/journal.pone.0107366", "scopus"=>"2-s2.0-84944931028", "pmid"=>"25211345", "sgr"=>"84944931028"}, "id"=>"18e0800a-7ec1-3fd9-a5ca-e38368081e9e", "abstract"=>"The identification of coral recruits has been problematic due to a lack of definitive morphological characters being available for higher taxonomic resolution. In this study, we tested whether fluorescent detection of coral recruits used in combinations of different DNA-barcoding markers (cytochrome oxidase I gene [COI], open reading frame [ORF], and nuclear Pax-C intron [PaxC]) could be useful for increasing the resolution of coral spat identification in ecological studies. One hundred and fifty settlement plates were emplaced at nine sites on the fringing reefs of Kenting National Park in southern Taiwan between April 2011 and September 2012. A total of 248 living coral spats and juveniles (with basal areas ranging from 0.21 to 134.57 mm(2)) were detected on the plates with the aid of fluorescent light and collected for molecular analyses. Using the COI DNA barcoding technique, 90.3% (224/248) of coral spats were successfully identified into six genera, including Acropora, Isopora, Montipora, Pocillopora, Porites, and Pavona. PaxC further separated I. cuneata and I. palifera of Isopora from Acropora, and ORF successfully identified the species of Pocillopora (except P. meandrina and P. eydouxi). Moreover, other cnidarian species such as actinarians, zoanthids, and Millepora species were visually found using fluorescence and identified by COI DNA barcoding. This combination of existing approaches greatly improved the taxonomic resolution of early coral life stages, which to date has been mainly limited to the family level based on skeletal identification. Overall, this study suggests important improvements for the identification of coral recruits in ecological studies.", "link"=>"http://www.mendeley.com/research/identification-scleractinian-coral-recruits-using-fluorescent-censusing-dna-barcoding-techniques", "reader_count"=>64, "reader_count_by_academic_status"=>{"Unspecified"=>1, "Professor > Associate Professor"=>2, "Researcher"=>13, "Student > Doctoral Student"=>3, "Student > Ph. D. Student"=>11, "Student > Postgraduate"=>6, "Student > Master"=>18, "Student > Bachelor"=>7, "Lecturer > Senior Lecturer"=>2, "Professor"=>1}, "reader_count_by_user_role"=>{"Unspecified"=>1, "Professor > Associate Professor"=>2, "Researcher"=>13, "Student > Doctoral Student"=>3, "Student > Ph. D. Student"=>11, "Student > Postgraduate"=>6, "Student > Master"=>18, "Student > Bachelor"=>7, "Lecturer > Senior Lecturer"=>2, "Professor"=>1}, "reader_count_by_subject_area"=>{"Engineering"=>1, "Unspecified"=>4, "Environmental Science"=>15, "Biochemistry, Genetics and Molecular Biology"=>4, "Agricultural and Biological Sciences"=>37, "Medicine and Dentistry"=>1, "Earth and Planetary Sciences"=>2}, "reader_count_by_subdiscipline"=>{"Engineering"=>{"Engineering"=>1}, "Medicine and Dentistry"=>{"Medicine and Dentistry"=>1}, "Earth and Planetary Sciences"=>{"Earth and Planetary Sciences"=>2}, "Agricultural and Biological Sciences"=>{"Agricultural and Biological Sciences"=>37}, "Biochemistry, Genetics and Molecular Biology"=>{"Biochemistry, Genetics and Molecular Biology"=>4}, "Unspecified"=>{"Unspecified"=>4}, "Environmental Science"=>{"Environmental Science"=>15}}, "reader_count_by_country"=>{"Brazil"=>1, "South Africa"=>1, "Kenya"=>1}, "group_count"=>1}

Scopus | Further Information

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Figshare

  • {"files"=>["https://ndownloader.figshare.com/files/1673461"], "description"=>"<p>All sizes found in this study were successfully identified with COI barcoding, except those <10 mm<sup>2</sup>, which had an 86.7% (157/181) identification rate. The bar chart represents the number of spats and the dot with blue line represents the identification rates for different sizes.</p>", "links"=>[], "tags"=>["pocillopora", "combination", "taxonomic resolution", "COI DNA barcoding", "identification", "DNA Barcoding Techniques", "orf", "Acropora", "paxc", "spat", "recruit", "COI DNA barcoding technique", "Scleractinian Coral Recruits", "species", "Isopora", "Kenting National Park"], "article_id"=>1168576, "categories"=>["Uncategorised"], "users"=>["Chia-Min Hsu", "Stéphane De Palmas", "Chao-Yang Kuo", "Vianney Denis", "Chaolun Allen Chen"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0107366.g003", "stats"=>{"downloads"=>1, "page_views"=>11, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Efficiency_of_COI_barcoding_on_spats_of_different_sizes_/1168576", "title"=>"Efficiency of COI barcoding on spats of different sizes.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2014-09-11 03:14:56"}
  • {"files"=>["https://ndownloader.figshare.com/files/1673442"], "description"=>"<p>The number of retrieved plates is indicated in parentheses. Abbreviations of sites: WLT, Wanlitung; HC, Hungchai; LDS, Leidashih; OL, outlet of warm water discharge from nuclear power plant; HBH, Hobihu; TS, Tiaoshi; TZB, Tantzei Bay; SJW, Shinjaowan; LK, Longkeng.</p>", "links"=>[], "tags"=>["pocillopora", "combination", "taxonomic resolution", "COI DNA barcoding", "identification", "DNA Barcoding Techniques", "orf", "Acropora", "paxc", "spat", "recruit", "COI DNA barcoding technique", "Scleractinian Coral Recruits", "species", "Isopora", "Kenting National Park"], "article_id"=>1168557, "categories"=>["Uncategorised"], "users"=>["Chia-Min Hsu", "Stéphane De Palmas", "Chao-Yang Kuo", "Vianney Denis", "Chaolun Allen Chen"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0107366.g001", "stats"=>{"downloads"=>0, "page_views"=>10, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Map_of_study_sites_in_southern_Taiwan_/1168557", "title"=>"Map of study sites in southern Taiwan.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2014-09-11 03:14:56"}
  • {"files"=>["https://ndownloader.figshare.com/files/1673456"], "description"=>"<p>(A) Normal image of coral spats on plate; (B) fluorescent image of coral spats on plate; and (C) different early life stages of settled <i>Pocillopora</i> corals.</p>", "links"=>[], "tags"=>["pocillopora", "combination", "taxonomic resolution", "COI DNA barcoding", "identification", "DNA Barcoding Techniques", "orf", "Acropora", "paxc", "spat", "recruit", "COI DNA barcoding technique", "Scleractinian Coral Recruits", "species", "Isopora", "Kenting National Park"], "article_id"=>1168571, "categories"=>["Uncategorised"], "users"=>["Chia-Min Hsu", "Stéphane De Palmas", "Chao-Yang Kuo", "Vianney Denis", "Chaolun Allen Chen"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0107366.g002", "stats"=>{"downloads"=>5, "page_views"=>82, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Coral_spat_settled_on_recruitment_plates_/1168571", "title"=>"Coral spat settled on recruitment plates.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2014-09-11 03:14:56"}
  • {"files"=>["https://ndownloader.figshare.com/files/1673470"], "description"=>"<p>*: Application with molecular analysis.</p><p>Lowest levels of coral recruit taxonomic identification in the literature.</p>", "links"=>[], "tags"=>["pocillopora", "combination", "taxonomic resolution", "COI DNA barcoding", "identification", "DNA Barcoding Techniques", "orf", "Acropora", "paxc", "spat", "recruit", "COI DNA barcoding technique", "Scleractinian Coral Recruits", "species", "Isopora", "Kenting National Park"], "article_id"=>1168585, "categories"=>["Uncategorised"], "users"=>["Chia-Min Hsu", "Stéphane De Palmas", "Chao-Yang Kuo", "Vianney Denis", "Chaolun Allen Chen"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0107366.t001", "stats"=>{"downloads"=>6, "page_views"=>11, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Lowest_levels_of_coral_recruit_taxonomic_identification_in_the_literature_/1168585", "title"=>"Lowest levels of coral recruit taxonomic identification in the literature.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2014-09-11 03:14:56"}
  • {"files"=>["https://ndownloader.figshare.com/files/1673469"], "description"=>"<p>(A) Site recruitment rate ranking (from the highest to lowest). Error bars represent the standard error (SE). (B) Recruitment composition was identified by COI sequences among sites.</p>", "links"=>[], "tags"=>["pocillopora", "combination", "taxonomic resolution", "COI DNA barcoding", "identification", "DNA Barcoding Techniques", "orf", "Acropora", "paxc", "spat", "recruit", "COI DNA barcoding technique", "Scleractinian Coral Recruits", "species", "Isopora", "Kenting National Park"], "article_id"=>1168584, "categories"=>["Uncategorised"], "users"=>["Chia-Min Hsu", "Stéphane De Palmas", "Chao-Yang Kuo", "Vianney Denis", "Chaolun Allen Chen"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0107366.g007", "stats"=>{"downloads"=>0, "page_views"=>5, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Recruitment_among_study_sites_/1168584", "title"=>"Recruitment among study sites.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2014-09-11 03:14:56"}
  • {"files"=>["https://ndownloader.figshare.com/files/1673467"], "description"=>"<p>Neighbor-joining tree of ORF sequence constructed by Tamura 92 model with sequences from <a href=\"http://www.plosone.org/article/info:doi/10.1371/journal.pone.0107366#pone.0107366-Flot1\" target=\"_blank\">[51]</a> and <a href=\"http://www.plosone.org/article/info:doi/10.1371/journal.pone.0107366#pone.0107366-SchmidtRoach2\" target=\"_blank\">[53]</a> (personal communication). Samples from different sites and numbers in parentheses labeled in bold were discovered from the settlement plate in this study. There are four mitochondrial haplotypes (alpha, beta, gamma, and epsilon) found in <i>P. damicornis</i>.</p>", "links"=>[], "tags"=>["pocillopora", "combination", "taxonomic resolution", "COI DNA barcoding", "identification", "DNA Barcoding Techniques", "orf", "Acropora", "paxc", "spat", "recruit", "COI DNA barcoding technique", "Scleractinian Coral Recruits", "species", "Isopora", "Kenting National Park"], "article_id"=>1168582, "categories"=>["Uncategorised"], "users"=>["Chia-Min Hsu", "Stéphane De Palmas", "Chao-Yang Kuo", "Vianney Denis", "Chaolun Allen Chen"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0107366.g006", "stats"=>{"downloads"=>0, "page_views"=>9, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_NJ_tree_of_the_mitochondrial_ORF_sequence_of_Pocillopora_/1168582", "title"=>"NJ tree of the mitochondrial ORF sequence of <i>Pocillopora</i>.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2014-09-11 03:14:56"}
  • {"files"=>["https://ndownloader.figshare.com/files/1673463"], "description"=>"<p>Neighbor-joining tree of mitochondrial COI sequence constructed by Tamura three-parameter model with 1000 bootstrap replications. The genus with its sample number in parentheses labeled in bold was discovered from a settlement plate in this study. All other generic sequences were obtained from the database of the Barcode of Life (<a href=\"http://www.barcodeoflife.org\" target=\"_blank\">www.barcodeoflife.org</a>).</p>", "links"=>[], "tags"=>["pocillopora", "combination", "taxonomic resolution", "COI DNA barcoding", "identification", "DNA Barcoding Techniques", "orf", "Acropora", "paxc", "spat", "recruit", "COI DNA barcoding technique", "Scleractinian Coral Recruits", "species", "Isopora", "Kenting National Park"], "article_id"=>1168578, "categories"=>["Uncategorised"], "users"=>["Chia-Min Hsu", "Stéphane De Palmas", "Chao-Yang Kuo", "Vianney Denis", "Chaolun Allen Chen"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0107366.g004", "stats"=>{"downloads"=>0, "page_views"=>11, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_NJ_tree_of_scleractinian_COI_sequences_/1168578", "title"=>"NJ tree of scleractinian COI sequences.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2014-09-11 03:14:56"}
  • {"files"=>["https://ndownloader.figshare.com/files/1673472"], "description"=>"<p>Spat number for different genera is listed. The order of sites was based on the recruitment rate per plate from the highest to lowest. Abbreviations of sites are as described in <a href=\"http://www.plosone.org/article/info:doi/10.1371/journal.pone.0107366#pone-0107366-t002\" target=\"_blank\">Table 2</a>.</p>a<p>number of spat collected per retrieved plate</p>b<p>number of coral spat identified from collected spats (<i>e.g</i>., total 263: misidentified 6, other cnidarians 9  =  248, identified spat 224, collected spat 248  =  0.903)</p><p>Detailed information regarding the number of plates deposited/retrieved, number of spats collected/identified, number of identified spats from different genera, and recruitment rate/identification rate per plate at all sites.</p>", "links"=>[], "tags"=>["pocillopora", "combination", "taxonomic resolution", "COI DNA barcoding", "identification", "DNA Barcoding Techniques", "orf", "Acropora", "paxc", "spat", "recruit", "COI DNA barcoding technique", "Scleractinian Coral Recruits", "species", "Isopora", "Kenting National Park"], "article_id"=>1168587, "categories"=>["Uncategorised"], "users"=>["Chia-Min Hsu", "Stéphane De Palmas", "Chao-Yang Kuo", "Vianney Denis", "Chaolun Allen Chen"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0107366.t003", "stats"=>{"downloads"=>4, "page_views"=>8, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Detailed_information_regarding_the_number_of_plates_deposited_retrieved_number_of_spats_collected_identified_number_of_identified_spats_from_different_genera_and_recruitment_rate_identification_rate_per_plate_at_all_sites_/1168587", "title"=>"Detailed information regarding the number of plates deposited/retrieved, number of spats collected/identified, number of identified spats from different genera, and recruitment rate/identification rate per plate at all sites.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2014-09-11 03:14:56"}
  • {"files"=>["https://ndownloader.figshare.com/files/1673471"], "description"=>"<p>Adult coverage survey in 2010-2011 and recruit survey in 2011–2012. Abbreviations of sites: WLT, Wanlitung; HC, Hungchai; LDS, Leidashih; OL, outlet of warm water discharge from a nuclear power plant; HBH, Hobihu; TS, Tiaoshi; TZB, Tantzei Bay; SJW, Shinjaowan; and LK, Longkeng.</p>a<p>overall recruitment rate, number of spats per plate</p>b<p>overall recruitment rate, number of spats per square meter</p>c<p>adult survey is ∼50 m away from plates</p><p>Recruitment rate and coral coverage among study sites.</p>", "links"=>[], "tags"=>["pocillopora", "combination", "taxonomic resolution", "COI DNA barcoding", "identification", "DNA Barcoding Techniques", "orf", "Acropora", "paxc", "spat", "recruit", "COI DNA barcoding technique", "Scleractinian Coral Recruits", "species", "Isopora", "Kenting National Park"], "article_id"=>1168586, "categories"=>["Uncategorised"], "users"=>["Chia-Min Hsu", "Stéphane De Palmas", "Chao-Yang Kuo", "Vianney Denis", "Chaolun Allen Chen"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0107366.t002", "stats"=>{"downloads"=>5, "page_views"=>15, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Recruitment_rate_and_coral_coverage_among_study_sites_/1168586", "title"=>"Recruitment rate and coral coverage among study sites.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2014-09-11 03:14:56"}
  • {"files"=>["https://ndownloader.figshare.com/files/1673465"], "description"=>"<p>(A) Neighbor-joining tree of PaxC constructed by Tamura three-parameter model with 1000 bootstrap replications. The sequences of coral spat and reference corals in this study are labeled in bold and filled squares, respectively. All other PaxC sequences are from reference <a href=\"http://www.plosone.org/article/info:doi/10.1371/journal.pone.0107366#pone.0107366-Richards1\" target=\"_blank\">[67]</a>.</p>", "links"=>[], "tags"=>["pocillopora", "combination", "taxonomic resolution", "COI DNA barcoding", "identification", "DNA Barcoding Techniques", "orf", "Acropora", "paxc", "spat", "recruit", "COI DNA barcoding technique", "Scleractinian Coral Recruits", "species", "Isopora", "Kenting National Park"], "article_id"=>1168580, "categories"=>["Uncategorised"], "users"=>["Chia-Min Hsu", "Stéphane De Palmas", "Chao-Yang Kuo", "Vianney Denis", "Chaolun Allen Chen"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0107366.g005", "stats"=>{"downloads"=>2, "page_views"=>17, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_NJ_tree_of_PaxC_sequences_for_Acropora_Isopora_identification_/1168580", "title"=>"NJ tree of PaxC sequences for <i>Acropora</i>/<i>Isopora</i> identification.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2014-09-11 03:14:56"}

PMC Usage Stats | Further Information

  • {"unique-ip"=>"38", "full-text"=>"48", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"4"}
  • {"unique-ip"=>"36", "full-text"=>"48", "pdf"=>"8", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"7", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"5"}
  • {"unique-ip"=>"36", "full-text"=>"40", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"6"}
  • {"unique-ip"=>"23", "full-text"=>"20", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"5", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"7"}
  • {"unique-ip"=>"28", "full-text"=>"14", "pdf"=>"21", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"3"}
  • {"unique-ip"=>"21", "full-text"=>"18", "pdf"=>"176", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"2"}
  • {"unique-ip"=>"10", "full-text"=>"11", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"8"}
  • {"unique-ip"=>"18", "full-text"=>"20", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"9"}
  • {"unique-ip"=>"7", "full-text"=>"8", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"10"}
  • {"unique-ip"=>"10", "full-text"=>"8", "pdf"=>"8", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"9"}
  • {"unique-ip"=>"15", "full-text"=>"8", "pdf"=>"8", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"1"}
  • {"unique-ip"=>"14", "full-text"=>"15", "pdf"=>"10", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"10"}
  • {"unique-ip"=>"8", "full-text"=>"7", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"2"}
  • {"unique-ip"=>"19", "full-text"=>"15", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"11", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"11"}
  • {"unique-ip"=>"7", "full-text"=>"6", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"12"}
  • {"unique-ip"=>"12", "full-text"=>"13", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"1"}
  • {"unique-ip"=>"25", "full-text"=>"18", "pdf"=>"15", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"2", "year"=>"2015", "month"=>"11"}
  • {"unique-ip"=>"10", "full-text"=>"7", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"12"}
  • {"unique-ip"=>"13", "full-text"=>"12", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"3"}
  • {"unique-ip"=>"10", "full-text"=>"12", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"4"}
  • {"unique-ip"=>"12", "full-text"=>"14", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"5"}
  • {"unique-ip"=>"3", "full-text"=>"0", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"6"}
  • {"unique-ip"=>"4", "full-text"=>"3", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"7"}
  • {"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"=>"8"}
  • {"unique-ip"=>"5", "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"=>"9"}
  • {"unique-ip"=>"6", "full-text"=>"5", "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"=>"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"=>"11"}
  • {"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"=>"2016", "month"=>"12"}
  • {"unique-ip"=>"6", "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"=>"1"}
  • {"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"=>"2017", "month"=>"2"}
  • {"unique-ip"=>"9", "full-text"=>"10", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"3"}
  • {"unique-ip"=>"7", "full-text"=>"7", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"4"}
  • {"unique-ip"=>"9", "full-text"=>"9", "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"=>"11", "full-text"=>"12", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"6"}
  • {"unique-ip"=>"5", "full-text"=>"7", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"7"}
  • {"unique-ip"=>"9", "full-text"=>"10", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"8"}
  • {"unique-ip"=>"15", "full-text"=>"14", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"9"}
  • {"unique-ip"=>"9", "full-text"=>"9", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"10"}
  • {"unique-ip"=>"12", "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"=>"11"}
  • {"unique-ip"=>"5", "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"=>"12"}
  • {"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"=>"2018", "month"=>"1"}
  • {"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"=>"2018", "month"=>"3"}
  • {"unique-ip"=>"10", "full-text"=>"14", "pdf"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"1"}
  • {"unique-ip"=>"15", "full-text"=>"16", "pdf"=>"5", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"11"}
  • {"unique-ip"=>"18", "full-text"=>"11", "pdf"=>"3", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"7", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"4"}
  • {"unique-ip"=>"7", "full-text"=>"8", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"5"}
  • {"unique-ip"=>"7", "full-text"=>"9", "pdf"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"6"}
  • {"unique-ip"=>"8", "full-text"=>"9", "pdf"=>"4", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"7"}
  • {"unique-ip"=>"19", "full-text"=>"23", "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"=>"12", "pdf"=>"3", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"8"}
  • {"unique-ip"=>"12", "full-text"=>"13", "pdf"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"10"}
  • {"unique-ip"=>"5", "full-text"=>"5", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"9"}
  • {"unique-ip"=>"9", "full-text"=>"9", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"2"}
  • {"unique-ip"=>"22", "full-text"=>"26", "pdf"=>"6", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"3"}
  • {"unique-ip"=>"14", "full-text"=>"15", "pdf"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"4"}
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