A Comparison of the Seasonal Movements of Tiger Sharks and Green Turtles Provides Insight into Their Predator-Prey Relationship
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{"title"=>"A Comparison of the Seasonal Movements of Tiger Sharks and Green Turtles Provides Insight into Their Predator-Prey Relationship", "type"=>"journal", "authors"=>[{"first_name"=>"Richard", "last_name"=>"Fitzpatrick", "scopus_author_id"=>"36061566200"}, {"first_name"=>"Michele", "last_name"=>"Thums", "scopus_author_id"=>"8361775600"}, {"first_name"=>"Ian", "last_name"=>"Bell", "scopus_author_id"=>"7101902989"}, {"first_name"=>"Mark G.", "last_name"=>"Meekan", "scopus_author_id"=>"6701849401"}, {"first_name"=>"John D.", "last_name"=>"Stevens", "scopus_author_id"=>"7403175321"}, {"first_name"=>"Adam", "last_name"=>"Barnett", "scopus_author_id"=>"36184439100"}], "year"=>2012, "source"=>"PLoS ONE", "identifiers"=>{"issn"=>"19326203", "scopus"=>"2-s2.0-84871349111", "pui"=>"366299742", "doi"=>"10.1371/journal.pone.0051927", "isbn"=>"1932-6203", "sgr"=>"84871349111", "pmid"=>"23284819"}, "id"=>"09349f9d-1986-3977-bde8-1ef8896647f9", "abstract"=>"During the reproductive season, sea turtles use a restricted area in the vicinity of their nesting beaches, making them vulnerable to predation. At Raine Island (Australia), the highest density green turtle Chelonia mydas rookery in the world, tiger sharks Galeocerdo cuvier have been observed to feed on green turtles, and it has been suggested that they may specialise on such air-breathing prey. However there is little information with which to examine this hypothesis. We compared the spatial and temporal components of movement behaviour of these two potentially interacting species in order to provide insight into the predator-prey relationship. Specifically, we tested the hypothesis that tiger shark movements are more concentrated at Raine Island during the green turtle nesting season than outside the turtle nesting season when turtles are not concentrated at Raine Island. Turtles showed area-restricted search behaviour around Raine Island for ∼3–4 months during the nesting period (November–February). This was followed by direct movement (transit) to putative foraging grounds mostly in the Torres Straight where they switched to area-restricted search mode again, and remained resident for the remainder of the deployment (53–304 days). In contrast, tiger sharks displayed high spatial and temporal variation in movement behaviour which was not closely linked to the movement behaviour of green turtles or recognised turtle foraging grounds. On average, tiger sharks were concentrated around Raine Island throughout the year. While information on diet is required to determine whether tiger sharks are turtle specialists our results support the hypothesis that they target this predictable and plentiful prey during turtle nesting season, but they might not focus on this less predictable food source outside the nesting season.", "link"=>"http://www.mendeley.com/research/comparison-seasonal-movements-tiger-sharks-green-turtles-provides-insight-predatorprey-relationship", "reader_count"=>90, "reader_count_by_academic_status"=>{"Unspecified"=>4, "Professor > Associate Professor"=>1, "Librarian"=>1, "Researcher"=>19, "Student > Doctoral Student"=>6, "Student > Ph. D. Student"=>18, "Student > Postgraduate"=>1, "Student > Master"=>23, "Other"=>3, "Student > Bachelor"=>12, "Lecturer"=>1, "Professor"=>1}, "reader_count_by_user_role"=>{"Unspecified"=>4, "Professor > Associate Professor"=>1, "Librarian"=>1, "Researcher"=>19, "Student > Doctoral Student"=>6, "Student > Ph. D. Student"=>18, "Student > Postgraduate"=>1, "Student > Master"=>23, "Other"=>3, "Student > Bachelor"=>12, "Lecturer"=>1, "Professor"=>1}, "reader_count_by_subject_area"=>{"Unspecified"=>8, "Environmental Science"=>12, "Mathematics"=>1, "Agricultural and Biological Sciences"=>58, "Medicine and Dentistry"=>1, "Physics and Astronomy"=>3, "Social Sciences"=>1, "Earth and Planetary Sciences"=>6}, "reader_count_by_subdiscipline"=>{"Medicine and Dentistry"=>{"Medicine and Dentistry"=>1}, "Social Sciences"=>{"Social Sciences"=>1}, "Physics and Astronomy"=>{"Physics and Astronomy"=>3}, "Earth and Planetary Sciences"=>{"Earth and Planetary Sciences"=>6}, "Agricultural and Biological Sciences"=>{"Agricultural and Biological Sciences"=>58}, "Mathematics"=>{"Mathematics"=>1}, "Unspecified"=>{"Unspecified"=>8}, "Environmental Science"=>{"Environmental Science"=>12}}, "reader_count_by_country"=>{"Argentina"=>1, "United States"=>2, "Japan"=>1, "United Kingdom"=>1, "South Africa"=>1, "Chile"=>1, "Australia"=>2, "Kenya"=>1, "Spain"=>2}, "group_count"=>3}

Scopus | Further Information

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Figshare

  • {"files"=>["https://ndownloader.figshare.com/files/283179"], "description"=>"<div><p>During the reproductive season, sea turtles use a restricted area in the vicinity of their nesting beaches, making them vulnerable to predation. At Raine Island (Australia), the highest density green turtle <em>Chelonia mydas</em> rookery in the world, tiger sharks <em>Galeocerdo cuvier</em> have been observed to feed on green turtles, and it has been suggested that they may specialise on such air-breathing prey. However there is little information with which to examine this hypothesis. We compared the spatial and temporal components of movement behaviour of these two potentially interacting species in order to provide insight into the predator-prey relationship. Specifically, we tested the hypothesis that tiger shark movements are more concentrated at Raine Island during the green turtle nesting season than outside the turtle nesting season when turtles are not concentrated at Raine Island. Turtles showed area-restricted search behaviour around Raine Island for ∼3–4 months during the nesting period (November–February). This was followed by direct movement (transit) to putative foraging grounds mostly in the Torres Straight where they switched to area-restricted search mode again, and remained resident for the remainder of the deployment (53–304 days). In contrast, tiger sharks displayed high spatial and temporal variation in movement behaviour which was not closely linked to the movement behaviour of green turtles or recognised turtle foraging grounds. On average, tiger sharks were concentrated around Raine Island throughout the year. While information on diet is required to determine whether tiger sharks are turtle specialists our results support the hypothesis that they target this predictable and plentiful prey during turtle nesting season, but they might not focus on this less predictable food source outside the nesting season.</p> </div>", "links"=>[], "tags"=>["seasonal", "movements", "tiger", "sharks", "turtles", "provides", "predator-prey", "relationship"], "article_id"=>115840, "categories"=>["Inorganic Chemistry"], "users"=>["Richard Fitzpatrick", "Michele Thums", "Ian Bell", "Mark G. Meekan", "John D. Stevens", "Adam Barnett"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0051927", "stats"=>{"downloads"=>3, "page_views"=>12, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/A_Comparison_of_the_Seasonal_Movements_of_Tiger_Sharks_and_Green_Turtles_Provides_Insight_into_Their_Predator_Prey_Relationship__/115840", "title"=>"A Comparison of the Seasonal Movements of Tiger Sharks and Green Turtles Provides Insight into Their Predator-Prey Relationship", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2012-12-19 01:37:20"}
  • {"files"=>["https://ndownloader.figshare.com/files/522376"], "description"=>"<p>Lengths of sharks are total length and turtles are curved carapace length. Deployment length refers to the number of days between the tagging date and the date of the last satellite position fix.</p>*<p>Shark died when caught in a fishing net.</p>**<p>Shark was tagged in two consecutive summers.</p>", "links"=>[], "tags"=>["deployments", "tiger", "sharks", "turtles", "raine"], "article_id"=>192865, "categories"=>["Inorganic Chemistry"], "users"=>["Richard Fitzpatrick", "Michele Thums", "Ian Bell", "Mark G. Meekan", "John D. Stevens", "Adam Barnett"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0051927.t001", "stats"=>{"downloads"=>1, "page_views"=>12, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Details_of_satellite_tag_deployments_on_tiger_sharks_Galeocerdo_cuvier_and_green_turtles_Chelonia_mydas_at_Raine_Island_/192865", "title"=>"Details of satellite tag deployments on tiger sharks <i>Galeocerdo cuvier</i> and green turtles <i>Chelonia mydas</i> at Raine Island.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2012-12-19 00:47:45"}
  • {"files"=>["https://ndownloader.figshare.com/files/522223"], "description"=>"<p>Plots show the mean and standard error of monthly distance from Raine Island for each tiger shark. Dashed line shows the nesting period for which turtles were in area-restricted search mode around Raine Island prior to the switch to transit movement mode and migration to the foraging grounds. Numbers to the left of the dashed line refer to the mean and sd of distance from Raine Island during the green turtle nesting period and numbers to the right of the dashed line shows the mean and sd of distance from Raine Island outside the green turtle nesting period. Note that the y-axis is different for each shark to allow comparisons between months for each shark.</p>", "links"=>[], "tags"=>["raine", "tiger"], "article_id"=>192715, "categories"=>["Inorganic Chemistry"], "users"=>["Richard Fitzpatrick", "Michele Thums", "Ian Bell", "Mark G. Meekan", "John D. Stevens", "Adam Barnett"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0051927.g005", "stats"=>{"downloads"=>1, "page_views"=>3, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Monthly_distance_from_Raine_Island_for_individual_tiger_sharks_/192715", "title"=>"Monthly distance from Raine Island for individual tiger sharks.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2012-12-19 00:45:15"}
  • {"files"=>["https://ndownloader.figshare.com/files/522039"], "description"=>"<p> Mean and standard error distance from Raine Island for each month for all tiger sharks and green turtles (a). Mean and standard error distance from Raine Island for tiger sharks during the green turtle nesting season (nesting) and outside the nesting season (not nesting) (b).</p>", "links"=>[], "tags"=>["raine", "tiger", "sharks"], "article_id"=>192532, "categories"=>["Inorganic Chemistry"], "users"=>["Richard Fitzpatrick", "Michele Thums", "Ian Bell", "Mark G. Meekan", "John D. Stevens", "Adam Barnett"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0051927.g003", "stats"=>{"downloads"=>1, "page_views"=>4, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Mean_distance_from_Raine_Island_for_tiger_sharks_and_green_turtles_/192532", "title"=>"Mean distance from Raine Island for tiger sharks and green turtles.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2012-12-19 00:42:12"}
  • {"files"=>["https://ndownloader.figshare.com/files/522108"], "description"=>"<p>Plots show green turtles (a) and tiger sharks (b) during the green turtle nesting season and green turtles (c) and tiger sharks (d) outside the nesting season. Black dots show shark locations. Warmer colours correspond to more points. Maps show Cape York Peninsula and Papua New Guinnea at the top left and right.</p>", "links"=>[], "tags"=>["turtle", "tiger", "positions", "nesting"], "article_id"=>192600, "categories"=>["Inorganic Chemistry"], "users"=>["Richard Fitzpatrick", "Michele Thums", "Ian Bell", "Mark G. Meekan", "John D. Stevens", "Adam Barnett"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0051927.g004", "stats"=>{"downloads"=>0, "page_views"=>6, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Kernel_density_of_green_turtle_and_tiger_shark_positions_with_reference_to_green_turtle_nesting_season_/192600", "title"=>"Kernel density of green turtle and tiger shark positions with reference to green turtle nesting season.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2012-12-19 00:43:20"}
  • {"files"=>["https://ndownloader.figshare.com/files/522291"], "description"=>"<p>Plots show the proportion of time spent in each depth (left plots) and temperature (right plots) bin for each behavioural mode for the tiger sharks with SPLASH tags. Note that the first three sharks did not have any transit behaviour.</p>", "links"=>[], "tags"=>["spent"], "article_id"=>192793, "categories"=>["Inorganic Chemistry"], "users"=>["Richard Fitzpatrick", "Michele Thums", "Ian Bell", "Mark G. Meekan", "John D. Stevens", "Adam Barnett"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0051927.g006", "stats"=>{"downloads"=>0, "page_views"=>9, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Time_spent_in_each_temperature_and_depth_bin_/192793", "title"=>"Time spent in each temperature and depth bin.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2012-12-19 00:46:33"}
  • {"files"=>["https://ndownloader.figshare.com/files/521788"], "description"=>"<p>Turtle ID is indicated in the top right and duration of the deployment in the bottom left of each map. Each turtle’s path is coded by behavioural mode; red = area-restricted search and black = transit. Maps show Cape York Peninsula, Raine Island and the bottom of Papua New Guinea (PNG) (top).</p>", "links"=>[], "tags"=>["marine and aquatic sciences"], "article_id"=>192283, "categories"=>["Inorganic Chemistry"], "users"=>["Richard Fitzpatrick", "Michele Thums", "Ian Bell", "Mark G. Meekan", "John D. Stevens", "Adam Barnett"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0051927.g001", "stats"=>{"downloads"=>2, "page_views"=>8, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Movement_path_of_each_green_turtle_/192283", "title"=>"Movement path of each green turtle.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2012-12-19 00:38:03"}
  • {"files"=>["https://ndownloader.figshare.com/files/521953"], "description"=>"<p>Shark ID is indicated in the top right and duration of the deployment in the bottom left of each map. Each shark’s path is coded by behavioural mode; red = area-restricted search and black = transit. Maps show Cape York Peninsula, Raine Island and the bottom of Papua New Guniea (PNG) (top).</p>", "links"=>[], "tags"=>["tiger"], "article_id"=>192445, "categories"=>["Inorganic Chemistry"], "users"=>["Richard Fitzpatrick", "Michele Thums", "Ian Bell", "Mark G. Meekan", "John D. Stevens", "Adam Barnett"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0051927.g002", "stats"=>{"downloads"=>1, "page_views"=>4, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Movement_path_of_each_tiger_shark_/192445", "title"=>"Movement path of each tiger shark.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2012-12-19 00:40:45"}

PMC Usage Stats | Further Information

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  • {"unique-ip"=>"11", "full-text"=>"16", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"4"}
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  • {"unique-ip"=>"6", "full-text"=>"5", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2013", "month"=>"7"}
  • {"unique-ip"=>"8", "full-text"=>"7", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2013", "month"=>"8"}
  • {"unique-ip"=>"11", "full-text"=>"18", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"8", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"9"}
  • {"unique-ip"=>"14", "full-text"=>"12", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"10"}
  • {"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"=>"2013", "month"=>"11"}
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  • {"unique-ip"=>"8", "full-text"=>"10", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"1"}
  • {"unique-ip"=>"6", "full-text"=>"4", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"2"}
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  • {"unique-ip"=>"17", "full-text"=>"18", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"4"}
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  • {"unique-ip"=>"17", "full-text"=>"24", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"6"}
  • {"unique-ip"=>"16", "full-text"=>"20", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"7"}
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  • {"unique-ip"=>"7", "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"=>"10"}
  • {"unique-ip"=>"16", "full-text"=>"16", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"6", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"2"}
  • {"unique-ip"=>"11", "full-text"=>"13", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"11"}
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  • {"unique-ip"=>"7", "full-text"=>"9", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"12"}
  • {"unique-ip"=>"7", "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"=>"1"}
  • {"unique-ip"=>"11", "full-text"=>"16", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"3"}
  • {"unique-ip"=>"12", "full-text"=>"11", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"4"}
  • {"unique-ip"=>"16", "full-text"=>"19", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"5"}
  • {"unique-ip"=>"11", "full-text"=>"13", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"6"}
  • {"unique-ip"=>"11", "full-text"=>"14", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"7"}
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  • {"unique-ip"=>"19", "full-text"=>"22", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"10"}
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  • {"unique-ip"=>"21", "full-text"=>"24", "pdf"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"12"}
  • {"unique-ip"=>"27", "full-text"=>"28", "pdf"=>"3", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"5"}
  • {"unique-ip"=>"24", "full-text"=>"23", "pdf"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"11"}
  • {"unique-ip"=>"24", "full-text"=>"31", "pdf"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"9"}
  • {"unique-ip"=>"27", "full-text"=>"44", "pdf"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"2"}
  • {"unique-ip"=>"33", "full-text"=>"35", "pdf"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"7", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"3"}
  • {"unique-ip"=>"46", "full-text"=>"50", "pdf"=>"6", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"4"}
  • {"unique-ip"=>"26", "full-text"=>"27", "pdf"=>"3", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"3", "year"=>"2019", "month"=>"5"}

Relative Metric

{"start_date"=>"2012-01-01T00:00:00Z", "end_date"=>"2012-12-31T00:00:00Z", "subject_areas"=>[{"subject_area"=>"/Biology and life sciences", "average_usage"=>[322, 550, 671, 773, 864, 955, 1048, 1135, 1223, 1308, 1387, 1465, 1534, 1602, 1673, 1744, 1813, 1885, 1955, 2026, 2093, 2160, 2228, 2290, 2349]}, {"subject_area"=>"/Biology and life sciences/Organisms", "average_usage"=>[331, 557, 677, 777, 868, 960, 1050, 1136, 1223, 1307, 1390, 1466, 1536, 1603, 1673, 1741, 1814, 1889, 1954, 2028, 2096, 2164, 2233, 2305, 2362]}, {"subject_area"=>"/Biology and life sciences/Zoology", "average_usage"=>[360, 554, 661, 756, 829, 913, 992, 1072, 1144, 1228, 1306, 1378, 1439, 1500, 1558, 1627, 1689, 1754, 1826, 1892, 1951, 2009, 2067, 2130, 2200]}, {"subject_area"=>"/Earth sciences/Atmospheric science", "average_usage"=>[340, 544, 651, 735, 812, 877, 956, 1034, 1116, 1186, 1252, 1330, 1407, 1466, 1536, 1588, 1645, 1717, 1782, 1877, 1950, 2000, 2076, 2135, 2179]}, {"subject_area"=>"/Ecology and environmental sciences", "average_usage"=>[348, 541, 638, 730, 827, 907, 993, 1074, 1152, 1232, 1310, 1379, 1442, 1507, 1576, 1648, 1715, 1786, 1854, 1926, 1991, 2059, 2125, 2181, 2249]}, {"subject_area"=>"/Ecology and environmental sciences/Ecology", "average_usage"=>[347, 547, 641, 742, 836, 927, 1016, 1099, 1184, 1267, 1348, 1418, 1484, 1555, 1631, 1705, 1788, 1843, 1917, 1985, 2052, 2115, 2190, 2258, 2333]}, {"subject_area"=>"/Ecology and environmental sciences/Habitats", "average_usage"=>[355, 533, 627, 707, 778, 856, 928, 1005, 1080, 1162, 1245, 1303, 1378, 1445, 1504, 1573, 1659, 1717, 1797, 1846, 1928, 1994, 2063, 2137, 2206]}, {"subject_area"=>"/Engineering and technology/Equipment", "average_usage"=>[287, 503, 624, 723, 827, 914, 1011, 1099, 1192, 1281, 1347, 1414, 1488, 1557, 1615, 1679, 1729, 1787, 1858, 1934, 1993, 2069, 2149, 2195, 2271]}]}
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