Local and Global Effects of Climate on Dengue Transmission in Puerto Rico
Publication Date
February 17, 2009
Journal
PLOS Neglected Tropical Diseases
Authors
Michael A. Johansson, Francesca Dominici & Gregory E. Glass
Volume
3
Issue
2
Pages
e382
DOI
http://doi.org/10.1371/journal.pntd.0000382
Publisher URL
http://journals.plos.org/plosntds/article?id=10.1371%2Fjournal.pntd.0000382
PubMed
http://www.ncbi.nlm.nih.gov/pubmed/19221592
PubMed Central
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC2637540
Europe PMC
http://europepmc.org/abstract/MED/19221592
Web of Science
000265536600014
Scopus
65549154217
Mendeley
http://www.mendeley.com/research/local-global-effects-climate-dengue-transmission-puerto-rico-2
Events
Loading … Spinner

Mendeley | Further Information

{"title"=>"Local and global effects of climate on dengue transmission in Puerto Rico", "type"=>"journal", "authors"=>[{"first_name"=>"Michael A.", "last_name"=>"Johansson", "scopus_author_id"=>"16233749100"}, {"first_name"=>"Francesca", "last_name"=>"Dominici", "scopus_author_id"=>"7003921473"}, {"first_name"=>"Gregory E.", "last_name"=>"Glass", "scopus_author_id"=>"7103236648"}], "year"=>2009, "source"=>"PLoS Neglected Tropical Diseases", "identifiers"=>{"pui"=>"354584703", "sgr"=>"65549154217", "isbn"=>"10.1371/journal.pntd.0000382", "scopus"=>"2-s2.0-65549154217", "issn"=>"1935-2735", "pmid"=>"19221592", "doi"=>"10.1371/journal.pntd.0000382"}, "id"=>"4f33dade-16b0-336f-b833-cfca0df12573", "abstract"=>"The four dengue viruses, the agents of dengue fever and dengue hemorrhagic fever in humans, are transmitted predominantly by the mosquito Aedes aegypti. The abundance and the transmission potential of Ae. aegypti are influenced by temperature and precipitation. While there is strong biological evidence for these effects, empirical studies of the relationship between climate and dengue incidence in human populations are potentially confounded by seasonal covariation and spatial heterogeneity. Using 20 years of data and a statistical approach to control for seasonality, we show a positive and statistically significant association between monthly changes in temperature and precipitation and monthly changes in dengue transmission in Puerto Rico. We also found that the strength of this association varies spatially, that this variation is associated with differences in local climate, and that this relationship is consistent with laboratory studies of the impacts of these factors on vector survival and viral replication. These results suggest the importance of temperature and precipitation in the transmission of dengue viruses and suggest a reason for their spatial heterogeneity. Thus, while dengue transmission may have a general system, its manifestation on a local scale may differ from global expectations.", "link"=>"http://www.mendeley.com/research/local-global-effects-climate-dengue-transmission-puerto-rico-2", "reader_count"=>175, "reader_count_by_academic_status"=>{"Unspecified"=>3, "Professor > Associate Professor"=>10, "Student > Doctoral Student"=>15, "Researcher"=>39, "Student > Ph. D. Student"=>30, "Student > Postgraduate"=>8, "Other"=>6, "Student > Master"=>38, "Student > Bachelor"=>15, "Lecturer"=>2, "Lecturer > Senior Lecturer"=>3, "Professor"=>6}, "reader_count_by_user_role"=>{"Unspecified"=>3, "Professor > Associate Professor"=>10, "Student > Doctoral Student"=>15, "Researcher"=>39, "Student > Ph. D. Student"=>30, "Student > Postgraduate"=>8, "Other"=>6, "Student > Master"=>38, "Student > Bachelor"=>15, "Lecturer"=>2, "Lecturer > Senior Lecturer"=>3, "Professor"=>6}, "reader_count_by_subject_area"=>{"Unspecified"=>6, "Agricultural and Biological Sciences"=>64, "Business, Management and Accounting"=>1, "Veterinary Science and Veterinary Medicine"=>1, "Computer Science"=>12, "Earth and Planetary Sciences"=>2, "Economics, Econometrics and Finance"=>1, "Engineering"=>3, "Environmental Science"=>24, "Biochemistry, Genetics and Molecular Biology"=>4, "Nursing and Health Professions"=>2, "Mathematics"=>9, "Medicine and Dentistry"=>33, "Physics and Astronomy"=>1, "Psychology"=>1, "Social Sciences"=>10, "Immunology and Microbiology"=>1}, "reader_count_by_subdiscipline"=>{"Medicine and Dentistry"=>{"Medicine and Dentistry"=>33}, "Social Sciences"=>{"Social Sciences"=>10}, "Physics and Astronomy"=>{"Physics and Astronomy"=>1}, "Psychology"=>{"Psychology"=>1}, "Mathematics"=>{"Mathematics"=>9}, "Unspecified"=>{"Unspecified"=>6}, "Environmental Science"=>{"Environmental Science"=>24}, "Engineering"=>{"Engineering"=>3}, "Earth and Planetary Sciences"=>{"Earth and Planetary Sciences"=>2}, "Economics, Econometrics and Finance"=>{"Economics, Econometrics and Finance"=>1}, "Immunology and Microbiology"=>{"Immunology and Microbiology"=>1}, "Agricultural and Biological Sciences"=>{"Agricultural and Biological Sciences"=>64}, "Computer Science"=>{"Computer Science"=>12}, "Business, Management and Accounting"=>{"Business, Management and Accounting"=>1}, "Nursing and Health Professions"=>{"Nursing and Health Professions"=>2}, "Biochemistry, Genetics and Molecular Biology"=>{"Biochemistry, Genetics and Molecular Biology"=>4}, "Veterinary Science and Veterinary Medicine"=>{"Veterinary Science and Veterinary Medicine"=>1}}, "reader_count_by_country"=>{"Colombia"=>2, "United States"=>13, "Sri Lanka"=>1, "United Kingdom"=>1, "Malaysia"=>1, "Thailand"=>1, "Portugal"=>1, "India"=>2, "French Polynesia"=>1, "Costa Rica"=>1, "Vietnam"=>1, "Brazil"=>3, "Mexico"=>2, "Chile"=>1}, "group_count"=>8}

CrossRef

Scopus | Further Information

{"@_fa"=>"true", "link"=>[{"@_fa"=>"true", "@ref"=>"self", "@href"=>"https://api.elsevier.com/content/abstract/scopus_id/65549154217"}, {"@_fa"=>"true", "@ref"=>"author-affiliation", "@href"=>"https://api.elsevier.com/content/abstract/scopus_id/65549154217?field=author,affiliation"}, {"@_fa"=>"true", "@ref"=>"scopus", "@href"=>"https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=65549154217&origin=inward"}, {"@_fa"=>"true", "@ref"=>"scopus-citedby", "@href"=>"https://www.scopus.com/inward/citedby.uri?partnerID=HzOxMe3b&scp=65549154217&origin=inward"}], "prism:url"=>"https://api.elsevier.com/content/abstract/scopus_id/65549154217", "dc:identifier"=>"SCOPUS_ID:65549154217", "eid"=>"2-s2.0-65549154217", "dc:title"=>"Local and global effects of climate on dengue transmission in Puerto Rico", "dc:creator"=>"Johansson M.", "prism:publicationName"=>"PLoS Neglected Tropical Diseases", "prism:volume"=>"3", "prism:issueIdentifier"=>"2", "prism:pageRange"=>nil, "prism:coverDate"=>"2009-05-20", "prism:coverDisplayDate"=>"2009", "prism:doi"=>"10.1371/journal.pntd.0000382", "citedby-count"=>"124", "affiliation"=>[{"@_fa"=>"true", "affilname"=>"National Center for Emerging and Zoonotic Infectious Diseases", "affiliation-city"=>"Atlanta", "affiliation-country"=>"United States"}, {"@_fa"=>"true", "affilname"=>"Johns Hopkins Bloomberg School of Public Health", "affiliation-city"=>"Baltimore", "affiliation-country"=>"United States"}], "pubmed-id"=>"19221592", "prism:aggregationType"=>"Journal", "subtype"=>"ar", "subtypeDescription"=>"Article", "article-number"=>"e382", "source-id"=>"11900154404"}

Facebook

  • {"url"=>"http%3A%2F%2Fjournals.plos.org%2Fplosntds%2Farticle%3Fid%3D10.1371%252Fjournal.pntd.0000382", "share_count"=>0, "like_count"=>0, "comment_count"=>0, "click_count"=>0, "total_count"=>0}

Counter

  • {"month"=>"2", "year"=>"2009", "pdf_views"=>"107", "xml_views"=>"3", "html_views"=>"530"}
  • {"month"=>"3", "year"=>"2009", "pdf_views"=>"106", "xml_views"=>"3", "html_views"=>"502"}
  • {"month"=>"4", "year"=>"2009", "pdf_views"=>"15", "xml_views"=>"0", "html_views"=>"65"}
  • {"month"=>"5", "year"=>"2009", "pdf_views"=>"4", "xml_views"=>"0", "html_views"=>"57"}
  • {"month"=>"6", "year"=>"2009", "pdf_views"=>"21", "xml_views"=>"0", "html_views"=>"76"}
  • {"month"=>"7", "year"=>"2009", "pdf_views"=>"29", "xml_views"=>"1", "html_views"=>"78"}
  • {"month"=>"8", "year"=>"2009", "pdf_views"=>"14", "xml_views"=>"0", "html_views"=>"68"}
  • {"month"=>"9", "year"=>"2009", "pdf_views"=>"20", "xml_views"=>"0", "html_views"=>"109"}
  • {"month"=>"10", "year"=>"2009", "pdf_views"=>"8", "xml_views"=>"0", "html_views"=>"54"}
  • {"month"=>"11", "year"=>"2009", "pdf_views"=>"6", "xml_views"=>"0", "html_views"=>"56"}
  • {"month"=>"12", "year"=>"2009", "pdf_views"=>"14", "xml_views"=>"1", "html_views"=>"58"}
  • {"month"=>"1", "year"=>"2010", "pdf_views"=>"18", "xml_views"=>"1", "html_views"=>"54"}
  • {"month"=>"2", "year"=>"2010", "pdf_views"=>"13", "xml_views"=>"1", "html_views"=>"50"}
  • {"month"=>"3", "year"=>"2010", "pdf_views"=>"17", "xml_views"=>"1", "html_views"=>"76"}
  • {"month"=>"4", "year"=>"2010", "pdf_views"=>"16", "xml_views"=>"3", "html_views"=>"76"}
  • {"month"=>"5", "year"=>"2010", "pdf_views"=>"21", "xml_views"=>"0", "html_views"=>"89"}
  • {"month"=>"6", "year"=>"2010", "pdf_views"=>"27", "xml_views"=>"0", "html_views"=>"89"}
  • {"month"=>"7", "year"=>"2010", "pdf_views"=>"14", "xml_views"=>"0", "html_views"=>"76"}
  • {"month"=>"8", "year"=>"2010", "pdf_views"=>"17", "xml_views"=>"0", "html_views"=>"79"}
  • {"month"=>"9", "year"=>"2010", "pdf_views"=>"25", "xml_views"=>"1", "html_views"=>"100"}
  • {"month"=>"10", "year"=>"2010", "pdf_views"=>"24", "xml_views"=>"1", "html_views"=>"113"}
  • {"month"=>"11", "year"=>"2010", "pdf_views"=>"20", "xml_views"=>"0", "html_views"=>"78"}
  • {"month"=>"12", "year"=>"2010", "pdf_views"=>"9", "xml_views"=>"0", "html_views"=>"34"}
  • {"month"=>"1", "year"=>"2011", "pdf_views"=>"14", "xml_views"=>"2", "html_views"=>"67"}
  • {"month"=>"2", "year"=>"2011", "pdf_views"=>"26", "xml_views"=>"0", "html_views"=>"81"}
  • {"month"=>"3", "year"=>"2011", "pdf_views"=>"25", "xml_views"=>"0", "html_views"=>"113"}
  • {"month"=>"4", "year"=>"2011", "pdf_views"=>"21", "xml_views"=>"0", "html_views"=>"78"}
  • {"month"=>"5", "year"=>"2011", "pdf_views"=>"15", "xml_views"=>"1", "html_views"=>"45"}
  • {"month"=>"6", "year"=>"2011", "pdf_views"=>"16", "xml_views"=>"0", "html_views"=>"50"}
  • {"month"=>"7", "year"=>"2011", "pdf_views"=>"23", "xml_views"=>"0", "html_views"=>"46"}
  • {"month"=>"8", "year"=>"2011", "pdf_views"=>"18", "xml_views"=>"2", "html_views"=>"93"}
  • {"month"=>"9", "year"=>"2011", "pdf_views"=>"21", "xml_views"=>"2", "html_views"=>"145"}
  • {"month"=>"10", "year"=>"2011", "pdf_views"=>"24", "xml_views"=>"0", "html_views"=>"146"}
  • {"month"=>"11", "year"=>"2011", "pdf_views"=>"32", "xml_views"=>"2", "html_views"=>"129"}
  • {"month"=>"12", "year"=>"2011", "pdf_views"=>"16", "xml_views"=>"0", "html_views"=>"99"}
  • {"month"=>"1", "year"=>"2012", "pdf_views"=>"15", "xml_views"=>"1", "html_views"=>"111"}
  • {"month"=>"2", "year"=>"2012", "pdf_views"=>"22", "xml_views"=>"0", "html_views"=>"126"}
  • {"month"=>"3", "year"=>"2012", "pdf_views"=>"43", "xml_views"=>"0", "html_views"=>"155"}
  • {"month"=>"4", "year"=>"2012", "pdf_views"=>"31", "xml_views"=>"4", "html_views"=>"122"}
  • {"month"=>"5", "year"=>"2012", "pdf_views"=>"19", "xml_views"=>"0", "html_views"=>"99"}
  • {"month"=>"6", "year"=>"2012", "pdf_views"=>"20", "xml_views"=>"1", "html_views"=>"60"}
  • {"month"=>"7", "year"=>"2012", "pdf_views"=>"26", "xml_views"=>"0", "html_views"=>"65"}
  • {"month"=>"8", "year"=>"2012", "pdf_views"=>"16", "xml_views"=>"5", "html_views"=>"66"}
  • {"month"=>"9", "year"=>"2012", "pdf_views"=>"22", "xml_views"=>"0", "html_views"=>"148"}
  • {"month"=>"10", "year"=>"2012", "pdf_views"=>"23", "xml_views"=>"0", "html_views"=>"112"}
  • {"month"=>"11", "year"=>"2012", "pdf_views"=>"33", "xml_views"=>"0", "html_views"=>"142"}
  • {"month"=>"12", "year"=>"2012", "pdf_views"=>"25", "xml_views"=>"0", "html_views"=>"128"}
  • {"month"=>"1", "year"=>"2013", "pdf_views"=>"13", "xml_views"=>"3", "html_views"=>"106"}
  • {"month"=>"2", "year"=>"2013", "pdf_views"=>"19", "xml_views"=>"1", "html_views"=>"145"}
  • {"month"=>"3", "year"=>"2013", "pdf_views"=>"29", "xml_views"=>"0", "html_views"=>"215"}
  • {"month"=>"4", "year"=>"2013", "pdf_views"=>"29", "xml_views"=>"0", "html_views"=>"209"}
  • {"month"=>"5", "year"=>"2013", "pdf_views"=>"20", "xml_views"=>"1", "html_views"=>"160"}
  • {"month"=>"6", "year"=>"2013", "pdf_views"=>"17", "xml_views"=>"0", "html_views"=>"128"}
  • {"month"=>"7", "year"=>"2013", "pdf_views"=>"17", "xml_views"=>"0", "html_views"=>"129"}
  • {"month"=>"8", "year"=>"2013", "pdf_views"=>"15", "xml_views"=>"0", "html_views"=>"131"}
  • {"month"=>"9", "year"=>"2013", "pdf_views"=>"19", "xml_views"=>"6", "html_views"=>"133"}
  • {"month"=>"10", "year"=>"2013", "pdf_views"=>"33", "xml_views"=>"1", "html_views"=>"147"}
  • {"month"=>"11", "year"=>"2013", "pdf_views"=>"23", "xml_views"=>"3", "html_views"=>"145"}
  • {"month"=>"12", "year"=>"2013", "pdf_views"=>"20", "xml_views"=>"1", "html_views"=>"108"}
  • {"month"=>"1", "year"=>"2014", "pdf_views"=>"20", "xml_views"=>"0", "html_views"=>"113"}
  • {"month"=>"2", "year"=>"2014", "pdf_views"=>"26", "xml_views"=>"0", "html_views"=>"162"}
  • {"month"=>"3", "year"=>"2014", "pdf_views"=>"12", "xml_views"=>"2", "html_views"=>"148"}
  • {"month"=>"4", "year"=>"2014", "pdf_views"=>"15", "xml_views"=>"2", "html_views"=>"145"}
  • {"month"=>"5", "year"=>"2014", "pdf_views"=>"18", "xml_views"=>"0", "html_views"=>"126"}
  • {"month"=>"6", "year"=>"2014", "pdf_views"=>"15", "xml_views"=>"0", "html_views"=>"99"}
  • {"month"=>"7", "year"=>"2014", "pdf_views"=>"22", "xml_views"=>"0", "html_views"=>"107"}
  • {"month"=>"8", "year"=>"2014", "pdf_views"=>"20", "xml_views"=>"2", "html_views"=>"81"}
  • {"month"=>"9", "year"=>"2014", "pdf_views"=>"17", "xml_views"=>"1", "html_views"=>"113"}
  • {"month"=>"10", "year"=>"2014", "pdf_views"=>"27", "xml_views"=>"1", "html_views"=>"130"}
  • {"month"=>"11", "year"=>"2014", "pdf_views"=>"27", "xml_views"=>"2", "html_views"=>"121"}
  • {"month"=>"12", "year"=>"2014", "pdf_views"=>"13", "xml_views"=>"2", "html_views"=>"82"}
  • {"month"=>"1", "year"=>"2015", "pdf_views"=>"11", "xml_views"=>"0", "html_views"=>"79"}
  • {"month"=>"2", "year"=>"2015", "pdf_views"=>"21", "xml_views"=>"0", "html_views"=>"91"}
  • {"month"=>"3", "year"=>"2015", "pdf_views"=>"24", "xml_views"=>"0", "html_views"=>"154"}
  • {"month"=>"4", "year"=>"2015", "pdf_views"=>"19", "xml_views"=>"1", "html_views"=>"90"}
  • {"month"=>"5", "year"=>"2015", "pdf_views"=>"17", "xml_views"=>"0", "html_views"=>"92"}
  • {"month"=>"6", "year"=>"2015", "pdf_views"=>"21", "xml_views"=>"0", "html_views"=>"99"}
  • {"month"=>"7", "year"=>"2015", "pdf_views"=>"17", "xml_views"=>"0", "html_views"=>"66"}
  • {"month"=>"8", "year"=>"2015", "pdf_views"=>"21", "xml_views"=>"0", "html_views"=>"84"}
  • {"month"=>"9", "year"=>"2015", "pdf_views"=>"22", "xml_views"=>"0", "html_views"=>"87"}
  • {"month"=>"10", "year"=>"2015", "pdf_views"=>"18", "xml_views"=>"0", "html_views"=>"103"}
  • {"month"=>"11", "year"=>"2015", "pdf_views"=>"18", "xml_views"=>"0", "html_views"=>"106"}
  • {"month"=>"12", "year"=>"2015", "pdf_views"=>"18", "xml_views"=>"0", "html_views"=>"155"}
  • {"month"=>"1", "year"=>"2016", "pdf_views"=>"18", "xml_views"=>"0", "html_views"=>"114"}
  • {"month"=>"2", "year"=>"2016", "pdf_views"=>"31", "xml_views"=>"0", "html_views"=>"159"}
  • {"month"=>"3", "year"=>"2016", "pdf_views"=>"22", "xml_views"=>"0", "html_views"=>"197"}
  • {"month"=>"4", "year"=>"2016", "pdf_views"=>"35", "xml_views"=>"0", "html_views"=>"150"}
  • {"month"=>"5", "year"=>"2016", "pdf_views"=>"33", "xml_views"=>"0", "html_views"=>"164"}
  • {"month"=>"6", "year"=>"2016", "pdf_views"=>"14", "xml_views"=>"0", "html_views"=>"69"}
  • {"month"=>"7", "year"=>"2016", "pdf_views"=>"14", "xml_views"=>"0", "html_views"=>"98"}
  • {"month"=>"8", "year"=>"2016", "pdf_views"=>"29", "xml_views"=>"0", "html_views"=>"79"}
  • {"month"=>"9", "year"=>"2016", "pdf_views"=>"21", "xml_views"=>"0", "html_views"=>"125"}
  • {"month"=>"10", "year"=>"2016", "pdf_views"=>"25", "xml_views"=>"0", "html_views"=>"148"}
  • {"month"=>"11", "year"=>"2016", "pdf_views"=>"7", "xml_views"=>"0", "html_views"=>"128"}
  • {"month"=>"12", "year"=>"2016", "pdf_views"=>"11", "xml_views"=>"2", "html_views"=>"131"}
  • {"month"=>"1", "year"=>"2017", "pdf_views"=>"20", "xml_views"=>"0", "html_views"=>"118"}
  • {"month"=>"2", "year"=>"2017", "pdf_views"=>"29", "xml_views"=>"1", "html_views"=>"143"}
  • {"month"=>"3", "year"=>"2017", "pdf_views"=>"14", "xml_views"=>"1", "html_views"=>"119"}
  • {"month"=>"4", "year"=>"2017", "pdf_views"=>"18", "xml_views"=>"1", "html_views"=>"136"}
  • {"month"=>"5", "year"=>"2017", "pdf_views"=>"21", "xml_views"=>"0", "html_views"=>"128"}
  • {"month"=>"6", "year"=>"2017", "pdf_views"=>"13", "xml_views"=>"0", "html_views"=>"248"}
  • {"month"=>"7", "year"=>"2017", "pdf_views"=>"26", "xml_views"=>"1", "html_views"=>"157"}
  • {"month"=>"8", "year"=>"2017", "pdf_views"=>"12", "xml_views"=>"0", "html_views"=>"80"}
  • {"month"=>"9", "year"=>"2017", "pdf_views"=>"28", "xml_views"=>"3", "html_views"=>"194"}
  • {"month"=>"10", "year"=>"2017", "pdf_views"=>"23", "xml_views"=>"2", "html_views"=>"211"}
  • {"month"=>"11", "year"=>"2017", "pdf_views"=>"13", "xml_views"=>"0", "html_views"=>"126"}

Figshare

  • {"files"=>["https://ndownloader.figshare.com/files/907773"], "description"=>"<p>The map shows the location of each photograph. Natural areas of northern Puerto Rico are moist subtropical forest. Higher elevations are subtropical or montane wet or rain forests. The southwestern coast is subtropical dry forest. <a href=\"http://www.plosntds.org/article/info:doi/10.1371/journal.pntd.0000382#pntd.0000382.s001\" target=\"_blank\">Figure S1</a> shows monthly temperature and precipitation in proximal areas.</p>", "links"=>[], "tags"=>["puerto"], "article_id"=>578228, "categories"=>["Computational Biology", "Neuroscience", "Ecology", "Infectious Diseases", "Mathematics", "Cancer", "Medicine"], "users"=>["Michael A. Johansson", "Francesca Dominici", "Gregory E. Glass"], "doi"=>"https://dx.doi.org/10.1371/journal.pntd.0000382.g002", "stats"=>{"downloads"=>0, "page_views"=>2, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Elevation_and_climate_variation_in_Puerto_Rico_/578228", "title"=>"Elevation and climate variation in Puerto Rico.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2009-02-17 02:17:08"}
  • {"files"=>["https://ndownloader.figshare.com/files/907907"], "description"=>"<p>Colors represent the relative strength of the cumulative association between monthly temperature and precipitation in each municipality. This is calculated as the cumulative effect of a 1°C increase in mean monthly temperature on dengue incidence in the current and two subsequent months and of a 1 mm increase in precipitation on dengue incidence in the two following months.</p>", "links"=>[], "tags"=>["dengue"], "article_id"=>578370, "categories"=>["Computational Biology", "Neuroscience", "Ecology", "Infectious Diseases", "Mathematics", "Cancer", "Medicine"], "users"=>["Michael A. Johansson", "Francesca Dominici", "Gregory E. Glass"], "doi"=>"https://dx.doi.org/10.1371/journal.pntd.0000382.g003", "stats"=>{"downloads"=>1, "page_views"=>7, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Spatial_effects_of_climate_on_dengue_incidence_/578370", "title"=>"Spatial effects of climate on dengue incidence.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2009-02-17 02:19:30"}
  • {"files"=>["https://ndownloader.figshare.com/files/449000"], "description"=>"<div><p>The four dengue viruses, the agents of dengue fever and dengue hemorrhagic fever in humans, are transmitted predominantly by the mosquito <em>Aedes aegypti</em>. The abundance and the transmission potential of <em>Ae. aegypti</em> are influenced by temperature and precipitation. While there is strong biological evidence for these effects, empirical studies of the relationship between climate and dengue incidence in human populations are potentially confounded by seasonal covariation and spatial heterogeneity. Using 20 years of data and a statistical approach to control for seasonality, we show a positive and statistically significant association between monthly changes in temperature and precipitation and monthly changes in dengue transmission in Puerto Rico. We also found that the strength of this association varies spatially, that this variation is associated with differences in local climate, and that this relationship is consistent with laboratory studies of the impacts of these factors on vector survival and viral replication. These results suggest the importance of temperature and precipitation in the transmission of dengue viruses and suggest a reason for their spatial heterogeneity. Thus, while dengue transmission may have a general system, its manifestation on a local scale may differ from global expectations.</p></div>", "links"=>[], "tags"=>["effects", "dengue", "puerto", "rico"], "article_id"=>148492, "categories"=>["Biological Sciences", "Neuroscience", "Ecology", "Cancer", "Mathematics", "Medicine"], "users"=>["Michael A. Johansson", "Francesca Dominici", "Gregory E. Glass"], "doi"=>"https://dx.doi.org/10.1371/journal.pntd.0000382", "stats"=>{"downloads"=>4, "page_views"=>15, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/Local_and_Global_Effects_of_Climate_on_Dengue_Transmission_in_Puerto_Rico/148492", "title"=>"Local and Global Effects of Climate on Dengue Transmission in Puerto Rico", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2009-02-17 02:21:32"}
  • {"files"=>["https://ndownloader.figshare.com/files/907661"], "description"=>"<p>Points represent the estimated proportional increase in dengue incidence for an increase in monthly temperature (1°C) or precipitation (1 mm) in each municipality at each lag (months). All lagged weather variables were included in the regression model simultaneously. Municipalities are ordered by mean average temperature or precipitation, low to high (left to right). Black bars indicate the 95% credible interval for each estimate based on 1,000 models, one for each conditional simulation of weather data.</p>", "links"=>[], "tags"=>["associations", "dengue"], "article_id"=>578118, "categories"=>["Computational Biology", "Neuroscience", "Ecology", "Infectious Diseases", "Mathematics", "Cancer", "Medicine"], "users"=>["Michael A. Johansson", "Francesca Dominici", "Gregory E. Glass"], "doi"=>"https://dx.doi.org/10.1371/journal.pntd.0000382.g001", "stats"=>{"downloads"=>0, "page_views"=>3, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Local_short_term_associations_between_weather_and_dengue_incidence_/578118", "title"=>"Local short-term associations between weather and dengue incidence.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2009-02-17 02:15:18"}

PMC Usage Stats | Further Information

  • {"month"=>"1", "scanned-page-browse"=>"0", "cited-by"=>"1", "abstract"=>"1", "full-text"=>"36", "year"=>"2010", "pdf"=>"10", "unique-ip"=>"30", "figure"=>"4", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"2", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"30", "unique-ip"=>"31", "pdf"=>"20", "year"=>"2010", "figure"=>"1", "scanned-summary"=>"0", "supp-data"=>"1"}
  • {"month"=>"3", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"2", "full-text"=>"49", "year"=>"2010", "pdf"=>"22", "unique-ip"=>"44", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"4", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"62", "unique-ip"=>"54", "pdf"=>"24", "year"=>"2010", "figure"=>"9", "scanned-summary"=>"0", "supp-data"=>"1"}
  • {"month"=>"5", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"44", "year"=>"2010", "pdf"=>"19", "unique-ip"=>"45", "figure"=>"3", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"6", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"26", "unique-ip"=>"27", "pdf"=>"16", "year"=>"2010", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"7", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"29", "year"=>"2010", "pdf"=>"18", "unique-ip"=>"30", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"1"}
  • {"scanned-page-browse"=>"0", "month"=>"8", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"33", "unique-ip"=>"36", "pdf"=>"11", "year"=>"2010", "figure"=>"6", "scanned-summary"=>"0", "supp-data"=>"1"}
  • {"month"=>"9", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"33", "year"=>"2010", "pdf"=>"13", "unique-ip"=>"37", "figure"=>"2", "scanned-summary"=>"0", "supp-data"=>"1"}
  • {"scanned-page-browse"=>"0", "month"=>"10", "cited-by"=>"1", "abstract"=>"2", "full-text"=>"35", "unique-ip"=>"34", "pdf"=>"6", "year"=>"2010", "figure"=>"3", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"11", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"35", "year"=>"2010", "pdf"=>"15", "unique-ip"=>"39", "figure"=>"2", "scanned-summary"=>"0", "supp-data"=>"1"}
  • {"scanned-page-browse"=>"0", "month"=>"12", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"25", "unique-ip"=>"28", "pdf"=>"10", "year"=>"2010", "figure"=>"1", "scanned-summary"=>"0", "supp-data"=>"2"}
  • {"month"=>"1", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"32", "year"=>"2011", "pdf"=>"10", "unique-ip"=>"31", "figure"=>"4", "scanned-summary"=>"0", "supp-data"=>"1"}
  • {"scanned-page-browse"=>"0", "month"=>"2", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"31", "unique-ip"=>"30", "pdf"=>"15", "year"=>"2011", "figure"=>"1", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"3", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"41", "year"=>"2011", "pdf"=>"7", "unique-ip"=>"38", "figure"=>"1", "scanned-summary"=>"0", "supp-data"=>"1"}
  • {"scanned-page-browse"=>"0", "month"=>"4", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"12", "unique-ip"=>"17", "pdf"=>"10", "year"=>"2011", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"5", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"2", "full-text"=>"23", "year"=>"2011", "pdf"=>"11", "unique-ip"=>"26", "figure"=>"1", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"6", "cited-by"=>"0", "abstract"=>"2", "full-text"=>"14", "unique-ip"=>"14", "pdf"=>"2", "year"=>"2011", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"7", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"23", "year"=>"2011", "pdf"=>"5", "unique-ip"=>"19", "figure"=>"2", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"8", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"24", "unique-ip"=>"21", "pdf"=>"7", "year"=>"2011", "figure"=>"2", "scanned-summary"=>"0", "supp-data"=>"1"}
  • {"month"=>"9", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"27", "year"=>"2011", "pdf"=>"8", "unique-ip"=>"25", "figure"=>"1", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"10", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"21", "unique-ip"=>"19", "pdf"=>"9", "year"=>"2011", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"11", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"17", "year"=>"2011", "pdf"=>"10", "unique-ip"=>"17", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"12", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"17", "unique-ip"=>"16", "pdf"=>"8", "year"=>"2011", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"1", "scanned-page-browse"=>"0", "cited-by"=>"2", "abstract"=>"0", "full-text"=>"22", "year"=>"2012", "pdf"=>"4", "unique-ip"=>"21", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"2", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"26", "unique-ip"=>"28", "pdf"=>"8", "year"=>"2012", "figure"=>"5", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"3", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"34", "year"=>"2012", "pdf"=>"10", "unique-ip"=>"35", "figure"=>"2", "scanned-summary"=>"0", "supp-data"=>"1"}
  • {"scanned-page-browse"=>"0", "month"=>"4", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"30", "unique-ip"=>"28", "pdf"=>"11", "year"=>"2012", "figure"=>"3", "scanned-summary"=>"0", "supp-data"=>"1"}
  • {"month"=>"5", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"24", "year"=>"2012", "pdf"=>"5", "unique-ip"=>"19", "figure"=>"2", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"scanned-page-browse"=>"0", "month"=>"2", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"44", "unique-ip"=>"40", "pdf"=>"25", "year"=>"2009", "figure"=>"1", "scanned-summary"=>"0", "supp-data"=>"4"}
  • {"month"=>"3", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"3", "full-text"=>"92", "year"=>"2009", "pdf"=>"37", "unique-ip"=>"84", "figure"=>"8", "scanned-summary"=>"0", "supp-data"=>"1"}
  • {"scanned-page-browse"=>"0", "month"=>"4", "cited-by"=>"0", "abstract"=>"4", "full-text"=>"50", "unique-ip"=>"52", "pdf"=>"22", "year"=>"2009", "figure"=>"5", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"5", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"57", "year"=>"2009", "pdf"=>"22", "unique-ip"=>"54", "figure"=>"4", "scanned-summary"=>"0", "supp-data"=>"1"}
  • {"scanned-page-browse"=>"0", "month"=>"6", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"32", "unique-ip"=>"39", "pdf"=>"21", "year"=>"2009", "figure"=>"6", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"7", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"2", "full-text"=>"26", "year"=>"2009", "pdf"=>"18", "unique-ip"=>"27", "figure"=>"2", "scanned-summary"=>"0", "supp-data"=>"2"}
  • {"scanned-page-browse"=>"0", "month"=>"8", "cited-by"=>"0", "abstract"=>"3", "full-text"=>"33", "unique-ip"=>"38", "pdf"=>"21", "year"=>"2009", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"9", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"46", "year"=>"2009", "pdf"=>"14", "unique-ip"=>"43", "figure"=>"2", "scanned-summary"=>"0", "supp-data"=>"1"}
  • {"scanned-page-browse"=>"0", "month"=>"10", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"18", "unique-ip"=>"15", "pdf"=>"7", "year"=>"2009", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"1"}
  • {"month"=>"11", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"3", "full-text"=>"52", "year"=>"2009", "pdf"=>"15", "unique-ip"=>"46", "figure"=>"3", "scanned-summary"=>"0", "supp-data"=>"1"}
  • {"scanned-page-browse"=>"0", "month"=>"12", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"41", "unique-ip"=>"36", "pdf"=>"14", "year"=>"2009", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
  • {"month"=>"6", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"0", "full-text"=>"12", "year"=>"2012", "pdf"=>"5", "unique-ip"=>"10", "figure"=>"1", "scanned-summary"=>"0", "supp-data"=>"1"}
  • {"unique-ip"=>"16", "full-text"=>"18", "pdf"=>"6", "abstract"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2012", "month"=>"7"}
  • {"unique-ip"=>"9", "full-text"=>"8", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"8"}
  • {"unique-ip"=>"13", "full-text"=>"11", "pdf"=>"2", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"6", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2012", "month"=>"9"}
  • {"unique-ip"=>"21", "full-text"=>"21", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"10"}
  • {"unique-ip"=>"11", "full-text"=>"7", "pdf"=>"6", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"12"}
  • {"unique-ip"=>"13", "full-text"=>"13", "pdf"=>"9", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2013", "month"=>"1"}
  • {"unique-ip"=>"16", "full-text"=>"18", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"3"}
  • {"unique-ip"=>"20", "full-text"=>"26", "pdf"=>"4", "abstract"=>"3", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"2"}
  • {"unique-ip"=>"12", "full-text"=>"12", "pdf"=>"3", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"3", "cited-by"=>"0", "year"=>"2013", "month"=>"4"}
  • {"unique-ip"=>"11", "full-text"=>"15", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"11"}
  • {"unique-ip"=>"9", "full-text"=>"8", "pdf"=>"3", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"5"}
  • {"unique-ip"=>"9", "full-text"=>"8", "pdf"=>"5", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"6"}
  • {"unique-ip"=>"13", "full-text"=>"13", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"7"}
  • {"unique-ip"=>"12", "full-text"=>"12", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"2", "cited-by"=>"0", "year"=>"2013", "month"=>"8"}
  • {"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"=>"2013", "month"=>"9"}
  • {"unique-ip"=>"11", "full-text"=>"12", "pdf"=>"1", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"10"}
  • {"unique-ip"=>"8", "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"=>"11"}
  • {"unique-ip"=>"9", "full-text"=>"9", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "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"=>"2014", "month"=>"1"}
  • {"unique-ip"=>"14", "full-text"=>"15", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"2"}
  • {"unique-ip"=>"7", "full-text"=>"17", "pdf"=>"7", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"6", "cited-by"=>"0", "year"=>"2014", "month"=>"3"}
  • {"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"=>"5"}
  • {"unique-ip"=>"9", "full-text"=>"16", "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"=>"10", "full-text"=>"7", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"2", "cited-by"=>"0", "year"=>"2014", "month"=>"7"}
  • {"unique-ip"=>"6", "full-text"=>"3", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2014", "month"=>"8"}
  • {"unique-ip"=>"10", "full-text"=>"4", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"6", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"9"}
  • {"unique-ip"=>"21", "full-text"=>"18", "pdf"=>"8", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2014", "month"=>"10"}
  • {"unique-ip"=>"11", "full-text"=>"8", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"2", "cited-by"=>"0", "year"=>"2014", "month"=>"11"}
  • {"unique-ip"=>"5", "full-text"=>"3", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2014", "month"=>"12"}
  • {"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"=>"2015", "month"=>"1"}
  • {"unique-ip"=>"10", "full-text"=>"15", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2015", "month"=>"2"}
  • {"unique-ip"=>"15", "full-text"=>"16", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"5", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"3"}
  • {"unique-ip"=>"12", "full-text"=>"17", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"6", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2015", "month"=>"4"}
  • {"unique-ip"=>"16", "full-text"=>"18", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2015", "month"=>"5"}
  • {"unique-ip"=>"9", "full-text"=>"7", "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"=>"10", "full-text"=>"10", "pdf"=>"8", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"7"}
  • {"unique-ip"=>"14", "full-text"=>"14", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"8"}
  • {"unique-ip"=>"19", "full-text"=>"20", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2015", "month"=>"9"}
  • {"unique-ip"=>"19", "full-text"=>"18", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"10"}
  • {"unique-ip"=>"22", "full-text"=>"22", "pdf"=>"14", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"3", "year"=>"2015", "month"=>"11"}
  • {"unique-ip"=>"17", "full-text"=>"17", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"9", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"12"}
  • {"unique-ip"=>"10", "full-text"=>"11", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"1"}
  • {"unique-ip"=>"10", "full-text"=>"9", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"2"}
  • {"unique-ip"=>"10", "full-text"=>"13", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"3"}
  • {"unique-ip"=>"14", "full-text"=>"25", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"4"}
  • {"unique-ip"=>"5", "full-text"=>"3", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2016", "month"=>"5"}
  • {"unique-ip"=>"6", "full-text"=>"7", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"6"}
  • {"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"=>"2016", "month"=>"7"}
  • {"unique-ip"=>"14", "full-text"=>"13", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"2", "cited-by"=>"2", "year"=>"2016", "month"=>"8"}
  • {"unique-ip"=>"8", "full-text"=>"9", "pdf"=>"3", "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"=>"6", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"10"}
  • {"unique-ip"=>"9", "full-text"=>"12", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"11"}
  • {"unique-ip"=>"11", "full-text"=>"12", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"12"}
  • {"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"=>"2017", "month"=>"1"}
  • {"unique-ip"=>"5", "full-text"=>"6", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"2"}
  • {"unique-ip"=>"10", "full-text"=>"9", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2017", "month"=>"3"}
  • {"unique-ip"=>"11", "full-text"=>"8", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"4"}
  • {"unique-ip"=>"14", "full-text"=>"9", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"3", "cited-by"=>"0", "year"=>"2017", "month"=>"5"}
  • {"unique-ip"=>"3", "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"=>"6"}
  • {"unique-ip"=>"12", "full-text"=>"16", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"7"}
  • {"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"=>"8"}
  • {"unique-ip"=>"19", "full-text"=>"22", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2017", "month"=>"9"}
  • {"unique-ip"=>"15", "full-text"=>"15", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"10"}

Relative Metric

{"start_date"=>"2009-01-01T00:00:00Z", "end_date"=>"2009-12-31T00:00:00Z", "subject_areas"=>[{"subject_area"=>"/Biology and life sciences", "average_usage"=>[349, 614, 744, 851, 955, 1059, 1167, 1262, 1352, 1431, 1516, 1593, 1668, 1746, 1817, 1883, 1950, 2017, 2075, 2141, 2198, 2254, 2313, 2368, 2424, 2474, 2534, 2591, 2651, 2710, 2776, 2837, 2892, 2953, 3014, 3072, 3130, 3186, 3251, 3307, 3366, 3427, 3500, 3561, 3627, 3688, 3759, 3821, 3888, 3950, 4010, 4070, 4131, 4189, 4242, 4307, 4370, 4431, 4491, 4549, 4608]}, {"subject_area"=>"/Biology and life sciences/Organisms", "average_usage"=>[337, 605, 735, 844, 939, 1037, 1139, 1214, 1300, 1375, 1461, 1543, 1619, 1693, 1768, 1827, 1881, 1948, 2013, 2066, 2118, 2172, 2227, 2270, 2325, 2386, 2443, 2504, 2565, 2609, 2659, 2731, 2792, 2857, 2920, 2984, 3051, 3101, 3165, 3213, 3276, 3344, 3397, 3462, 3512, 3561, 3629, 3710, 3779, 3847, 3897, 3949, 4013, 4086, 4140, 4180, 4239, 4288, 4344, 4409, 4470]}, {"subject_area"=>"/Medicine and health sciences", "average_usage"=>[332, 584, 719, 824, 927, 1030, 1139, 1233, 1322, 1402, 1483, 1570, 1649, 1730, 1806, 1873, 1939, 2003, 2068, 2130, 2191, 2248, 2302, 2362, 2427, 2485, 2544, 2599, 2653, 2709, 2778, 2840, 2896, 2950, 3013, 3073, 3137, 3189, 3253, 3305, 3364, 3423, 3489, 3557, 3606, 3668, 3742, 3797, 3852, 3907, 3962, 4027, 4072, 4132, 4193, 4256, 4308, 4366, 4427, 4493, 4556]}, {"subject_area"=>"/Medicine and health sciences/Epidemiology", "average_usage"=>[317, 569, 684, 763, 857, 943, 1046, 1108, 1187, 1247, 1360, 1430, 1491, 1562, 1627, 1683, 1754, 1820, 1880, 1937, 1994, 2060, 2134, 2191, 2242, 2284, 2330, 2384, 2431, 2496, 2574, 2664, 2732, 2789, 2825, 2955, 3025, 3057, 3090, 3134, 3175, 3209, 3270, 3324, 3387, 3443, 3508, 3602, 3689, 3775, 3815, 3888, 3938, 3980, 4025, 4076, 4120, 4154, 4235, 4323, 4368, 4410]}, {"subject_area"=>"/Medicine and health sciences/Infectious diseases", "average_usage"=>[309, 620, 756, 864, 971, 1066, 1164, 1273, 1370, 1458, 1523, 1618, 1705, 1789, 1845, 1923, 2000, 2070, 2142, 2204, 2256, 2324, 2383, 2444, 2509, 2571, 2620, 2688, 2738, 2795, 2853, 2938, 2996, 3053, 3122, 3182, 3240, 3291, 3349, 3407, 3501, 3554, 3615, 3665, 3716, 3771, 3824, 3896, 3946, 4013, 4072, 4122, 4178, 4231, 4274, 4339, 4402, 4479, 4539, 4602, 4650]}, {"subject_area"=>"/Medicine and health sciences/Pathology and laboratory medicine", "average_usage"=>[302, 565, 710, 814, 921, 1026, 1126, 1222, 1311, 1409, 1491, 1580, 1659, 1736, 1809, 1874, 1947, 2004, 2061, 2133, 2186, 2236, 2302, 2362, 2441, 2494, 2550, 2603, 2651, 2711, 2785, 2840, 2904, 2962, 3018, 3066, 3133, 3181, 3253, 3300, 3357, 3409, 3459, 3556, 3621, 3657, 3709, 3784, 3856, 3886, 3958, 4027, 4081, 4124, 4183, 4241, 4297, 4338, 4391, 4437, 4488]}]}
Loading … Spinner
There are currently no alerts