Understanding the Sustainability of Retail Food Recovery
Events
Loading … Spinner

Mendeley | Further Information

{"title"=>"Understanding the Sustainability of Retail Food Recovery", "type"=>"journal", "authors"=>[{"first_name"=>"Caleb", "last_name"=>"Phillips", "scopus_author_id"=>"24776620800"}, {"first_name"=>"Rhonda", "last_name"=>"Hoenigman", "scopus_author_id"=>"6508370238"}, {"first_name"=>"Becky", "last_name"=>"Higbee", "scopus_author_id"=>"55879693100"}, {"first_name"=>"Tom", "last_name"=>"Reed", "scopus_author_id"=>"55879968500"}], "year"=>2013, "source"=>"PLoS ONE", "identifiers"=>{"doi"=>"10.1371/journal.pone.0075530", "sgr"=>"84885409461", "pmid"=>"24130716", "issn"=>"19326203", "scopus"=>"2-s2.0-84885409461", "pui"=>"370004455"}, "id"=>"80c98e2c-2c69-346d-b3f4-7eaf6183ab8e", "abstract"=>"<p>In this paper we study the simultaneous problems of food waste and hunger in the context of food (waste) rescue and redistribution as a means for mitigating hunger. To this end, we develop an empirical model that can be used in Monte Carlo simulations to study the dynamics of the underlying problem. Our model's parameters are derived from a data set provided by a large food bank and food rescue organization in north central Colorado. We find that food supply is a non-parametric heavy-tailed process that is well modeled with an extreme value peaks over threshold model. Although the underlying process is stochastic, the basic approach of food rescue and redistribution to meet hunger demand appears to be feasible. The ultimate sustainability of this model is intimately tied to the rate at which food expires and hence the ability to preserve and quickly transport and redistribute food. The cost of the redistribution is related to the number and density of participating suppliers. The results show that costs can be reduced (and supply increased) simply by recruiting additional donors to participate. With sufficient funding and manpower, a significant amount of food can be rescued from the waste stream and used to feed the hungry.</p>", "link"=>"http://www.mendeley.com/research/understanding-sustainability-retail-food-recovery", "reader_count"=>46, "reader_count_by_academic_status"=>{"Unspecified"=>1, "Professor > Associate Professor"=>2, "Librarian"=>1, "Student > Doctoral Student"=>1, "Researcher"=>3, "Student > Ph. D. Student"=>12, "Student > Postgraduate"=>5, "Student > Master"=>8, "Student > Bachelor"=>8, "Lecturer"=>1, "Lecturer > Senior Lecturer"=>3, "Professor"=>1}, "reader_count_by_user_role"=>{"Unspecified"=>1, "Professor > Associate Professor"=>2, "Librarian"=>1, "Student > Doctoral Student"=>1, "Researcher"=>3, "Student > Ph. D. Student"=>12, "Student > Postgraduate"=>5, "Student > Master"=>8, "Student > Bachelor"=>8, "Lecturer"=>1, "Lecturer > Senior Lecturer"=>3, "Professor"=>1}, "reader_count_by_subject_area"=>{"Unspecified"=>4, "Agricultural and Biological Sciences"=>8, "Arts and Humanities"=>1, "Business, Management and Accounting"=>10, "Chemical Engineering"=>1, "Computer Science"=>2, "Economics, Econometrics and Finance"=>1, "Engineering"=>4, "Environmental Science"=>6, "Nursing and Health Professions"=>2, "Mathematics"=>1, "Medicine and Dentistry"=>1, "Design"=>1, "Sports and Recreations"=>1, "Physics and Astronomy"=>1, "Social Sciences"=>2}, "reader_count_by_subdiscipline"=>{"Medicine and Dentistry"=>{"Medicine and Dentistry"=>1}, "Social Sciences"=>{"Social Sciences"=>2}, "Sports and Recreations"=>{"Sports and Recreations"=>1}, "Physics and Astronomy"=>{"Physics and Astronomy"=>1}, "Mathematics"=>{"Mathematics"=>1}, "Unspecified"=>{"Unspecified"=>4}, "Environmental Science"=>{"Environmental Science"=>6}, "Chemical Engineering"=>{"Chemical Engineering"=>1}, "Arts and Humanities"=>{"Arts and Humanities"=>1}, "Design"=>{"Design"=>1}, "Engineering"=>{"Engineering"=>4}, "Economics, Econometrics and Finance"=>{"Economics, Econometrics and Finance"=>1}, "Agricultural and Biological Sciences"=>{"Agricultural and Biological Sciences"=>8}, "Computer Science"=>{"Computer Science"=>2}, "Business, Management and Accounting"=>{"Business, Management and Accounting"=>10}, "Nursing and Health Professions"=>{"Nursing and Health Professions"=>2}}, "reader_count_by_country"=>{"United States"=>1, "Finland"=>1, "United Kingdom"=>1, "Chile"=>1}, "group_count"=>5}

Scopus | Further Information

{"@_fa"=>"true", "link"=>[{"@_fa"=>"true", "@ref"=>"self", "@href"=>"https://api.elsevier.com/content/abstract/scopus_id/84885409461"}, {"@_fa"=>"true", "@ref"=>"author-affiliation", "@href"=>"https://api.elsevier.com/content/abstract/scopus_id/84885409461?field=author,affiliation"}, {"@_fa"=>"true", "@ref"=>"scopus", "@href"=>"https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84885409461&origin=inward"}, {"@_fa"=>"true", "@ref"=>"scopus-citedby", "@href"=>"https://www.scopus.com/inward/citedby.uri?partnerID=HzOxMe3b&scp=84885409461&origin=inward"}], "prism:url"=>"https://api.elsevier.com/content/abstract/scopus_id/84885409461", "dc:identifier"=>"SCOPUS_ID:84885409461", "eid"=>"2-s2.0-84885409461", "dc:title"=>"Understanding the Sustainability of Retail Food Recovery", "dc:creator"=>"Phillips C.", "prism:publicationName"=>"PLoS ONE", "prism:eIssn"=>"19326203", "prism:volume"=>"8", "prism:issueIdentifier"=>"10", "prism:pageRange"=>nil, "prism:coverDate"=>"2013-10-10", "prism:coverDisplayDate"=>"10 October 2013", "prism:doi"=>"10.1371/journal.pone.0075530", "citedby-count"=>"20", "affiliation"=>[{"@_fa"=>"true", "affilname"=>"University of Colorado Boulder", "affiliation-city"=>"Boulder", "affiliation-country"=>"United States"}], "pubmed-id"=>"24130716", "prism:aggregationType"=>"Journal", "subtype"=>"ar", "subtypeDescription"=>"Article", "article-number"=>"e75530", "source-id"=>"10600153309", "openaccess"=>"1", "openaccessFlag"=>true}

Facebook

  • {"url"=>"http%3A%2F%2Fjournals.plos.org%2Fplosone%2Farticle%3Fid%3D10.1371%252Fjournal.pone.0075530", "share_count"=>0, "like_count"=>0, "comment_count"=>0, "click_count"=>0, "total_count"=>0}

Twitter

Counter

  • {"month"=>"10", "year"=>"2013", "pdf_views"=>"44", "xml_views"=>"18", "html_views"=>"387"}
  • {"month"=>"11", "year"=>"2013", "pdf_views"=>"16", "xml_views"=>"1", "html_views"=>"69"}
  • {"month"=>"12", "year"=>"2013", "pdf_views"=>"8", "xml_views"=>"0", "html_views"=>"77"}
  • {"month"=>"1", "year"=>"2014", "pdf_views"=>"18", "xml_views"=>"0", "html_views"=>"94"}
  • {"month"=>"2", "year"=>"2014", "pdf_views"=>"9", "xml_views"=>"0", "html_views"=>"71"}
  • {"month"=>"3", "year"=>"2014", "pdf_views"=>"11", "xml_views"=>"1", "html_views"=>"69"}
  • {"month"=>"4", "year"=>"2014", "pdf_views"=>"8", "xml_views"=>"1", "html_views"=>"96"}
  • {"month"=>"5", "year"=>"2014", "pdf_views"=>"12", "xml_views"=>"2", "html_views"=>"73"}
  • {"month"=>"6", "year"=>"2014", "pdf_views"=>"3", "xml_views"=>"0", "html_views"=>"29"}
  • {"month"=>"7", "year"=>"2014", "pdf_views"=>"6", "xml_views"=>"0", "html_views"=>"27"}
  • {"month"=>"8", "year"=>"2014", "pdf_views"=>"2", "xml_views"=>"2", "html_views"=>"28"}
  • {"month"=>"9", "year"=>"2014", "pdf_views"=>"12", "xml_views"=>"3", "html_views"=>"59"}
  • {"month"=>"10", "year"=>"2014", "pdf_views"=>"17", "xml_views"=>"1", "html_views"=>"82"}
  • {"month"=>"11", "year"=>"2014", "pdf_views"=>"4", "xml_views"=>"4", "html_views"=>"89"}
  • {"month"=>"12", "year"=>"2014", "pdf_views"=>"5", "xml_views"=>"0", "html_views"=>"76"}
  • {"month"=>"1", "year"=>"2015", "pdf_views"=>"8", "xml_views"=>"0", "html_views"=>"63"}
  • {"month"=>"2", "year"=>"2015", "pdf_views"=>"5", "xml_views"=>"0", "html_views"=>"53"}
  • {"month"=>"3", "year"=>"2015", "pdf_views"=>"7", "xml_views"=>"0", "html_views"=>"77"}
  • {"month"=>"4", "year"=>"2015", "pdf_views"=>"9", "xml_views"=>"1", "html_views"=>"71"}
  • {"month"=>"5", "year"=>"2015", "pdf_views"=>"5", "xml_views"=>"0", "html_views"=>"111"}
  • {"month"=>"6", "year"=>"2015", "pdf_views"=>"8", "xml_views"=>"0", "html_views"=>"69"}
  • {"month"=>"7", "year"=>"2015", "pdf_views"=>"3", "xml_views"=>"0", "html_views"=>"35"}
  • {"month"=>"8", "year"=>"2015", "pdf_views"=>"5", "xml_views"=>"2", "html_views"=>"39"}
  • {"month"=>"9", "year"=>"2015", "pdf_views"=>"7", "xml_views"=>"1", "html_views"=>"357"}
  • {"month"=>"10", "year"=>"2015", "pdf_views"=>"9", "xml_views"=>"0", "html_views"=>"134"}
  • {"month"=>"11", "year"=>"2015", "pdf_views"=>"10", "xml_views"=>"0", "html_views"=>"107"}
  • {"month"=>"12", "year"=>"2015", "pdf_views"=>"8", "xml_views"=>"1", "html_views"=>"111"}
  • {"month"=>"1", "year"=>"2016", "pdf_views"=>"5", "xml_views"=>"0", "html_views"=>"104"}
  • {"month"=>"2", "year"=>"2016", "pdf_views"=>"5", "xml_views"=>"0", "html_views"=>"89"}
  • {"month"=>"3", "year"=>"2016", "pdf_views"=>"8", "xml_views"=>"0", "html_views"=>"95"}
  • {"month"=>"4", "year"=>"2016", "pdf_views"=>"12", "xml_views"=>"0", "html_views"=>"92"}
  • {"month"=>"5", "year"=>"2016", "pdf_views"=>"18", "xml_views"=>"0", "html_views"=>"56"}
  • {"month"=>"6", "year"=>"2016", "pdf_views"=>"10", "xml_views"=>"0", "html_views"=>"43"}
  • {"month"=>"7", "year"=>"2016", "pdf_views"=>"13", "xml_views"=>"0", "html_views"=>"36"}
  • {"month"=>"8", "year"=>"2016", "pdf_views"=>"17", "xml_views"=>"0", "html_views"=>"57"}
  • {"month"=>"9", "year"=>"2016", "pdf_views"=>"14", "xml_views"=>"0", "html_views"=>"84"}
  • {"month"=>"10", "year"=>"2016", "pdf_views"=>"16", "xml_views"=>"0", "html_views"=>"101"}
  • {"month"=>"11", "year"=>"2016", "pdf_views"=>"10", "xml_views"=>"0", "html_views"=>"117"}
  • {"month"=>"12", "year"=>"2016", "pdf_views"=>"9", "xml_views"=>"0", "html_views"=>"64"}
  • {"month"=>"1", "year"=>"2017", "pdf_views"=>"9", "xml_views"=>"2", "html_views"=>"67"}
  • {"month"=>"2", "year"=>"2017", "pdf_views"=>"13", "xml_views"=>"0", "html_views"=>"93"}
  • {"month"=>"3", "year"=>"2017", "pdf_views"=>"16", "xml_views"=>"1", "html_views"=>"103"}
  • {"month"=>"4", "year"=>"2017", "pdf_views"=>"21", "xml_views"=>"0", "html_views"=>"84"}
  • {"month"=>"5", "year"=>"2017", "pdf_views"=>"4", "xml_views"=>"0", "html_views"=>"68"}
  • {"month"=>"6", "year"=>"2017", "pdf_views"=>"8", "xml_views"=>"0", "html_views"=>"72"}
  • {"month"=>"7", "year"=>"2017", "pdf_views"=>"9", "xml_views"=>"1", "html_views"=>"65"}
  • {"month"=>"8", "year"=>"2017", "pdf_views"=>"17", "xml_views"=>"2", "html_views"=>"66"}
  • {"month"=>"9", "year"=>"2017", "pdf_views"=>"19", "xml_views"=>"2", "html_views"=>"92"}
  • {"month"=>"10", "year"=>"2017", "pdf_views"=>"33", "xml_views"=>"2", "html_views"=>"129"}
  • {"month"=>"11", "year"=>"2017", "pdf_views"=>"29", "xml_views"=>"1", "html_views"=>"144"}
  • {"month"=>"12", "year"=>"2017", "pdf_views"=>"14", "xml_views"=>"1", "html_views"=>"88"}
  • {"month"=>"1", "year"=>"2018", "pdf_views"=>"11", "xml_views"=>"0", "html_views"=>"46"}
  • {"month"=>"2", "year"=>"2018", "pdf_views"=>"18", "xml_views"=>"0", "html_views"=>"79"}
  • {"month"=>"3", "year"=>"2018", "pdf_views"=>"28", "xml_views"=>"2", "html_views"=>"64"}
  • {"month"=>"4", "year"=>"2018", "pdf_views"=>"12", "xml_views"=>"0", "html_views"=>"76"}
  • {"month"=>"5", "year"=>"2018", "pdf_views"=>"6", "xml_views"=>"0", "html_views"=>"32"}
  • {"month"=>"6", "year"=>"2018", "pdf_views"=>"5", "xml_views"=>"1", "html_views"=>"29"}
  • {"month"=>"7", "year"=>"2018", "pdf_views"=>"7", "xml_views"=>"3", "html_views"=>"28"}
  • {"month"=>"8", "year"=>"2018", "pdf_views"=>"2", "xml_views"=>"1", "html_views"=>"53"}
  • {"month"=>"9", "year"=>"2018", "pdf_views"=>"8", "xml_views"=>"1", "html_views"=>"55"}
  • {"month"=>"10", "year"=>"2018", "pdf_views"=>"8", "xml_views"=>"1", "html_views"=>"40"}
  • {"month"=>"11", "year"=>"2018", "pdf_views"=>"16", "xml_views"=>"1", "html_views"=>"53"}
  • {"month"=>"12", "year"=>"2018", "pdf_views"=>"10", "xml_views"=>"1", "html_views"=>"35"}
  • {"month"=>"1", "year"=>"2019", "pdf_views"=>"5", "xml_views"=>"0", "html_views"=>"27"}
  • {"month"=>"2", "year"=>"2019", "pdf_views"=>"26", "xml_views"=>"0", "html_views"=>"28"}
  • {"month"=>"3", "year"=>"2019", "pdf_views"=>"27", "xml_views"=>"0", "html_views"=>"46"}
  • {"month"=>"4", "year"=>"2019", "pdf_views"=>"21", "xml_views"=>"0", "html_views"=>"45"}
  • {"month"=>"5", "year"=>"2019", "pdf_views"=>"14", "xml_views"=>"2", "html_views"=>"59"}
  • {"month"=>"6", "year"=>"2019", "pdf_views"=>"8", "xml_views"=>"0", "html_views"=>"45"}
  • {"month"=>"7", "year"=>"2019", "pdf_views"=>"20", "xml_views"=>"0", "html_views"=>"28"}
  • {"month"=>"8", "year"=>"2019", "pdf_views"=>"6", "xml_views"=>"0", "html_views"=>"21"}
  • {"month"=>"9", "year"=>"2019", "pdf_views"=>"15", "xml_views"=>"0", "html_views"=>"44"}
  • {"month"=>"10", "year"=>"2019", "pdf_views"=>"11", "xml_views"=>"1", "html_views"=>"91"}
  • {"month"=>"11", "year"=>"2019", "pdf_views"=>"19", "xml_views"=>"1", "html_views"=>"46"}
  • {"month"=>"12", "year"=>"2019", "pdf_views"=>"15", "xml_views"=>"1", "html_views"=>"57"}
  • {"month"=>"1", "year"=>"2020", "pdf_views"=>"8", "xml_views"=>"2", "html_views"=>"27"}
  • {"month"=>"2", "year"=>"2020", "pdf_views"=>"17", "xml_views"=>"1", "html_views"=>"31"}
  • {"month"=>"3", "year"=>"2020", "pdf_views"=>"11", "xml_views"=>"0", "html_views"=>"33"}
  • {"month"=>"4", "year"=>"2020", "pdf_views"=>"21", "xml_views"=>"0", "html_views"=>"21"}
  • {"month"=>"5", "year"=>"2020", "pdf_views"=>"21", "xml_views"=>"1", "html_views"=>"20"}
  • {"month"=>"6", "year"=>"2020", "pdf_views"=>"9", "xml_views"=>"1", "html_views"=>"19"}
  • {"month"=>"7", "year"=>"2020", "pdf_views"=>"22", "xml_views"=>"0", "html_views"=>"21"}
  • {"month"=>"8", "year"=>"2020", "pdf_views"=>"7", "xml_views"=>"0", "html_views"=>"3"}

Figshare

  • {"files"=>["https://ndownloader.figshare.com/files/1232413"], "description"=>"<p>Relationship between cost and percentage of participating donors in the complete supplier set. Each line corresponds to the cost curve associated with a different demand goal between 2,000 lbs (bottom-most line) and 48,500 lbs (line along main diagonal).</p>", "links"=>[], "tags"=>["participating"], "article_id"=>819637, "categories"=>["Science Policy", "Information And Computing Sciences", "Earth and Environmental Sciences", "Biological Sciences", "Ecology"], "users"=>["Caleb Phillips", "Rhonda Hoenigman", "Becky Higbee", "Tom Reed"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0075530.g005", "stats"=>{"downloads"=>1, "page_views"=>13, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Cost_and_participating_donors_/819637", "title"=>"Cost and participating donors.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-10-10 07:16:47"}
  • {"files"=>["https://ndownloader.figshare.com/files/1232412"], "description"=>"<p>Number of days when the supply does not meet demand as a function of the epsilon value, using the set of 90 suppliers with a central warehouse.</p>", "links"=>[], "tags"=>["underruns", "365-day"], "article_id"=>819636, "categories"=>["Science Policy", "Information And Computing Sciences", "Earth and Environmental Sciences", "Biological Sciences", "Ecology"], "users"=>["Caleb Phillips", "Rhonda Hoenigman", "Becky Higbee", "Tom Reed"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0075530.g004", "stats"=>{"downloads"=>1, "page_views"=>9, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Number_of_underruns_for_a_365_day_simulation_/819636", "title"=>"Number of underruns for a 365-day simulation.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-10-10 07:16:47"}
  • {"files"=>["https://ndownloader.figshare.com/files/1232409"], "description"=>"<p>Food rescue data is used to fit generative statistical models for supply (waste) and demand (hunger). A spatial distribution model uses the supply models and geographic information system (GIS) data to determine the cost of picking up food at donors.</p>", "links"=>[], "tags"=>["modeling", "simulation"], "article_id"=>819633, "categories"=>["Science Policy", "Information And Computing Sciences", "Earth and Environmental Sciences", "Biological Sciences", "Ecology"], "users"=>["Caleb Phillips", "Rhonda Hoenigman", "Becky Higbee", "Tom Reed"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0075530.g001", "stats"=>{"downloads"=>0, "page_views"=>8, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Overview_of_modeling_and_simulation_process_/819633", "title"=>"Overview of modeling and simulation process.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-10-10 07:16:47"}
  • {"files"=>["https://ndownloader.figshare.com/files/1232414"], "description"=>"<p>GPD fit parameters for daily supply and demand distributions in pounds. Standard Error values for the fitted parameters are given in parentheses.</p>", "links"=>[], "tags"=>["distributions", "fitted"], "article_id"=>819638, "categories"=>["Science Policy", "Information And Computing Sciences", "Earth and Environmental Sciences", "Biological Sciences", "Ecology"], "users"=>["Caleb Phillips", "Rhonda Hoenigman", "Becky Higbee", "Tom Reed"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0075530.t001", "stats"=>{"downloads"=>1, "page_views"=>13, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_GPD_fit_parameters_for_daily_supply_and_demand_distributions_in_pounds_Standard_Error_values_for_the_fitted_parameters_are_given_in_parentheses_/819638", "title"=>"GPD fit parameters for daily supply and demand distributions in pounds. Standard Error values for the fitted parameters are given in parentheses.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2013-10-10 07:16:47"}
  • {"files"=>["https://ndownloader.figshare.com/files/1232411"], "description"=>"<p>Log/Log-linear correlation between mean daily scale and square footage of participating donors.</p>", "links"=>[], "tags"=>[], "article_id"=>819635, "categories"=>["Science Policy", "Information And Computing Sciences", "Earth and Environmental Sciences", "Biological Sciences", "Ecology"], "users"=>["Caleb Phillips", "Rhonda Hoenigman", "Becky Higbee", "Tom Reed"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0075530.g003", "stats"=>{"downloads"=>1, "page_views"=>12, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Correlation_between_donor_size_and_food_available_/819635", "title"=>"Correlation between donor size and food available.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-10-10 07:16:47"}
  • {"files"=>["https://ndownloader.figshare.com/files/1232410"], "description"=>"<p>QQ-plot and histogram comparing observations to model predictions for the ‘Grocers’ category.</p>", "links"=>[], "tags"=>["observations"], "article_id"=>819634, "categories"=>["Science Policy", "Information And Computing Sciences", "Earth and Environmental Sciences", "Biological Sciences", "Ecology"], "users"=>["Caleb Phillips", "Rhonda Hoenigman", "Becky Higbee", "Tom Reed"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0075530.g002", "stats"=>{"downloads"=>4, "page_views"=>8, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Comparison_of_observations_to_model_/819634", "title"=>"Comparison of observations to model.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-10-10 07:16:47"}

PMC Usage Stats | Further Information

  • {"unique-ip"=>"13", "full-text"=>"11", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"10"}
  • {"unique-ip"=>"14", "full-text"=>"16", "pdf"=>"10", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"11"}
  • {"unique-ip"=>"6", "full-text"=>"10", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"12"}
  • {"unique-ip"=>"10", "full-text"=>"16", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"1"}
  • {"unique-ip"=>"9", "full-text"=>"11", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"2"}
  • {"unique-ip"=>"8", "full-text"=>"7", "pdf"=>"7", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"3"}
  • {"unique-ip"=>"11", "full-text"=>"12", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"5"}
  • {"unique-ip"=>"7", "full-text"=>"15", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"6"}
  • {"unique-ip"=>"14", "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"=>"4"}
  • {"unique-ip"=>"13", "full-text"=>"13", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"4"}
  • {"unique-ip"=>"13", "full-text"=>"12", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"5"}
  • {"unique-ip"=>"6", "full-text"=>"12", "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"=>"9", "full-text"=>"10", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"7"}
  • {"unique-ip"=>"9", "full-text"=>"11", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"3"}
  • {"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"=>"2015", "month"=>"2"}
  • {"unique-ip"=>"5", "full-text"=>"5", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"8"}
  • {"unique-ip"=>"26", "full-text"=>"37", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"9"}
  • {"unique-ip"=>"11", "full-text"=>"19", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"10"}
  • {"unique-ip"=>"14", "full-text"=>"37", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"7"}
  • {"unique-ip"=>"7", "full-text"=>"9", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"8"}
  • {"unique-ip"=>"8", "full-text"=>"8", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"9"}
  • {"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"=>"2014", "month"=>"10"}
  • {"unique-ip"=>"7", "full-text"=>"9", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"1"}
  • {"unique-ip"=>"8", "full-text"=>"8", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"2"}
  • {"unique-ip"=>"7", "full-text"=>"4", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"11"}
  • {"unique-ip"=>"4", "full-text"=>"4", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"12"}
  • {"unique-ip"=>"8", "full-text"=>"6", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"1"}
  • {"unique-ip"=>"13", "full-text"=>"12", "pdf"=>"7", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"2", "year"=>"2015", "month"=>"11"}
  • {"unique-ip"=>"6", "full-text"=>"4", "pdf"=>"2", "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"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"3"}
  • {"unique-ip"=>"11", "full-text"=>"10", "pdf"=>"7", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"4"}
  • {"unique-ip"=>"7", "full-text"=>"5", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"5"}
  • {"unique-ip"=>"4", "full-text"=>"3", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"6"}
  • {"unique-ip"=>"11", "full-text"=>"11", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"7"}
  • {"unique-ip"=>"31", "full-text"=>"19", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"10", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"8"}
  • {"unique-ip"=>"9", "full-text"=>"14", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"9"}
  • {"unique-ip"=>"16", "full-text"=>"18", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"10"}
  • {"unique-ip"=>"15", "full-text"=>"18", "pdf"=>"10", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"11"}
  • {"unique-ip"=>"4", "full-text"=>"4", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"12"}
  • {"unique-ip"=>"6", "full-text"=>"7", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"1"}
  • {"unique-ip"=>"8", "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"=>"2"}
  • {"unique-ip"=>"9", "full-text"=>"15", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"3"}
  • {"unique-ip"=>"9", "full-text"=>"9", "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"=>"7", "full-text"=>"9", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"5"}
  • {"unique-ip"=>"7", "full-text"=>"8", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"15", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"6"}
  • {"unique-ip"=>"6", "full-text"=>"6", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"7"}
  • {"unique-ip"=>"7", "full-text"=>"5", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"8"}
  • {"unique-ip"=>"10", "full-text"=>"8", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"9"}
  • {"unique-ip"=>"10", "full-text"=>"9", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"10"}
  • {"unique-ip"=>"6", "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"=>"11"}
  • {"unique-ip"=>"3", "full-text"=>"3", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"12"}
  • {"unique-ip"=>"5", "full-text"=>"5", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"1"}
  • {"unique-ip"=>"8", "full-text"=>"9", "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"=>"8", "full-text"=>"7", "pdf"=>"4", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"1"}
  • {"unique-ip"=>"17", "full-text"=>"22", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"11"}
  • {"unique-ip"=>"18", "full-text"=>"24", "pdf"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"12"}
  • {"unique-ip"=>"7", "full-text"=>"5", "pdf"=>"3", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"5"}
  • {"unique-ip"=>"4", "full-text"=>"3", "pdf"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"6"}
  • {"unique-ip"=>"18", "full-text"=>"12", "pdf"=>"5", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"4"}
  • {"unique-ip"=>"9", "full-text"=>"6", "pdf"=>"6", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"10"}
  • {"unique-ip"=>"10", "full-text"=>"10", "pdf"=>"3", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"8"}
  • {"unique-ip"=>"5", "full-text"=>"6", "pdf"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"9"}
  • {"unique-ip"=>"12", "full-text"=>"13", "pdf"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"2"}
  • {"unique-ip"=>"13", "full-text"=>"8", "pdf"=>"10", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"3"}
  • {"unique-ip"=>"7", "full-text"=>"7", "pdf"=>"3", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"4"}
  • {"unique-ip"=>"10", "full-text"=>"8", "pdf"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"5"}
  • {"unique-ip"=>"9", "full-text"=>"8", "pdf"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"8"}
  • {"unique-ip"=>"6", "full-text"=>"3", "pdf"=>"4", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"9"}
  • {"unique-ip"=>"10", "full-text"=>"7", "pdf"=>"7", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"10"}
  • {"unique-ip"=>"10", "full-text"=>"5", "pdf"=>"8", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"12"}
  • {"unique-ip"=>"33", "full-text"=>"32", "pdf"=>"8", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2020", "month"=>"2"}
  • {"unique-ip"=>"23", "full-text"=>"26", "pdf"=>"5", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2020", "month"=>"3"}
  • {"unique-ip"=>"36", "full-text"=>"53", "pdf"=>"4", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2020", "month"=>"4"}
  • {"unique-ip"=>"32", "full-text"=>"39", "pdf"=>"5", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2020", "month"=>"5"}
  • {"unique-ip"=>"17", "full-text"=>"17", "pdf"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2020", "month"=>"6"}

Relative Metric

{"start_date"=>"2013-01-01T00:00:00Z", "end_date"=>"2013-12-31T00:00:00Z", "subject_areas"=>[{"subject_area"=>"/Biology and life sciences/Nutrition", "average_usage"=>[264, 463, 602, 708, 816, 908, 1015, 1103, 1200, 1297, 1389, 1476, 1538]}, {"subject_area"=>"/Computer and information sciences/Geoinformatics", "average_usage"=>[207, 433, 502, 593, 671, 768, 838, 938, 1038, 1107, 1149, 1219, 1262]}, {"subject_area"=>"/Medicine and health sciences/Nutrition", "average_usage"=>[273, 476, 611, 714, 821, 911, 1005, 1103, 1201, 1287, 1388, 1478, 1557]}, {"subject_area"=>"/Physical sciences", "average_usage"=>[254, 431, 547, 651, 748, 842, 932, 1017, 1098, 1178, 1259, 1336, 1404]}, {"subject_area"=>"/Physical sciences/Mathematics", "average_usage"=>[259, 431, 541, 639, 727, 816, 898, 980, 1061, 1136, 1214, 1294, 1356]}, {"subject_area"=>"/Social sciences/Economics", "average_usage"=>[283, 468, 592, 699, 799, 907, 980, 1079, 1187, 1282, 1376, 1479, 1547]}, {"subject_area"=>"/Social sciences/Political science", "average_usage"=>[421, 740, 912, 1049, 1166, 1307, 1424, 1535, 1682, 1829, 1942, 2049, 2090]}]}
Loading … Spinner
There are currently no alerts