Yield Trends Are Insufficient to Double Global Crop Production by 2050
Events
Loading … Spinner

Mendeley | Further Information

{"title"=>"Yield Trends Are Insufficient to Double Global Crop Production by 2050", "type"=>"journal", "authors"=>[{"first_name"=>"Deepak K.", "last_name"=>"Ray", "scopus_author_id"=>"7202181543"}, {"first_name"=>"Nathaniel D.", "last_name"=>"Mueller", "scopus_author_id"=>"52364731900"}, {"first_name"=>"Paul C.", "last_name"=>"West", "scopus_author_id"=>"36192505200"}, {"first_name"=>"Jonathan A.", "last_name"=>"Foley", "scopus_author_id"=>"7402873051"}], "year"=>2013, "source"=>"PLoS ONE", "identifiers"=>{"sgr"=>"84879248721", "doi"=>"10.1371/journal.pone.0066428", "pui"=>"369155293", "pmid"=>"23840465", "scopus"=>"2-s2.0-84879248721", "issn"=>"19326203", "isbn"=>"1932-6203 (Electronic)\\r1932-6203 (Linking)"}, "id"=>"8693ddd1-6992-34ba-b676-ae5d002fe845", "abstract"=>"Several studies have shown that global crop production needs to double by 2050 to meet the projected demands from rising population, diet shifts, and increasing biofuels consumption. Boosting crop yields to meet these rising demands, rather than clearing more land for agriculture has been highlighted as a preferred solution to meet this goal. However, we first need to understand how crop yields are changing globally, and whether we are on track to double production by 2050. Using ∼2.5 million agricultural statistics, collected for ∼13,500 political units across the world, we track four key global crops-maize, rice, wheat, and soybean-that currently produce nearly two-thirds of global agricultural calories. We find that yields in these top four crops are increasing at 1.6%, 1.0%, 0.9%, and 1.3% per year, non-compounding rates, respectively, which is less than the 2.4% per year rate required to double global production by 2050. At these rates global production in these crops would increase by ∼67%, ∼42%, ∼38%, and ∼55%, respectively, which is far below what is needed to meet projected demands in 2050. We present detailed maps to identify where rates must be increased to boost crop production and meet rising demands.", "link"=>"http://www.mendeley.com/research/yield-trends-insufficient-double-global-crop-production-2050", "reader_count"=>1158, "reader_count_by_academic_status"=>{"Unspecified"=>36, "Professor > Associate Professor"=>47, "Librarian"=>7, "Student > Doctoral Student"=>48, "Researcher"=>250, "Student > Ph. D. Student"=>291, "Student > Postgraduate"=>40, "Student > Master"=>202, "Other"=>51, "Student > Bachelor"=>127, "Lecturer"=>10, "Lecturer > Senior Lecturer"=>6, "Professor"=>43}, "reader_count_by_user_role"=>{"Unspecified"=>36, "Professor > Associate Professor"=>47, "Librarian"=>7, "Student > Doctoral Student"=>48, "Researcher"=>250, "Student > Ph. D. Student"=>291, "Student > Postgraduate"=>40, "Student > Master"=>202, "Other"=>51, "Student > Bachelor"=>127, "Lecturer"=>10, "Lecturer > Senior Lecturer"=>6, "Professor"=>43}, "reader_count_by_subject_area"=>{"Unspecified"=>82, "Agricultural and Biological Sciences"=>609, "Philosophy"=>3, "Arts and Humanities"=>5, "Business, Management and Accounting"=>7, "Chemical Engineering"=>2, "Chemistry"=>13, "Computer Science"=>12, "Earth and Planetary Sciences"=>60, "Economics, Econometrics and Finance"=>39, "Energy"=>2, "Engineering"=>36, "Environmental Science"=>182, "Biochemistry, Genetics and Molecular Biology"=>51, "Nursing and Health Professions"=>1, "Materials Science"=>2, "Medicine and Dentistry"=>4, "Design"=>2, "Neuroscience"=>2, "Physics and Astronomy"=>4, "Social Sciences"=>39, "Linguistics"=>1}, "reader_count_by_subdiscipline"=>{"Materials Science"=>{"Materials Science"=>2}, "Medicine and Dentistry"=>{"Medicine and Dentistry"=>4}, "Social Sciences"=>{"Social Sciences"=>39}, "Physics and Astronomy"=>{"Physics and Astronomy"=>4}, "Unspecified"=>{"Unspecified"=>82}, "Environmental Science"=>{"Environmental Science"=>182}, "Chemical Engineering"=>{"Chemical Engineering"=>2}, "Arts and Humanities"=>{"Arts and Humanities"=>5}, "Design"=>{"Design"=>2}, "Engineering"=>{"Engineering"=>36}, "Chemistry"=>{"Chemistry"=>13}, "Neuroscience"=>{"Neuroscience"=>2}, "Energy"=>{"Energy"=>2}, "Earth and Planetary Sciences"=>{"Earth and Planetary Sciences"=>60}, "Economics, Econometrics and Finance"=>{"Economics, Econometrics and Finance"=>39}, "Agricultural and Biological Sciences"=>{"Agricultural and Biological Sciences"=>609}, "Computer Science"=>{"Computer Science"=>12}, "Business, Management and Accounting"=>{"Business, Management and Accounting"=>7}, "Nursing and Health Professions"=>{"Nursing and Health Professions"=>1}, "Linguistics"=>{"Linguistics"=>1}, "Biochemistry, Genetics and Molecular Biology"=>{"Biochemistry, Genetics and Molecular Biology"=>51}, "Philosophy"=>{"Philosophy"=>3}}, "reader_count_by_country"=>{"United States"=>30, "Bolivia"=>1, "Paraguay"=>1, "Kazakhstan"=>1, "Syria"=>1, "Greece"=>1, "Netherlands"=>5, "Sweden"=>2, "Pakistan"=>1, "Brazil"=>7, "Chile"=>2, "France"=>6, "Nigeria"=>1, "Colombia"=>3, "Philippines"=>2, "Japan"=>2, "Ukraine"=>1, "United Kingdom"=>7, "Ghana"=>1, "Switzerland"=>2, "India"=>1, "Spain"=>1, "New Zealand"=>2, "Canada"=>1, "Belgium"=>2, "Finland"=>1, "Denmark"=>1, "South Africa"=>2, "Italy"=>1, "Mexico"=>1, "Zimbabwe"=>1, "Australia"=>5, "Germany"=>10, "Indonesia"=>1}, "group_count"=>79}

CrossRef

Scopus | Further Information

{"@_fa"=>"true", "link"=>[{"@_fa"=>"true", "@ref"=>"self", "@href"=>"https://api.elsevier.com/content/abstract/scopus_id/84879248721"}, {"@_fa"=>"true", "@ref"=>"author-affiliation", "@href"=>"https://api.elsevier.com/content/abstract/scopus_id/84879248721?field=author,affiliation"}, {"@_fa"=>"true", "@ref"=>"scopus", "@href"=>"https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84879248721&origin=inward"}, {"@_fa"=>"true", "@ref"=>"scopus-citedby", "@href"=>"https://www.scopus.com/inward/citedby.uri?partnerID=HzOxMe3b&scp=84879248721&origin=inward"}], "prism:url"=>"https://api.elsevier.com/content/abstract/scopus_id/84879248721", "dc:identifier"=>"SCOPUS_ID:84879248721", "eid"=>"2-s2.0-84879248721", "dc:title"=>"Yield Trends Are Insufficient to Double Global Crop Production by 2050", "dc:creator"=>"Ray D.", "prism:publicationName"=>"PLoS ONE", "prism:eIssn"=>"19326203", "prism:volume"=>"8", "prism:issueIdentifier"=>"6", "prism:pageRange"=>nil, "prism:coverDate"=>"2013-06-19", "prism:coverDisplayDate"=>"19 June 2013", "prism:doi"=>"10.1371/journal.pone.0066428", "citedby-count"=>"818", "affiliation"=>[{"@_fa"=>"true", "affilname"=>"University of Minnesota Twin Cities", "affiliation-city"=>"Minneapolis", "affiliation-country"=>"United States"}], "pubmed-id"=>"23840465", "prism:aggregationType"=>"Journal", "subtype"=>"ar", "subtypeDescription"=>"Article", "article-number"=>"e66428", "source-id"=>"10600153309", "openaccess"=>"1", "openaccessFlag"=>true}

Article Coverage

Facebook

  • {"url"=>"http%3A%2F%2Fjournals.plos.org%2Fplosone%2Farticle%3Fid%3D10.1371%252Fjournal.pone.0066428", "share_count"=>9, "like_count"=>20, "comment_count"=>14, "click_count"=>0, "total_count"=>43}

Journal Comments | Further Information

Twitter

Counter

  • {"month"=>"6", "year"=>"2013", "pdf_views"=>"1136", "xml_views"=>"15", "html_views"=>"10358"}
  • {"month"=>"7", "year"=>"2013", "pdf_views"=>"882", "xml_views"=>"10", "html_views"=>"8332"}
  • {"month"=>"8", "year"=>"2013", "pdf_views"=>"249", "xml_views"=>"3", "html_views"=>"2490"}
  • {"month"=>"9", "year"=>"2013", "pdf_views"=>"153", "xml_views"=>"2", "html_views"=>"1928"}
  • {"month"=>"10", "year"=>"2013", "pdf_views"=>"155", "xml_views"=>"3", "html_views"=>"1731"}
  • {"month"=>"11", "year"=>"2013", "pdf_views"=>"175", "xml_views"=>"5", "html_views"=>"1618"}
  • {"month"=>"12", "year"=>"2013", "pdf_views"=>"179", "xml_views"=>"2", "html_views"=>"1023"}
  • {"month"=>"1", "year"=>"2014", "pdf_views"=>"246", "xml_views"=>"3", "html_views"=>"1494"}
  • {"month"=>"2", "year"=>"2014", "pdf_views"=>"137", "xml_views"=>"1", "html_views"=>"1001"}
  • {"month"=>"3", "year"=>"2014", "pdf_views"=>"153", "xml_views"=>"3", "html_views"=>"2007"}
  • {"month"=>"4", "year"=>"2014", "pdf_views"=>"198", "xml_views"=>"3", "html_views"=>"2068"}
  • {"month"=>"5", "year"=>"2014", "pdf_views"=>"132", "xml_views"=>"3", "html_views"=>"1130"}
  • {"month"=>"6", "year"=>"2014", "pdf_views"=>"116", "xml_views"=>"3", "html_views"=>"935"}
  • {"month"=>"7", "year"=>"2014", "pdf_views"=>"100", "xml_views"=>"0", "html_views"=>"924"}
  • {"month"=>"8", "year"=>"2014", "pdf_views"=>"116", "xml_views"=>"5", "html_views"=>"974"}
  • {"month"=>"9", "year"=>"2014", "pdf_views"=>"147", "xml_views"=>"2", "html_views"=>"1288"}
  • {"month"=>"10", "year"=>"2014", "pdf_views"=>"147", "xml_views"=>"5", "html_views"=>"1464"}
  • {"month"=>"11", "year"=>"2014", "pdf_views"=>"145", "xml_views"=>"2", "html_views"=>"1494"}
  • {"month"=>"12", "year"=>"2014", "pdf_views"=>"94", "xml_views"=>"3", "html_views"=>"1120"}
  • {"month"=>"1", "year"=>"2015", "pdf_views"=>"154", "xml_views"=>"0", "html_views"=>"925"}
  • {"month"=>"2", "year"=>"2015", "pdf_views"=>"142", "xml_views"=>"0", "html_views"=>"1052"}
  • {"month"=>"3", "year"=>"2015", "pdf_views"=>"145", "xml_views"=>"0", "html_views"=>"1164"}
  • {"month"=>"4", "year"=>"2015", "pdf_views"=>"121", "xml_views"=>"1", "html_views"=>"978"}
  • {"month"=>"5", "year"=>"2015", "pdf_views"=>"125", "xml_views"=>"0", "html_views"=>"1070"}
  • {"month"=>"6", "year"=>"2015", "pdf_views"=>"126", "xml_views"=>"0", "html_views"=>"1063"}
  • {"month"=>"7", "year"=>"2015", "pdf_views"=>"111", "xml_views"=>"0", "html_views"=>"782"}
  • {"month"=>"8", "year"=>"2015", "pdf_views"=>"111", "xml_views"=>"1", "html_views"=>"834"}
  • {"month"=>"9", "year"=>"2015", "pdf_views"=>"133", "xml_views"=>"0", "html_views"=>"923"}
  • {"month"=>"10", "year"=>"2015", "pdf_views"=>"164", "xml_views"=>"0", "html_views"=>"1109"}
  • {"month"=>"11", "year"=>"2015", "pdf_views"=>"151", "xml_views"=>"0", "html_views"=>"1185"}
  • {"month"=>"12", "year"=>"2015", "pdf_views"=>"91", "xml_views"=>"0", "html_views"=>"864"}
  • {"month"=>"1", "year"=>"2016", "pdf_views"=>"150", "xml_views"=>"0", "html_views"=>"840"}
  • {"month"=>"2", "year"=>"2016", "pdf_views"=>"70", "xml_views"=>"0", "html_views"=>"1157"}
  • {"month"=>"3", "year"=>"2016", "pdf_views"=>"143", "xml_views"=>"0", "html_views"=>"947"}
  • {"month"=>"4", "year"=>"2016", "pdf_views"=>"162", "xml_views"=>"0", "html_views"=>"1034"}
  • {"month"=>"5", "year"=>"2016", "pdf_views"=>"161", "xml_views"=>"0", "html_views"=>"836"}
  • {"month"=>"6", "year"=>"2016", "pdf_views"=>"193", "xml_views"=>"0", "html_views"=>"699"}
  • {"month"=>"7", "year"=>"2016", "pdf_views"=>"116", "xml_views"=>"0", "html_views"=>"565"}
  • {"month"=>"8", "year"=>"2016", "pdf_views"=>"140", "xml_views"=>"0", "html_views"=>"888"}
  • {"month"=>"9", "year"=>"2016", "pdf_views"=>"180", "xml_views"=>"0", "html_views"=>"882"}
  • {"month"=>"10", "year"=>"2016", "pdf_views"=>"188", "xml_views"=>"0", "html_views"=>"1081"}
  • {"month"=>"11", "year"=>"2016", "pdf_views"=>"109", "xml_views"=>"0", "html_views"=>"982"}
  • {"month"=>"12", "year"=>"2016", "pdf_views"=>"153", "xml_views"=>"5", "html_views"=>"725"}
  • {"month"=>"1", "year"=>"2017", "pdf_views"=>"213", "xml_views"=>"2", "html_views"=>"1110"}
  • {"month"=>"2", "year"=>"2017", "pdf_views"=>"186", "xml_views"=>"8", "html_views"=>"1145"}
  • {"month"=>"3", "year"=>"2017", "pdf_views"=>"229", "xml_views"=>"7", "html_views"=>"1567"}
  • {"month"=>"4", "year"=>"2017", "pdf_views"=>"199", "xml_views"=>"7", "html_views"=>"1389"}
  • {"month"=>"5", "year"=>"2017", "pdf_views"=>"193", "xml_views"=>"6", "html_views"=>"1178"}
  • {"month"=>"6", "year"=>"2017", "pdf_views"=>"187", "xml_views"=>"4", "html_views"=>"913"}
  • {"month"=>"7", "year"=>"2017", "pdf_views"=>"182", "xml_views"=>"4", "html_views"=>"869"}
  • {"month"=>"8", "year"=>"2017", "pdf_views"=>"256", "xml_views"=>"7", "html_views"=>"955"}
  • {"month"=>"9", "year"=>"2017", "pdf_views"=>"193", "xml_views"=>"1", "html_views"=>"1377"}
  • {"month"=>"10", "year"=>"2017", "pdf_views"=>"252", "xml_views"=>"5", "html_views"=>"1559"}
  • {"month"=>"11", "year"=>"2017", "pdf_views"=>"195", "xml_views"=>"5", "html_views"=>"1347"}
  • {"month"=>"12", "year"=>"2017", "pdf_views"=>"201", "xml_views"=>"3", "html_views"=>"996"}
  • {"month"=>"1", "year"=>"2018", "pdf_views"=>"269", "xml_views"=>"5", "html_views"=>"924"}
  • {"month"=>"2", "year"=>"2018", "pdf_views"=>"271", "xml_views"=>"4", "html_views"=>"802"}
  • {"month"=>"3", "year"=>"2018", "pdf_views"=>"278", "xml_views"=>"5", "html_views"=>"942"}
  • {"month"=>"4", "year"=>"2018", "pdf_views"=>"244", "xml_views"=>"6", "html_views"=>"870"}
  • {"month"=>"5", "year"=>"2018", "pdf_views"=>"224", "xml_views"=>"8", "html_views"=>"792"}
  • {"month"=>"6", "year"=>"2018", "pdf_views"=>"177", "xml_views"=>"4", "html_views"=>"655"}
  • {"month"=>"7", "year"=>"2018", "pdf_views"=>"204", "xml_views"=>"15", "html_views"=>"684"}
  • {"month"=>"8", "year"=>"2018", "pdf_views"=>"258", "xml_views"=>"8", "html_views"=>"798"}
  • {"month"=>"9", "year"=>"2018", "pdf_views"=>"216", "xml_views"=>"3", "html_views"=>"689"}
  • {"month"=>"10", "year"=>"2018", "pdf_views"=>"314", "xml_views"=>"3", "html_views"=>"778"}
  • {"month"=>"11", "year"=>"2018", "pdf_views"=>"293", "xml_views"=>"7", "html_views"=>"836"}
  • {"month"=>"12", "year"=>"2018", "pdf_views"=>"150", "xml_views"=>"1", "html_views"=>"613"}
  • {"month"=>"1", "year"=>"2019", "pdf_views"=>"282", "xml_views"=>"4", "html_views"=>"696"}
  • {"month"=>"2", "year"=>"2019", "pdf_views"=>"283", "xml_views"=>"2", "html_views"=>"704"}
  • {"month"=>"3", "year"=>"2019", "pdf_views"=>"285", "xml_views"=>"2", "html_views"=>"834"}
  • {"month"=>"4", "year"=>"2019", "pdf_views"=>"283", "xml_views"=>"4", "html_views"=>"736"}
  • {"month"=>"5", "year"=>"2019", "pdf_views"=>"283", "xml_views"=>"3", "html_views"=>"891"}
  • {"month"=>"6", "year"=>"2019", "pdf_views"=>"224", "xml_views"=>"1", "html_views"=>"659"}
  • {"month"=>"7", "year"=>"2019", "pdf_views"=>"215", "xml_views"=>"4", "html_views"=>"543"}
  • {"month"=>"8", "year"=>"2019", "pdf_views"=>"215", "xml_views"=>"2", "html_views"=>"482"}
  • {"month"=>"9", "year"=>"2019", "pdf_views"=>"262", "xml_views"=>"6", "html_views"=>"564"}
  • {"month"=>"10", "year"=>"2019", "pdf_views"=>"330", "xml_views"=>"2", "html_views"=>"664"}
  • {"month"=>"11", "year"=>"2019", "pdf_views"=>"317", "xml_views"=>"3", "html_views"=>"661"}
  • {"month"=>"12", "year"=>"2019", "pdf_views"=>"317", "xml_views"=>"1", "html_views"=>"520"}
  • {"month"=>"1", "year"=>"2020", "pdf_views"=>"239", "xml_views"=>"5", "html_views"=>"386"}

Figshare

  • {"files"=>["https://ndownloader.figshare.com/files/1093997"], "description"=>"<p>Observed area-weighted global yield 1961–2008 shown using closed circles and projections to 2050 using solid lines for maize, rice, wheat, and soybean. Shading shows the 90% confidence region derived from 99 bootstrapped samples. The dashed line shows the trend of the ∼2.4% yield improvement required each year to double production in these crops by 2050 without bringing additional land under cultivation starting in the base year of 2008.</p>", "links"=>[], "tags"=>["Agricultural production", "crops", "cereals", "maize", "rice", "wheat", "Environmental sciences", "Environmental geography", "geography", "Human geography"], "article_id"=>725948, "categories"=>["Medicine", "Sociology", "Earth and Environmental Sciences"], "users"=>["Deepak K. Ray", "Nathaniel D. Mueller", "Paul C. West", "Jonathan A. Foley"], "doi"=>["https://dx.doi.org/10.1371/journal.pone.0066428.g001"], "stats"=>{"downloads"=>0, "page_views"=>0, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Global_projections_/725948", "title"=>"Global projections.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-06-19 01:39:08"}
  • {"files"=>["https://ndownloader.figshare.com/files/1094001"], "description"=>"<p>Global map of current percentage rates of changes in (a) maize, (b) rice, (c) wheat, and (d) soybean yields. Red areas show where yields are declining whereas the fluorescent green areas show where rates of yield increase – if sustained – would double production by 2050.</p>", "links"=>[], "tags"=>["Agricultural production", "crops", "cereals", "maize", "rice", "wheat", "Environmental sciences", "Environmental geography", "geography", "Human geography", "observed", "rates", "percent"], "article_id"=>725952, "categories"=>["Medicine", "Sociology", "Earth and Environmental Sciences"], "users"=>["Deepak K. Ray", "Nathaniel D. Mueller", "Paul C. West", "Jonathan A. Foley"], "doi"=>["https://dx.doi.org/10.1371/journal.pone.0066428.g002"], "stats"=>{"downloads"=>0, "page_views"=>0, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Maps_of_observed_rates_of_percent_yield_changes_per_year_/725952", "title"=>"Maps of observed rates of percent yield changes per year.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-06-19 01:39:12"}
  • {"files"=>["https://ndownloader.figshare.com/files/1094003"], "description"=>"<p>As an example consider yields and production in 2025 – the short term – and numbers by 2050 due to current rates of yield change. See Supplementary Data file for yield change rates per country.</p>", "links"=>[], "tags"=>["Agricultural production", "crops", "cereals", "maize", "rice", "wheat", "Environmental sciences", "Environmental geography", "geography", "Human geography"], "article_id"=>725954, "categories"=>["Medicine", "Sociology", "Earth and Environmental Sciences"], "users"=>["Deepak K. Ray", "Nathaniel D. Mueller", "Paul C. West", "Jonathan A. Foley"], "doi"=>["https://dx.doi.org/10.1371/journal.pone.0066428.t001"], "stats"=>{"downloads"=>0, "page_views"=>0, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Global_summary_for_maize_rice_wheat_and_soybean_/725954", "title"=>"Global summary for maize, rice, wheat, and soybean.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2013-06-19 01:39:14"}
  • {"files"=>["https://ndownloader.figshare.com/files/1094019", "https://ndownloader.figshare.com/files/1094021", "https://ndownloader.figshare.com/files/1094022", "https://ndownloader.figshare.com/files/1094024", "https://ndownloader.figshare.com/files/1094025", "https://ndownloader.figshare.com/files/1094027", "https://ndownloader.figshare.com/files/1094028", "https://ndownloader.figshare.com/files/1094030", "https://ndownloader.figshare.com/files/1094031", "https://ndownloader.figshare.com/files/1094032", "https://ndownloader.figshare.com/files/1094034", "https://ndownloader.figshare.com/files/1094035", "https://ndownloader.figshare.com/files/1094037", "https://ndownloader.figshare.com/files/1094038", "https://ndownloader.figshare.com/files/1094039", "https://ndownloader.figshare.com/files/1094041", "https://ndownloader.figshare.com/files/1094043"], "description"=>"<div><p>Several studies have shown that global crop production needs to double by 2050 to meet the projected demands from rising population, diet shifts, and increasing biofuels consumption. Boosting crop yields to meet these rising demands, rather than clearing more land for agriculture has been highlighted as a preferred solution to meet this goal. However, we first need to understand how crop yields are changing globally, and whether we are on track to double production by 2050. Using ∼2.5 million agricultural statistics, collected for ∼13,500 political units across the world, we track four key global crops—maize, rice, wheat, and soybean—that currently produce nearly two-thirds of global agricultural calories. We find that yields in these top four crops are increasing at 1.6%, 1.0%, 0.9%, and 1.3% per year, non-compounding rates, respectively, which is less than the 2.4% per year rate required to double global production by 2050. At these rates global production in these crops would increase by ∼67%, ∼42%, ∼38%, and ∼55%, respectively, which is far below what is needed to meet projected demands in 2050. We present detailed maps to identify where rates must be increased to boost crop production and meet rising demands.</p></div>", "links"=>[], "tags"=>["Agricultural production", "crops", "cereals", "maize", "rice", "wheat", "Environmental sciences", "Environmental geography", "geography", "Human geography", "trends", "insufficient"], "article_id"=>725967, "categories"=>["Medicine", "Sociology", "Earth and Environmental Sciences"], "users"=>["Deepak K. Ray", "Nathaniel D. Mueller", "Paul C. West", "Jonathan A. Foley"], "doi"=>["https://dx.doi.org/10.1371/journal.pone.0066428.s001", "https://dx.doi.org/10.1371/journal.pone.0066428.s002", "https://dx.doi.org/10.1371/journal.pone.0066428.s003", "https://dx.doi.org/10.1371/journal.pone.0066428.s004", "https://dx.doi.org/10.1371/journal.pone.0066428.s005", "https://dx.doi.org/10.1371/journal.pone.0066428.s006", "https://dx.doi.org/10.1371/journal.pone.0066428.s007", "https://dx.doi.org/10.1371/journal.pone.0066428.s008", "https://dx.doi.org/10.1371/journal.pone.0066428.s009", "https://dx.doi.org/10.1371/journal.pone.0066428.s010", "https://dx.doi.org/10.1371/journal.pone.0066428.s011", "https://dx.doi.org/10.1371/journal.pone.0066428.s012", "https://dx.doi.org/10.1371/journal.pone.0066428.s013", "https://dx.doi.org/10.1371/journal.pone.0066428.s014", "https://dx.doi.org/10.1371/journal.pone.0066428.s015", "https://dx.doi.org/10.1371/journal.pone.0066428.s016", "https://dx.doi.org/10.1371/journal.pone.0066428.s017"], "stats"=>{"downloads"=>0, "page_views"=>0, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Yield_Trends_Are_Insufficient_to_Double_Global_Crop_Production_by_2050_/725967", "title"=>"Yield Trends Are Insufficient to Double Global Crop Production by 2050", "pos_in_sequence"=>0, "defined_type"=>4, "published_date"=>"2013-06-19 01:39:27"}

PMC Usage Stats | Further Information

  • {"unique-ip"=>"19", "full-text"=>"16", "pdf"=>"10", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"17", "cited-by"=>"0", "year"=>"2013", "month"=>"7"}
  • {"unique-ip"=>"21", "full-text"=>"21", "pdf"=>"8", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2013", "month"=>"8"}
  • {"unique-ip"=>"17", "full-text"=>"24", "pdf"=>"9", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"34", "cited-by"=>"0", "year"=>"2013", "month"=>"9"}
  • {"unique-ip"=>"17", "full-text"=>"15", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"7", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"10"}
  • {"unique-ip"=>"26", "full-text"=>"28", "pdf"=>"7", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"11"}
  • {"unique-ip"=>"16", "full-text"=>"10", "pdf"=>"11", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"12"}
  • {"unique-ip"=>"9", "full-text"=>"14", "pdf"=>"7", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"1"}
  • {"unique-ip"=>"11", "full-text"=>"11", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"2"}
  • {"unique-ip"=>"11", "full-text"=>"11", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"5", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2014", "month"=>"3"}
  • {"unique-ip"=>"17", "full-text"=>"14", "pdf"=>"7", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2014", "month"=>"5"}
  • {"unique-ip"=>"6", "full-text"=>"4", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2014", "month"=>"6"}
  • {"unique-ip"=>"13", "full-text"=>"16", "pdf"=>"18", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2014", "month"=>"4"}
  • {"unique-ip"=>"54", "full-text"=>"65", "pdf"=>"18", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"24", "supp-data"=>"8", "cited-by"=>"0", "year"=>"2015", "month"=>"4"}
  • {"unique-ip"=>"48", "full-text"=>"61", "pdf"=>"15", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"11", "supp-data"=>"4", "cited-by"=>"0", "year"=>"2015", "month"=>"5"}
  • {"unique-ip"=>"42", "full-text"=>"44", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"7", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"6"}
  • {"unique-ip"=>"41", "full-text"=>"41", "pdf"=>"11", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"1", "cited-by"=>"1", "year"=>"2015", "month"=>"7"}
  • {"unique-ip"=>"58", "full-text"=>"77", "pdf"=>"15", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"3", "cited-by"=>"0", "year"=>"2015", "month"=>"3"}
  • {"unique-ip"=>"90", "full-text"=>"52", "pdf"=>"16", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"13", "supp-data"=>"33", "cited-by"=>"2", "year"=>"2015", "month"=>"2"}
  • {"unique-ip"=>"43", "full-text"=>"55", "pdf"=>"16", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2015", "month"=>"8"}
  • {"unique-ip"=>"44", "full-text"=>"47", "pdf"=>"7", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"2", "cited-by"=>"0", "year"=>"2015", "month"=>"9"}
  • {"unique-ip"=>"60", "full-text"=>"64", "pdf"=>"14", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2015", "month"=>"10"}
  • {"unique-ip"=>"9", "full-text"=>"12", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2014", "month"=>"7"}
  • {"unique-ip"=>"11", "full-text"=>"7", "pdf"=>"7", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"8"}
  • {"unique-ip"=>"23", "full-text"=>"16", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"11", "cited-by"=>"0", "year"=>"2014", "month"=>"9"}
  • {"unique-ip"=>"25", "full-text"=>"21", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"5", "cited-by"=>"0", "year"=>"2014", "month"=>"10"}
  • {"unique-ip"=>"43", "full-text"=>"44", "pdf"=>"21", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"2"}
  • {"unique-ip"=>"21", "full-text"=>"23", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"2", "year"=>"2014", "month"=>"11"}
  • {"unique-ip"=>"19", "full-text"=>"15", "pdf"=>"7", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2014", "month"=>"12"}
  • {"unique-ip"=>"14", "full-text"=>"15", "pdf"=>"7", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2015", "month"=>"1"}
  • {"unique-ip"=>"52", "full-text"=>"51", "pdf"=>"12", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"8", "supp-data"=>"0", "cited-by"=>"5", "year"=>"2015", "month"=>"11"}
  • {"unique-ip"=>"33", "full-text"=>"31", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"9", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2015", "month"=>"12"}
  • {"unique-ip"=>"33", "full-text"=>"34", "pdf"=>"15", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"4", "year"=>"2016", "month"=>"1"}
  • {"unique-ip"=>"23", "full-text"=>"30", "pdf"=>"9", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"3"}
  • {"unique-ip"=>"39", "full-text"=>"45", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"2", "year"=>"2016", "month"=>"4"}
  • {"unique-ip"=>"47", "full-text"=>"42", "pdf"=>"20", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"5", "supp-data"=>"7", "cited-by"=>"3", "year"=>"2016", "month"=>"5"}
  • {"unique-ip"=>"38", "full-text"=>"37", "pdf"=>"17", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"6"}
  • {"unique-ip"=>"22", "full-text"=>"21", "pdf"=>"8", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"7"}
  • {"unique-ip"=>"44", "full-text"=>"42", "pdf"=>"21", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"8"}
  • {"unique-ip"=>"42", "full-text"=>"42", "pdf"=>"15", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"7", "supp-data"=>"2", "cited-by"=>"0", "year"=>"2016", "month"=>"9"}
  • {"unique-ip"=>"62", "full-text"=>"63", "pdf"=>"9", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"6", "supp-data"=>"4", "cited-by"=>"2", "year"=>"2016", "month"=>"10"}
  • {"unique-ip"=>"50", "full-text"=>"54", "pdf"=>"19", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"9", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"11"}
  • {"unique-ip"=>"39", "full-text"=>"39", "pdf"=>"10", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"10", "supp-data"=>"1", "cited-by"=>"1", "year"=>"2016", "month"=>"12"}
  • {"unique-ip"=>"42", "full-text"=>"44", "pdf"=>"8", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"9", "supp-data"=>"1", "cited-by"=>"3", "year"=>"2017", "month"=>"1"}
  • {"unique-ip"=>"49", "full-text"=>"51", "pdf"=>"13", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"5", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"2"}
  • {"unique-ip"=>"61", "full-text"=>"142", "pdf"=>"10", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"7", "supp-data"=>"6", "cited-by"=>"0", "year"=>"2017", "month"=>"3"}
  • {"unique-ip"=>"40", "full-text"=>"43", "pdf"=>"11", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"4"}
  • {"unique-ip"=>"41", "full-text"=>"38", "pdf"=>"12", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"6", "supp-data"=>"2", "cited-by"=>"0", "year"=>"2017", "month"=>"5"}
  • {"unique-ip"=>"38", "full-text"=>"40", "pdf"=>"18", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"6"}
  • {"unique-ip"=>"54", "full-text"=>"76", "pdf"=>"10", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"16", "supp-data"=>"2", "cited-by"=>"4", "year"=>"2017", "month"=>"7"}
  • {"unique-ip"=>"67", "full-text"=>"79", "pdf"=>"15", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"1", "year"=>"2017", "month"=>"8"}
  • {"unique-ip"=>"105", "full-text"=>"113", "pdf"=>"26", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"12", "supp-data"=>"18", "cited-by"=>"0", "year"=>"2017", "month"=>"9"}
  • {"unique-ip"=>"89", "full-text"=>"88", "pdf"=>"18", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"14", "supp-data"=>"6", "cited-by"=>"0", "year"=>"2017", "month"=>"10"}
  • {"unique-ip"=>"77", "full-text"=>"87", "pdf"=>"18", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"8", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2017", "month"=>"11"}
  • {"unique-ip"=>"54", "full-text"=>"57", "pdf"=>"22", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"4", "cited-by"=>"0", "year"=>"2017", "month"=>"12"}
  • {"unique-ip"=>"74", "full-text"=>"85", "pdf"=>"20", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"15", "supp-data"=>"2", "cited-by"=>"0", "year"=>"2018", "month"=>"1"}
  • {"unique-ip"=>"3", "full-text"=>"3", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"2"}
  • {"unique-ip"=>"89", "full-text"=>"94", "pdf"=>"21", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"9", "supp-data"=>"5", "cited-by"=>"0", "year"=>"2018", "month"=>"3"}
  • {"unique-ip"=>"82", "full-text"=>"84", "pdf"=>"20", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"9", "supp-data"=>"26", "cited-by"=>"0", "year"=>"2019", "month"=>"1"}
  • {"unique-ip"=>"85", "full-text"=>"98", "pdf"=>"16", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"7", "supp-data"=>"3", "cited-by"=>"0", "year"=>"2018", "month"=>"4"}
  • {"unique-ip"=>"70", "full-text"=>"72", "pdf"=>"18", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2018", "month"=>"5"}
  • {"unique-ip"=>"98", "full-text"=>"107", "pdf"=>"21", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"10", "supp-data"=>"5", "cited-by"=>"2", "year"=>"2018", "month"=>"11"}
  • {"unique-ip"=>"43", "full-text"=>"47", "pdf"=>"10", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"5", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"6"}
  • {"unique-ip"=>"48", "full-text"=>"41", "pdf"=>"4", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"6", "cited-by"=>"0", "year"=>"2018", "month"=>"7"}
  • {"unique-ip"=>"79", "full-text"=>"77", "pdf"=>"20", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"6", "supp-data"=>"9", "cited-by"=>"0", "year"=>"2018", "month"=>"8"}
  • {"unique-ip"=>"86", "full-text"=>"87", "pdf"=>"17", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"6", "supp-data"=>"0", "cited-by"=>"2", "year"=>"2018", "month"=>"10"}
  • {"unique-ip"=>"48", "full-text"=>"47", "pdf"=>"18", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"8", "cited-by"=>"0", "year"=>"2018", "month"=>"9"}
  • {"unique-ip"=>"59", "full-text"=>"56", "pdf"=>"18", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"12"}
  • {"unique-ip"=>"84", "full-text"=>"93", "pdf"=>"11", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"2"}
  • {"unique-ip"=>"109", "full-text"=>"124", "pdf"=>"15", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"9", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2019", "month"=>"3"}
  • {"unique-ip"=>"80", "full-text"=>"88", "pdf"=>"17", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"8", "cited-by"=>"2", "year"=>"2019", "month"=>"4"}
  • {"unique-ip"=>"98", "full-text"=>"104", "pdf"=>"21", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"9", "supp-data"=>"3", "cited-by"=>"4", "year"=>"2019", "month"=>"5"}
  • {"unique-ip"=>"78", "full-text"=>"129", "pdf"=>"8", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"6", "cited-by"=>"0", "year"=>"2019", "month"=>"8"}
  • {"unique-ip"=>"90", "full-text"=>"116", "pdf"=>"16", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"4", "cited-by"=>"0", "year"=>"2019", "month"=>"9"}
  • {"unique-ip"=>"110", "full-text"=>"129", "pdf"=>"33", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"13", "supp-data"=>"1", "cited-by"=>"2", "year"=>"2019", "month"=>"10"}
  • {"unique-ip"=>"76", "full-text"=>"93", "pdf"=>"17", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"4", "supp-data"=>"5", "cited-by"=>"0", "year"=>"2019", "month"=>"12"}

Relative Metric

{"start_date"=>"2013-01-01T00:00:00Z", "end_date"=>"2013-12-31T00:00:00Z", "subject_areas"=>[{"subject_area"=>"/Biology and life sciences/Ecology", "average_usage"=>[290, 478, 601, 716, 816, 914, 1016, 1112, 1203, 1285, 1373, 1451, 1516]}, {"subject_area"=>"/Ecology and environmental sciences", "average_usage"=>[284, 475, 603, 722, 826, 928, 1026, 1129, 1225, 1310, 1390, 1468, 1549]}, {"subject_area"=>"/Ecology and environmental sciences/Ecology", "average_usage"=>[298, 487, 610, 722, 827, 929, 1029, 1125, 1217, 1306, 1388, 1464, 1535]}, {"subject_area"=>"/Physical sciences", "average_usage"=>[254, 431, 547, 651, 748, 842, 932, 1017, 1098, 1178, 1259, 1336, 1404]}]}
Loading … Spinner
There are currently no alerts