{"id":6683,"date":"2020-05-07T15:37:54","date_gmt":"2020-05-07T22:37:54","guid":{"rendered":"https:\/\/depts.washington.edu\/pandemicalliance\/?p=6683"},"modified":"2021-03-16T15:38:41","modified_gmt":"2021-03-16T22:38:41","slug":"effect-of-temperature-on-the-transmission-of-covid-19-a-machine-learning-case-study-in-spain","status":"publish","type":"post","link":"https:\/\/depts.washington.edu\/pandemicalliance\/2020\/05\/07\/effect-of-temperature-on-the-transmission-of-covid-19-a-machine-learning-case-study-in-spain\/","title":{"rendered":"Effect of Temperature on the Transmission of COVID-19 A Machine Learning Case Study in Spain"},"content":{"rendered":"<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"36\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Using a machine learning approach, authors in three populous regions in Spain found a small\u00a0<\/span><span data-contrast=\"auto\">inverse\u00a0<\/span><span data-contrast=\"auto\">association between temperature and daily number of\u00a0<\/span><span data-contrast=\"auto\">COVID-19\u00a0<\/span><span data-contrast=\"auto\">infections<\/span><span data-contrast=\"auto\">, and that this association persisted for lags of up to 6 days, corresponding to the mean incubation period for COVID-19<\/span><span data-contrast=\"auto\">. No evidence of association with humidity or wind speed was found.<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><i><span data-contrast=\"auto\">Abdollahi<\/span><\/i><i><span data-contrast=\"auto\">\u00a0et al<\/span><\/i><i><span data-contrast=\"auto\">. (May 6, 2020). Effect of Temperature on the Transmission of COVID-19 A Machine Learning Case Study in Spain.\u00a0<\/span><\/i><i><span data-contrast=\"none\">Pre-print downloaded\u00a0<\/span><\/i><i><span data-contrast=\"none\">May<\/span><\/i><i><span data-contrast=\"none\">\u00a0<\/span><\/i><i><span data-contrast=\"none\">7<\/span><\/i><i><span data-contrast=\"none\">\u00a0from<\/span><\/i><i><span data-contrast=\"auto\">\u00a0<\/span><\/i><a href=\"https:\/\/doi.org\/10.1101\/2020.05.01.20087759\"><span data-contrast=\"none\">https:\/\/doi.org\/10.1101\/2020.05.01.20087759<\/span><\/a><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559685&quot;:720,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Using a machine learning approach, authors in three populous regions in Spain found a small\u00a0inverse\u00a0association between temperature and daily number of\u00a0COVID-19\u00a0infections, and that this association persisted for lags of up to 6 days, corresponding to the mean incubation period for COVID-19. No evidence of association with humidity or wind speed was found.\u00a0 Abdollahi\u00a0et al. (May&#8230;<\/p>\n<div><a class=\"more\" href=\"https:\/\/depts.washington.edu\/pandemicalliance\/2020\/05\/07\/effect-of-temperature-on-the-transmission-of-covid-19-a-machine-learning-case-study-in-spain\/\">Read more<\/a><\/div>\n","protected":false},"author":8,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_members_access_role":[],"_members_access_error":"","_links_to":"","_links_to_target":""},"categories":[6],"tags":[],"topic":[21],"class_list":["post-6683","post","type-post","status-publish","format-standard","hentry","category-article-summary","topic-transmission"],"_links":{"self":[{"href":"https:\/\/depts.washington.edu\/pandemicalliance\/wp-json\/wp\/v2\/posts\/6683","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/depts.washington.edu\/pandemicalliance\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/depts.washington.edu\/pandemicalliance\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/depts.washington.edu\/pandemicalliance\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/depts.washington.edu\/pandemicalliance\/wp-json\/wp\/v2\/comments?post=6683"}],"version-history":[{"count":1,"href":"https:\/\/depts.washington.edu\/pandemicalliance\/wp-json\/wp\/v2\/posts\/6683\/revisions"}],"predecessor-version":[{"id":6684,"href":"https:\/\/depts.washington.edu\/pandemicalliance\/wp-json\/wp\/v2\/posts\/6683\/revisions\/6684"}],"wp:attachment":[{"href":"https:\/\/depts.washington.edu\/pandemicalliance\/wp-json\/wp\/v2\/media?parent=6683"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/depts.washington.edu\/pandemicalliance\/wp-json\/wp\/v2\/categories?post=6683"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/depts.washington.edu\/pandemicalliance\/wp-json\/wp\/v2\/tags?post=6683"},{"taxonomy":"topic","embeddable":true,"href":"https:\/\/depts.washington.edu\/pandemicalliance\/wp-json\/wp\/v2\/topic?post=6683"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}