{"id":2006,"date":"2020-04-27T13:19:33","date_gmt":"2020-04-27T16:19:33","guid":{"rendered":"https:\/\/www.ufrgs.br\/sig\/?p=2006"},"modified":"2020-06-19T14:41:43","modified_gmt":"2020-06-19T17:41:43","slug":"covid-19-brasil-notas","status":"publish","type":"post","link":"https:\/\/www.ufrgs.br\/sig\/covid-19-brasil-notas\/","title":{"rendered":"Nota metodol\u00f3gica: Covid-19 Brasil"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><strong>Data de publica\u00e7\u00e3o: <\/strong>27\/04\/2020 &#8211; 13h08.<br><strong>Atualiza\u00e7\u00e3o: <\/strong>30\/04\/2020 &#8211; 10h10.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Autores: <\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Prof.&nbsp;<a href=\"http:\/\/professor.ufrgs.br\/dagnino\">Ricardo Dagnino<\/a>&nbsp;(projeto&nbsp;<a href=\"https:\/\/www.ufrgs.br\/sig\/\">SIG Litoral<\/a>&nbsp;&#8211;&nbsp;Campus Litoral Norte &#8211; UFRGS)<br>Prof.&nbsp;<a href=\"http:\/\/lattes.cnpq.br\/4106985091361715\">Marcos Freitas<\/a>&nbsp;(Laborat\u00f3rio de Modelagem Ricardo Norberto Ayup Zouain &#8211; Labmodel &#8211; UFRGS)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h5 id=\"wp-block-themeisle-blocks-advanced-heading-1ace21e2\" class=\"wp-block-themeisle-blocks-advanced-heading wp-block-themeisle-blocks-advanced-heading-1ace21e2\"><strong>Aten\u00e7\u00e3o: esta nota se refere aos mapas e geodados do Covid-19 Brasil:<\/strong><\/h5>\n\n\n\n<div id=\"wp-block-themeisle-blocks-button-group-9a114d01\" class=\"wp-block-themeisle-blocks-button-group collapse-mobile wp-block-button\"><a href=\"https:\/\/www.ufrgs.br\/sig\/mapas\/covid19-brasil\" target=\"_self\" class=\"wp-block-themeisle-blocks-button wp-block-themeisle-blocks-button-0 wp-block-button__link\" rel=\"noopener noreferrer\"><i class=\"fas fa-fw fa-globe-americas margin-right\"><\/i><span>Mapas do covid-19 Brasil<\/span><\/a><a href=\"https:\/\/www.ufrgs.br\/sig\/downloads\/covid19-dados\/\" target=\"_self\" class=\"wp-block-themeisle-blocks-button wp-block-themeisle-blocks-button-1 wp-block-button__link\" rel=\"noopener noreferrer\"><i class=\"fas fa-fw fa-download margin-right\"><\/i><span>Downloads<\/span><\/a><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">Introdu\u00e7\u00e3o<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">O primeiro painel do Covid-19 Brasil do projeto do projeto&nbsp;<a href=\"https:\/\/www.ufrgs.br\/sig\/\">SIG Litoral<\/a> da&nbsp;<a href=\"https:\/\/www.ufrgs.br\/\">Universidade Federal do Rio Grande do Sul<\/a> foi criado no ArcGIS Online em 23\/03\/2020 por Ricardo Dagnino e Marcos Freitas. Tendo sido atualizado at\u00e9 o dia 25\/03\/2020 com os dados dos munic\u00edpios brasileiros coletados na base do&nbsp;<strong>nCoV-2019 Data Working Group&nbsp;<\/strong>&#8211;&nbsp;Epidemiological Data from the nCoV-2019 Outbreak (NCOV-2019, 2020), dispon\u00edvel em <a href=\"https:\/\/github.com\/beoutbreakprepared\/nCoV2019\">https:\/\/github.com\/beoutbreakprepared\/nCoV2019<\/a>. <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ap\u00f3s o dia 23\/03\/2020, os dados n\u00e3o foram mais atualizados e passou-se a  utilizar os dados dispon\u00edveis na base de dados Covid-2019 Dataset do Brasil.io, projeto coordenado por \u00c1lvaro Justen (2020). Cabe notar que fomos um dos primeiros grupos de pesquisa a utilizar essa base de dados em mapas online e que posteriormente juntaram-se a n\u00f3s as iniciativas de <a href=\"https:\/\/endoedgar.github.io\/covid19-monitorbr\/\">https:\/\/endoedgar.github.io\/covid19-monitorbr\/<\/a> e depois do pr\u00f3prio Brasil.io (JUSTEN, 2020b), dispon\u00edvel em <a href=\"https:\/\/brasil.io\/covid19\/\">https:\/\/brasil.io\/covid19\/<\/a>.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Metodologia<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Na primeira fase, foram selecionados os casos do Brasil,&nbsp;utilizando ArcGIS com m\u00e9todos de geocodifica\u00e7\u00e3o e de elabora\u00e7\u00e3o de an\u00e1lises espaciais para cria\u00e7\u00e3o de um Dashboard de casos utilizando o mesmo layout da Johns Hopkins University&nbsp;JHU (<a href=\"https:\/\/bit.ly\/Covid19_JHU\">https:\/\/bit.ly\/Covid19_JHU<\/a>).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Na segunda fase at\u00e9 o momento, os dados em n\u00edvel municipal do Brasil.io s\u00e3o processados no ambiente R e posteriormente publicados como servi\u00e7os WMS para as interfaces de WebSIG e Dashboard atrav\u00e9s do ArcGIS e ArcGIS Online.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Um detalhamento maior da metodologia pode ser lido em Dagnino; Freitas (2020a) e Dagnino; Freitas (2020b).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Processamento<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Os dados contidos nas planilhas .CSV contendo os nomes dos munic\u00edpios, casos confirmados, \u00f3bitos e outras informa\u00e7\u00f5es foram processados no ambiente R.<\/li><li>Foram gerados os mapas para os diferentes atributos, tanto em pontos quanto em quantitativo municipal.<\/li><li>Os mapas de pontos deram origem a mapas de aquecimento (heatmaps) e outras formas de visualiza\u00e7\u00e3o.<\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Refer\u00eancias<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Dagnino, R.; Freitas, M. Coronav\u00edrus (covid-19) nos munic\u00edpios do Brasil. &nbsp;Harvard Dataverse, V5, 2020a.&nbsp;<a href=\"https:\/\/doi.org\/10.7910\/DVN\/RTAZZG\">https:\/\/doi.org\/10.7910\/DVN\/RTAZZG<\/a>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Dagnino, R.; Freitas, M. Painel de casos de coronav\u00edrus (Covid-19) confirmados nos munic\u00edpios do Brasil. Universidade Federal do Rio Grande do Sul, UFRGS, 2020b. Atualizado em 1 de abril de 2020.&nbsp;<a href=\"https:\/\/www.ufrgs.br\/sig\/mapas\/covid19-brasil\/\">https:\/\/www.ufrgs.br\/sig\/mapas\/covid19-brasil\/<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">JUSTEN, \u00c1lvaro. (coord.). Dados di\u00e1rios mais recentes do coronav\u00edrus por munic\u00edpio brasileiro. Blog Brasil I.O., 23 mar\u00e7o 2020a.&nbsp;<a href=\"https:\/\/blog.brasil.io\/2020\/03\/23\/dados-coronavirus-por-municipio-mais-atualizados\/\">https:\/\/blog.brasil.io\/2020\/03\/23\/dados-coronavirus-por-municipio-mais-atualizados\/<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">JUSTEN, \u00c1lvaro. (coord.). Especial COVID-19 &#8211; Dados por Munic\u00edpio. Brasil I.O., 2020b.&nbsp;<a href=\"https:\/\/brasil.io\/covid19\/\"><\/a><a href=\"https:\/\/brasil.io\/covid19\/\">https:\/\/brasil.io\/covid19\/<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">NCOV-2019 &#8211; nCov-2019 Data Working Group. Epidemiological Data from the nCoV-2019 Outbreak: Early Descriptions from Publicly Available Data. 2020. Dispon\u00edvel em:&nbsp;<a href=\"https:\/\/github.com\/beoutbreakprepared\/nCoV2019\">https:\/\/github.com\/beoutbreakprepared\/nCoV2019<\/a>. Atualizado at\u00e9 25\/03\/2020. <\/p>\n\n\n\n<h3 class=\"wp-block-heading\">mais dados<\/h3>\n\n\n\n<ol class=\"wp-block-list\"><li>Limites municipais: Instituto Brasileiro de Geografia e Estat\u00edstica (IBGE, 2018), dispon\u00edvel em:&nbsp;<a rel=\"noreferrer noopener\" href=\"http:\/\/geoftp.ibge.gov.br\/organizacao_do_territorio\/malhas_territoriais\/malhas_municipais\/municipio_2018\/Brasil\/BR\/\" target=\"_blank\">http:\/\/geoftp.ibge.gov.br\/organizacao_do_territorio\/malhas_territoriais\/malhas_municipais\/municipio_2018\/Brasil\/BR\/<\/a>.<\/li><li>Estimativas populacionais dos munic\u00edpios em 2019:  Instituto Brasileiro de Geografia e Estat\u00edstica (IBGE, 2019), dispon\u00edvel em:  <a rel=\"noreferrer noopener\" aria-label=\"https:\/\/sidra.ibge.gov.br\/tabela\/6579 (abre numa nova aba)\" href=\"https:\/\/sidra.ibge.gov.br\/tabela\/6579\" target=\"_blank\">https:\/\/sidra.ibge.gov.br\/tabela\/6579<\/a> <\/li><li>Proje\u00e7\u00e3o de casos: Observat\u00f3rio COVID-19 BR em parceria com o Grupo T\u00e9cnico de Assessoramento em Epidemiologia e Modelagem Matem\u00e1tica COVID19 (SMS SP), composto por Ana Freitas Ribeiro (medica sanitarista @ IIER \u2013 professora Uninove e USCS), H\u00e9lio Neves (medico sanitarista @ SMS-SP \u2013 professor FCMSCSP), Jos\u00e9 Olimpio Moura de Albuquerque (medico sanitarista @ COVISA SMS-SP), Karina de Cassia Braga Ribeiro (professora @ FCMSCSP), Maria Am\u00e9lia de Sousa Mascena Veras (professora @ FCMSCSP), Paulo Carrara de Castro (professor @ FCMSCSP) e Sylvia Christina de Andrade Grimm (assessora t\u00e9cnica @ CEInfo SMS-SP). <a href=\"https:\/\/covid19br.github.io\/informacoes.html\">https:\/\/covid19br.github.io\/informacoes.html<\/a><\/li><\/ol>\n","protected":false},"excerpt":{"rendered":"<p>Data de publica\u00e7\u00e3o: 27\/04\/2020 &#8211; 13h08.Atualiza\u00e7\u00e3o: 30\/04\/2020 &#8211; 10h10. Autores: Prof.&nbsp;Ricardo Dagnino&nbsp;(projeto&nbsp;SIG Litoral&nbsp;&#8211;&nbsp;Campus Litoral Norte &#8211; UFRGS)Prof.&nbsp;Marcos Freitas&nbsp;(Laborat\u00f3rio de Modelagem &hellip; <\/p>\n","protected":false},"author":1,"featured_media":2442,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_uf_show_specific_survey":0,"_uf_disable_surveys":false,"ngg_post_thumbnail":0,"footnotes":""},"categories":[18,19],"tags":[10],"class_list":["post-2006","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-notas","category-publicacoes","tag-covid-19"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 4.9.10 - aioseo.com -->\n\t<meta name=\"description\" content=\"Data de publica\u00e7\u00e3o: 27\/04\/2020 - 13h08.Atualiza\u00e7\u00e3o: 30\/04\/2020 - 10h10. 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