{"id":13276,"date":"2025-03-21T17:07:41","date_gmt":"2025-03-21T20:07:41","guid":{"rendered":"https:\/\/www.blogs.unicamp.br\/revista\/2025\/03\/21\/cientistas-usam-inteligencia-artificial-e-humana-para-monitorar-corais-na-costa-brasileira\/"},"modified":"2025-10-29T11:06:33","modified_gmt":"2025-10-29T14:06:33","slug":"cientistas-usam-inteligencia-artificial-e-humana-para-monitorar-corais-na-costa-brasileira","status":"publish","type":"post","link":"https:\/\/www.blogs.unicamp.br\/revista\/2025\/03\/21\/cientistas-usam-inteligencia-artificial-e-humana-para-monitorar-corais-na-costa-brasileira\/","title":{"rendered":"Cientistas usam intelig\u00eancia artificial e humana para monitorar corais na costa brasileira"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"13276\" class=\"elementor elementor-13276\" data-elementor-settings=\"{&quot;ha_cmc_init_switcher&quot;:&quot;no&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c8d15f2 e-flex e-con-boxed jltma-glass-effect-no e-con e-parent\" data-id=\"c8d15f2\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-d6e787c e-con-full e-flex jltma-glass-effect-no e-con e-child\" data-id=\"d6e787c\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t<div class=\"elementor-element elementor-element-faeb9dc e-con-full elementor-hidden-mobile_extra elementor-hidden-mobile e-flex jltma-glass-effect-no e-con e-child\" data-id=\"faeb9dc\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;video&quot;,&quot;background_video_link&quot;:&quot;https:\\\/\\\/clorofreela.com\\\/wp-content\\\/uploads\\\/2025\\\/01\\\/7513671-hd_1280_720_24fps.mp4&quot;,&quot;background_play_on_mobile&quot;:&quot;yes&quot;,&quot;_ha_eqh_enable&quot;:false}\">\n\t\t<div class=\"elementor-background-video-container\">\n\t\t\t\t\t\t\t<video class=\"elementor-background-video-hosted\" role=\"presentation\" autoplay muted playsinline loop><\/video>\n\t\t\t\t\t<\/div>\t\t<div class=\"elementor-element elementor-element-2b636c0 premium-tcloud__row jltma-glass-effect-no elementor-widget elementor-widget-premium-tcloud\" data-id=\"2b636c0\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;words_order&quot;:&quot;default&quot;,&quot;new_tab&quot;:&quot;yes&quot;,&quot;colors_select&quot;:&quot;random-light&quot;,&quot;fsize_scale&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:0,&quot;sizes&quot;:[]}}\" data-widget_type=\"premium-tcloud.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t\t<div class=\"premium-tcloud-container premium-tcloud-default\" data-chart=\"{&quot;wordsArr&quot;:[[&quot;Encarte Oceano&quot;,1,&quot;https:\\\/\\\/www.blogs.unicamp.br\\\/revista\\\/category\\\/encarte-oceano\\\/&quot;,&quot;Encarte Oceano&quot;,1],[&quot;V.10 N.2 2024&quot;,1,&quot;https:\\\/\\\/www.blogs.unicamp.br\\\/revista\\\/category\\\/v-10-n-2-2024\\\/&quot;,&quot;V.10 N.2 2024&quot;,1]]}\">\n\n\t\t\t\t<div class=\"premium-tcloud-canvas-container\">\n\n\t\t\t\t\t\n\n\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t<div class=\"premium-tcloud-term-wrap\">\n\n\t\t\t\t\t\t\t\t\t<span class=\"premium-tcloud-term\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"premium-tcloud-term-link\" data-weight=\"1\" href=\"https:\/\/www.blogs.unicamp.br\/revista\/category\/encarte-oceano\/\" title=\"Encarte Oceano\" target=\"_blank\">Encarte Oceano<\/a>\n\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t<div class=\"premium-tcloud-term-wrap\">\n\n\t\t\t\t\t\t\t\t\t<span class=\"premium-tcloud-term\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"premium-tcloud-term-link\" data-weight=\"1\" href=\"https:\/\/www.blogs.unicamp.br\/revista\/category\/v-10-n-2-2024\/\" title=\"V.10 N.2 2024\" target=\"_blank\">V.10 N.2 2024<\/a>\n\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\n\t\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b35adcc elementor-hidden-mobile_extra elementor-hidden-mobile jltma-glass-effect-no elementor-widget elementor-widget-ha-link-hover happy-addon ha-link-hover\" data-id=\"b35adcc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"ha-link-hover.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t        <link-hover class=\"ha_content__item\">\n            <a href=\"https:\/\/www.blogs.unicamp.br\/revista\/edicao\/v-10-n-2-2024\/\" class=\"ha-link ha-link--kale\"   rel=\"nofollow\">Ver volume<\/a>\n        <\/link-hover>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-bce47c4 e-con-full elementor-hidden-widescreen elementor-hidden-desktop elementor-hidden-laptop elementor-hidden-tablet_extra elementor-hidden-tablet e-flex jltma-glass-effect-no e-con e-child\" data-id=\"bce47c4\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;video&quot;,&quot;background_video_link&quot;:&quot;https:\\\/\\\/www.blogs.unicamp.br\\\/revista\\\/wp-content\\\/uploads\\\/sites\\\/279\\\/2025\\\/01\\\/7513671-sd_960_540_24fps.mp4&quot;,&quot;background_play_on_mobile&quot;:&quot;yes&quot;,&quot;_ha_eqh_enable&quot;:false}\">\n\t\t<div class=\"elementor-background-video-container\">\n\t\t\t\t\t\t\t<video class=\"elementor-background-video-hosted\" role=\"presentation\" autoplay muted playsinline loop><\/video>\n\t\t\t\t\t<\/div>\t\t<div class=\"elementor-element elementor-element-44e4729 premium-tcloud__row jltma-glass-effect-no elementor-widget elementor-widget-premium-tcloud\" data-id=\"44e4729\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;words_order&quot;:&quot;default&quot;,&quot;new_tab&quot;:&quot;yes&quot;,&quot;colors_select&quot;:&quot;random-light&quot;,&quot;fsize_scale&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:0,&quot;sizes&quot;:[]}}\" data-widget_type=\"premium-tcloud.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t\t<div class=\"premium-tcloud-container premium-tcloud-default\" data-chart=\"{&quot;wordsArr&quot;:[[&quot;Encarte Oceano&quot;,1,&quot;https:\\\/\\\/www.blogs.unicamp.br\\\/revista\\\/category\\\/encarte-oceano\\\/&quot;,&quot;Encarte Oceano&quot;,1],[&quot;V.10 N.2 2024&quot;,1,&quot;https:\\\/\\\/www.blogs.unicamp.br\\\/revista\\\/category\\\/v-10-n-2-2024\\\/&quot;,&quot;V.10 N.2 2024&quot;,1]]}\">\n\n\t\t\t\t<div class=\"premium-tcloud-canvas-container\">\n\n\t\t\t\t\t\n\n\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t<div class=\"premium-tcloud-term-wrap\">\n\n\t\t\t\t\t\t\t\t\t<span class=\"premium-tcloud-term\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"premium-tcloud-term-link\" data-weight=\"1\" href=\"https:\/\/www.blogs.unicamp.br\/revista\/category\/encarte-oceano\/\" title=\"Encarte Oceano\" target=\"_blank\">Encarte Oceano<\/a>\n\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t<div class=\"premium-tcloud-term-wrap\">\n\n\t\t\t\t\t\t\t\t\t<span class=\"premium-tcloud-term\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"premium-tcloud-term-link\" data-weight=\"1\" href=\"https:\/\/www.blogs.unicamp.br\/revista\/category\/v-10-n-2-2024\/\" title=\"V.10 N.2 2024\" target=\"_blank\">V.10 N.2 2024<\/a>\n\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\n\t\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dba2da4 elementor-hidden-mobile_extra elementor-hidden-mobile jltma-glass-effect-no elementor-widget elementor-widget-ha-link-hover happy-addon ha-link-hover\" data-id=\"dba2da4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"ha-link-hover.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t        <link-hover class=\"ha_content__item\">\n            <a href=\"https:\/\/www.blogs.unicamp.br\/revista\/edicao\/v-10-n-2-2024\/\" class=\"ha-link ha-link--kale\"   rel=\"nofollow\">Ver volume<\/a>\n        <\/link-hover>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a5bf107 elementor-widget__width-inherit jltma-glass-effect-no elementor-widget elementor-widget-heading\" data-id=\"a5bf107\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Cientistas usam intelig\u00eancia artificial e humana para monitorar corais na costa brasileira<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8bc4cde jltma-glass-effect-no elementor-widget elementor-widget-ha-post-info happy-addon ha-post-info\" data-id=\"8bc4cde\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"ha-post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"ha-inline-items ha-icon-list-items ha-post-info\">\n\t\t\t\t\t<li class=\"ha-icon-list-item elementor-repeater-item-0fdbbfb ha-inline-item\" itemprop=\"datePublished\">\n\t\t\t\t\t\t<a href=\"https:\/\/www.blogs.unicamp.br\/revista\/2025\/03\/21\/\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"ha-icon-list-icon\">\n\t\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-calendar\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M12 192h424c6.6 0 12 5.4 12 12v260c0 26.5-21.5 48-48 48H48c-26.5 0-48-21.5-48-48V204c0-6.6 5.4-12 12-12zm436-44v-36c0-26.5-21.5-48-48-48h-48V12c0-6.6-5.4-12-12-12h-40c-6.6 0-12 5.4-12 12v52H160V12c0-6.6-5.4-12-12-12h-40c-6.6 0-12 5.4-12 12v52H48C21.5 64 0 85.5 0 112v36c0 6.6 5.4 12 12 12h424c6.6 0 12-5.4 12-12z\"><\/path><\/svg>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"ha-icon-list-text ha-post-info__item ha-post-info__item--type-date\">\n\t\t\t\t\t\t\t\t\t\t21\/03\/2025\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7d537ca elementor-widget__width-inherit jltma-glass-effect-no elementor-widget elementor-widget-image\" data-id=\"7d537ca\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1200\" height=\"900\" src=\"https:\/\/www.blogs.unicamp.br\/revista\/wp-content\/uploads\/sites\/279\/2025\/01\/Cientistas_usam_intelige_ncia_artificial_e_humana_para_monitorar_corais_na_costa_brasileira.webp\" class=\"attachment-full size-full wp-image-13190\" alt=\"\" srcset=\"https:\/\/www.blogs.unicamp.br\/revista\/wp-content\/uploads\/sites\/279\/2025\/01\/Cientistas_usam_intelige_ncia_artificial_e_humana_para_monitorar_corais_na_costa_brasileira.webp 1200w, https:\/\/www.blogs.unicamp.br\/revista\/wp-content\/uploads\/sites\/279\/2025\/01\/Cientistas_usam_intelige_ncia_artificial_e_humana_para_monitorar_corais_na_costa_brasileira-300x225.webp 300w, https:\/\/www.blogs.unicamp.br\/revista\/wp-content\/uploads\/sites\/279\/2025\/01\/Cientistas_usam_intelige_ncia_artificial_e_humana_para_monitorar_corais_na_costa_brasileira-1024x768.webp 1024w, https:\/\/www.blogs.unicamp.br\/revista\/wp-content\/uploads\/sites\/279\/2025\/01\/Cientistas_usam_intelige_ncia_artificial_e_humana_para_monitorar_corais_na_costa_brasileira-768x576.webp 768w, https:\/\/www.blogs.unicamp.br\/revista\/wp-content\/uploads\/sites\/279\/2025\/01\/Cientistas_usam_intelige_ncia_artificial_e_humana_para_monitorar_corais_na_costa_brasileira-500x375.webp 500w, https:\/\/www.blogs.unicamp.br\/revista\/wp-content\/uploads\/sites\/279\/2025\/01\/Cientistas_usam_intelige_ncia_artificial_e_humana_para_monitorar_corais_na_costa_brasileira-800x600.webp 800w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e6fbb15 e-flex e-con-boxed jltma-glass-effect-no e-con e-parent\" data-id=\"e6fbb15\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-5cb360a e-con-full e-flex jltma-glass-effect-no e-con e-child\" data-id=\"5cb360a\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t<div class=\"elementor-element elementor-element-de8838c e-con-full e-flex jltma-glass-effect-no e-con e-child\" data-id=\"de8838c\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t<div class=\"elementor-element elementor-element-b732a66 e-con-full e-flex jltma-glass-effect-no e-con e-child\" data-id=\"b732a66\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d34a217 elementor-widget-mobile__width-initial jltma-glass-effect-no elementor-widget elementor-widget-heading\" data-id=\"d34a217\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Autoria<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-12cac0e jltma-glass-effect-no elementor-widget elementor-widget-heading\" data-id=\"12cac0e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Livia Savoia<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-81eb708 e-con-full e-flex jltma-glass-effect-no e-con e-child\" data-id=\"81eb708\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;_ha_eqh_enable&quot;:false}\">\n\t\t<div class=\"elementor-element elementor-element-98a6b47 e-con-full e-flex jltma-glass-effect-no e-con e-child\" data-id=\"98a6b47\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f039c1e jltma-glass-effect-no elementor-widget elementor-widget-text-editor\" data-id=\"f039c1e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tPesquisadores  das universidades federais do Rio Grande do Norte (UFRN) e do Paran\u00e1 (UFPR), est\u00e3o usando a  intelig\u00eancia artificial como  aliada, junto com a a\u00e7\u00e3o humana, no monitoramento de corais.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-372526b jltma-glass-effect-no elementor-widget elementor-widget-text-editor\" data-id=\"372526b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Os corais s\u00e3o organismos de muita import\u00e2ncia para vida marinha e humana, e t\u00eam sofrido o processo de branqueamento, ou morte, pelos impactos do aquecimento e acidifica\u00e7\u00e3o das \u00e1guas oce\u00e2nicas.\u00a0 Mas por sua extens\u00e3o, monitorar esses seres vivos \u00e9 uma tarefa quase imposs\u00edvel. Pensando nisso, pesquisadores\u00a0 das universidades federais do Rio Grande do Norte (UFRN) e do Paran\u00e1 (UFPR), est\u00e3o usando a\u00a0 intelig\u00eancia artificial como\u00a0 aliada, junto com a a\u00e7\u00e3o humana, no monitoramento desses organismos.<\/p><p>Hoje, a forma de monitorar os corais \u00e9 a partir da a\u00e7\u00e3o humana, com mergulhadores especialistas, que coletam amostras de corais\u00a0 que s\u00e3o levadas para an\u00e1lise em laborat\u00f3rios.\u00a0 Uma das t\u00e9cnicas utilizadas e \u00e9 o uso de redes neurais da intelig\u00eancia artificial (IA) que processa grandes quantidades de dados em modelo inspirado no c\u00e9rebro humano. A IA permite fazer uma an\u00e1lise completa e com rapidez, sem a qual hoje pesquisadores levariam horas e dias para realizar, devido \u00e0 complexidade do processo manual, que tem seu in\u00edcio na coleta das amostras at\u00e9 as etapas finais de an\u00e1lise.<\/p><figure class=\" wp-block-image size-large is-resized eplus-wrapper\"><img decoding=\"async\" class=\"wp-image-886\" src=\"https:\/\/www.blogs.unicamp.br\/umoceano\/wp-content\/uploads\/sites\/285\/2024\/04\/Mergulho-Corais-1024x519.jpeg\" sizes=\"(max-width: 1024px) 100vw, 1024px\" srcset=\"https:\/\/www.blogs.unicamp.br\/umoceano\/wp-content\/uploads\/sites\/285\/2024\/04\/Mergulho-Corais-1024x519.jpeg 1024w, https:\/\/www.blogs.unicamp.br\/umoceano\/wp-content\/uploads\/sites\/285\/2024\/04\/Mergulho-Corais-300x152.jpeg 300w, https:\/\/www.blogs.unicamp.br\/umoceano\/wp-content\/uploads\/sites\/285\/2024\/04\/Mergulho-Corais-768x389.jpeg 768w, https:\/\/www.blogs.unicamp.br\/umoceano\/wp-content\/uploads\/sites\/285\/2024\/04\/Mergulho-Corais-500x253.jpeg 500w, https:\/\/www.blogs.unicamp.br\/umoceano\/wp-content\/uploads\/sites\/285\/2024\/04\/Mergulho-Corais-800x405.jpeg 800w, https:\/\/www.blogs.unicamp.br\/umoceano\/wp-content\/uploads\/sites\/285\/2024\/04\/Mergulho-Corais.jpeg 1040w\" alt=\"\" width=\"1024\" height=\"519\" \/><figcaption class=\"wp-element-caption\">Cena do v\u00eddeo \u201cMonitoramento e manejo do coral-sol\u201d do canal do youtube ICMbio Alcatrazes (SP). Cr\u00e9dito: O Instituto Chico Mendes de Conserva\u00e7\u00e3o da Biodiversidade<\/figcaption><\/figure><p class=\" eplus-wrapper\">A partir de um grande n\u00famero de imagens capturadas por mergulhadores,\u00a0 as redes s\u00e3o treinadas para fazer a identifica\u00e7\u00e3o dos organismos, como sua forma, textura e cores. \u201cFerramentas de IA s\u00e3o capazes de analisar imagens para encontrar sinais de branqueamento de corais, doen\u00e7as ou outras condi\u00e7\u00f5es adversas, al\u00e9m de identificar outras formas de vida marinha\u201d, afirma o pesquisador Luiz de Oliveira, do departamento tal da Universidade Federal do Paran\u00e1 (UFPR) e um dos respons\u00e1veis pelo estudo.<\/p><figure class=\" wp-block-image size-full eplus-wrapper\"><img decoding=\"async\" class=\"wp-image-889\" src=\"https:\/\/www.blogs.unicamp.br\/umoceano\/wp-content\/uploads\/sites\/285\/2024\/04\/Captura-de-Tela-2024-04-04-as-14.57.07.png\" sizes=\"(max-width: 572px) 100vw, 572px\" srcset=\"https:\/\/www.blogs.unicamp.br\/umoceano\/wp-content\/uploads\/sites\/285\/2024\/04\/Captura-de-Tela-2024-04-04-as-14.57.07.png 572w, https:\/\/www.blogs.unicamp.br\/umoceano\/wp-content\/uploads\/sites\/285\/2024\/04\/Captura-de-Tela-2024-04-04-as-14.57.07-300x167.png 300w, https:\/\/www.blogs.unicamp.br\/umoceano\/wp-content\/uploads\/sites\/285\/2024\/04\/Captura-de-Tela-2024-04-04-as-14.57.07-500x279.png 500w\" alt=\"\" width=\"572\" height=\"319\" \/><figcaption class=\"wp-element-caption\">Uso de IA para analisar imagens e identificar branqueamento de corais, aqui um coral baba-de-boi (Palythoa caribaeorum). Cr\u00e9dito: Furtado 2022, PeerJ.<\/figcaption><\/figure><p class=\" eplus-wrapper\">A nova etapa da pesquisa tem parceria com pesquisadores franceses, ser\u00e3o utilizados drones subaqu\u00e1ticos para obter as imagens dos corais. O objetivo principal \u00e9 fornecer essa atividade como parte de um passeio tur\u00edstico, como explica o bi\u00f3logo e coordenador do projeto, Guilherme Longo, da UFRN: \u201cA ideia \u00e9 conseguir oferecer essa atividade como parte de um passeio tur\u00edstico, assim as pessoas geram as imagens, podem compartilhar em suas redes sociais j\u00e1 com informa\u00e7\u00f5es de esp\u00e9cies\u201d, mas Longo afirma que essa nova etapa da pesquisa ainda est\u00e1 em est\u00e1gios iniciais. Proporcionar intera\u00e7\u00e3o com p\u00fablico \u00e9 uma das metas do bi\u00f3logo. O projeto<a href=\"https:\/\/www.instagram.com\/deolhonoscorais\/\" target=\"_blank\" rel=\"noopener\">\u00a0#De Olho nos Corais\u00a0<\/a>\u00a0no instagram permite que o p\u00fablico acompanhe o trabalho de monitoramento dos corais.<\/p><figure class=\" wp-block-image size-full eplus-wrapper\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-888\" src=\"https:\/\/www.blogs.unicamp.br\/umoceano\/wp-content\/uploads\/sites\/285\/2024\/04\/Insta-Corais-e1712252955382.jpeg\" alt=\"\" width=\"400\" height=\"390\" \/><figcaption class=\"wp-element-caption\">A rede social #DeOlhoNosCorais tem cerca de 11,2<br \/>mil seguidores e 640 publica\u00e7\u00f5es no Instagram,<br \/>as postagens s\u00e3o feitas semanalmente.<\/figcaption><\/figure><figure class=\"is-style-stripes wp-block-table eplus-wrapper\"><table><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\"><p><strong>O que s\u00e3o corais?<\/strong><\/p><p>Os corais s\u00e3o conhecidos pela beleza de cores vibrantes, respons\u00e1veis por deixar o oceano ainda mais bonito, mas tamb\u00e9m servem como alimento, ber\u00e7\u00e1rio e prote\u00e7\u00e3o para outros seres vivos, e t\u00eam grande import\u00e2ncia na atividade filtradora da \u00e1gua do mar e contribuem na economia atrav\u00e9s da pesca. S\u00e3o organismos do reino Animalia, dos animais, e do filo Cnid\u00e1ria, grupo das \u00e1guas-vivas e an\u00eamonas. Entre os corais h\u00e1 tamb\u00e9m as esp\u00e9cies invasoras, que necessitam de monitoramento constante, como\u00a0<a href=\"https:\/\/jornal.usp.br\/ciencias\/ciencias-ambientais\/cientistas-martelam-contra-coral-invasor-no-litoral-paulista\/\" target=\"_blank\" rel=\"noopener\">o caso do coral-sol\u00a0<\/a>(<em>Tubastraea spp<\/em>.), presente em toda costa brasileira. O acompanhamento \u00e9 feito com frequ\u00eancia pelo Instituto Chico Mendes de Conserva\u00e7\u00e3o da Biodiversidade, visando diminuir os impactos \u00e0 biodiversidade que a esp\u00e9cie pode causar.<\/p><\/td><\/tr><\/tbody><\/table><\/figure><h2>\u00a0<\/h2><h2 class=\" wp-block-heading eplus-wrapper\">Leia mais:<\/h2><p class=\" eplus-wrapper\">Artigo \u201c#DeOlhoNosCorais: a polygonal annotated dataset to optimize coral monitoring\u201d, de Daniel Furtado, Edson Vieira, Wildna Nascimento, Kelly Inagaki, Jessica Bleuel, Marco Zanata Alves, Guilherme Longo, Luiz Oliveira. Publicado na revista cient\u00edfica\u00a0\u00a0<em>Peerj PeerJ<\/em>, volume11 (e16219), 2023. Dispon\u00edvel gratuitamente em acesso aberto em:\u00a0<a href=\"https:\/\/peerj.com\/articles\/16219\/\" target=\"_blank\" rel=\"noopener\">https:\/\/peerj.com\/articles\/16219\/<\/a><\/p><div class=\"addtoany_share_save_container addtoany_content addtoany_content_bottom\"><div class=\"a2a_kit a2a_kit_size_32 addtoany_list\" data-a2a-url=\"https:\/\/www.blogs.unicamp.br\/umoceano\/2024\/04\/04\/cientistas-estao-fazendo-uso-da-inteligencia-artificial-e-humana-para-monitoramento-de-corais-na-costa-brasileira\/\" data-a2a-title=\"Cientistas usam intelig\u00eancia artificial e humana para monitorar corais na costa brasileira\u00a0\">\u00a0<\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2026d61 e-con-full e-flex jltma-glass-effect-no e-con e-child\" data-id=\"2026d61\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t<div class=\"elementor-element elementor-element-8ab2c26 e-con-full e-flex jltma-glass-effect-no e-con e-child\" data-id=\"8ab2c26\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;_ha_eqh_enable&quot;:false}\">\n\t\t<div class=\"elementor-element elementor-element-e6da7a9 e-con-full e-flex jltma-glass-effect-no e-con e-child\" data-id=\"e6da7a9\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7d7ae22 jltma-glass-effect-no elementor-widget elementor-widget-text-editor\" data-id=\"7d7ae22\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>Sobre a imagem destacada:<\/strong><\/p><p>Edi\u00e7\u00e3o: <a href=\"httos:\/\/clorofreela.com\" target=\"_blank\" rel=\"noopener\">clorofreela<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-186bc30 e-con-full e-flex jltma-glass-effect-no e-con e-child\" data-id=\"186bc30\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t<div class=\"elementor-element elementor-element-b124fba e-con-full e-flex jltma-glass-effect-no e-con e-child\" data-id=\"b124fba\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b93ac42 jltma-glass-effect-no elementor-widget elementor-widget-ha-link-hover happy-addon ha-link-hover\" data-id=\"b93ac42\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"ha-link-hover.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t        <link-hover class=\"ha_content__item\">\n            <a href=\"https:\/\/www.blogs.unicamp.br\/revista\/edicao\/v-9-n-2-2023\/\" class=\"ha-link ha-link--kale\" rel=\"nofollow\">Mais postagens desta edi\u00e7\u00e3o<\/a>\n        <\/link-hover>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a754095 premium-blog-align-left jltma-glass-effect-no elementor-widget elementor-widget-premium-addon-blog\" data-id=\"a754095\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;premium_blog_columns_number&quot;:&quot;100%&quot;,&quot;filter_flag&quot;:&quot;cat&quot;,&quot;premium_blog_grid&quot;:&quot;yes&quot;,&quot;premium_blog_layout&quot;:&quot;even&quot;,&quot;premium_blog_columns_number_tablet&quot;:&quot;50%&quot;,&quot;premium_blog_columns_number_mobile&quot;:&quot;100%&quot;,&quot;scroll_to_offset&quot;:&quot;yes&quot;}\" data-widget_type=\"premium-addon-blog.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t\t\t\t\t\t<div class=\"premium-blog-filter\">\n\t\t\t<ul class=\"premium-blog-filters-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li>\n\t\t\t\t\t\t\t<a href=\"javascript:;\" class=\"category active\" data-filter=\"encarte-oceano\">\n\t\t\t\t\t\t\t\tEncarte Oceano\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t<\/ul>\n\t\t<\/div>\n\t\t\t\t\n\n\t\t\t\t<div class=\"premium-blog-wrap  premium-blog-even\" data-page=\"13276\">\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-post-outer-container v-10-n-2-2024 encarte-oceano\" data-total=\"2\">\n\t\t\t<div class=\"premium-blog-post-container premium-blog-skin-classic\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-content-wrapper empty-thumb\">\n\n\t\t\t\t\t<div class=\"premium-blog-inner-container\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h2 class=\"premium-blog-entry-title\">\n\t\t\t<a href=\"https:\/\/www.blogs.unicamp.br\/revista\/2025\/03\/21\/oceano-ganha-reconhecimento-historico-no-g20\/\" target=\"_self\">\n\t\t\t\tOceano ganha reconhecimento hist\u00f3rico no G20\t\t\t<\/a>\n\t\t<\/h2>\n\t\t\t\t<div class=\"premium-blog-entry-meta\">\n\t\t\t\n\t\t\t\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\t\t<div class=\"premium-blog-post-outer-container v-10-n-2-2024 encarte-oceano\" data-total=\"2\">\n\t\t\t<div class=\"premium-blog-post-container premium-blog-skin-classic\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-content-wrapper empty-thumb\">\n\n\t\t\t\t\t<div class=\"premium-blog-inner-container\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h2 class=\"premium-blog-entry-title\">\n\t\t\t<a href=\"https:\/\/www.blogs.unicamp.br\/revista\/2025\/03\/21\/precisamos-de-um-tratado-ambicioso-para-combater-a-poluicao-plastica\/\" target=\"_self\">\n\t\t\t\tPrecisamos de um tratado ambicioso para combater a polui\u00e7\u00e3o pl\u00e1stica\t\t\t<\/a>\n\t\t<\/h2>\n\t\t\t\t<div class=\"premium-blog-entry-meta\">\n\t\t\t\n\t\t\t\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\t\t<div class=\"premium-blog-post-outer-container v-10-n-2-2024 encarte-oceano\" data-total=\"2\">\n\t\t\t<div class=\"premium-blog-post-container premium-blog-skin-classic\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-content-wrapper empty-thumb\">\n\n\t\t\t\t\t<div class=\"premium-blog-inner-container\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h2 class=\"premium-blog-entry-title\">\n\t\t\t<a href=\"https:\/\/www.blogs.unicamp.br\/revista\/2025\/01\/21\/caicara-o-curta-inspirado-na-colonia-de-pescadores-mais-antiga-do-rio-de-janeiro\/\" target=\"_self\">\n\t\t\t\t\u2018Cai\u00e7ara\u2019, o curta inspirado na col\u00f4nia de pescadores mais antiga do Rio de Janeiro\t\t\t<\/a>\n\t\t<\/h2>\n\t\t\t\t<div class=\"premium-blog-entry-meta\">\n\t\t\t\n\t\t\t\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\t\t<div class=\"premium-blog-post-outer-container v-10-n-2-2024 encarte-oceano\" data-total=\"2\">\n\t\t\t<div class=\"premium-blog-post-container premium-blog-skin-classic\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-content-wrapper empty-thumb\">\n\n\t\t\t\t\t<div class=\"premium-blog-inner-container\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h2 class=\"premium-blog-entry-title\">\n\t\t\t<a href=\"https:\/\/www.blogs.unicamp.br\/revista\/2025\/01\/21\/conectar-a-sociedade-ao-oceano-e-urgente-para-a-saude-do-oceano\/\" target=\"_self\">\n\t\t\t\tConectar a sociedade ao oceano \u00e9 urgente para a sa\u00fade do oceano\t\t\t<\/a>\n\t\t<\/h2>\n\t\t\t\t<div class=\"premium-blog-entry-meta\">\n\t\t\t\n\t\t\t\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\n\t\t\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Pesquisadores  das universidades federais do Rio Grande do Norte (UFRN) e do Paran\u00e1 (UFPR), est\u00e3o usando a  intelig\u00eancia artificial como  aliada, junto com a a\u00e7\u00e3o humana, no monitoramento de corais.<\/p>\n","protected":false},"author":125,"featured_media":13190,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"pgc_sgb_lightbox_settings":"","_vp_format_video_url":"","_vp_image_focal_point":[],"footnotes":""},"categories":[1281,1282],"tags":[],"class_list":["post-13276","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-v-10-n-2-2024","category-encarte-oceano"],"jetpack_featured_media_url":"https:\/\/www.blogs.unicamp.br\/revista\/wp-content\/uploads\/sites\/279\/2025\/01\/Cientistas_usam_intelige_ncia_artificial_e_humana_para_monitorar_corais_na_costa_brasileira.webp","_links":{"self":[{"href":"https:\/\/www.blogs.unicamp.br\/revista\/wp-json\/wp\/v2\/posts\/13276","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.blogs.unicamp.br\/revista\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.blogs.unicamp.br\/revista\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.blogs.unicamp.br\/revista\/wp-json\/wp\/v2\/users\/125"}],"replies":[{"embeddable":true,"href":"https:\/\/www.blogs.unicamp.br\/revista\/wp-json\/wp\/v2\/comments?post=13276"}],"version-history":[{"count":7,"href":"https:\/\/www.blogs.unicamp.br\/revista\/wp-json\/wp\/v2\/posts\/13276\/revisions"}],"predecessor-version":[{"id":13318,"href":"https:\/\/www.blogs.unicamp.br\/revista\/wp-json\/wp\/v2\/posts\/13276\/revisions\/13318"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.blogs.unicamp.br\/revista\/wp-json\/wp\/v2\/media\/13190"}],"wp:attachment":[{"href":"https:\/\/www.blogs.unicamp.br\/revista\/wp-json\/wp\/v2\/media?parent=13276"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.blogs.unicamp.br\/revista\/wp-json\/wp\/v2\/categories?post=13276"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.blogs.unicamp.br\/revista\/wp-json\/wp\/v2\/tags?post=13276"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}