{"id":14590,"date":"2026-09-08T11:41:17","date_gmt":"2026-09-08T11:41:17","guid":{"rendered":"https:\/\/anotherearth.ai\/estudos-de-caso\/escalando-a-classificacao-de-especies-arboreas-em-ambientes-florestais-complexos\/"},"modified":"2026-09-16T16:10:11","modified_gmt":"2026-09-16T16:10:11","slug":"escalando-a-classificacao-de-especies-arboreas-em-ambientes-florestais-complexos","status":"publish","type":"page","link":"https:\/\/anotherearth.ai\/pt-br\/estudos-de-caso\/escalando-a-classificacao-de-especies-arboreas-em-ambientes-florestais-complexos\/","title":{"rendered":"Escalando a Classifica\u00e7\u00e3o de Esp\u00e9cies Arb\u00f3reas em Ambientes Florestais Complexos"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"14590\" class=\"elementor elementor-14590 elementor-11961\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-41354d2 e-flex e-con-boxed e-con e-parent\" data-id=\"41354d2\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-32578a8 elementor-widget elementor-widget-heading\" data-id=\"32578a8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Escalando a Classifica\u00e7\u00e3o de Esp\u00e9cies Arb\u00f3reas em Ambientes Florestais Complexos<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-012ea32 elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image\" data-id=\"012ea32\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-featured-image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"699\" height=\"1024\" src=\"https:\/\/anotherearth.ai\/wp-content\/uploads\/2026\/09\/hampu-RYs890rdD-c-unsplash-699x1024.jpg\" class=\"attachment-large size-large wp-image-13599\" alt=\"\" srcset=\"https:\/\/anotherearth.ai\/wp-content\/uploads\/2026\/09\/hampu-RYs890rdD-c-unsplash-699x1024.jpg 699w, https:\/\/anotherearth.ai\/wp-content\/uploads\/2026\/09\/hampu-RYs890rdD-c-unsplash-205x300.jpg 205w, https:\/\/anotherearth.ai\/wp-content\/uploads\/2026\/09\/hampu-RYs890rdD-c-unsplash-768x1125.jpg 768w, https:\/\/anotherearth.ai\/wp-content\/uploads\/2026\/09\/hampu-RYs890rdD-c-unsplash-1049x1536.jpg 1049w, https:\/\/anotherearth.ai\/wp-content\/uploads\/2026\/09\/hampu-RYs890rdD-c-unsplash-1398x2048.jpg 1398w, https:\/\/anotherearth.ai\/wp-content\/uploads\/2026\/09\/hampu-RYs890rdD-c-unsplash.jpg 1748w\" sizes=\"(max-width: 699px) 100vw, 699px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6bf31e0 e-con-full e-flex e-con e-child\" data-id=\"6bf31e0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-65d840c0 elementor-widget elementor-widget-text-editor\" data-id=\"65d840c0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t\n<p><strong>Esp\u00e9cies Arb\u00f3reas Sint\u00e9ticas: dados de esp\u00e9cies rotulados com mais variedade e menos recursos<\/strong><\/p>\n\n\n\n<p>Dados rotulados de esp\u00e9cies arb\u00f3reas est\u00e3o entre os dados mais caros de produzir em observa\u00e7\u00e3o da Terra. Requerem levantamentos de campo e bot\u00e2nicos treinados, existem apenas para um conjunto limitado de florestas bem estudadas e s\u00e3o escassos em outros locais. Essa escassez \u00e9 o que limita a detec\u00e7\u00e3o e segmenta\u00e7\u00e3o em n\u00edvel de esp\u00e9cie.<\/p>\n\n\n\n<p>Tree AI gera esses dados de forma sint\u00e9tica. Produz imagens de drone e sat\u00e9lite de cenas florestais com esp\u00e9cies arb\u00f3reas inclu\u00eddas e rotuladas, cada cena fornecida com suas m\u00e1scaras de segmenta\u00e7\u00e3o. Varia resolu\u00e7\u00f5es que v\u00e3o desde dados de drone ou a\u00e9reos at\u00e9 imagens de sat\u00e9lite VHR e pode incorporar tantas esp\u00e9cies quanto uma tarefa exigir. Tree AI pode gerar a mesma floresta sob muitas condi\u00e7\u00f5es diferentes, atrav\u00e9s de sensores, est\u00e1gios de crescimento ou mesmo ap\u00f3s eventos como seca ou doen\u00e7a, o que ao trabalhar com dados reais, significaria esperar anos para observar e coletar. Junto com as imagens, pode fornecer mapas de eleva\u00e7\u00e3o correspondentes e biomassa acima do solo, permitindo que um modelo aprenda esp\u00e9cies, estrutura e carbono a partir de uma \u00fanica fonte rotulada consistente.<\/p>\n\n\n\n<p><\/p>\n\t\t\t\t\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>Esp\u00e9cies <br \/> Arb\u00f3reas<\/p>\n","protected":false},"author":3,"featured_media":13599,"parent":14539,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-14590","page","type-page","status-publish","has-post-thumbnail","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/anotherearth.ai\/pt-br\/wp-json\/wp\/v2\/pages\/14590","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/anotherearth.ai\/pt-br\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/anotherearth.ai\/pt-br\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/anotherearth.ai\/pt-br\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/anotherearth.ai\/pt-br\/wp-json\/wp\/v2\/comments?post=14590"}],"version-history":[{"count":2,"href":"https:\/\/anotherearth.ai\/pt-br\/wp-json\/wp\/v2\/pages\/14590\/revisions"}],"predecessor-version":[{"id":14747,"href":"https:\/\/anotherearth.ai\/pt-br\/wp-json\/wp\/v2\/pages\/14590\/revisions\/14747"}],"up":[{"embeddable":true,"href":"https:\/\/anotherearth.ai\/pt-br\/wp-json\/wp\/v2\/pages\/14539"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/anotherearth.ai\/pt-br\/wp-json\/wp\/v2\/media\/13599"}],"wp:attachment":[{"href":"https:\/\/anotherearth.ai\/pt-br\/wp-json\/wp\/v2\/media?parent=14590"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}