{"id":41367,"date":"2024-05-23T14:00:10","date_gmt":"2024-05-23T17:00:10","guid":{"rendered":"https:\/\/grupo-giga.com\/project\/empowering-wildlife-conservation-with-machine-learning-and-data-visualization\/"},"modified":"2026-07-01T10:34:30","modified_gmt":"2026-07-01T13:34:30","slug":"apoiando-a-protecao-da-vida-selvagem-por-meio-de-machine-learning-e-visualizacao-de-dados","status":"publish","type":"project","link":"https:\/\/grupo-giga.com\/pt-br\/projetos\/apoiando-a-protecao-da-vida-selvagem-por-meio-de-machine-learning-e-visualizacao-de-dados\/","title":{"rendered":"Apoiando a prote\u00e7\u00e3o da vida selvagem por meio de Machine Learning e visualiza\u00e7\u00e3o de dados"},"content":{"rendered":"<p>[et_pb_section fb_built=&#8221;1&#8243; custom_padding_last_edited=&#8221;on|phone&#8221; next_background_color=&#8221;#ffffff&#8221; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; use_background_color_gradient=&#8221;on&#8221; background_color_gradient_direction=&#8221;90deg&#8221; 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header_line_height=&#8221;1.1em&#8221; custom_margin=&#8221;||10px||false|false&#8221; text_font_size_tablet=&#8221;48px&#8221; text_font_size_phone=&#8221;40px&#8221; text_font_size_last_edited=&#8221;on|desktop&#8221; header_text_color_tablet=&#8221;#FFFFFF&#8221; header_text_color_phone=&#8221;#FFFFFF&#8221; header_text_color_last_edited=&#8221;on|phone&#8221; header_font_size_tablet=&#8221;48px&#8221; header_font_size_phone=&#8221;40px&#8221; header_font_size_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{%22gcid-heading-color%22:%91%22header_text_color%22%93}&#8221;]<\/p>\n<h1>EARTHRANGER<\/h1>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; text_text_color=&#8221;gcid-heading-color&#8221; text_font_size=&#8221;24px&#8221; text_line_height=&#8221;1.6em&#8221; header_text_color=&#8221;#FFFFFF&#8221; custom_margin=&#8221;||30px||false|false&#8221; text_text_color_tablet=&#8221;gcid-2fb2dbe4-762a-4cba-a51a-a43a1b66b85a&#8221; text_text_color_phone=&#8221;gcid-2fb2dbe4-762a-4cba-a51a-a43a1b66b85a&#8221; text_text_color_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{%22gcid-heading-color%22:%91%22text_text_color%22%93,%22gcid-2fb2dbe4-762a-4cba-a51a-a43a1b66b85a%22:%91%22text_text_color_tablet%22%93}&#8221;]<\/p>\n<p>Apoiando a prote\u00e7\u00e3o da vida selvagem por meio de Machine Learning e visualiza\u00e7\u00e3o de dados<\/p>\n<p>[\/et_pb_text][et_pb_button button_url=&#8221;@ET-DC@eyJkeW5hbWljIjp0cnVlLCJjb250ZW50IjoicG9zdF9saW5rX3VybF9wYWdlIiwic2V0dGluZ3MiOnsicG9zdF9pZCI6IjI4MTgxIn19@&#8221; button_text=&#8221;Fale conosco&#8221; _builder_version=&#8221;4.25.0&#8243; _dynamic_attributes=&#8221;button_url&#8221; _module_preset=&#8221;default&#8221; saved_tabs=&#8221;all&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_button][\/et_pb_column][et_pb_column type=&#8221;1_2&#8243; _builder_version=&#8221;4.24.2&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.25.0&#8243; _module_preset=&#8221;default&#8221; width=&#8221;80%&#8221; width_tablet=&#8221;80%&#8221; width_phone=&#8221;90%&#8221; width_last_edited=&#8221;on|phone&#8221; max_width=&#8221;1080px&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;-130px||60px||false|false&#8221; custom_padding=&#8221;||43.8px||false|false&#8221; border_radii=&#8221;on|30px|30px|30px|30px&#8221; box_shadow_style=&#8221;preset2&#8243; global_colors_info=&#8221;{}&#8221;][et_pb_row column_structure=&#8221;1_3,2_3&#8243; custom_padding_last_edited=&#8221;on|desktop&#8221; _builder_version=&#8221;4.25.0&#8243; _module_preset=&#8221;default&#8221; width=&#8221;100%&#8221; custom_padding=&#8221;0px|60px|0px|60px|true|true&#8221; custom_padding_tablet=&#8221;0px|60px|0px|60px|true|true&#8221; custom_padding_phone=&#8221;|10%||10%|true|true&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;1_3&#8243; _builder_version=&#8221;4.25.0&#8243; _module_preset=&#8221;default&#8221; custom_css_main_element=&#8221;display: -webkit-box;||display: -ms-flexbox;||display: flex;||-ms-flex-wrap: wrap;||    flex-wrap: wrap;||-webkit-column-gap: 10px;||-moz-column-gap: 10px;||column-gap: 10px;||-webkit-box-pack: start;||-ms-flex-pack: start;||        justify-content: flex-start;&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.25.0&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;|700|||||||&#8221; text_font_size=&#8221;20px&#8221; header_font=&#8221;|700|||||||&#8221; header_font_size=&#8221;20px&#8221; header_line_height=&#8221;1.7em&#8221; width=&#8221;100%&#8221; custom_margin=&#8221;||0px||false|false&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h1>Ind\u00fastria<\/h1>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.25.0&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;||||||||&#8221; text_font_size=&#8221;20px&#8221; header_font_size=&#8221;20px&#8221; header_line_height=&#8221;1.7em&#8221; width=&#8221;100%&#8221; 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button_text=&#8221;GCP&#8221; module_class=&#8221;boton_deshabilitado sin_mayusculas boton_tecnologias&#8221; _builder_version=&#8221;4.25.0&#8243; _module_preset=&#8221;default&#8221; custom_button=&#8221;on&#8221; button_text_size=&#8221;14px&#8221; button_use_icon=&#8221;off&#8221; custom_margin=&#8221;|10px|10px||false|false&#8221; custom_margin_tablet=&#8221;|10px|||false|false&#8221; custom_margin_phone=&#8221;|10px|10px||false|false&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; button_text_size_tablet=&#8221;16px&#8221; button_text_size_phone=&#8221;13px&#8221; button_text_size_last_edited=&#8221;on|phone&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_button][et_pb_button button_url=&#8221;#&#8221; button_text=&#8221;Cloudrun&#8221; module_class=&#8221;boton_deshabilitado sin_mayusculas boton_tecnologias&#8221; _builder_version=&#8221;4.25.0&#8243; _module_preset=&#8221;default&#8221; custom_button=&#8221;on&#8221; button_text_size=&#8221;14px&#8221; button_use_icon=&#8221;off&#8221; custom_margin=&#8221;|10px|10px||false|false&#8221; custom_margin_tablet=&#8221;|10px|||false|false&#8221; custom_margin_phone=&#8221;|10px|10px||false|false&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; button_text_size_tablet=&#8221;16px&#8221; button_text_size_phone=&#8221;13px&#8221; button_text_size_last_edited=&#8221;on|phone&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_button][\/et_pb_column][et_pb_column type=&#8221;2_3&#8243; _builder_version=&#8221;4.24.2&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.25.0&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;|600|||||||&#8221; text_font_size=&#8221;40px&#8221; text_line_height=&#8221;1.4em&#8221; header_font=&#8221;|600|||||||&#8221; header_line_height=&#8221;1.4em&#8221; custom_margin=&#8221;||10px||false|false&#8221; text_font_size_tablet=&#8221;40px&#8221; text_font_size_phone=&#8221;30px&#8221; text_font_size_last_edited=&#8221;on|phone&#8221; header_font_size_tablet=&#8221;30px&#8221; header_font_size_phone=&#8221;30px&#8221; header_font_size_last_edited=&#8221;off|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h1>O <span class=\"resaltado\">desafio<\/span> <\/h1>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.25.0&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>O EarthRanger \u00e9 uma solu\u00e7\u00e3o de software que ajuda gestores de \u00e1reas protegidas, ecologistas e bi\u00f3logos da vida selvagem a tomar decis\u00f5es operacionais mais informadas para a conserva\u00e7\u00e3o da fauna. Enfrentamos o desafio de aprimorar a arquitetura do sistema para reduzir o tempo de resposta na visualiza\u00e7\u00e3o de dados.<\/p>\n<p>Esse desafio era cr\u00edtico, pois impactava diretamente a capacidade de proteger a vida selvagem, os habitats naturais e as comunidades em mais de 40 pa\u00edses. <\/p>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.25.0&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;|600|||||||&#8221; text_font_size=&#8221;40px&#8221; text_line_height=&#8221;1.4em&#8221; header_font=&#8221;|600|||||||&#8221; header_line_height=&#8221;1.4em&#8221; custom_margin=&#8221;||10px||false|false&#8221; text_font_size_tablet=&#8221;40px&#8221; text_font_size_phone=&#8221;30px&#8221; text_font_size_last_edited=&#8221;on|phone&#8221; header_font_size_tablet=&#8221;30px&#8221; header_font_size_phone=&#8221;30px&#8221; header_font_size_last_edited=&#8221;off|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h1>A <span class=\"resaltado\">solu\u00e7\u00e3o<\/span><\/h1>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.25.0&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>Para enfrentar esse desafio, foi realizado um trabalho colaborativo que resultou em uma nova vers\u00e3o da plataforma, capaz de integrar informa\u00e7\u00f5es provenientes de diversos dispositivos, como equipamentos GPS, chips, coleiras inteligentes e at\u00e9 dados enviados por guarda-parques.<\/p>\n<p>Essas informa\u00e7\u00f5es s\u00e3o analisadas e exibidas em tempo real para monitorar a vida selvagem. Al\u00e9m disso, a plataforma permite que outros usu\u00e1rios, como ONGs e pesquisadores dedicados ao estudo da fauna, utilizem esses dados e configurem seus pr\u00f3prios dispositivos para coleta e monitoramento.  <\/p>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.25.0&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;|600|||||||&#8221; text_font_size=&#8221;40px&#8221; text_line_height=&#8221;1.4em&#8221; header_font=&#8221;|600|||||||&#8221; header_line_height=&#8221;1.4em&#8221; custom_margin=&#8221;||10px||false|false&#8221; text_font_size_tablet=&#8221;40px&#8221; text_font_size_phone=&#8221;30px&#8221; text_font_size_last_edited=&#8221;on|phone&#8221; header_font_size_tablet=&#8221;30px&#8221; header_font_size_phone=&#8221;30px&#8221; header_font_size_last_edited=&#8221;off|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h1>Os <span class=\"resaltado\">resultados<\/span><\/h1>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.25.0&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<ul>\n<li>\n<p><strong>Redu\u00e7\u00e3o da ca\u00e7a furtiva<\/strong>: por meio da implementa\u00e7\u00e3o de um monitoramento eficiente de grandes \u00e1reas, possibilitando maior controle dos limites geogr\u00e1ficos e acompanhamento mais preciso das atividades dos guarda-parques.<\/p>\n<\/li>\n<li>\n<p><strong>Detec\u00e7\u00e3o de riscos em tempo real<\/strong>: com as novas funcionalidades implementadas, tornou-se poss\u00edvel identificar ca\u00e7adores ilegais, inc\u00eandios criminosos e outras amea\u00e7as ambientais em tempo real, permitindo respostas r\u00e1pidas e eficazes.<\/p>\n<\/li>\n<li>\n<p><strong>Previs\u00e3o do comportamento das esp\u00e9cies<\/strong>: utilizando tecnologia avan\u00e7ada e Machine Learning, foi poss\u00edvel prever comportamentos com maior precis\u00e3o, apoiando pesquisas aprofundadas e a\u00e7\u00f5es preventivas para a conserva\u00e7\u00e3o do planeta.<\/p>\n<\/li>\n<\/ul>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=&#8221;1_3,2_3&#8243; _builder_version=&#8221;4.25.0&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;1_3&#8243; _builder_version=&#8221;4.25.0&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_image src=&#8221;https:\/\/grupo-giga.com\/wp-content\/uploads\/2024\/05\/logos_clientes_negros-30.svg&#8221; alt=&#8221;Unicef&#8221; title_text=&#8221;logos_clientes_negros-30&#8243; _builder_version=&#8221;4.25.0&#8243; _module_preset=&#8221;default&#8221; background_image=&#8221;https:\/\/grupo-giga.com\/wp-content\/uploads\/2024\/05\/miscelanea_gris.svg&#8221; background_size=&#8221;custom&#8221; background_position=&#8221;bottom_center&#8221; max_width=&#8221;80%&#8221; max_width_tablet=&#8221;40%&#8221; max_width_phone=&#8221;60%&#8221; max_width_last_edited=&#8221;on|phone&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;||0px||false|false&#8221; custom_padding=&#8221;|10%|30%|10%|false|true&#8221; custom_padding_tablet=&#8221;|10%|10%|10%|false|true&#8221; custom_padding_phone=&#8221;|15%|15%|15%|false|true&#8221; custom_padding_last_edited=&#8221;on|tablet&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][\/et_pb_column][et_pb_column type=&#8221;2_3&#8243; _builder_version=&#8221;4.25.0&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text module_class=&#8221;testimonios_proyectos&#8221; _builder_version=&#8221;4.25.0&#8243; _module_preset=&#8221;default&#8221; header_font=&#8221;|800|||||||&#8221; header_font_size=&#8221;20px&#8221; header_line_height=&#8221;1.7em&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p><em>A expertise deles em visualiza\u00e7\u00e3o de dados e aprendizado de m\u00e1quina transformou nosso software, permitindo-nos reagir mais rapidamente e tomar decis\u00f5es mais inteligentes em campo. Da detec\u00e7\u00e3o mais \u00e1gil de amea\u00e7as ao rastreamento aprimorado de esp\u00e9cies, a solu\u00e7\u00e3o da Giga IT tornou-se uma ferramenta essencial em nossa luta contra a ca\u00e7a ilegal e a perda de habitat. <\/em><\/p>\n<h1>L\u00edder de Opera\u00e7\u00f5es<\/h1>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; prev_background_color=&#8221;#ffffff&#8221; _builder_version=&#8221;4.25.0&#8243; _module_preset=&#8221;default&#8221; background_color=&#8221;gcid-heading-color&#8221; top_divider_style=&#8221;curve&#8221; top_divider_height=&#8221;50px&#8221; top_divider_flip=&#8221;vertical&#8221; top_divider_height_tablet=&#8221;20px&#8221; top_divider_height_phone=&#8221;10px&#8221; top_divider_height_last_edited=&#8221;on|phone&#8221; global_colors_info=&#8221;{%22gcid-heading-color%22:%91%22background_color%22%93}&#8221;][et_pb_row column_structure=&#8221;1_2,1_2&#8243; _builder_version=&#8221;4.25.0&#8243; _module_preset=&#8221;default&#8221; 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Enfrentamos o desafio de aprimorar a [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":38737,"comment_status":"open","ping_status":"closed","template":"","meta":{"_acf_changed":false,"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"project_category":[706],"project_tag":[],"class_list":["post-41367","project","type-project","status-publish","has-post-thumbnail","hentry","project_category-meio-ambiente"],"acf":[],"_links":{"self":[{"href":"https:\/\/grupo-giga.com\/pt-br\/wp-json\/wp\/v2\/project\/41367","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/grupo-giga.com\/pt-br\/wp-json\/wp\/v2\/project"}],"about":[{"href":"https:\/\/grupo-giga.com\/pt-br\/wp-json\/wp\/v2\/types\/project"}],"author":[{"embeddable":true,"href":"https:\/\/grupo-giga.com\/pt-br\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/grupo-giga.com\/pt-br\/wp-json\/wp\/v2\/comments?post=41367"}],"version-history":[{"count":3,"href":"https:\/\/grupo-giga.com\/pt-br\/wp-json\/wp\/v2\/project\/41367\/revisions"}],"predecessor-version":[{"id":41371,"href":"https:\/\/grupo-giga.com\/pt-br\/wp-json\/wp\/v2\/project\/41367\/revisions\/41371"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/grupo-giga.com\/pt-br\/wp-json\/wp\/v2\/media\/38737"}],"wp:attachment":[{"href":"https:\/\/grupo-giga.com\/pt-br\/wp-json\/wp\/v2\/media?parent=41367"}],"wp:term":[{"taxonomy":"project_category","embeddable":true,"href":"https:\/\/grupo-giga.com\/pt-br\/wp-json\/wp\/v2\/project_category?post=41367"},{"taxonomy":"project_tag","embeddable":true,"href":"https:\/\/grupo-giga.com\/pt-br\/wp-json\/wp\/v2\/project_tag?post=41367"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}