{"id":1608,"date":"2023-09-18T11:59:23","date_gmt":"2023-09-18T11:59:23","guid":{"rendered":"https:\/\/sarai.igme.es\/?p=1608"},"modified":"2023-09-18T12:03:40","modified_gmt":"2023-09-18T12:03:40","slug":"iv-congreso-en-ingenieria-geomatica-cigeo-2023","status":"publish","type":"post","link":"https:\/\/sarai.igme.es\/index.php\/iv-congreso-en-ingenieria-geomatica-cigeo-2023\/","title":{"rendered":"IV Congreso en Ingenier\u00eda Geom\u00e1tica (CIGEO 2023)"},"content":{"rendered":"\n<figure class=\"wp-block-image aligncenter size-full\"><img decoding=\"async\" width=\"920\" height=\"518\" src=\"https:\/\/sarai.igme.es\/wp-content\/uploads\/CIGEO2023.png\" alt=\"\" class=\"wp-image-1609\" srcset=\"https:\/\/sarai.igme.es\/wp-content\/uploads\/CIGEO2023.png 920w, https:\/\/sarai.igme.es\/wp-content\/uploads\/CIGEO2023-300x169.png 300w, https:\/\/sarai.igme.es\/wp-content\/uploads\/CIGEO2023-150x84.png 150w, https:\/\/sarai.igme.es\/wp-content\/uploads\/CIGEO2023-768x432.png 768w, https:\/\/sarai.igme.es\/wp-content\/uploads\/CIGEO2023-500x282.png 500w\" sizes=\"(max-width: 920px) 100vw, 920px\" \/><\/figure>\n\n\n\n<p>El pasado 6 y 7 de Julio, Jhonatan Rivera Rivera present\u00f3 la contribuci\u00f3n de SARAI en el IV Congreso en Inger\u00eda Geom\u00e1tica \u201cCIGEO 2023\u201d. Este congreso ofrece un espacio para que los doctorandos del programa de Ingenier\u00eda Geom\u00e1tica UPM-UPV presenten avances de su tesis doctoral y compartan sus experiencias con el resto de tesistas.<\/p>\n\n\n\n<p>Nuestro trabajo titulado \u201cDetecci\u00f3n y clasificaci\u00f3n de \u00e1reas de deformaci\u00f3n activa basada en datos SAR: una base de datos nacional para la gesti\u00f3n de los peligros naturales e inducidos. Aplicaci\u00f3n en el SE de Espa\u00f1a\u201d presentamos un enfoque novedoso para la clasificaci\u00f3n autom\u00e1tica de procesos de deformaci\u00f3n utilizando datos InSAR y t\u00e9cnicas de Machine Learning basadas en \u00e1rboles de decisi\u00f3n y clustering. Nuestros resultados demuestran un rendimiento prometedor, con un AUC &gt; 0.95, identificando varias covariables de naturaleza morfom\u00e9trica, geol\u00f3gica, hidrogeol\u00f3gica y geot\u00e9cnica como factores clave. Esta clasificaci\u00f3n autom\u00e1tica de los datos InSAR tiene implicaciones importantes para la gesti\u00f3n de riesgos relacionados con la deformaci\u00f3n del terreno, proporcionando una herramienta indispensable para los encargados de la toma de decisiones en planificaci\u00f3n urbana y ordenamiento territorial.<\/p>\n\n\n\n<p><a href=\"https:\/\/www.linkedin.com\/posts\/geomaticaupm_cigeo-2023-hoy-hemos-comenzado-el-iv-congreso-activity-7082691730520629248-2lru\/?utm_source=share&amp;utm_medium=member_desktop\">https:\/\/www.linkedin.com\/posts\/geomaticaupm_cigeo-2023-hoy-hemos-comenzado-el-iv-congreso-activity-7082691730520629248-2lru\/?utm_source=share&amp;utm_medium=member_desktop<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>El pasado 6 y 7 de Julio, Jhonatan Rivera Rivera present\u00f3 la contribuci\u00f3n de SARAI en el IV Congreso en Inger\u00eda Geom\u00e1tica \u201cCIGEO 2023\u201d.<\/p>\n","protected":false},"author":1,"featured_media":1609,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_uag_custom_page_level_css":"","site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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pasado 6 y 7 de Julio, Jhonatan Rivera Rivera present\u00f3 la contribuci\u00f3n de SARAI en el IV Congreso en Inger\u00eda Geom\u00e1tica \u201cCIGEO 2023\u201d.","_links":{"self":[{"href":"https:\/\/sarai.igme.es\/index.php\/wp-json\/wp\/v2\/posts\/1608","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sarai.igme.es\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/sarai.igme.es\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/sarai.igme.es\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/sarai.igme.es\/index.php\/wp-json\/wp\/v2\/comments?post=1608"}],"version-history":[{"count":2,"href":"https:\/\/sarai.igme.es\/index.php\/wp-json\/wp\/v2\/posts\/1608\/revisions"}],"predecessor-version":[{"id":1614,"href":"https:\/\/sarai.igme.es\/index.php\/wp-json\/wp\/v2\/posts\/1608\/revisions\/1614"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/sarai.igme.es\/index.php\/wp-json\/wp\/v2\/media\/1609"}],"wp:attachment":[{"href":"https:\/\/sarai.igme.es\/index.php\/wp-json\/wp\/v2\/media?parent=1608"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/sarai.igme.es\/index.php\/wp-json\/wp\/v2\/categories?post=1608"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/sarai.igme.es\/index.php\/wp-json\/wp\/v2\/tags?post=1608"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}