{"id":7997,"date":"2024-12-10T14:04:08","date_gmt":"2024-12-10T13:04:08","guid":{"rendered":"https:\/\/www.mtcos.se\/?p=7997"},"modified":"2024-12-10T14:38:01","modified_gmt":"2024-12-10T13:38:01","slug":"visuell-dataanalys-och-visualiseringar-for-marintekniska-tillampningar","status":"publish","type":"post","link":"https:\/\/www.mtcos.se\/en\/visuell-dataanalys-och-visualiseringar-for-marintekniska-tillampningar\/","title":{"rendered":"Visuell dataanalys och visualiseringar f\u00f6r marintekniska till\u00e4mpningar\u00a0"},"content":{"rendered":"\n<p>Med stora datam\u00e4ngder fr\u00e5n sensorteknik under och ovanf\u00f6r vattenytan \u00f6kar behovet av avancerade analys- och visualiseringstekniker f\u00f6r h\u00e5llbara hav, monitorering och detektering av milj\u00f6f\u00f6r\u00e4ndringar.&nbsp;<\/p>\n\n\n\n<p>Visuell dataanalys anv\u00e4nder grafiska verktyg f\u00f6r att analysera stora datam\u00e4ngder, vilket hj\u00e4lper anv\u00e4ndare att identifiera m\u00f6nster och dra insikter f\u00f6r b\u00e4ttre beslutsfattande. Detta omr\u00e5de delas in i vetenskaplig visualisering (rumsliga data) och informationsvisualisering (icke-rumsliga data).&nbsp;<\/p>\n\n\n\n<p>Till skillnad fr\u00e5n traditionell datavisualisering fokuserar visuell dataanalys p\u00e5 interaktiva representationer och kombinerar data fr\u00e5n flera k\u00e4llor f\u00f6r djupare insikter. Genom att integrera utforskande och analytiska processer kan AI och maskininl\u00e4rning st\u00f6dja analysen. Tidigare till\u00e4mpningar av visuell dataanalys inkluderar anomalidetektering i sj\u00f6farten, visualisering av fartygst\u00e4thet och analys av sj\u00f6trafikdata, vilket visar potentialen inom marinteknik.&nbsp;<\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Marinteknik \u00e4r ett strategiskt omr\u00e5de f\u00f6r utveckling av smarta digitala milj\u00f6er med fokus p\u00e5 visuell dataanalys, visualisering samt 3D-programmering och spelteknik.<\/p>\n","protected":false},"author":19,"featured_media":7981,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[97],"tags":[],"class_list":["post-7997","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-researched"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.0 (Yoast SEO v27.4) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Visuell dataanalys och visualiseringar f\u00f6r marintekniska till\u00e4mpningar\u00a0 - Marine Technology Center<\/title>\n<meta name=\"robots\" content=\"noindex, follow\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Visuell dataanalys och visualiseringar f\u00f6r marintekniska till\u00e4mpningar\u00a0\" \/>\n<meta property=\"og:description\" content=\"Marinteknik \u00e4r ett strategiskt omr\u00e5de f\u00f6r utveckling av smarta digitala milj\u00f6er med fokus p\u00e5 visuell dataanalys, visualisering samt 3D-programmering och spelteknik.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.mtcos.se\/en\/visuell-dataanalys-och-visualiseringar-for-marintekniska-tillampningar\/\" \/>\n<meta property=\"og:site_name\" content=\"Marine Technology Center\" \/>\n<meta property=\"article:published_time\" content=\"2024-12-10T13:04:08+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-12-10T13:38:01+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.mtcos.se\/wp-content\/uploads\/2024\/12\/MTC-Webb-Mail-Bild-6.webp\" \/>\n\t<meta property=\"og:image:width\" content=\"2000\" \/>\n\t<meta property=\"og:image:height\" content=\"1334\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/webp\" \/>\n<meta name=\"author\" content=\"Daniel Linder\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Daniel Linder\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.mtcos.se\\\/en\\\/visuell-dataanalys-och-visualiseringar-for-marintekniska-tillampningar\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.mtcos.se\\\/en\\\/visuell-dataanalys-och-visualiseringar-for-marintekniska-tillampningar\\\/\"},\"author\":{\"name\":\"Daniel Linder\",\"@id\":\"https:\\\/\\\/www.mtcos.se\\\/en\\\/#\\\/schema\\\/person\\\/379410e707a21d75227c72bc296181d5\"},\"headline\":\"Visuell dataanalys och visualiseringar f\u00f6r marintekniska till\u00e4mpningar\u00a0\",\"datePublished\":\"2024-12-10T13:04:08+00:00\",\"dateModified\":\"2024-12-10T13:38:01+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.mtcos.se\\\/en\\\/visuell-dataanalys-och-visualiseringar-for-marintekniska-tillampningar\\\/\"},\"wordCount\":152,\"publisher\":{\"@id\":\"https:\\\/\\\/www.mtcos.se\\\/en\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/www.mtcos.se\\\/en\\\/visuell-dataanalys-och-visualiseringar-for-marintekniska-tillampningar\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.mtcos.se\\\/wp-content\\\/uploads\\\/2024\\\/12\\\/MTC-Webb-Mail-Bild-6.webp\",\"articleSection\":[\"Research\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.mtcos.se\\\/en\\\/visuell-dataanalys-och-visualiseringar-for-marintekniska-tillampningar\\\/\",\"url\":\"https:\\\/\\\/www.mtcos.se\\\/en\\\/visuell-dataanalys-och-visualiseringar-for-marintekniska-tillampningar\\\/\",\"name\":\"Visuell dataanalys och visualiseringar f\u00f6r marintekniska till\u00e4mpningar\u00a0 - 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