{"id":3019,"date":"2026-08-07T15:45:56","date_gmt":"2026-08-07T12:45:56","guid":{"rendered":"https:\/\/urbanmobilerobotics.fi\/?post_type=publication&#038;p=3019"},"modified":"2026-08-07T17:14:26","modified_gmt":"2026-08-07T14:14:26","slug":"state-of-the-art-raportti-ilmarobotiikka-kaupunkiymparistossa","status":"publish","type":"publication","link":"https:\/\/urbanmobilerobotics.fi\/fi\/publication\/state-of-the-art-raportti-ilmarobotiikka-kaupunkiymparistossa\/","title":{"rendered":"State-of-the-art -raportti: Ilmarobotiikka kaupunkiympa\u0308risto\u0308ssa\u0308"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"3019\" class=\"elementor elementor-3019\" data-elementor-post-type=\"publication\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1e09aa4e e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-parent\" data-id=\"1e09aa4e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-73c5f6f elementor-widget elementor-widget-image\" data-id=\"73c5f6f\" 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=\"1920\" height=\"1344\" src=\"https:\/\/urbanmobilerobotics.fi\/wp-content\/uploads\/2026\/08\/UMR-rapsa_mockup_ilma.jpg\" class=\"attachment-full size-full wp-image-3027\" alt=\"\" srcset=\"https:\/\/urbanmobilerobotics.fi\/wp-content\/uploads\/2026\/08\/UMR-rapsa_mockup_ilma.jpg 1920w, https:\/\/urbanmobilerobotics.fi\/wp-content\/uploads\/2026\/08\/UMR-rapsa_mockup_ilma-300x210.jpg 300w, https:\/\/urbanmobilerobotics.fi\/wp-content\/uploads\/2026\/08\/UMR-rapsa_mockup_ilma-1024x717.jpg 1024w, https:\/\/urbanmobilerobotics.fi\/wp-content\/uploads\/2026\/08\/UMR-rapsa_mockup_ilma-768x538.jpg 768w, https:\/\/urbanmobilerobotics.fi\/wp-content\/uploads\/2026\/08\/UMR-rapsa_mockup_ilma-1536x1075.jpg 1536w, https:\/\/urbanmobilerobotics.fi\/wp-content\/uploads\/2026\/08\/UMR-rapsa_mockup_ilma-18x12.jpg 18w\" sizes=\"(max-width: 1920px) 100vw, 1920px\" \/>\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 class=\"elementor-element elementor-element-18c3f14c elementor-widget elementor-widget-heading\" data-id=\"18c3f14c\" 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\">State-of-the-art -raportti: Ilmarobotiikka kaupunkiympa\u0308risto\u0308ssa\u0308<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-23d4982 elementor-widget elementor-widget-text-editor\" data-id=\"23d4982\" 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>Osana Urban Mobile Robotics -hanketta on tuotettu selvitykset ilma-, maa- ja vesirobotiikan nykytilanteesta.<\/p><p>Ilmarobotiikan selvitysraportin tavoitteena on selvitt\u00e4\u00e4, mill\u00e4 tasolla drooniteknologia on t\u00e4ll\u00e4 hetkell\u00e4 kansainv\u00e4lisesti, mit\u00e4 sovelluksia on jo otettu k\u00e4ytt\u00f6\u00f6n ja millaisia mahdollisuuksia sek\u00e4 rajoitteita on havaittavissa. Lis\u00e4ksi raportissa vertaillaan keskeisi\u00e4 k\u00e4ytt\u00f6kohteita ja teknologisia ratkaisuja, jotta saadaan kokonaiskuva droonien soveltuvuudesta kaupunkiymp\u00e4rist\u00f6\u00f6n.<\/p><p>Tutustu koko selvitykseen alta!<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-38341728 elementor-position-inline-start elementor-mobile-position-inline-start elementor-view-default elementor-widget elementor-widget-icon-box\" data-id=\"38341728\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"https:\/\/urbanmobilerobotics.fi\/wp-content\/uploads\/2026\/05\/Urban-Mobile-Robotics-State-of-the-art_Ilmarobotiikka_Ali_2026.pdf\" target=\"_blank\" class=\"elementor-icon\" tabindex=\"-1\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-book-open\" viewBox=\"0 0 576 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M542.22 32.05c-54.8 3.11-163.72 14.43-230.96 55.59-4.64 2.84-7.27 7.89-7.27 13.17v363.87c0 11.55 12.63 18.85 23.28 13.49 69.18-34.82 169.23-44.32 218.7-46.92 16.89-.89 30.02-14.43 30.02-30.66V62.75c.01-17.71-15.35-31.74-33.77-30.7zM264.73 87.64C197.5 46.48 88.58 35.17 33.78 32.05 15.36 31.01 0 45.04 0 62.75V400.6c0 16.24 13.13 29.78 30.02 30.66 49.49 2.6 149.59 12.11 218.77 46.95 10.62 5.35 23.21-1.94 23.21-13.46V100.63c0-5.29-2.62-10.14-7.27-12.99z\"><\/path><\/svg>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<a href=\"https:\/\/urbanmobilerobotics.fi\/wp-content\/uploads\/2026\/05\/Urban-Mobile-Robotics-State-of-the-art_Ilmarobotiikka_Ali_2026.pdf\">Lataa State of the art -raportti: Ilmarobotiikka kaupunkiymp\u00e4rist\u00f6ss\u00e4 (pdf).<\/a>\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\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-5f2e89dd elementor-widget-divider--view-line_icon elementor-view-default elementor-widget-divider--element-align-center elementor-widget elementor-widget-divider\" data-id=\"5f2e89dd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon elementor-divider__element\">\n\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-robot\" viewBox=\"0 0 640 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M32,224H64V416H32A31.96166,31.96166,0,0,1,0,384V256A31.96166,31.96166,0,0,1,32,224Zm512-48V448a64.06328,64.06328,0,0,1-64,64H160a64.06328,64.06328,0,0,1-64-64V176a79.974,79.974,0,0,1,80-80H288V32a32,32,0,0,1,64,0V96H464A79.974,79.974,0,0,1,544,176ZM264,256a40,40,0,1,0-40,40A39.997,39.997,0,0,0,264,256Zm-8,128H192v32h64Zm96,0H288v32h64ZM456,256a40,40,0,1,0-40,40A39.997,39.997,0,0,0,456,256Zm-8,128H384v32h64ZM640,256V384a31.96166,31.96166,0,0,1-32,32H576V224h32A31.96166,31.96166,0,0,1,640,256Z\"><\/path><\/svg><\/div>\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-29319b66 e-grid e-con-full wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-child\" data-id=\"29319b66\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5ffa5129 elementor-widget elementor-widget-text-editor\" data-id=\"5ffa5129\" 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<h4 class=\"p1\"><b>Kirjoittaja<\/b><\/h4><p><em><strong>Abdulrahman Ali<\/strong> on koneautomaatioinsin\u00f6\u00f6ri, joka ty\u00f6skentelee projekti-insin\u00f6\u00f6rin\u00e4 Urban Mobile Robotics -hankkeessa. Abdulrahmanin vastuualueena hankkeessa on ilmarobotiikan eli drooni-teknologian tutkimus, kehitt\u00e4minen ja tuki hankkeen piloteissa, ja h\u00e4n on my\u00f6s osa <a href=\"https:\/\/www.metropolia.fi\/fi\/tutkimus-kehitys-ja-innovaatiot\/yhteistyoalustat\/garage\" target=\"_blank\" rel=\"noopener\">Metropolian Robo Garagen<\/a> tiimi\u00e4.<\/em><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-73f1ce3c elementor-widget elementor-widget-image\" data-id=\"73f1ce3c\" 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 decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/urbanmobilerobotics.fi\/wp-content\/uploads\/2026\/06\/UMR_Tiimikuvat_Adbu_1080x1080-150x150.jpg\" class=\"attachment-thumbnail size-thumbnail wp-image-2523\" alt=\"\" srcset=\"https:\/\/urbanmobilerobotics.fi\/wp-content\/uploads\/2026\/06\/UMR_Tiimikuvat_Adbu_1080x1080-150x150.jpg 150w, https:\/\/urbanmobilerobotics.fi\/wp-content\/uploads\/2026\/06\/UMR_Tiimikuvat_Adbu_1080x1080-300x300.jpg 300w, https:\/\/urbanmobilerobotics.fi\/wp-content\/uploads\/2026\/06\/UMR_Tiimikuvat_Adbu_1080x1080-1024x1024.jpg 1024w, https:\/\/urbanmobilerobotics.fi\/wp-content\/uploads\/2026\/06\/UMR_Tiimikuvat_Adbu_1080x1080-768x768.jpg 768w, https:\/\/urbanmobilerobotics.fi\/wp-content\/uploads\/2026\/06\/UMR_Tiimikuvat_Adbu_1080x1080-12x12.jpg 12w, https:\/\/urbanmobilerobotics.fi\/wp-content\/uploads\/2026\/06\/elementor\/thumbs\/UMR_Tiimikuvat_Adbu_1080x1080-roozj7f0immy19jole687u9cxso53o2xxdxvfyh9jc.jpg 500w, https:\/\/urbanmobilerobotics.fi\/wp-content\/uploads\/2026\/06\/UMR_Tiimikuvat_Adbu_1080x1080.jpg 1080w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/>\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<div class=\"elementor-element elementor-element-762b1c02 elementor-widget elementor-widget-post-info\" data-id=\"762b1c02\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-85b5461 elementor-inline-item\" itemprop=\"datePublished\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-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=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-date\">\n\t\t\t\t\t\t\t\t\t\t<time>07\/08\/2026<\/time>\t\t\t\t\t<\/span>\n\t\t\t\t\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>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>State-of-the-art -raportti: Ilmarobotiikka kaupunkiympa\u0308risto\u0308ssa\u0308 Osana Urban Mobile Robotics -hanketta on tuotettu selvitykset ilma-, maa- ja vesirobotiikan nykytilanteesta. Ilmarobotiikan selvitysraportin tavoitteena on selvitt\u00e4\u00e4, mill\u00e4 tasolla drooniteknologia on t\u00e4ll\u00e4 hetkell\u00e4 kansainv\u00e4lisesti, mit\u00e4 sovelluksia on jo otettu k\u00e4ytt\u00f6\u00f6n ja millaisia mahdollisuuksia sek\u00e4 rajoitteita on havaittavissa. Lis\u00e4ksi raportissa vertaillaan keskeisi\u00e4 k\u00e4ytt\u00f6kohteita ja teknologisia ratkaisuja, jotta saadaan kokonaiskuva droonien soveltuvuudesta kaupunkiymp\u00e4rist\u00f6\u00f6n. Tutustu koko selvitykseen alta! Lataa State of the art -raportti: Ilmarobotiikka kaupunkiymp\u00e4rist\u00f6ss\u00e4 (pdf). Kirjoittaja Abdulrahman Ali on koneautomaatioinsin\u00f6\u00f6ri, joka ty\u00f6skentelee projekti-insin\u00f6\u00f6rin\u00e4 Urban Mobile Robotics -hankkeessa. Abdulrahmanin vastuualueena hankkeessa on ilmarobotiikan eli drooni-teknologian tutkimus, kehitt\u00e4minen ja tuki hankkeen piloteissa, ja h\u00e4n on my\u00f6s osa Metropolian Robo Garagen tiimi\u00e4.<\/p>\n","protected":false},"featured_media":2562,"template":"","categories":[30],"class_list":["post-3019","publication","type-publication","status-publish","has-post-thumbnail","hentry","category-raportti"],"acf":[],"_links":{"self":[{"href":"https:\/\/urbanmobilerobotics.fi\/fi\/wp-json\/wp\/v2\/publication\/3019","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/urbanmobilerobotics.fi\/fi\/wp-json\/wp\/v2\/publication"}],"about":[{"href":"https:\/\/urbanmobilerobotics.fi\/fi\/wp-json\/wp\/v2\/types\/publication"}],"version-history":[{"count":11,"href":"https:\/\/urbanmobilerobotics.fi\/fi\/wp-json\/wp\/v2\/publication\/3019\/revisions"}],"predecessor-version":[{"id":3078,"href":"https:\/\/urbanmobilerobotics.fi\/fi\/wp-json\/wp\/v2\/publication\/3019\/revisions\/3078"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/urbanmobilerobotics.fi\/fi\/wp-json\/wp\/v2\/media\/2562"}],"wp:attachment":[{"href":"https:\/\/urbanmobilerobotics.fi\/fi\/wp-json\/wp\/v2\/media?parent=3019"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/urbanmobilerobotics.fi\/fi\/wp-json\/wp\/v2\/categories?post=3019"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}