{"id":3050,"date":"2026-08-07T16:10:03","date_gmt":"2026-08-07T13:10:03","guid":{"rendered":"https:\/\/urbanmobilerobotics.fi\/?post_type=publication&#038;p=3050"},"modified":"2026-08-07T17:11:30","modified_gmt":"2026-08-07T14:11:30","slug":"state-of-the-art-raportti-maarobotiikka-kaupunkiymparistossa","status":"publish","type":"publication","link":"https:\/\/urbanmobilerobotics.fi\/fi\/publication\/state-of-the-art-raportti-maarobotiikka-kaupunkiymparistossa\/","title":{"rendered":"State-of-the-art -raportti: Maarobotiikka kaupunkiymp\u00e4rist\u00f6ss\u00e4"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"3050\" class=\"elementor elementor-3050\" data-elementor-post-type=\"publication\">\n\t\t\t\t<div class=\"elementor-element elementor-element-632f3309 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=\"632f3309\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ff0bb10 elementor-widget elementor-widget-image\" data-id=\"3ff0bb10\" 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_maa.jpg\" class=\"attachment-full size-full wp-image-3028\" alt=\"\" srcset=\"https:\/\/urbanmobilerobotics.fi\/wp-content\/uploads\/2026\/08\/UMR-rapsa_mockup_maa.jpg 1920w, https:\/\/urbanmobilerobotics.fi\/wp-content\/uploads\/2026\/08\/UMR-rapsa_mockup_maa-300x210.jpg 300w, https:\/\/urbanmobilerobotics.fi\/wp-content\/uploads\/2026\/08\/UMR-rapsa_mockup_maa-1024x717.jpg 1024w, https:\/\/urbanmobilerobotics.fi\/wp-content\/uploads\/2026\/08\/UMR-rapsa_mockup_maa-768x538.jpg 768w, https:\/\/urbanmobilerobotics.fi\/wp-content\/uploads\/2026\/08\/UMR-rapsa_mockup_maa-1536x1075.jpg 1536w, https:\/\/urbanmobilerobotics.fi\/wp-content\/uploads\/2026\/08\/UMR-rapsa_mockup_maa-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-2456014a elementor-widget elementor-widget-heading\" data-id=\"2456014a\" 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: Maarobotiikka 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-6fbf0873 elementor-widget elementor-widget-text-editor\" data-id=\"6fbf0873\" 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 &#8211; hanketta on tuotettu selvitykset ilma-, maa- ja vesirobotiikan nykytilanteesta.<\/p><p>Maarobotiikan selvitysraportissa tarkastellaan maanp\u00e4\u00e4llisen robotiikan teknologioita ja esitet\u00e4\u00e4n kirjoitushetkell\u00e4 k\u00e4yt\u00f6ss\u00e4 olevien, eri tavoin ohjattavien maanp\u00e4\u00e4llisten robottien tyypit ja saatavilla olevat alustat. Raportin tavoitteena on kartoittaa maanp\u00e4\u00e4llisen robotiikan nykytilannetta ja tarkastella eri ratkaisujen eroja ja soveltuvuuksia.<\/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-72497720 elementor-position-inline-start elementor-mobile-position-inline-start elementor-view-default elementor-widget elementor-widget-icon-box\" data-id=\"72497720\" 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\/06\/Urban-Mobile-Robotics-State-of-the-art_Maarobotiikka_Pasanen_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\/06\/Urban-Mobile-Robotics-State-of-the-art_Maarobotiikka_Pasanen_2026.pdf\">Lataa State of the art -raportti: Maarobotiikka 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-46420fc6 elementor-widget-divider--view-line_icon elementor-view-default elementor-widget-divider--element-align-center elementor-widget elementor-widget-divider\" data-id=\"46420fc6\" 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-1093b686 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=\"1093b686\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f982e8a elementor-widget elementor-widget-text-editor\" data-id=\"f982e8a\" 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>Juho Pasanen <\/strong>on Metropolia Ammattikorkeakoulusta vastavalmistunut s\u00e4hk\u00f6- ja automaatiotekniikan insin\u00f6\u00f6ri. Juho on projektity\u00f6ntekij\u00e4 Urban Mobile Robotics -hankkeessa, jossa h\u00e4nen alueellaan on maa-teeman pilotointien tuki ja maata pitkin kulkevien robottien tutkimus. Juho 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-69e91bf7 elementor-widget elementor-widget-image\" data-id=\"69e91bf7\" 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_Juho_1080x1080-150x150.jpg\" class=\"attachment-thumbnail size-thumbnail wp-image-2829\" alt=\"\" srcset=\"https:\/\/urbanmobilerobotics.fi\/wp-content\/uploads\/2026\/06\/UMR_Tiimikuvat_Juho_1080x1080-150x150.jpg 150w, https:\/\/urbanmobilerobotics.fi\/wp-content\/uploads\/2026\/06\/UMR_Tiimikuvat_Juho_1080x1080-300x300.jpg 300w, https:\/\/urbanmobilerobotics.fi\/wp-content\/uploads\/2026\/06\/UMR_Tiimikuvat_Juho_1080x1080-1024x1024.jpg 1024w, https:\/\/urbanmobilerobotics.fi\/wp-content\/uploads\/2026\/06\/UMR_Tiimikuvat_Juho_1080x1080-768x768.jpg 768w, https:\/\/urbanmobilerobotics.fi\/wp-content\/uploads\/2026\/06\/UMR_Tiimikuvat_Juho_1080x1080-12x12.jpg 12w, https:\/\/urbanmobilerobotics.fi\/wp-content\/uploads\/2026\/06\/elementor\/thumbs\/UMR_Tiimikuvat_Juho_1080x1080-ror8z3o5x46jqmsydpzikzixapq8c5i70xamcvbte0.jpg 500w, https:\/\/urbanmobilerobotics.fi\/wp-content\/uploads\/2026\/06\/UMR_Tiimikuvat_Juho_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-16f50d9d elementor-widget elementor-widget-post-info\" data-id=\"16f50d9d\" 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: Maarobotiikka kaupunkiympa\u0308risto\u0308ssa\u0308 Osana Urban Mobile Robotics &#8211; hanketta on tuotettu selvitykset ilma-, maa- ja vesirobotiikan nykytilanteesta. Maarobotiikan selvitysraportissa tarkastellaan maanp\u00e4\u00e4llisen robotiikan teknologioita ja esitet\u00e4\u00e4n kirjoitushetkell\u00e4 k\u00e4yt\u00f6ss\u00e4 olevien, eri tavoin ohjattavien maanp\u00e4\u00e4llisten robottien tyypit ja saatavilla olevat alustat. Raportin tavoitteena on kartoittaa maanp\u00e4\u00e4llisen robotiikan nykytilannetta ja tarkastella eri ratkaisujen eroja ja soveltuvuuksia. Tutustu koko selvitykseen alta! Lataa State of the art -raportti: Maarobotiikka kaupunkiymp\u00e4rist\u00f6ss\u00e4 (pdf). Kirjoittaja Juho Pasanen on Metropolia Ammattikorkeakoulusta vastavalmistunut s\u00e4hk\u00f6- ja automaatiotekniikan insin\u00f6\u00f6ri. Juho on projektity\u00f6ntekij\u00e4 Urban Mobile Robotics -hankkeessa, jossa h\u00e4nen alueellaan on maa-teeman pilotointien tuki ja maata pitkin kulkevien robottien tutkimus. Juho on my\u00f6s osa Metropolian Robo Garagen tiimi\u00e4.<\/p>\n","protected":false},"featured_media":2562,"template":"","categories":[30],"class_list":["post-3050","publication","type-publication","status-publish","has-post-thumbnail","hentry","category-raportti"],"acf":[],"_links":{"self":[{"href":"https:\/\/urbanmobilerobotics.fi\/fi\/wp-json\/wp\/v2\/publication\/3050","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\/3050\/revisions"}],"predecessor-version":[{"id":3070,"href":"https:\/\/urbanmobilerobotics.fi\/fi\/wp-json\/wp\/v2\/publication\/3050\/revisions\/3070"}],"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=3050"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/urbanmobilerobotics.fi\/fi\/wp-json\/wp\/v2\/categories?post=3050"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}