{"id":4837,"date":"2025-12-23T11:23:51","date_gmt":"2025-12-23T11:23:51","guid":{"rendered":"https:\/\/tttp-au.com\/?p=4837"},"modified":"2025-12-23T14:29:23","modified_gmt":"2025-12-23T14:29:23","slug":"contemporary-procedures-for-traffic-data-collection-with-a-special-emphasis-on-the-use-of-drones","status":"publish","type":"post","link":"https:\/\/tttp-au.com\/index.php\/2025\/12\/23\/contemporary-procedures-for-traffic-data-collection-with-a-special-emphasis-on-the-use-of-drones\/","title":{"rendered":"Contemporary Procedures for Traffic Data Collection With a Special Emphasis on the use of Drones"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"4837\" class=\"elementor elementor-4837\" data-elementor-settings=\"{&quot;ha_cmc_init_switcher&quot;:&quot;no&quot;}\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e232701 elementor-section-height-min-height elementor-section-full_width elementor-hidden-tablet elementor-hidden-mobile elementor-section-height-default elementor-section-items-middle wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no\" data-id=\"e232701\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-cb97594\" data-id=\"cb97594\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a18c791 elementor-widget__width-inherit ha-has-bg-overlay elementor-widget elementor-widget-heading\" data-id=\"a18c791\" data-element_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\">Vol. 10 No. 2 (2025): TTTP - APEIRON<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b2fff26 elementor-widget elementor-widget-heading\" data-id=\"b2fff26\" data-element_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\"><b>Vladimir Ili\u0107, Valentina Mirovi\u0107, Vuk Bogdanovi\u0107, Bo\u0161ko Matovi\u0107, David Gruhonji\u0107\n <\/b><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-52044bb elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"52044bb\" data-element_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<\/span>\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-1c82606 elementor-widget elementor-widget-heading\" data-id=\"1c82606\" data-element_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\">Contemporary Procedures for Traffic Data Collection With a Special Emphasis on the use of Drones<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c297c9e elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"c297c9e\" data-element_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<\/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-21d12a9 e-grid e-con-full wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-parent\" data-id=\"21d12a9\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0209b05 elementor-widget elementor-widget-heading\" data-id=\"0209b05\" data-element_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\">Original scientific paper<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fd3ecf0 elementor-widget elementor-widget-heading\" data-id=\"fd3ecf0\" data-element_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\">DOI: 10.7251\/JTTTP2502072I<\/h2>\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-2f3b63f elementor-align-center elementor-widget elementor-widget-button\" data-id=\"2f3b63f\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/tttp-au.com\/wp-content\/uploads\/2025\/12\/Pages-from-TTTP-Vol-10_No-2_2025-WEB-2.pdf\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Download Article PDF<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\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-cb7c4cb elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"cb7c4cb\" data-element_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\">Abstract<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-61aebe3 elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"61aebe3\" data-element_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>Traffic planning represents a key component of urban and regional development, requiring a comprehensive analysis of socio-demographic, spatial, and economic factors. The research is focused on the application of contemporary methods of traffic data collection, with particular emphasis on the use of drones in detecting the effects of specific traffic-calming measures. Specifically, two locations in Podgorica were analyzed, each featuring different types of speed-reduction devices: rubber elements and an asphalt platform. Aerial footage was captured using a \u201cDJI Mini 3\u201d drone, and the data were processed with the DataFromSky software. Statistical analysis was conducted using a t-test, which revealed statistically significant differences in vehicle speeds at the analyzed locations, with slightly lower speeds recorded at the site featuring rubber elements. The advantages of drones over fixed cameras lie in their flexibility, unobtrusiveness, and ability to capture real driving behavior, although there are temporal limitations on recording and challenges related to adverse weather conditions (rain and wind). The results indicate a high applicability of drones in the quantitative analysis of traffic flows, as well as the importance of appropriate method selection depending on the analytical objectives. The obtained data contribute to more accurate calibration of traffic models in software such as VISUM, AIMSUN, and PTV Vistro, thereby enhancing the quality of strategic planning decisions in urban traffic management.<\/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-5c5f19e elementor-widget elementor-widget-heading\" data-id=\"5c5f19e\" data-element_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\">Keywords: traffic planning, drones, DataFromSky, traffic-calming measures, statistical analysis.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6dd494a wpr-logo-position-center elementor-widget elementor-widget-wpr-logo\" data-id=\"6dd494a\" data-element_type=\"widget\" data-widget_type=\"wpr-logo.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\n\t\t\t<div class=\"wpr-logo elementor-clearfix\">\n\n\t\t\t\t\t\t\t\t<picture class=\"wpr-logo-image\">\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/tttp-au.com\/wp-content\/uploads\/2024\/03\/cc-by-1.png\" alt=\"\">\n\n\t\t\t\t\t\t\t\t\t\t\t<a class=\"wpr-logo-url\" rel=\"home\" aria-label=\"\" href=\"https:\/\/tttp-au.com\/\"><\/a>\n\t\t\t\t\t\t\t\t\t<\/picture>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<a class=\"wpr-logo-url\" rel=\"home\" aria-label=\"\" href=\"https:\/\/tttp-au.com\/\"><\/a>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\t\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-cb049d1 elementor-widget elementor-widget-shortcode\" data-id=\"cb049d1\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\"><div class=\"post-views content-post post-4837 entry-meta load-static\">\r\n\t\t\t\t<span class=\"post-views-icon dashicons dashicons-chart-bar\"><\/span> <span class=\"post-views-label\">Post Views:<\/span> <span class=\"post-views-count\">123<\/span>\r\n\t\t\t<\/div><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-511d0df elementor-section-height-min-height elementor-section-full_width elementor-hidden-mobile elementor-hidden-desktop elementor-hidden-laptop elementor-section-height-default elementor-section-items-middle wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no\" data-id=\"511d0df\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-0acee9c\" data-id=\"0acee9c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c0e98b3 elementor-widget__width-inherit ha-has-bg-overlay elementor-widget elementor-widget-heading\" data-id=\"c0e98b3\" data-element_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\">Vol. 10 No. 2 (2025): TTTP - APEIRON<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e6b43c5 elementor-widget elementor-widget-heading\" data-id=\"e6b43c5\" data-element_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\"><b>Vladimir Ili\u0107, Valentina Mirovi\u0107, Vuk Bogdanovi\u0107, Bo\u0161ko Matovi\u0107, David Gruhonji\u0107\n <\/b><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-68f1849 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"68f1849\" data-element_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<\/span>\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-186a6b2 elementor-widget elementor-widget-heading\" data-id=\"186a6b2\" data-element_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\">Contemporary Procedures for Traffic Data Collection With a Special Emphasis on the use of Drones<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7b2f501 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"7b2f501\" data-element_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<\/span>\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-5027126 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"5027126\" data-element_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\">Original scientific paper<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4a5312c elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"4a5312c\" data-element_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\">DOI: 10.7251\/JTTTP2502072I<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8d7a912 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"8d7a912\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/tttp-au.com\/wp-content\/uploads\/2025\/12\/Pages-from-TTTP-Vol-10_No-2_2025-WEB-2.pdf\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Download Article PDF<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\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-580ffd3 elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"580ffd3\" data-element_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\">Abstract<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-211717e elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"211717e\" data-element_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>Traffic planning represents a key component of urban and regional development, requiring a comprehensive analysis of socio-demographic, spatial, and economic factors. The research is focused on the application of contemporary methods of traffic data collection, with particular emphasis on the use of drones in detecting the effects of specific traffic-calming measures. Specifically, two locations in Podgorica were analyzed, each featuring different types of speed-reduction devices: rubber elements and an asphalt platform. Aerial footage was captured using a \u201cDJI Mini 3\u201d drone, and the data were processed with the DataFromSky software. Statistical analysis was conducted using a t-test, which revealed statistically significant differences in vehicle speeds at the analyzed locations, with slightly lower speeds recorded at the site featuring rubber elements. The advantages of drones over fixed cameras lie in their flexibility, unobtrusiveness, and ability to capture real driving behavior, although there are temporal limitations on recording and challenges related to adverse weather conditions (rain and wind). The results indicate a high applicability of drones in the quantitative analysis of traffic flows, as well as the importance of appropriate method selection depending on the analytical objectives. The obtained data contribute to more accurate calibration of traffic models in software such as VISUM, AIMSUN, and PTV Vistro, thereby enhancing the quality of strategic planning decisions in urban traffic management.<\/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-62b72c3 elementor-widget elementor-widget-heading\" data-id=\"62b72c3\" data-element_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\">Keywords: traffic planning, drones, DataFromSky, traffic-calming measures, statistical analysis.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f4dcd16 wpr-logo-position-center elementor-widget elementor-widget-wpr-logo\" data-id=\"f4dcd16\" data-element_type=\"widget\" data-widget_type=\"wpr-logo.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\n\t\t\t<div class=\"wpr-logo elementor-clearfix\">\n\n\t\t\t\t\t\t\t\t<picture class=\"wpr-logo-image\">\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/tttp-au.com\/wp-content\/uploads\/2024\/03\/cc-by-1.png\" alt=\"\">\n\n\t\t\t\t\t\t\t\t\t\t\t<a class=\"wpr-logo-url\" rel=\"home\" aria-label=\"\" href=\"https:\/\/tttp-au.com\/\"><\/a>\n\t\t\t\t\t\t\t\t\t<\/picture>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<a class=\"wpr-logo-url\" rel=\"home\" aria-label=\"\" href=\"https:\/\/tttp-au.com\/\"><\/a>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\t\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-0f73093 elementor-widget elementor-widget-shortcode\" data-id=\"0f73093\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\"><div class=\"post-views content-post post-4837 entry-meta load-static\">\r\n\t\t\t\t<span class=\"post-views-icon dashicons dashicons-chart-bar\"><\/span> <span class=\"post-views-label\">Post Views:<\/span> <span class=\"post-views-count\">123<\/span>\r\n\t\t\t<\/div><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-2d980b8 elementor-section-height-min-height elementor-section-full_width elementor-hidden-tablet elementor-hidden-desktop elementor-hidden-laptop elementor-section-height-default elementor-section-items-middle wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no\" data-id=\"2d980b8\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-d772afa\" data-id=\"d772afa\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5597455 elementor-widget__width-inherit elementor-widget-mobile__width-inherit ha-has-bg-overlay elementor-widget elementor-widget-heading\" data-id=\"5597455\" data-element_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\">Vol. 10 No. 2 (2025): TTTP - APEIRON<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f3e70ee elementor-widget elementor-widget-heading\" data-id=\"f3e70ee\" data-element_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\"><b>Vladimir Ili\u0107, Valentina Mirovi\u0107, Vuk Bogdanovi\u0107, Bo\u0161ko Matovi\u0107, David Gruhonji\u0107\n <\/b><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b0a72e2 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"b0a72e2\" data-element_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<\/span>\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-87a3678 elementor-widget elementor-widget-heading\" data-id=\"87a3678\" data-element_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\">Contemporary Procedures for Traffic Data Collection With a Special Emphasis on the use of Drones<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-96936f4 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"96936f4\" data-element_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<\/span>\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-f04febc elementor-widget__width-initial elementor-widget-mobile__width-inherit elementor-widget elementor-widget-heading\" data-id=\"f04febc\" data-element_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\">Original scientific paper<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-389228b elementor-widget__width-initial elementor-widget-mobile__width-inherit elementor-widget elementor-widget-heading\" data-id=\"389228b\" data-element_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\">DOI: 10.7251\/JTTTP2502072I<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-73b8917 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"73b8917\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/tttp-au.com\/wp-content\/uploads\/2025\/12\/Pages-from-TTTP-Vol-10_No-2_2025-WEB-2.pdf\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Download Article PDF<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\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-80faf79 elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"80faf79\" data-element_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\">Abstract<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8cefffd elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"8cefffd\" data-element_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>Traffic planning represents a key component of urban and regional development, requiring a comprehensive analysis of socio-demographic, spatial, and economic factors. The research is focused on the application of contemporary methods of traffic data collection, with particular emphasis on the use of drones in detecting the effects of specific traffic-calming measures. Specifically, two locations in Podgorica were analyzed, each featuring different types of speed-reduction devices: rubber elements and an asphalt platform. Aerial footage was captured using a \u201cDJI Mini 3\u201d drone, and the data were processed with the DataFromSky software. Statistical analysis was conducted using a t-test, which revealed statistically significant differences in vehicle speeds at the analyzed locations, with slightly lower speeds recorded at the site featuring rubber elements. The advantages of drones over fixed cameras lie in their flexibility, unobtrusiveness, and ability to capture real driving behavior, although there are temporal limitations on recording and challenges related to adverse weather conditions (rain and wind). The results indicate a high applicability of drones in the quantitative analysis of traffic flows, as well as the importance of appropriate method selection depending on the analytical objectives. The obtained data contribute to more accurate calibration of traffic models in software such as VISUM, AIMSUN, and PTV Vistro, thereby enhancing the quality of strategic planning decisions in urban traffic management.<\/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-0c5e44b elementor-widget elementor-widget-heading\" data-id=\"0c5e44b\" data-element_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\">Keywords: traffic planning, drones, DataFromSky, traffic-calming measures, statistical analysis.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dee52ab wpr-logo-position-center elementor-widget elementor-widget-wpr-logo\" data-id=\"dee52ab\" data-element_type=\"widget\" data-widget_type=\"wpr-logo.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\n\t\t\t<div class=\"wpr-logo elementor-clearfix\">\n\n\t\t\t\t\t\t\t\t<picture class=\"wpr-logo-image\">\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/tttp-au.com\/wp-content\/uploads\/2024\/03\/cc-by-1.png\" alt=\"\">\n\n\t\t\t\t\t\t\t\t\t\t\t<a class=\"wpr-logo-url\" rel=\"home\" aria-label=\"\" href=\"https:\/\/tttp-au.com\/\"><\/a>\n\t\t\t\t\t\t\t\t\t<\/picture>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<a class=\"wpr-logo-url\" rel=\"home\" aria-label=\"\" href=\"https:\/\/tttp-au.com\/\"><\/a>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\t\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-5cb9871 elementor-widget elementor-widget-shortcode\" data-id=\"5cb9871\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\"><div class=\"post-views content-post post-4837 entry-meta load-static\">\r\n\t\t\t\t<span class=\"post-views-icon dashicons dashicons-chart-bar\"><\/span> <span class=\"post-views-label\">Post Views:<\/span> <span class=\"post-views-count\">123<\/span>\r\n\t\t\t<\/div><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Vol. 10 No. 2 (2025): TTTP &#8211; APEIRON Vladimir Ili\u0107, Valentina Mirovi\u0107, Vuk Bogdanovi\u0107, Bo\u0161ko Matovi\u0107, David Gruhonji\u0107 Contemporary Procedures for Traffic Data Collection With a Special Emphasis on the use of Drones Original scientific paper DOI: 10.7251\/JTTTP2502072I Download Article PDF Abstract Traffic planning represents a key component of urban and regional development, requiring a comprehensive analysis of socio-demographic, spatial, and economic factors. The research is focused on the application of contemporary methods of traffic data collection, with particular emphasis on the use of drones in detecting the effects of specific traffic-calming measures. Specifically, two locations in Podgorica were analyzed, each featuring different types of speed-reduction devices: rubber elements and an asphalt platform. Aerial footage was captured using a \u201cDJI Mini 3\u201d drone, and the data were processed with the DataFromSky software. Statistical analysis was conducted using a t-test, which revealed statistically significant differences in vehicle speeds at the analyzed locations, with slightly lower speeds recorded at the site featuring rubber elements. The advantages of drones over fixed cameras lie in their flexibility, unobtrusiveness, and ability to capture real driving behavior, although there are temporal limitations on recording and challenges related to adverse weather conditions (rain and wind). The results indicate a high applicability of drones in the quantitative analysis of traffic flows, as well as the importance of appropriate method selection depending on the analytical objectives. The obtained data contribute to more accurate calibration of traffic models in software such as VISUM, AIMSUN, and PTV Vistro, thereby enhancing the quality of strategic planning decisions in urban traffic management. Keywords: traffic planning, drones, DataFromSky, traffic-calming measures, statistical analysis. Vol. 10 No. 2 (2025): TTTP &#8211; APEIRON Vladimir Ili\u0107, Valentina Mirovi\u0107, Vuk Bogdanovi\u0107, Bo\u0161ko Matovi\u0107, David Gruhonji\u0107 Contemporary Procedures for Traffic Data Collection With a Special Emphasis on the use of Drones Original scientific paper DOI: 10.7251\/JTTTP2502072I Download Article PDF Abstract Traffic planning represents a key component of urban and regional development, requiring a comprehensive analysis of socio-demographic, spatial, and economic factors. The research is focused on the application of contemporary methods of traffic data collection, with particular emphasis on the use of drones in detecting the effects of specific traffic-calming measures. Specifically, two locations in Podgorica were analyzed, each featuring different types of speed-reduction devices: rubber elements and an asphalt platform. Aerial footage was captured using a \u201cDJI Mini 3\u201d drone, and the data were processed with the DataFromSky software. Statistical analysis was conducted using a t-test, which revealed statistically significant differences in vehicle speeds at the analyzed locations, with slightly lower speeds recorded at the site featuring rubber elements. The advantages of drones over fixed cameras lie in their flexibility, unobtrusiveness, and ability to capture real driving behavior, although there are temporal limitations on recording and challenges related to adverse weather conditions (rain and wind). The results indicate a high applicability of drones in the quantitative analysis of traffic flows, as well as the importance of appropriate method selection depending on the analytical objectives. The obtained data contribute to more accurate calibration of traffic models in software such as VISUM, AIMSUN, and PTV Vistro, thereby enhancing the quality of strategic planning decisions in urban traffic management. Keywords: traffic planning, drones, DataFromSky, traffic-calming measures, statistical analysis. Vol. 10 No. 2 (2025): TTTP &#8211; APEIRON Vladimir Ili\u0107, Valentina Mirovi\u0107, Vuk Bogdanovi\u0107, Bo\u0161ko Matovi\u0107, David Gruhonji\u0107 Contemporary Procedures for Traffic Data Collection With a Special Emphasis on the use of Drones Original scientific paper DOI: 10.7251\/JTTTP2502072I Download Article PDF Abstract Traffic planning represents a key component of urban and regional development, requiring a comprehensive analysis of socio-demographic, spatial, and economic factors. The research is focused on the application of contemporary methods of traffic data collection, with particular emphasis on the use of drones in detecting the effects of specific traffic-calming measures. Specifically, two locations in Podgorica were analyzed, each featuring different types of speed-reduction devices: rubber elements and an asphalt platform. Aerial footage was captured using a \u201cDJI Mini 3\u201d drone, and the data were processed with the DataFromSky software. Statistical analysis was conducted using a t-test, which revealed statistically significant differences in vehicle speeds at the analyzed locations, with slightly lower speeds recorded at the site featuring rubber elements. The advantages of drones over fixed cameras lie in their flexibility, unobtrusiveness, and ability to capture real driving behavior, although there are temporal limitations on recording and challenges related to adverse weather conditions (rain and wind). The results indicate a high applicability of drones in the quantitative analysis of traffic flows, as well as the importance of appropriate method selection depending on the analytical objectives. The obtained data contribute to more accurate calibration of traffic models in software such as VISUM, AIMSUN, and PTV Vistro, thereby enhancing the quality of strategic planning decisions in urban traffic management. Keywords: traffic planning, drones, DataFromSky, traffic-calming measures, statistical analysis.<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-4837","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Contemporary Procedures for Traffic Data Collection With a Special Emphasis on the use of Drones - TTTP Traffic and Transport Theory and Practice Journal<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/tttp-au.com\/index.php\/2025\/12\/23\/contemporary-procedures-for-traffic-data-collection-with-a-special-emphasis-on-the-use-of-drones\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Contemporary Procedures for Traffic Data Collection With a Special Emphasis on the use of Drones - TTTP Traffic and Transport Theory and Practice Journal\" \/>\n<meta property=\"og:description\" content=\"Vol. 10 No. 2 (2025): TTTP &#8211; APEIRON Vladimir Ili\u0107, Valentina Mirovi\u0107, Vuk Bogdanovi\u0107, Bo\u0161ko Matovi\u0107, David Gruhonji\u0107 Contemporary Procedures for Traffic Data Collection With a Special Emphasis on the use of Drones Original scientific paper DOI: 10.7251\/JTTTP2502072I Download Article PDF Abstract Traffic planning represents a key component of urban and regional development, requiring a comprehensive analysis of socio-demographic, spatial, and economic factors. The research is focused on the application of contemporary methods of traffic data collection, with particular emphasis on the use of drones in detecting the effects of specific traffic-calming measures. Specifically, two locations in Podgorica were analyzed, each featuring different types of speed-reduction devices: rubber elements and an asphalt platform. Aerial footage was captured using a \u201cDJI Mini 3\u201d drone, and the data were processed with the DataFromSky software. Statistical analysis was conducted using a t-test, which revealed statistically significant differences in vehicle speeds at the analyzed locations, with slightly lower speeds recorded at the site featuring rubber elements. The advantages of drones over fixed cameras lie in their flexibility, unobtrusiveness, and ability to capture real driving behavior, although there are temporal limitations on recording and challenges related to adverse weather conditions (rain and wind). The results indicate a high applicability of drones in the quantitative analysis of traffic flows, as well as the importance of appropriate method selection depending on the analytical objectives. The obtained data contribute to more accurate calibration of traffic models in software such as VISUM, AIMSUN, and PTV Vistro, thereby enhancing the quality of strategic planning decisions in urban traffic management. Keywords: traffic planning, drones, DataFromSky, traffic-calming measures, statistical analysis. Vol. 10 No. 2 (2025): TTTP &#8211; APEIRON Vladimir Ili\u0107, Valentina Mirovi\u0107, Vuk Bogdanovi\u0107, Bo\u0161ko Matovi\u0107, David Gruhonji\u0107 Contemporary Procedures for Traffic Data Collection With a Special Emphasis on the use of Drones Original scientific paper DOI: 10.7251\/JTTTP2502072I Download Article PDF Abstract Traffic planning represents a key component of urban and regional development, requiring a comprehensive analysis of socio-demographic, spatial, and economic factors. The research is focused on the application of contemporary methods of traffic data collection, with particular emphasis on the use of drones in detecting the effects of specific traffic-calming measures. Specifically, two locations in Podgorica were analyzed, each featuring different types of speed-reduction devices: rubber elements and an asphalt platform. Aerial footage was captured using a \u201cDJI Mini 3\u201d drone, and the data were processed with the DataFromSky software. Statistical analysis was conducted using a t-test, which revealed statistically significant differences in vehicle speeds at the analyzed locations, with slightly lower speeds recorded at the site featuring rubber elements. The advantages of drones over fixed cameras lie in their flexibility, unobtrusiveness, and ability to capture real driving behavior, although there are temporal limitations on recording and challenges related to adverse weather conditions (rain and wind). The results indicate a high applicability of drones in the quantitative analysis of traffic flows, as well as the importance of appropriate method selection depending on the analytical objectives. The obtained data contribute to more accurate calibration of traffic models in software such as VISUM, AIMSUN, and PTV Vistro, thereby enhancing the quality of strategic planning decisions in urban traffic management. Keywords: traffic planning, drones, DataFromSky, traffic-calming measures, statistical analysis. Vol. 10 No. 2 (2025): TTTP &#8211; APEIRON Vladimir Ili\u0107, Valentina Mirovi\u0107, Vuk Bogdanovi\u0107, Bo\u0161ko Matovi\u0107, David Gruhonji\u0107 Contemporary Procedures for Traffic Data Collection With a Special Emphasis on the use of Drones Original scientific paper DOI: 10.7251\/JTTTP2502072I Download Article PDF Abstract Traffic planning represents a key component of urban and regional development, requiring a comprehensive analysis of socio-demographic, spatial, and economic factors. The research is focused on the application of contemporary methods of traffic data collection, with particular emphasis on the use of drones in detecting the effects of specific traffic-calming measures. Specifically, two locations in Podgorica were analyzed, each featuring different types of speed-reduction devices: rubber elements and an asphalt platform. Aerial footage was captured using a \u201cDJI Mini 3\u201d drone, and the data were processed with the DataFromSky software. Statistical analysis was conducted using a t-test, which revealed statistically significant differences in vehicle speeds at the analyzed locations, with slightly lower speeds recorded at the site featuring rubber elements. The advantages of drones over fixed cameras lie in their flexibility, unobtrusiveness, and ability to capture real driving behavior, although there are temporal limitations on recording and challenges related to adverse weather conditions (rain and wind). The results indicate a high applicability of drones in the quantitative analysis of traffic flows, as well as the importance of appropriate method selection depending on the analytical objectives. The obtained data contribute to more accurate calibration of traffic models in software such as VISUM, AIMSUN, and PTV Vistro, thereby enhancing the quality of strategic planning decisions in urban traffic management. Keywords: traffic planning, drones, DataFromSky, traffic-calming measures, statistical analysis.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/tttp-au.com\/index.php\/2025\/12\/23\/contemporary-procedures-for-traffic-data-collection-with-a-special-emphasis-on-the-use-of-drones\/\" \/>\n<meta property=\"og:site_name\" content=\"TTTP Traffic and Transport Theory and Practice Journal\" \/>\n<meta property=\"article:published_time\" content=\"2025-12-23T11:23:51+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-12-23T14:29:23+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/tttp-au.com\/wp-content\/uploads\/2024\/03\/cc-by-1.png\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/tttp-au.com\/index.php\/2025\/12\/23\/contemporary-procedures-for-traffic-data-collection-with-a-special-emphasis-on-the-use-of-drones\/\",\"url\":\"https:\/\/tttp-au.com\/index.php\/2025\/12\/23\/contemporary-procedures-for-traffic-data-collection-with-a-special-emphasis-on-the-use-of-drones\/\",\"name\":\"Contemporary Procedures for Traffic Data Collection With a Special Emphasis on the use of Drones - TTTP Traffic and Transport Theory and Practice Journal\",\"isPartOf\":{\"@id\":\"https:\/\/tttp-au.com\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/tttp-au.com\/index.php\/2025\/12\/23\/contemporary-procedures-for-traffic-data-collection-with-a-special-emphasis-on-the-use-of-drones\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/tttp-au.com\/index.php\/2025\/12\/23\/contemporary-procedures-for-traffic-data-collection-with-a-special-emphasis-on-the-use-of-drones\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/tttp-au.com\/wp-content\/uploads\/2024\/03\/cc-by-1.png\",\"datePublished\":\"2025-12-23T11:23:51+00:00\",\"dateModified\":\"2025-12-23T14:29:23+00:00\",\"author\":{\"@id\":\"https:\/\/tttp-au.com\/#\/schema\/person\/c930194f3a6209b815064c0f1d7cd68b\"},\"breadcrumb\":{\"@id\":\"https:\/\/tttp-au.com\/index.php\/2025\/12\/23\/contemporary-procedures-for-traffic-data-collection-with-a-special-emphasis-on-the-use-of-drones\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/tttp-au.com\/index.php\/2025\/12\/23\/contemporary-procedures-for-traffic-data-collection-with-a-special-emphasis-on-the-use-of-drones\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/tttp-au.com\/index.php\/2025\/12\/23\/contemporary-procedures-for-traffic-data-collection-with-a-special-emphasis-on-the-use-of-drones\/#primaryimage\",\"url\":\"https:\/\/tttp-au.com\/wp-content\/uploads\/2024\/03\/cc-by-1.png\",\"contentUrl\":\"https:\/\/tttp-au.com\/wp-content\/uploads\/2024\/03\/cc-by-1.png\",\"width\":403,\"height\":141},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/tttp-au.com\/index.php\/2025\/12\/23\/contemporary-procedures-for-traffic-data-collection-with-a-special-emphasis-on-the-use-of-drones\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/tttp-au.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Contemporary Procedures for Traffic Data Collection With a Special Emphasis on the use of Drones\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/tttp-au.com\/#website\",\"url\":\"https:\/\/tttp-au.com\/\",\"name\":\"TTTP Traffic and Transport Theory and Practice Journal\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/tttp-au.com\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/tttp-au.com\/#\/schema\/person\/c930194f3a6209b815064c0f1d7cd68b\",\"name\":\"admin\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/tttp-au.com\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/fb1767673e75e9127846ff73b2b9e96214fba2d4675dc6799cec11e9b4380ca2?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/fb1767673e75e9127846ff73b2b9e96214fba2d4675dc6799cec11e9b4380ca2?s=96&d=mm&r=g\",\"caption\":\"admin\"},\"sameAs\":[\"https:\/\/tttp-au.com\"],\"url\":\"https:\/\/tttp-au.com\/index.php\/author\/jita-au-com\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Contemporary Procedures for Traffic Data Collection With a Special Emphasis on the use of Drones - TTTP Traffic and Transport Theory and Practice Journal","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/tttp-au.com\/index.php\/2025\/12\/23\/contemporary-procedures-for-traffic-data-collection-with-a-special-emphasis-on-the-use-of-drones\/","og_locale":"en_US","og_type":"article","og_title":"Contemporary Procedures for Traffic Data Collection With a Special Emphasis on the use of Drones - TTTP Traffic and Transport Theory and Practice Journal","og_description":"Vol. 10 No. 2 (2025): TTTP &#8211; APEIRON Vladimir Ili\u0107, Valentina Mirovi\u0107, Vuk Bogdanovi\u0107, Bo\u0161ko Matovi\u0107, David Gruhonji\u0107 Contemporary Procedures for Traffic Data Collection With a Special Emphasis on the use of Drones Original scientific paper DOI: 10.7251\/JTTTP2502072I Download Article PDF Abstract Traffic planning represents a key component of urban and regional development, requiring a comprehensive analysis of socio-demographic, spatial, and economic factors. The research is focused on the application of contemporary methods of traffic data collection, with particular emphasis on the use of drones in detecting the effects of specific traffic-calming measures. Specifically, two locations in Podgorica were analyzed, each featuring different types of speed-reduction devices: rubber elements and an asphalt platform. Aerial footage was captured using a \u201cDJI Mini 3\u201d drone, and the data were processed with the DataFromSky software. Statistical analysis was conducted using a t-test, which revealed statistically significant differences in vehicle speeds at the analyzed locations, with slightly lower speeds recorded at the site featuring rubber elements. The advantages of drones over fixed cameras lie in their flexibility, unobtrusiveness, and ability to capture real driving behavior, although there are temporal limitations on recording and challenges related to adverse weather conditions (rain and wind). The results indicate a high applicability of drones in the quantitative analysis of traffic flows, as well as the importance of appropriate method selection depending on the analytical objectives. The obtained data contribute to more accurate calibration of traffic models in software such as VISUM, AIMSUN, and PTV Vistro, thereby enhancing the quality of strategic planning decisions in urban traffic management. Keywords: traffic planning, drones, DataFromSky, traffic-calming measures, statistical analysis. Vol. 10 No. 2 (2025): TTTP &#8211; APEIRON Vladimir Ili\u0107, Valentina Mirovi\u0107, Vuk Bogdanovi\u0107, Bo\u0161ko Matovi\u0107, David Gruhonji\u0107 Contemporary Procedures for Traffic Data Collection With a Special Emphasis on the use of Drones Original scientific paper DOI: 10.7251\/JTTTP2502072I Download Article PDF Abstract Traffic planning represents a key component of urban and regional development, requiring a comprehensive analysis of socio-demographic, spatial, and economic factors. The research is focused on the application of contemporary methods of traffic data collection, with particular emphasis on the use of drones in detecting the effects of specific traffic-calming measures. Specifically, two locations in Podgorica were analyzed, each featuring different types of speed-reduction devices: rubber elements and an asphalt platform. Aerial footage was captured using a \u201cDJI Mini 3\u201d drone, and the data were processed with the DataFromSky software. Statistical analysis was conducted using a t-test, which revealed statistically significant differences in vehicle speeds at the analyzed locations, with slightly lower speeds recorded at the site featuring rubber elements. The advantages of drones over fixed cameras lie in their flexibility, unobtrusiveness, and ability to capture real driving behavior, although there are temporal limitations on recording and challenges related to adverse weather conditions (rain and wind). The results indicate a high applicability of drones in the quantitative analysis of traffic flows, as well as the importance of appropriate method selection depending on the analytical objectives. The obtained data contribute to more accurate calibration of traffic models in software such as VISUM, AIMSUN, and PTV Vistro, thereby enhancing the quality of strategic planning decisions in urban traffic management. Keywords: traffic planning, drones, DataFromSky, traffic-calming measures, statistical analysis. Vol. 10 No. 2 (2025): TTTP &#8211; APEIRON Vladimir Ili\u0107, Valentina Mirovi\u0107, Vuk Bogdanovi\u0107, Bo\u0161ko Matovi\u0107, David Gruhonji\u0107 Contemporary Procedures for Traffic Data Collection With a Special Emphasis on the use of Drones Original scientific paper DOI: 10.7251\/JTTTP2502072I Download Article PDF Abstract Traffic planning represents a key component of urban and regional development, requiring a comprehensive analysis of socio-demographic, spatial, and economic factors. The research is focused on the application of contemporary methods of traffic data collection, with particular emphasis on the use of drones in detecting the effects of specific traffic-calming measures. Specifically, two locations in Podgorica were analyzed, each featuring different types of speed-reduction devices: rubber elements and an asphalt platform. Aerial footage was captured using a \u201cDJI Mini 3\u201d drone, and the data were processed with the DataFromSky software. Statistical analysis was conducted using a t-test, which revealed statistically significant differences in vehicle speeds at the analyzed locations, with slightly lower speeds recorded at the site featuring rubber elements. The advantages of drones over fixed cameras lie in their flexibility, unobtrusiveness, and ability to capture real driving behavior, although there are temporal limitations on recording and challenges related to adverse weather conditions (rain and wind). The results indicate a high applicability of drones in the quantitative analysis of traffic flows, as well as the importance of appropriate method selection depending on the analytical objectives. The obtained data contribute to more accurate calibration of traffic models in software such as VISUM, AIMSUN, and PTV Vistro, thereby enhancing the quality of strategic planning decisions in urban traffic management. Keywords: traffic planning, drones, DataFromSky, traffic-calming measures, statistical analysis.","og_url":"https:\/\/tttp-au.com\/index.php\/2025\/12\/23\/contemporary-procedures-for-traffic-data-collection-with-a-special-emphasis-on-the-use-of-drones\/","og_site_name":"TTTP Traffic and Transport Theory and Practice Journal","article_published_time":"2025-12-23T11:23:51+00:00","article_modified_time":"2025-12-23T14:29:23+00:00","og_image":[{"url":"https:\/\/tttp-au.com\/wp-content\/uploads\/2024\/03\/cc-by-1.png","type":"","width":"","height":""}],"author":"admin","twitter_card":"summary_large_image","twitter_misc":{"Written by":"admin","Est. reading time":"5 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/tttp-au.com\/index.php\/2025\/12\/23\/contemporary-procedures-for-traffic-data-collection-with-a-special-emphasis-on-the-use-of-drones\/","url":"https:\/\/tttp-au.com\/index.php\/2025\/12\/23\/contemporary-procedures-for-traffic-data-collection-with-a-special-emphasis-on-the-use-of-drones\/","name":"Contemporary Procedures for Traffic Data Collection With a Special Emphasis on the use of Drones - TTTP Traffic and Transport Theory and Practice Journal","isPartOf":{"@id":"https:\/\/tttp-au.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/tttp-au.com\/index.php\/2025\/12\/23\/contemporary-procedures-for-traffic-data-collection-with-a-special-emphasis-on-the-use-of-drones\/#primaryimage"},"image":{"@id":"https:\/\/tttp-au.com\/index.php\/2025\/12\/23\/contemporary-procedures-for-traffic-data-collection-with-a-special-emphasis-on-the-use-of-drones\/#primaryimage"},"thumbnailUrl":"https:\/\/tttp-au.com\/wp-content\/uploads\/2024\/03\/cc-by-1.png","datePublished":"2025-12-23T11:23:51+00:00","dateModified":"2025-12-23T14:29:23+00:00","author":{"@id":"https:\/\/tttp-au.com\/#\/schema\/person\/c930194f3a6209b815064c0f1d7cd68b"},"breadcrumb":{"@id":"https:\/\/tttp-au.com\/index.php\/2025\/12\/23\/contemporary-procedures-for-traffic-data-collection-with-a-special-emphasis-on-the-use-of-drones\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/tttp-au.com\/index.php\/2025\/12\/23\/contemporary-procedures-for-traffic-data-collection-with-a-special-emphasis-on-the-use-of-drones\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/tttp-au.com\/index.php\/2025\/12\/23\/contemporary-procedures-for-traffic-data-collection-with-a-special-emphasis-on-the-use-of-drones\/#primaryimage","url":"https:\/\/tttp-au.com\/wp-content\/uploads\/2024\/03\/cc-by-1.png","contentUrl":"https:\/\/tttp-au.com\/wp-content\/uploads\/2024\/03\/cc-by-1.png","width":403,"height":141},{"@type":"BreadcrumbList","@id":"https:\/\/tttp-au.com\/index.php\/2025\/12\/23\/contemporary-procedures-for-traffic-data-collection-with-a-special-emphasis-on-the-use-of-drones\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/tttp-au.com\/"},{"@type":"ListItem","position":2,"name":"Contemporary Procedures for Traffic Data Collection With a Special Emphasis on the use of Drones"}]},{"@type":"WebSite","@id":"https:\/\/tttp-au.com\/#website","url":"https:\/\/tttp-au.com\/","name":"TTTP Traffic and Transport Theory and Practice Journal","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/tttp-au.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/tttp-au.com\/#\/schema\/person\/c930194f3a6209b815064c0f1d7cd68b","name":"admin","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/tttp-au.com\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/fb1767673e75e9127846ff73b2b9e96214fba2d4675dc6799cec11e9b4380ca2?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/fb1767673e75e9127846ff73b2b9e96214fba2d4675dc6799cec11e9b4380ca2?s=96&d=mm&r=g","caption":"admin"},"sameAs":["https:\/\/tttp-au.com"],"url":"https:\/\/tttp-au.com\/index.php\/author\/jita-au-com\/"}]}},"_links":{"self":[{"href":"https:\/\/tttp-au.com\/index.php\/wp-json\/wp\/v2\/posts\/4837","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/tttp-au.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/tttp-au.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/tttp-au.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/tttp-au.com\/index.php\/wp-json\/wp\/v2\/comments?post=4837"}],"version-history":[{"count":10,"href":"https:\/\/tttp-au.com\/index.php\/wp-json\/wp\/v2\/posts\/4837\/revisions"}],"predecessor-version":[{"id":4909,"href":"https:\/\/tttp-au.com\/index.php\/wp-json\/wp\/v2\/posts\/4837\/revisions\/4909"}],"wp:attachment":[{"href":"https:\/\/tttp-au.com\/index.php\/wp-json\/wp\/v2\/media?parent=4837"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/tttp-au.com\/index.php\/wp-json\/wp\/v2\/categories?post=4837"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/tttp-au.com\/index.php\/wp-json\/wp\/v2\/tags?post=4837"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}