{"id":1537,"date":"2021-09-02T10:03:49","date_gmt":"2021-09-02T09:03:49","guid":{"rendered":"https:\/\/wissensbasiert.de\/?post_type=avada_portfolio&#038;p=1537"},"modified":"2022-01-26T13:17:46","modified_gmt":"2022-01-26T12:17:46","slug":"prognosestrukturdaten-augsburg","status":"publish","type":"avada_portfolio","link":"https:\/\/wissensbasiert.de\/en\/projekt\/forecast-structural-data-augsuburg\/","title":{"rendered":"Forecast structural data Augsburg"},"content":{"rendered":"<div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_3_5 3_5 fusion-three-fifth fusion-column-first\" style=\"--awb-bg-size:cover;width:60%;width:calc(60% - ( ( 4% ) * 0.6 ) );margin-right: 4%;\"><div class=\"fusion-column-wrapper fusion-flex-column-wrapper-legacy\"><div class=\"fusion-title title fusion-title-1 fusion-sep-none fusion-title-text fusion-title-size-five\" style=\"--awb-margin-top-small:0px;--awb-margin-right-small:0px;--awb-margin-bottom-small:20px;--awb-margin-left-small:0px;\"><h5 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:25;line-height:1.5;\">Structural data collection for the forecast traffic model of the city of Augsburg<\/h5><\/div><div class=\"fusion-title title fusion-title-2 fusion-sep-none fusion-title-text fusion-title-size-three\" style=\"--awb-margin-bottom:15px;--awb-margin-top-small:0px;--awb-margin-right-small:0px;--awb-margin-bottom-small:20px;--awb-margin-left-small:0px;--awb-sep-color:#000000;\"><h3 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:18;--minFontSize:18;line-height:1.5;\">Project description<\/h3><\/div><div class=\"fusion-text fusion-text-1\"><p>The city of Augsburg has a multimodal transport model (VMA), which can be used to process scenario calculations, project planning and individual enquiries about noise protection planning, among other things. The VMA is based on structural data as of 2018.<\/p>\n<p>The city of Augsburg is now planning to use a forecast traffic model. In a first step, this requires structural data as input variables. The prepared data for the forecast should represent the year 2038 as the target horizon. Together with VMZ, I create the forecast structural data for the civil engineering office of the city of Augsburg. We create a well-founded and high-quality database in five thematic fields. The subject areas are broad, complex in terms of content and require a large knowledge base in order to be able to describe them adequately. They range from inhabitants and employees to social and leisure infrastructures. For the structural database, we use official data, statistics from public agencies and other sources. An important part of the data acquisition is the enquiry with numerous municipalities, districts and actors within the project area.<\/p>\n<p>Within the framework of the project, I work on several of the above-mentioned topics and am mainly responsible for data development and updating in individual work files.<\/p>\n<h6>(Note: The project descriptions modified by me and presented here have been created jointly by the respective project participants).<\/h6>\n<\/div><div class=\"fusion-title title fusion-title-3 fusion-sep-none fusion-title-text fusion-title-size-three\" style=\"--awb-margin-bottom:15px;--awb-margin-top-small:0px;--awb-margin-right-small:0px;--awb-margin-bottom-small:20px;--awb-margin-left-small:0px;--awb-sep-color:#000000;\"><h3 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:18;--minFontSize:18;line-height:1.5;\">Further information<\/h3><\/div><div class=\"fusion-text fusion-text-2\"><p><div class=\"fusion-fa-align-left\"><i class=\"fb-icon-element-1 fb-icon-element fontawesome-icon fa fa-home circle-no\" style=\"--awb-iconcolor:#03a9f4;--awb-iconcolor-hover:#03a9f4;--awb-font-size:15px;--awb-margin-right:7.5px;\"><\/i><\/div> <a href=\"https:\/\/www.augsburg.de\/buergerservice-rathaus\/verkehr\" target=\"_blank\" rel=\"noopener noreferrer\">Traffic in Augsburg<\/a><\/p>\n<p><div class=\"fusion-fa-align-left\"><i class=\"fb-icon-element-2 fb-icon-element fontawesome-icon fa fa-download circle-no\" style=\"--awb-iconcolor:#03a9f4;--awb-iconcolor-hover:#03a9f4;--awb-font-size:15px;--awb-margin-right:7.5px;\"><\/i><\/div> internal expertise\/preliminary work<\/p>\n<\/div><div class=\"fusion-modal modal fade modal-1 Kontakt\" tabindex=\"-1\" role=\"dialog\" aria-labelledby=\"modal-heading-1\" aria-hidden=\"true\" style=\"--awb-border-color:#03a9f4;--awb-background:#ffffff;\"><div class=\"modal-dialog modal-sm\" role=\"document\"><div class=\"modal-content fusion-modal-content\"><div class=\"modal-header\"><button class=\"close\" type=\"button\" data-dismiss=\"modal\" aria-hidden=\"true\" aria-label=\"Schlie\u00dfen\">\u00d7<\/button><h3 class=\"modal-title\" id=\"modal-heading-1\" data-dismiss=\"modal\" aria-hidden=\"true\">Dr Paul Hebes<\/h3><\/div><div class=\"modal-body fusion-clearfix\">\n<p style=\"text-align: center;\"><div class=\"fusion-fa-align-center\"><i class=\"fb-icon-element-3 fb-icon-element fontawesome-icon fa fa-phone circle-no\" style=\"--awb-iconcolor:#03a9f4;--awb-iconcolor-hover:#03a9f4;--awb-font-size:20px;\"><\/i><\/div>\n<p style=\"text-align: center;\">+49 (0)30 91902603<\/p>\n<p style=\"text-align: center;\"><div class=\"fusion-fa-align-center\"><i class=\"fb-icon-element-4 fb-icon-element fontawesome-icon fa fa-mobile circle-no\" style=\"--awb-iconcolor:#03a9f4;--awb-iconcolor-hover:#03a9f4;--awb-font-size:20px;\"><\/i><\/div>\n<p style=\"text-align: center;\">+49 (0)1522 9742947<\/p>\n<p style=\"text-align: center;\"><div class=\"fusion-fa-align-center\"><i class=\"fb-icon-element-5 fb-icon-element fontawesome-icon fa fa-envelope-o circle-no\" style=\"--awb-iconcolor:#03a9f4;--awb-iconcolor-hover:#03a9f4;--awb-circlecolor:#727272;--awb-font-size:20px;\"><\/i><\/div>\n<p style=\"text-align: center;\"><a href=\"mailto: paul.hebes@wissensbasiert.de\">paul.hebes@knowledge-based.info<\/a><\/p>\n<\/div><\/div><\/div><\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-1 fusion_builder_column_2_5 2_5 fusion-two-fifth fusion-column-last\" style=\"--awb-bg-size:cover;--awb-margin-bottom:5px;width:40%;width:calc(40% - ( ( 4% ) * 0.4 ) );\"><div class=\"fusion-column-wrapper fusion-flex-column-wrapper-legacy\"><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-separator fusion-has-icon\" style=\"margin-left: auto;margin-right: auto;margin-top:5px;margin-bottom:30px;width:100%;max-width:40%;\"><div class=\"fusion-separator-border sep-shadow\" style=\"--awb-height:20px;--awb-amount:20px;--awb-sep-color:#000000;background:radial-gradient(ellipse at 50% -50% , #000000 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);background:-webkit-radial-gradient(ellipse at 50% -50% , #000000 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);background:-moz-radial-gradient(ellipse at 50% -50% , #000000 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);background:-o-radial-gradient(ellipse at 50% -50% , #000000 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);\"><\/div><span class=\"icon-wrapper\" style=\"border-color:#000000;background-color:#ffffff;font-size:30px;width: 1.75em; height: 1.75em;border-width:1px;padding:1px;\"><i class=\"fa-calendar-alt far\" style=\"font-size: inherit;color:#000000;\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-separator-border sep-shadow\" style=\"--awb-height:20px;--awb-amount:20px;--awb-sep-color:#000000;background:radial-gradient(ellipse at 50% -50% , #000000 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);background:-webkit-radial-gradient(ellipse at 50% -50% , #000000 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);background:-moz-radial-gradient(ellipse at 50% -50% , #000000 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);background:-o-radial-gradient(ellipse at 50% -50% , #000000 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);\"><\/div><\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-text fusion-text-3\"><p style=\"text-align: center;\"><strong>Period<\/strong><\/p>\n<p style=\"text-align: center;\">March 2021 &#8211; October 2021<\/p>\n<\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-separator\" style=\"margin-left: auto;margin-right: auto;margin-top:5px;margin-bottom:30px;width:100%;max-width:70%;\"><\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-separator fusion-has-icon\" style=\"margin-left: auto;margin-right: auto;margin-top:5px;margin-bottom:30px;width:100%;max-width:40%;\"><div class=\"fusion-separator-border sep-shadow\" style=\"--awb-height:20px;--awb-amount:20px;--awb-sep-color:#000000;background:radial-gradient(ellipse at 50% -50% , #000000 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);background:-webkit-radial-gradient(ellipse at 50% -50% , #000000 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);background:-moz-radial-gradient(ellipse at 50% -50% , #000000 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);background:-o-radial-gradient(ellipse at 50% -50% , #000000 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);\"><\/div><span class=\"icon-wrapper\" style=\"border-color:#000000;background-color:#ffffff;font-size:30px;width: 1.75em; height: 1.75em;border-width:1px;padding:1px;\"><i class=\"fa-handshake far\" style=\"font-size: inherit;color:#000000;\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-separator-border sep-shadow\" style=\"--awb-height:20px;--awb-amount:20px;--awb-sep-color:#000000;background:radial-gradient(ellipse at 50% -50% , #000000 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);background:-webkit-radial-gradient(ellipse at 50% -50% , #000000 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);background:-moz-radial-gradient(ellipse at 50% -50% , #000000 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);background:-o-radial-gradient(ellipse at 50% -50% , #000000 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);\"><\/div><\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-text fusion-text-4\"><p style=\"text-align: center;\"><strong>Client<\/strong><\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"lazyload alignnone wp-image-1538 size-full\" src=\"https:\/\/wissensbasiert.de\/wp-content\/uploads\/2021\/09\/Logo_Augsburg.png\" data-orig-src=\"https:\/\/wissensbasiert.de\/wp-content\/uploads\/2021\/09\/Logo_Augsburg.png\" alt=\"\" width=\"175\" height=\"39\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%27175%27%20height%3D%2739%27%20viewBox%3D%270%200%20175%2039%27%3E%3Crect%20width%3D%27175%27%20height%3D%2739%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/wissensbasiert.de\/wp-content\/uploads\/2021\/09\/Logo_Augsburg-18x4.png 18w, https:\/\/wissensbasiert.de\/wp-content\/uploads\/2021\/09\/Logo_Augsburg.png 175w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 175px) 100vw, 175px\" \/><\/p>\n<p style=\"text-align: center;\"><a href=\"https:\/\/www.augsburg.de\/buergerservice-rathaus\/buergerservice\/aemter-behoerden\/staedtische-dienststellen\/t\/tiefbauamt\/verkehrsplanung\" target=\"_blank\" rel=\"noopener\">City of Augsburg, Civil Engineering Office, Traffic Planning Department<\/a><\/p>\n<\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-separator\" style=\"margin-left: auto;margin-right: auto;margin-top:5px;margin-bottom:30px;width:100%;max-width:70%;\"><\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-separator fusion-has-icon\" style=\"margin-left: auto;margin-right: auto;margin-top:5px;margin-bottom:30px;width:100%;max-width:40%;\"><div class=\"fusion-separator-border sep-shadow\" style=\"--awb-height:20px;--awb-amount:20px;--awb-sep-color:#000000;background:radial-gradient(ellipse at 50% -50% , #000000 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);background:-webkit-radial-gradient(ellipse at 50% -50% , #000000 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);background:-moz-radial-gradient(ellipse at 50% -50% , #000000 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);background:-o-radial-gradient(ellipse at 50% -50% , #000000 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);\"><\/div><span class=\"icon-wrapper\" style=\"border-color:#000000;background-color:#ffffff;font-size:30px;width: 1.75em; height: 1.75em;border-width:1px;padding:1px;\"><i class=\"fa-users fas\" style=\"font-size: inherit;color:#000000;\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-separator-border sep-shadow\" style=\"--awb-height:20px;--awb-amount:20px;--awb-sep-color:#000000;background:radial-gradient(ellipse at 50% -50% , #000000 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);background:-webkit-radial-gradient(ellipse at 50% -50% , #000000 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);background:-moz-radial-gradient(ellipse at 50% -50% , #000000 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);background:-o-radial-gradient(ellipse at 50% -50% , #000000 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);\"><\/div><\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-text fusion-text-5\"><p style=\"text-align: center;\"><strong>Project partners<\/strong><\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"lazyload alignnone wp-image-1303\" src=\"http:\/\/wissensbasiert.de\/wp-content\/uploads\/2020\/03\/VMZ.png\" data-orig-src=\"http:\/\/wissensbasiert.de\/wp-content\/uploads\/2020\/03\/VMZ.png\" alt=\"\" width=\"189\" height=\"67\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%27189%27%20height%3D%2767%27%20viewBox%3D%270%200%20189%2067%27%3E%3Crect%20width%3D%27189%27%20height%3D%2767%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/wissensbasiert.de\/wp-content\/uploads\/2020\/03\/VMZ-200x71.png 200w, https:\/\/wissensbasiert.de\/wp-content\/uploads\/2020\/03\/VMZ.png 289w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 189px) 100vw, 189px\" \/><\/p>\n<p style=\"text-align: center;\"><a href=\"https:\/\/www.vmzberlin.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">VMZ Berlin Betreibergesellschaft mbH<\/a><\/p>\n<\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-separator\" style=\"margin-left: auto;margin-right: auto;margin-top:5px;margin-bottom:30px;width:100%;max-width:70%;\"><\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-separator fusion-has-icon\" style=\"margin-left: auto;margin-right: auto;margin-top:5px;margin-bottom:30px;width:100%;max-width:40%;\"><div class=\"fusion-separator-border sep-shadow\" style=\"--awb-height:20px;--awb-amount:20px;--awb-sep-color:#000000;background:radial-gradient(ellipse at 50% -50% , #000000 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);background:-webkit-radial-gradient(ellipse at 50% -50% , #000000 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);background:-moz-radial-gradient(ellipse at 50% -50% , #000000 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);background:-o-radial-gradient(ellipse at 50% -50% , #000000 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);\"><\/div><span class=\"icon-wrapper\" style=\"border-color:#000000;background-color:#ffffff;font-size:30px;width: 1.75em; height: 1.75em;border-width:1px;padding:1px;\"><i class=\"fa-tasks fas\" style=\"font-size: inherit;color:#000000;\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-separator-border sep-shadow\" style=\"--awb-height:20px;--awb-amount:20px;--awb-sep-color:#000000;background:radial-gradient(ellipse at 50% -50% , #000000 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);background:-webkit-radial-gradient(ellipse at 50% -50% , #000000 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);background:-moz-radial-gradient(ellipse at 50% -50% , #000000 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);background:-o-radial-gradient(ellipse at 50% -50% , #000000 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);\"><\/div><\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-text fusion-text-6\"><p style=\"text-align: center;\"><strong>Keywords<\/strong><\/p>\n<p style=\"text-align: center;\">Augsburg<\/p>\n<p style=\"text-align: center;\">Data analysis<\/p>\n<p style=\"text-align: center;\">Traffic<\/p>\n<p style=\"text-align: center;\">Structural data<\/p>\n<p style=\"text-align: center;\">GIS<\/p>\n<\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><\/div><\/div>","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":1540,"menu_order":0,"comment_status":"open","ping_status":"closed","template":"","format":"standard","meta":{"footnotes":""},"portfolio_category":[19],"portfolio_skills":[],"portfolio_tags":[85,20,55,84,35],"class_list":["post-1537","avada_portfolio","type-avada_portfolio","status-publish","format-standard","has-post-thumbnail","hentry","portfolio_category-mobilitaet-verkehr","portfolio_tags-augsburg","portfolio_tags-datenanalyse","portfolio_tags-gis","portfolio_tags-strukturdaten","portfolio_tags-verkehr"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Wissensbasierte Planung | Projekte | Prognosestrukturdaten<\/title>\n<meta name=\"description\" content=\"Projekte. F\u00fcr das Augsburger Tiefbauamt erstelle ich, gemeinsam mit der VMZ, die Prognosestrukturdaten f\u00fcr das Verkehrsmodell.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/wissensbasiert.de\/en\/projekt\/forecast-structural-data-augsuburg\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Wissensbasierte Planung | Projekte | Prognosestrukturdaten\" \/>\n<meta property=\"og:description\" content=\"Projekte. F\u00fcr das Augsburger Tiefbauamt erstelle ich, gemeinsam mit der VMZ, die Prognosestrukturdaten f\u00fcr das Verkehrsmodell.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/wissensbasiert.de\/en\/projekt\/forecast-structural-data-augsuburg\/\" \/>\n<meta property=\"og:site_name\" content=\"Wissensbasierte Planung\" \/>\n<meta property=\"article:modified_time\" content=\"2022-01-26T12:17:46+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/wissensbasiert.de\/wp-content\/uploads\/2021\/09\/augsburg-3080437_1920.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1920\" \/>\n\t<meta property=\"og:image:height\" content=\"1080\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:site\" content=\"@wissensbasiert\" \/>\n<meta name=\"twitter:label1\" content=\"Estimated reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"4 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/wissensbasiert.de\\\/projekt\\\/prognosestrukturdaten-augsburg\\\/\",\"url\":\"https:\\\/\\\/wissensbasiert.de\\\/projekt\\\/prognosestrukturdaten-augsburg\\\/\",\"name\":\"Wissensbasierte Planung | Projekte | Prognosestrukturdaten\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/wissensbasiert.de\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/wissensbasiert.de\\\/projekt\\\/prognosestrukturdaten-augsburg\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/wissensbasiert.de\\\/projekt\\\/prognosestrukturdaten-augsburg\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/wissensbasiert.de\\\/wp-content\\\/uploads\\\/2021\\\/09\\\/augsburg-3080437_1920.jpg\",\"datePublished\":\"2021-09-02T09:03:49+00:00\",\"dateModified\":\"2022-01-26T12:17:46+00:00\",\"description\":\"Projekte. F\u00fcr das Augsburger Tiefbauamt erstelle ich, gemeinsam mit der VMZ, die Prognosestrukturdaten f\u00fcr das Verkehrsmodell.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/wissensbasiert.de\\\/projekt\\\/prognosestrukturdaten-augsburg\\\/#breadcrumb\"},\"inLanguage\":\"en-GB\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/wissensbasiert.de\\\/projekt\\\/prognosestrukturdaten-augsburg\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-GB\",\"@id\":\"https:\\\/\\\/wissensbasiert.de\\\/projekt\\\/prognosestrukturdaten-augsburg\\\/#primaryimage\",\"url\":\"https:\\\/\\\/wissensbasiert.de\\\/wp-content\\\/uploads\\\/2021\\\/09\\\/augsburg-3080437_1920.jpg\",\"contentUrl\":\"https:\\\/\\\/wissensbasiert.de\\\/wp-content\\\/uploads\\\/2021\\\/09\\\/augsburg-3080437_1920.jpg\",\"width\":1920,\"height\":1080,\"caption\":\"Luftbild Augsburg\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/wissensbasiert.de\\\/projekt\\\/prognosestrukturdaten-augsburg\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Startseite\",\"item\":\"https:\\\/\\\/wissensbasiert.de\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Portfolio\",\"item\":\"https:\\\/\\\/wissensbasiert.de\\\/en\\\/projekt\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Prognosestrukturdaten Augsburg\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/wissensbasiert.de\\\/#website\",\"url\":\"https:\\\/\\\/wissensbasiert.de\\\/\",\"name\":\"Wissensbasierte Planung\",\"description\":\"Mit Wissen Planen\",\"publisher\":{\"@id\":\"https:\\\/\\\/wissensbasiert.de\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/wissensbasiert.de\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-GB\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/wissensbasiert.de\\\/#organization\",\"name\":\"Dr. PAUL HEBES - Wissensbasierte Planung\",\"url\":\"https:\\\/\\\/wissensbasiert.de\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-GB\",\"@id\":\"https:\\\/\\\/wissensbasiert.de\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/wissensbasiert.de\\\/wp-content\\\/uploads\\\/2017\\\/10\\\/Wortmarke_Homepage.png\",\"contentUrl\":\"https:\\\/\\\/wissensbasiert.de\\\/wp-content\\\/uploads\\\/2017\\\/10\\\/Wortmarke_Homepage.png\",\"width\":786,\"height\":241,\"caption\":\"Dr. PAUL HEBES - Wissensbasierte Planung\"},\"image\":{\"@id\":\"https:\\\/\\\/wissensbasiert.de\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/x.com\\\/wissensbasiert\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Knowledge-based planning | Projects | Forecast structure data","description":"Projects. For the Augsburg Civil Engineering Office, I create the forecast structure data for the traffic model together with VMZ.","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:\/\/wissensbasiert.de\/en\/projekt\/forecast-structural-data-augsuburg\/","og_locale":"en_GB","og_type":"article","og_title":"Wissensbasierte Planung | Projekte | Prognosestrukturdaten","og_description":"Projekte. F\u00fcr das Augsburger Tiefbauamt erstelle ich, gemeinsam mit der VMZ, die Prognosestrukturdaten f\u00fcr das Verkehrsmodell.","og_url":"https:\/\/wissensbasiert.de\/en\/projekt\/forecast-structural-data-augsuburg\/","og_site_name":"Wissensbasierte Planung","article_modified_time":"2022-01-26T12:17:46+00:00","og_image":[{"width":1920,"height":1080,"url":"https:\/\/wissensbasiert.de\/wp-content\/uploads\/2021\/09\/augsburg-3080437_1920.jpg","type":"image\/jpeg"}],"twitter_card":"summary_large_image","twitter_site":"@wissensbasiert","twitter_misc":{"Estimated reading time":"4 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/wissensbasiert.de\/projekt\/prognosestrukturdaten-augsburg\/","url":"https:\/\/wissensbasiert.de\/projekt\/prognosestrukturdaten-augsburg\/","name":"Knowledge-based planning | Projects | Forecast structure data","isPartOf":{"@id":"https:\/\/wissensbasiert.de\/#website"},"primaryImageOfPage":{"@id":"https:\/\/wissensbasiert.de\/projekt\/prognosestrukturdaten-augsburg\/#primaryimage"},"image":{"@id":"https:\/\/wissensbasiert.de\/projekt\/prognosestrukturdaten-augsburg\/#primaryimage"},"thumbnailUrl":"https:\/\/wissensbasiert.de\/wp-content\/uploads\/2021\/09\/augsburg-3080437_1920.jpg","datePublished":"2021-09-02T09:03:49+00:00","dateModified":"2022-01-26T12:17:46+00:00","description":"Projects. For the Augsburg Civil Engineering Office, I create the forecast structure data for the traffic model together with VMZ.","breadcrumb":{"@id":"https:\/\/wissensbasiert.de\/projekt\/prognosestrukturdaten-augsburg\/#breadcrumb"},"inLanguage":"en-GB","potentialAction":[{"@type":"ReadAction","target":["https:\/\/wissensbasiert.de\/projekt\/prognosestrukturdaten-augsburg\/"]}]},{"@type":"ImageObject","inLanguage":"en-GB","@id":"https:\/\/wissensbasiert.de\/projekt\/prognosestrukturdaten-augsburg\/#primaryimage","url":"https:\/\/wissensbasiert.de\/wp-content\/uploads\/2021\/09\/augsburg-3080437_1920.jpg","contentUrl":"https:\/\/wissensbasiert.de\/wp-content\/uploads\/2021\/09\/augsburg-3080437_1920.jpg","width":1920,"height":1080,"caption":"Luftbild Augsburg"},{"@type":"BreadcrumbList","@id":"https:\/\/wissensbasiert.de\/projekt\/prognosestrukturdaten-augsburg\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Startseite","item":"https:\/\/wissensbasiert.de\/"},{"@type":"ListItem","position":2,"name":"Portfolio","item":"https:\/\/wissensbasiert.de\/en\/projekt\/"},{"@type":"ListItem","position":3,"name":"Prognosestrukturdaten Augsburg"}]},{"@type":"WebSite","@id":"https:\/\/wissensbasiert.de\/#website","url":"https:\/\/wissensbasiert.de\/","name":"Knowledge-based planning","description":"Planning with knowledge","publisher":{"@id":"https:\/\/wissensbasiert.de\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/wissensbasiert.de\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-GB"},{"@type":"Organization","@id":"https:\/\/wissensbasiert.de\/#organization","name":"Dr. PAUL HEBES - Knowledge-based planning","url":"https:\/\/wissensbasiert.de\/","logo":{"@type":"ImageObject","inLanguage":"en-GB","@id":"https:\/\/wissensbasiert.de\/#\/schema\/logo\/image\/","url":"https:\/\/wissensbasiert.de\/wp-content\/uploads\/2017\/10\/Wortmarke_Homepage.png","contentUrl":"https:\/\/wissensbasiert.de\/wp-content\/uploads\/2017\/10\/Wortmarke_Homepage.png","width":786,"height":241,"caption":"Dr. PAUL HEBES - Wissensbasierte Planung"},"image":{"@id":"https:\/\/wissensbasiert.de\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/x.com\/wissensbasiert"]}]}},"_links":{"self":[{"href":"https:\/\/wissensbasiert.de\/en\/wp-json\/wp\/v2\/avada_portfolio\/1537","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wissensbasiert.de\/en\/wp-json\/wp\/v2\/avada_portfolio"}],"about":[{"href":"https:\/\/wissensbasiert.de\/en\/wp-json\/wp\/v2\/types\/avada_portfolio"}],"author":[{"embeddable":true,"href":"https:\/\/wissensbasiert.de\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/wissensbasiert.de\/en\/wp-json\/wp\/v2\/comments?post=1537"}],"version-history":[{"count":2,"href":"https:\/\/wissensbasiert.de\/en\/wp-json\/wp\/v2\/avada_portfolio\/1537\/revisions"}],"predecessor-version":[{"id":1584,"href":"https:\/\/wissensbasiert.de\/en\/wp-json\/wp\/v2\/avada_portfolio\/1537\/revisions\/1584"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/wissensbasiert.de\/en\/wp-json\/wp\/v2\/media\/1540"}],"wp:attachment":[{"href":"https:\/\/wissensbasiert.de\/en\/wp-json\/wp\/v2\/media?parent=1537"}],"wp:term":[{"taxonomy":"portfolio_category","embeddable":true,"href":"https:\/\/wissensbasiert.de\/en\/wp-json\/wp\/v2\/portfolio_category?post=1537"},{"taxonomy":"portfolio_skills","embeddable":true,"href":"https:\/\/wissensbasiert.de\/en\/wp-json\/wp\/v2\/portfolio_skills?post=1537"},{"taxonomy":"portfolio_tags","embeddable":true,"href":"https:\/\/wissensbasiert.de\/en\/wp-json\/wp\/v2\/portfolio_tags?post=1537"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}