{"id":2102252,"date":"2023-10-19T07:50:22","date_gmt":"2023-10-19T14:50:22","guid":{"rendered":"https:\/\/www.esri.com\/arcgis-blog\/?post_type=blog&#038;p=2102252"},"modified":"2023-10-19T07:54:56","modified_gmt":"2023-10-19T14:54:56","slug":"enriching-overture-data-with-gers","status":"publish","type":"blog","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-online\/mapping\/enriching-overture-data-with-gers","title":{"rendered":"Enriching Overture Data with GERS"},"author":6281,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"open","ping_status":"closed","template":"","format":"standard","meta":{"_acf_changed":false,"_searchwp_excluded":""},"categories":[22941],"tags":[43131,43101,761752,768802,768812],"industry":[],"product":[36581,36551],"class_list":["post-2102252","blog","type-blog","status-publish","format-standard","hentry","category-mapping","tag-arcade-expression","tag-arcgis-living-atlas-of-the-world","tag-buildings","tag-overture","tag-overture-maps-foundation","product-arcgis-living-atlas","product-arcgis-online"],"acf":{"authors":[{"ID":6281,"user_firstname":"Deane","user_lastname":"Kensok","nickname":"Deane Kensok","user_nicename":"dkensok","display_name":"Deane Kensok","user_email":"dkensok@esri.com","user_url":"","user_registered":"2018-03-02 00:18:09","user_description":"Deane Kensok has been with Esri since 1990 and is currently the ArcGIS Content CTO and a member of the Living Atlas team.  For the past twenty years, Deane has worked on a variety of Internet mapping and data publishing products and projects, which have led to his current work with ArcGIS Online and the Living Atlas.","user_avatar":"<img data-del=\"avatar\" src='https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2018\/06\/Deane_Kensok_600-1.jpg' class='avatar pp-user-avatar avatar-96 photo ' height='96' width='96'\/>"}],"short_description":"The latest release of Overture data includes a GERS ID for 1.6m buildings that can be used to conflate data and enable interesting uses cases.","flexible_content":[{"acf_fc_layout":"content","content":"<p>This week, <strong><a href=\"https:\/\/overturemaps.org\">Overture Maps<\/a><\/strong> released its second version of open map data.\u00a0 One of the important new features in this release is the introduction of <a href=\"https:\/\/docs.overturemaps.org\/gers\/\">Global Entity Reference System<\/a> (GERS) IDs.\u00a0 GERS IDs have been assigned to over <strong>1.6 million building footprints<\/strong> across several cities in North America, South America, and Europe.<\/p>\n<p>GERS is a system of encoding map data to a shared universal reference, which provides an easy mechanism to conflate data from different data providers based on a specific GERS ID.\u00a0 There are several <strong><a href=\"https:\/\/docs.overturemaps.org\/gers\/scenarios\">use cases<\/a><\/strong> where this would be helpful for different data themes, and we wanted to demonstrate a couple of them for buildings with this release.<\/p>\n<h2><strong>Buildings Enrichment<\/strong><\/h2>\n<p>The Overture Buildings in this release include <strong>over 1.3 billion features<\/strong> from multiple data providers, including OpenStreetMap, Microsoft, and Esri Community Maps.\u00a0 The Overture team has conflated these building features into a single data layer and transformed them into a common <a href=\"https:\/\/docs.overturemaps.org\/themes\/buildings\/building\">data schema<\/a>.\u00a0 The data schema includes the building footprint geometry and a small set of properties (e.g., class, height, names).<\/p>\n<p>The Buildings theme provides a large (and rapidly growing!) collection of building footprints, but there could be <strong>other building information<\/strong> that you\u2019d like to add to them for your purposes.\u00a0 This might include property management, risk assessment, economic development, 3D visualization, or other use cases.<\/p>\n<h3><strong>USA Structures<\/strong><\/h3>\n<p>One useful dataset that includes rich building information is <strong><a href=\"https:\/\/gis-fema.hub.arcgis.com\/pages\/usa-structures\">USA Structures<\/a><\/strong>, provided by FEMA in collaboration with other U.S. Agencies.\u00a0 This open data is available for download and as a <a href=\"https:\/\/www.arcgis.com\/home\/item.html?id=0ec8512ad21e4bb987d7e848d14e7e24\">feature layer<\/a> in Esri\u2019s <a href=\"https:\/\/livingatlas.arcgis.com\/\">ArcGIS Living Atlas of the World<\/a>.\u00a0 The USA Structures include <strong>over 75 million structures<\/strong> larger than 450 square feet for use in flood insurance mitigation and emergency preparedness and response.\u00a0 The USA Structures include their own Universal Unique Identifier (UUID) for each structure, as well as several additional attributes (e.g. occupancy, address, city, county, area, height, coordinates, etc.).<\/p>\n<p>The Overture Buildings with GERS IDs are available for <strong>4 cities in the United States<\/strong> (i.e., Seattle, WA; Spokane, WA; Macon, GA, and Charleston, SC).\u00a0 The USA Structures data can be overlaid on the Overture Buildings to see that, while there are significant differences in the building geometry given different data acquisition procedures, there is also a substantial amount of overlap between the different data sources.<\/p>\n"},{"acf_fc_layout":"image","image":{"ID":2102282,"id":2102282,"title":"fig1_omf_bldg_usa_struc_1000_250","filename":"fig1_omf_bldg_usa_struc_1000_250.png","filesize":191894,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/fig1_omf_bldg_usa_struc_1000_250.png","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-online\/mapping\/enriching-overture-data-with-gers\/fig1_omf_bldg_usa_struc_1000_250","alt":"Overture Buildings with USA Structures","author":"6281","description":"Overture Buildings symbolized by \u2018class\u2019 and overlaid with USA Structures outlines","caption":"Figure 1: Overture Buildings by \u2018class\u2019 displayed with USA Structures outlines","name":"fig1_omf_bldg_usa_struc_1000_250","status":"inherit","uploaded_to":2102252,"date":"2023-10-16 22:38:51","modified":"2023-10-17 23:17:58","menu_order":0,"mime_type":"image\/png","type":"image","subtype":"png","icon":"https:\/\/www.esri.com\/arcgis-blog\/wp-includes\/images\/media\/default.png","width":1000,"height":250,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/fig1_omf_bldg_usa_struc_1000_250-213x200.png","thumbnail-width":213,"thumbnail-height":200,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/fig1_omf_bldg_usa_struc_1000_250.png","medium-width":464,"medium-height":116,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/fig1_omf_bldg_usa_struc_1000_250.png","medium_large-width":768,"medium_large-height":192,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/fig1_omf_bldg_usa_struc_1000_250.png","large-width":1000,"large-height":250,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/fig1_omf_bldg_usa_struc_1000_250.png","1536x1536-width":1000,"1536x1536-height":250,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/fig1_omf_bldg_usa_struc_1000_250.png","2048x2048-width":1000,"2048x2048-height":250,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/fig1_omf_bldg_usa_struc_1000_250-826x207.png","card_image-width":826,"card_image-height":207,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/fig1_omf_bldg_usa_struc_1000_250.png","wide_image-width":1000,"wide_image-height":250}},"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":"<h3><strong>Data Conflation<\/strong><\/h3>\n<p>Given the additional set of attributes available in the USA Structures, we thought it would be a useful dataset to demonstrate conflation with the Overture Buildings.\u00a0 Esri used ArcGIS Pro software to perform a spatial join of the two datasets, appending two additional fields on the USA Structures:<\/p>\n<ul>\n<li><strong>GERS ID<\/strong>: one or more GERS IDs (up to 3) from the Overture Building(s) that intersected the structure.<\/li>\n<li><strong>GERS Match<\/strong>: count of the Overture Buildings that intersected the structure.<\/li>\n<\/ul>\n<p>In this prototype, there were <strong>328,854 structures<\/strong> conflated with Overture Buildings and assigned a GERS ID.\u00a0 Of these, 320,869 (97.6%) had 1 match, 6,254 (1.9%) had 2 matches, and 1,731 (0.5%) had 3 or more matches.\u00a0 Now that these USA Structures features have been assigned a GERS ID, there are a few use cases enabled.<\/p>\n<h3><strong>Feature Layer with Enhanced Pop-up<\/strong><\/h3>\n<p>We published both the <a href=\"https:\/\/overture.maps.arcgis.com\/home\/item.html?id=a1ebe4c138444ac5b8bf2610d544ee0c\"><strong>Overture Buildings with GERS<\/strong><\/a> and the <a href=\"https:\/\/overture.maps.arcgis.com\/home\/item.html?id=0940dd1635c449acbd1f1277e3ee8ead\"><strong>USA Structures with GERS<\/strong><\/a> IDs as feature layers in Overture\u2019s ArcGIS Online organization.\u00a0 We then created a web map that includes the two layers and authored a custom pop-up for the Overture Buildings layer that is <strong>enhanced with additional attributes<\/strong> from the USA Structures.<\/p>\n"},{"acf_fc_layout":"image","image":{"ID":2104912,"id":2104912,"title":"fig2_omf_bldg_usa_struct_popup_1000","filename":"fig2_omf_bldg_usa_struc_popup_1000-1.png","filesize":371764,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/fig2_omf_bldg_usa_struc_popup_1000-1.png","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-online\/mapping\/enriching-overture-data-with-gers\/fig2_omf_bldg_usa_struc_popup_1000-2","alt":"Click Image to Interact with Live Map","author":"6281","description":"Pop-up for selected feature in Overture Buildings layer, with additional info from USA Structures layer","caption":"Figure 2: Pop-up for Overture Buildings layer, with info from USA Structures layer","name":"fig2_omf_bldg_usa_struc_popup_1000-2","status":"inherit","uploaded_to":2102252,"date":"2023-10-18 21:02:56","modified":"2023-10-18 21:05:19","menu_order":0,"mime_type":"image\/png","type":"image","subtype":"png","icon":"https:\/\/www.esri.com\/arcgis-blog\/wp-includes\/images\/media\/default.png","width":1000,"height":480,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/fig2_omf_bldg_usa_struc_popup_1000-1-213x200.png","thumbnail-width":213,"thumbnail-height":200,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/fig2_omf_bldg_usa_struc_popup_1000-1.png","medium-width":464,"medium-height":223,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/fig2_omf_bldg_usa_struc_popup_1000-1.png","medium_large-width":768,"medium_large-height":369,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/fig2_omf_bldg_usa_struc_popup_1000-1.png","large-width":1000,"large-height":480,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/fig2_omf_bldg_usa_struc_popup_1000-1.png","1536x1536-width":1000,"1536x1536-height":480,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/fig2_omf_bldg_usa_struc_popup_1000-1.png","2048x2048-width":1000,"2048x2048-height":480,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/fig2_omf_bldg_usa_struc_popup_1000-1-826x396.png","card_image-width":826,"card_image-height":396,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/fig2_omf_bldg_usa_struc_popup_1000-1.png","wide_image-width":1000,"wide_image-height":480}},"image_position":"center","orientation":"horizontal","hyperlink":"https:\/\/overture.maps.arcgis.com\/apps\/instant\/basic\/index.html?appid=9b4604f0b7c144eb8f9ee03c7996703e"},{"acf_fc_layout":"content","content":"<p>In the Overture Buildings layer, we used <strong>Arcade and the GERS ID<\/strong> to query the USA Structures layer item and present the additional information in the pop-up.\u00a0 The pop-up only displays information that is available for the selected feature, excluding <em>null<\/em> and <em>0<\/em> values.\u00a0 Using this <a href=\"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-living-atlas\/decision-support\/enhance-your-pop-ups-using-arcade-living-atlas\/\">enhanced pop-up technique<\/a>, you can dynamically and efficiently present information based on a shared ID without actually joining the data into a single dataset.<\/p>\n<h3><strong>Feature Layer View for Visualization<\/strong><\/h3>\n<p>If you\u2019d like to use the additional attributes for visualization in a web map or scene, you can create a <a href=\"https:\/\/doc.arcgis.com\/en\/arcgis-online\/manage-data\/create-hosted-views.htm\">joined view layer<\/a>.\u00a0 For this use case, we created an <strong>Overture USA Building Structures<\/strong> view layer by joining the USA Structures (join layer) to the Overture Buildings (target layer) based on GERS ID.\u00a0 This enables you to symbolize the Overture Buildings data by attributes from the USA Structures layer, such as Building Occupancy.\u00a0 In the 2D map example below, the Overture Buildings are \u2018Unclassified\u2019 for this location but can still be symbolized as \u2018Residential\u2019 based on attribute from USA Structures.<\/p>\n"},{"acf_fc_layout":"image","image":{"ID":2104932,"id":2104932,"title":"fig3_omf_usa_building_structures_map_leg","filename":"fig3_omf_usa_building_structures_map_leg-1.png","filesize":71153,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/fig3_omf_usa_building_structures_map_leg-1.png","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-online\/mapping\/enriching-overture-data-with-gers\/fig3_omf_usa_building_structures_map_leg-2","alt":"Overture Buildings symbolized by attribute in USA Structures","author":"6281","description":"Map layer showing Overture Buildings symbolized by attribute in USA Structures","caption":"Figure 3: Map layer of Overture Buildings symbolized by attribute in USA Structures","name":"fig3_omf_usa_building_structures_map_leg-2","status":"inherit","uploaded_to":2102252,"date":"2023-10-18 21:08:29","modified":"2023-10-18 21:13:01","menu_order":0,"mime_type":"image\/png","type":"image","subtype":"png","icon":"https:\/\/www.esri.com\/arcgis-blog\/wp-includes\/images\/media\/default.png","width":1000,"height":285,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/fig3_omf_usa_building_structures_map_leg-1-213x200.png","thumbnail-width":213,"thumbnail-height":200,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/fig3_omf_usa_building_structures_map_leg-1.png","medium-width":464,"medium-height":132,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/fig3_omf_usa_building_structures_map_leg-1.png","medium_large-width":768,"medium_large-height":219,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/fig3_omf_usa_building_structures_map_leg-1.png","large-width":1000,"large-height":285,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/fig3_omf_usa_building_structures_map_leg-1.png","1536x1536-width":1000,"1536x1536-height":285,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/fig3_omf_usa_building_structures_map_leg-1.png","2048x2048-width":1000,"2048x2048-height":285,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/fig3_omf_usa_building_structures_map_leg-1-826x235.png","card_image-width":826,"card_image-height":235,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/fig3_omf_usa_building_structures_map_leg-1.png","wide_image-width":1000,"wide_image-height":285}},"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":"<p>In the 3D scene example below, the Overture Buildings are symbolized by their \u2018class\u2019 property but, because they do not have many height values in this city, are extruded based on the \u2018height\u2019 attribute from USA Structures that has more values.<\/p>\n"},{"acf_fc_layout":"image","image":{"ID":2102332,"id":2102332,"title":"fig4_omf_usa_building_structures_scene_leg","filename":"fig4_omf_usa_building_structures_scene_leg.png","filesize":148198,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/fig4_omf_usa_building_structures_scene_leg.png","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-online\/mapping\/enriching-overture-data-with-gers\/fig4_omf_usa_building_structures_scene_leg","alt":"Overture Buildings extruded by 'height' value in USA Structures","author":"6281","description":"Scene layer showing Overture Buildings extruded by \u2018height\u2019 value in USA Structures","caption":"Figure 4: Scene layer of Overture Buildings extruded by \u2018height\u2019 in USA Structures","name":"fig4_omf_usa_building_structures_scene_leg","status":"inherit","uploaded_to":2102252,"date":"2023-10-16 22:46:33","modified":"2023-10-17 23:20:52","menu_order":0,"mime_type":"image\/png","type":"image","subtype":"png","icon":"https:\/\/www.esri.com\/arcgis-blog\/wp-includes\/images\/media\/default.png","width":1000,"height":285,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/fig4_omf_usa_building_structures_scene_leg-213x200.png","thumbnail-width":213,"thumbnail-height":200,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/fig4_omf_usa_building_structures_scene_leg.png","medium-width":464,"medium-height":132,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/fig4_omf_usa_building_structures_scene_leg.png","medium_large-width":768,"medium_large-height":219,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/fig4_omf_usa_building_structures_scene_leg.png","large-width":1000,"large-height":285,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/fig4_omf_usa_building_structures_scene_leg.png","1536x1536-width":1000,"1536x1536-height":285,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/fig4_omf_usa_building_structures_scene_leg.png","2048x2048-width":1000,"2048x2048-height":285,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/fig4_omf_usa_building_structures_scene_leg-826x235.png","card_image-width":826,"card_image-height":235,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/fig4_omf_usa_building_structures_scene_leg.png","wide_image-width":1000,"wide_image-height":285}},"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":"<h2><strong>What\u2019s Next<\/strong><\/h2>\n<p>In upcoming releases of Overture data, <strong>GERS IDs will be added to many more features<\/strong> in the Buildings data theme and features in other themes such as Transportation and Places. This will enable many more use cases for these data themes, such as sharing road closure information on road segments, and associating businesses with the buildings in which they operate.\u00a0 With these data updates, we will <strong>publish more Overture data<\/strong> as ready-to-use layers in ArcGIS and demonstrate additional use cases.<\/p>\n<p>Happy Mapping!<\/p>\n"}],"related_articles":"","card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/omf_gers_heading_826.png","wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/omf_gers_heading_1920.png"},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v25.9 (Yoast SEO v25.9) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Enriching Overture Data with GERS<\/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:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-online\/mapping\/enriching-overture-data-with-gers\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Enriching Overture Data with GERS\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-online\/mapping\/enriching-overture-data-with-gers\" \/>\n<meta property=\"og:site_name\" content=\"ArcGIS Blog\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/esrigis\/\" \/>\n<meta property=\"article:modified_time\" content=\"2023-10-19T14:54:56+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:site\" content=\"@ESRI\" \/>\n<script type=\"application\/ld+json\" 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