{"id":856311,"date":"2020-05-13T07:40:44","date_gmt":"2020-05-13T14:40:44","guid":{"rendered":"https:\/\/www.esri.com\/arcgis-blog\/?post_type=blog&p=856311"},"modified":"2020-05-13T07:52:56","modified_gmt":"2020-05-13T14:52:56","slug":"burnabygis","status":"publish","type":"blog","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/collector\/field-mobility\/burnabygis","title":{"rendered":"City of Burnaby pivots Parks GIS team during COVID-19 response"},"author":3651,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"open","ping_status":"closed","template":"","format":"standard","meta":{"_acf_changed":false,"_searchwp_excluded":""},"categories":[23261],"tags":[654951,37881,585551],"industry":[],"product":[36641],"class_list":["post-856311","blog","type-blog","status-publish","format-standard","hentry","category-field-mobility","tag-burnaby","tag-collector","tag-covid-19","product-collector"],"acf":{"short_description":"City of Burnaby pivots GNSS data collection team during COVID-19 response","flexible_content":[{"acf_fc_layout":"content","content":"

Written by:<\/strong>
\n<\/em>Rob Wilson, Asset Management and GIS Specialist, City of Burnaby<\/a>
\nSarah Alban, Marketing Director, Eos Positioning Systems<\/a><\/em><\/p>\n

Fifteen minutes southeast of Vancouver, Canada, the suburban City of Burnaby is known for its rich trail systems and forested conservation areas. In a city of over 235,000, Burnaby has over 160 parks and trail systems.<\/p>\n

\u201cWe have great trails,\u201d Asset Management and GIS Specialist Rob Wilson said. \u201cAfter the coronavirus hit, our usage of the parks and trails have gone way up.\u201d<\/p>\n"},{"acf_fc_layout":"image","image":{"ID":856341,"id":856341,"title":"ParkWalk","filename":"ParkWalk-e1588974257166.jpg","filesize":93070,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/05\/ParkWalk-e1588974257166.jpg","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/collector\/field-mobility\/burnabygis\/parkwalk","alt":"Walking on a park trail in Burnaby","author":"3651","description":"","caption":"The City of Burnaby is known for its rich parks and trails systems. To heed provincial guidelines during the coronavirus pandemic, the city put up over 1,250 social-distancing signs.","name":"parkwalk","status":"inherit","uploaded_to":856311,"date":"2020-05-08 21:43:34","modified":"2020-05-11 23:44:25","menu_order":0,"mime_type":"image\/jpeg","type":"image","subtype":"jpeg","icon":"https:\/\/www.esri.com\/arcgis-blog\/wp-includes\/images\/media\/default.png","width":600,"height":450,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/05\/ParkWalk-213x200.jpg","thumbnail-width":213,"thumbnail-height":200,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/05\/ParkWalk-e1588974257166.jpg","medium-width":348,"medium-height":261,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/05\/ParkWalk-e1588974257166.jpg","medium_large-width":600,"medium_large-height":450,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/05\/ParkWalk-e1588974257166.jpg","large-width":600,"large-height":450,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/05\/ParkWalk-e1588974257166.jpg","1536x1536-width":600,"1536x1536-height":450,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/05\/ParkWalk-e1588974257166.jpg","2048x2048-width":600,"2048x2048-height":450,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/05\/ParkWalk-620x465.jpg","card_image-width":620,"card_image-height":465,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/05\/ParkWalk-e1588974257166.jpg","wide_image-width":600,"wide_image-height":450}},"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":"

When the pandemic began keeping people home, the parks and trails team saw increased recreational foot traffic. To proactively educate the public about provincially passed-down social-distancing guidelines and recommendations, the city installed over 1,250 signs encouraging people to stay 2 meters (about 6 feet) apart, abiding one-way rules, and more.<\/p>\n"},{"acf_fc_layout":"image","image":{"ID":856391,"id":856391,"title":"CaptureSign","filename":"CaptureSign-e1588999828949.jpg","filesize":50635,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/05\/CaptureSign-e1588999828949.jpg","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/collector\/field-mobility\/burnabygis\/capturesign","alt":"Mapping new signs with Collector","author":"3651","description":"","caption":"A two-person crew now collects and monitors 1,250 parks and trails signs related to social-distancing guidelines for the public.","name":"capturesign","status":"inherit","uploaded_to":856311,"date":"2020-05-08 21:49:46","modified":"2020-05-11 23:44:55","menu_order":0,"mime_type":"image\/jpeg","type":"image","subtype":"jpeg","icon":"https:\/\/www.esri.com\/arcgis-blog\/wp-includes\/images\/media\/default.png","width":440,"height":330,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/05\/CaptureSign-213x200.jpg","thumbnail-width":213,"thumbnail-height":200,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/05\/CaptureSign-e1588999828949.jpg","medium-width":348,"medium-height":261,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/05\/CaptureSign-e1588999828949.jpg","medium_large-width":440,"medium_large-height":330,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/05\/CaptureSign-e1588999828949.jpg","large-width":440,"large-height":330,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/05\/CaptureSign-e1588999828949.jpg","1536x1536-width":440,"1536x1536-height":330,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/05\/CaptureSign-e1588999828949.jpg","2048x2048-width":440,"2048x2048-height":330,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/05\/CaptureSign-620x465.jpg","card_image-width":620,"card_image-height":465,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/05\/CaptureSign-e1588999828949.jpg","wide_image-width":440,"wide_image-height":330}},"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":"

The challenge: rapidly mapping thousands of new signs under dense canopy<\/strong><\/p>\n

The City\u2019s Assistant Director of Parks Operations, Steve Bruneau, consulted with the Parks GIS team to map over 1,250 social-distancing signs within a meter of accuracy for the City\u2019s parks and trails assets.<\/p>\n

Mapping the sign locations would be useful for a couple reasons. First, the parks and trails team needed to keep track of where signs had been installed, on which trail they were needed, and whether any park goers had vandalized them (initiating a replacement). The second reason is that, once the pandemic guidelines are relaxed, the parks and trails team will be equipped to comprehensively navigate to change or take them down.<\/p>\n"},{"acf_fc_layout":"image","image":{"ID":856991,"id":856991,"title":"CollectoriPad","filename":"CollectoriPad-1-e1589000310674.png","filesize":340795,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/05\/CollectoriPad-1-e1589000310674.png","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/collector\/field-mobility\/burnabygis\/collectoripad-2","alt":"","author":"3651","description":"","caption":"Due to the city\u2019s thick canopy, high-accuracy Arrow Gold GNSS receivers were used with ArcGIS Collector on iPads.","name":"collectoripad-2","status":"inherit","uploaded_to":856311,"date":"2020-05-09 04:57:11","modified":"2020-05-11 23:45:13","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":400,"height":562,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/05\/CollectoriPad-1-213x200.png","thumbnail-width":213,"thumbnail-height":200,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/05\/CollectoriPad-1-e1589000310674.png","medium-width":186,"medium-height":261,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/05\/CollectoriPad-1-e1589000310674.png","medium_large-width":400,"medium_large-height":562,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/05\/CollectoriPad-1-e1589000310674.png","large-width":400,"large-height":562,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/05\/CollectoriPad-1-e1589000310674.png","1536x1536-width":400,"1536x1536-height":562,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/05\/CollectoriPad-1-e1589000310674.png","2048x2048-width":400,"2048x2048-height":562,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/05\/CollectoriPad-1-331x465.png","card_image-width":331,"card_image-height":465,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/05\/CollectoriPad-1-e1589000310674.png","wide_image-width":400,"wide_image-height":562}},"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":"

\u201cOnce the provincial guidelines are lifted, we\u2019ll have the GPS locations to remove them,\u201d Wilson said. \u201cWith the combination of the Arrow Gold and Esri\u2019s Collector we can send staff to navigate with each one of them.\u201d<\/p>\n

The solution: Transition existing software and hardware to the COVID-19 sign project<\/strong><\/p>\n

Wilson and his teammate, GIS Technician Ruby Tam, had recently deployed an upgraded data collection solution to their field workers. When the request came to collect the social-distancing signs, Tam quickly set up a new map for Esri\u2019s Collector for ArcGIS. Tam designed the schema in ArcGIS Pro, published it to ArcGIS Online and used Esri\u2019s Web App Builder technology to create the Collector map.\u201d They tested the map with an iPad Pro on the narrow trails at Deer Lake, which had been converted to a one-way loop during the pandemic.<\/p>\n"},{"acf_fc_layout":"content","content":"

Back at the office, they then tweaked the schema to optimize it for collecting the COVID-19 signs.<\/p>\n

\u201cIt only took about five or six hours for the map to be perfectly configured for the project,\u201d Tam said.<\/p>\n

Additionally, Tam set up a dashboard using ArcGIS Dashboards to better visualize the locations and types of signs installed. Later, this dashboard was also consumed by the City of Burnaby COVID Resource Hub<\/a>.<\/p>\n"},{"acf_fc_layout":"image","image":{"ID":857841,"id":857841,"title":"BurnabyDashboard","filename":"BurnabyDashboard.png","filesize":93772,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/05\/BurnabyDashboard.png","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/collector\/field-mobility\/burnabygis\/burnabydashboard","alt":"","author":"3651","description":"","caption":"An ArcGIS Dashboard shows the total number and type of each coronavirus-related sign. This will help the team remove the COVID-19 signs when provincial guidelines are lifted.","name":"burnabydashboard","status":"inherit","uploaded_to":856311,"date":"2020-05-10 05:38:16","modified":"2020-05-11 23:45:44","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":1010,"height":602,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/05\/BurnabyDashboard-213x200.png","thumbnail-width":213,"thumbnail-height":200,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/05\/BurnabyDashboard.png","medium-width":438,"medium-height":261,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/05\/BurnabyDashboard.png","medium_large-width":768,"medium_large-height":458,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/05\/BurnabyDashboard.png","large-width":1010,"large-height":602,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/05\/BurnabyDashboard.png","1536x1536-width":1010,"1536x1536-height":602,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/05\/BurnabyDashboard.png","2048x2048-width":1010,"2048x2048-height":602,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/05\/BurnabyDashboard-780x465.png","card_image-width":780,"card_image-height":465,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/05\/BurnabyDashboard.png","wide_image-width":1010,"wide_image-height":602}},"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":"

The last component of the field solution was the use of their Arrow Gold GNSS receivers. About two years earlier, Wilson had transitioned from legacy GPS receivers to the Eos GNSS receivers because of the Arrow Gold\u2019s increased performance under canopy.<\/p>\n"},{"acf_fc_layout":"image","image":{"ID":856481,"id":856481,"title":"Capture","filename":"Capture-e1589091137673.jpg","filesize":35891,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/05\/Capture-e1589091137673.jpg","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/collector\/field-mobility\/burnabygis\/capture-17","alt":"Mapping polygons with the Arrow Gold","author":"3651","description":"","caption":"Using iPads, vests, and chest packs, the field workers quickly mapped all new signs within just two weeks of installment.","name":"capture-17","status":"inherit","uploaded_to":856311,"date":"2020-05-08 22:04:31","modified":"2020-05-11 23:46:02","menu_order":0,"mime_type":"image\/jpeg","type":"image","subtype":"jpeg","icon":"https:\/\/www.esri.com\/arcgis-blog\/wp-includes\/images\/media\/default.png","width":440,"height":330,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/05\/Capture-213x200.jpg","thumbnail-width":213,"thumbnail-height":200,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/05\/Capture-e1589091137673.jpg","medium-width":348,"medium-height":261,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/05\/Capture-e1589091137673.jpg","medium_large-width":440,"medium_large-height":330,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/05\/Capture-e1589091137673.jpg","large-width":440,"large-height":330,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/05\/Capture-e1589091137673.jpg","1536x1536-width":440,"1536x1536-height":330,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/05\/Capture-e1589091137673.jpg","2048x2048-width":440,"2048x2048-height":330,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/05\/Capture-620x465.jpg","card_image-width":620,"card_image-height":465,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/05\/Capture-e1589091137673.jpg","wide_image-width":440,"wide_image-height":330}},"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":"

\u201cWhen we tried to map polygons with the older receivers, positions would always jump way off,\u201d Wilson said. \u201cBut with the Arrow Gold, we find that not only are they good for RTK in clear-sky conditions, but they also perform very well under canopy to map our points, lines and polygons. We have been very successful in capturing our trail system in these challenging conditions.\u201d<\/p>\n

Rolling out the solution was then simple. Two field workers who had already been devoting their time to collecting park furniture, horticulture, playgrounds, storage units, trail systems, lights, and other features were given access to Tam\u2019s new Collector map for the COVID-19 signs.<\/p>\n

All told, in about a day, Wilson and Tam had converted the parks operations team\u2019s hardware, software, and human resources to map COVID-19 guideline signs.<\/p>\n"},{"acf_fc_layout":"image","image":{"ID":856511,"id":856511,"title":"ProfileArrow","filename":"ProfileArrow-e1589091206668.png","filesize":317493,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/05\/ProfileArrow-e1589091206668.png","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/collector\/field-mobility\/burnabygis\/profilearrow","alt":"Collector and Eos working together","author":"3651","description":"","caption":"The Arrow Gold GNSS receivers connect via Bluetooth\u00ae to the iPads and provide centimeters of accuracy to Collector.","name":"profilearrow","status":"inherit","uploaded_to":856311,"date":"2020-05-08 22:09:13","modified":"2020-05-11 23:46:26","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":800,"height":565,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/05\/ProfileArrow-213x200.png","thumbnail-width":213,"thumbnail-height":200,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/05\/ProfileArrow-e1589091206668.png","medium-width":370,"medium-height":261,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/05\/ProfileArrow-e1589091206668.png","medium_large-width":768,"medium_large-height":542,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/05\/ProfileArrow-e1589091206668.png","large-width":800,"large-height":565,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/05\/ProfileArrow-1536x1085.png","1536x1536-width":1536,"1536x1536-height":1085,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/05\/ProfileArrow-e1589091206668.png","2048x2048-width":800,"2048x2048-height":565,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/05\/ProfileArrow-659x465.png","card_image-width":659,"card_image-height":465,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/05\/ProfileArrow-1530x1080.png","wide_image-width":1530,"wide_image-height":1080}},"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":"

The result: Project successfully completed in two weeks<\/strong><\/p>\n

Every afternoon, the field workers and Wilson received an email with the quadrants in which the City\u2019s maintenance crews had installed or updated social-distancing signs. This helped the data-collectors determine where to map or update signs on the next day. In the map that Tam created, they captured not only the signs\u2019 locations, but also their type along with photographs. Wilson and Tam could monitor the workers\u2019 progress in real-time on the dashboard.<\/p>\n

\u201cIn less than a half-hour, I could see about twenty signs being added in real-time on our Esri dashboard,\u201d Wilson said with satisfaction.<\/p>\n

Data collection began on April 2, 2020 and after about two weeks, all 1,250 of the installed signs had already been collected with an average accuracy of 20-55 centimeters.<\/p>\n"},{"acf_fc_layout":"quote","author_name":"Rob Wilson","author_profession_organization":"City of Burnaby","image":false,"text":"This has been a truly unprecedented time for Burnaby. Our small part was to contribute to the adoption of provincial social-distancing guidelines. We\u2019re happy to have so quickly adapted our technology to accommodate all the people who want to stay healthy with fresh air in our wonderful parks."}],"authors":[{"ID":3651,"user_firstname":"Jeff","user_lastname":"Shaner","nickname":"Jeff Shaner","user_nicename":"jeffs","display_name":"Jeff Shaner","user_email":"jshaner@esri.com","user_url":"","user_registered":"2018-03-02 00:15:17","user_description":"Jeff Shaner is a Product Engineering Director with the software products team at Esri. With 30 years experience, Jeff is focused on delivering apps that enable users to work more productively, safely, and effectively. In his spare time, you are likely to find Jeff on the golf course or hockey rink.\u00a0","user_avatar":""}],"related_articles":[{"ID":836151,"post_author":"3651","post_date":"2020-04-26 15:55:37","post_date_gmt":"2020-04-26 22:55:37","post_content":"","post_title":"What's New In Collector (April 2020)","post_excerpt":"","post_status":"publish","comment_status":"open","ping_status":"closed","post_password":"","post_name":"whats-new-in-collector-april-2020","to_ping":"","pinged":"","post_modified":"2020-07-01 11:20:42","post_modified_gmt":"2020-07-01 18:20:42","post_content_filtered":"","post_parent":0,"guid":"https:\/\/www.esri.com\/arcgis-blog\/?post_type=blog&p=836151","menu_order":0,"post_type":"blog","post_mime_type":"","comment_count":"0","filter":"raw"}],"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/05\/717168_Burnaby-826.jpg","wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/05\/717168_Burnaby-1920.jpg"},"yoast_head":"\nCity of Burnaby pivots Parks GIS team during COVID-19 response<\/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\/collector\/field-mobility\/burnabygis\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"City of Burnaby pivots Parks GIS team during COVID-19 response\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.esri.com\/arcgis-blog\/products\/collector\/field-mobility\/burnabygis\" \/>\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=\"2020-05-13T14:52:56+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:site\" content=\"@ESRI\" 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