{"id":1175612,"date":"2021-04-07T09:10:53","date_gmt":"2021-04-07T16:10:53","guid":{"rendered":"https:\/\/www.esri.com\/arcgis-blog\/?post_type=blog&#038;p=1175612"},"modified":"2021-04-13T12:52:03","modified_gmt":"2021-04-13T19:52:03","slug":"dev-summit-2021-geoanalytics-in-arcgis-pro","status":"publish","type":"blog","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-pro\/analytics\/dev-summit-2021-geoanalytics-in-arcgis-pro","title":{"rendered":"Dev Summit 2021: GeoAnalytics in ArcGIS Pro"},"author":10102,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","format":"standard","meta":{"_acf_changed":false,"_searchwp_excluded":""},"categories":[23341],"tags":[728301,29641,759812,759412,759402],"industry":[],"product":[36561],"class_list":["post-1175612","blog","type-blog","status-publish","format-standard","hentry","category-analytics","tag-big-data-connections","tag-csv","tag-dev-summit-2021-demo","tag-merge-data","tag-reconstruct-tracks","product-arcgis-pro"],"acf":{"short_description":"Use GeoAnalytics in ArcGIS Pro to understand the environmental impact of ocean vessel traffic.","flexible_content":[{"acf_fc_layout":"content","content":"<p><span class=\"TextRun SCXW245947482 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun CommentStart SCXW245947482 BCX0\">Wakes are water disturbances produced by high-speed\u00a0<\/span><\/span><span class=\"TextRun SCXW245947482 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW245947482 BCX0\">water<\/span><\/span><span class=\"TextRun SCXW245947482 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW245947482 BCX0\"> traffic<span class=\"TextRun SCXW84576899 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW84576899 BCX0\">.<\/span><\/span><\/span><\/span><span class=\"TextRun SCXW245947482 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW245947482 BCX0\">\u00a0These disturbances can increase shoreline erosion and result in loss of property and critical habitat.<\/span><\/span><span class=\"TextRun SCXW245947482 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW245947482 BCX0\">\u00a0<\/span><\/span><span class=\"TextRun SCXW245947482 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW245947482 BCX0\">Areas that are most at risk of erosion can be\u00a0<\/span><\/span><span class=\"TextRun SCXW245947482 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW245947482 BCX0\">identified<\/span><\/span><span class=\"TextRun SCXW245947482 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW245947482 BCX0\">\u00a0by\u00a0<\/span><\/span><span class=\"TextRun SCXW245947482 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW245947482 BCX0\">analyzing water traffic data<\/span><\/span><span class=\"TextRun SCXW245947482 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW245947482 BCX0\">.<\/span><\/span><span class=\"TextRun SCXW245947482 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW245947482 BCX0\">\u00a0<\/span><\/span><span class=\"EOP SCXW245947482 BCX0\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><span class=\"TextRun SCXW133071774 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW133071774 BCX0\">The<\/span><\/span><span class=\"TextRun SCXW133071774 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW133071774 BCX0\">\u00a0<\/span><\/span><a class=\"Hyperlink SCXW133071774 BCX0\" href=\"https:\/\/esriis-my.sharepoint.com\/:w:\/g\/personal\/jos10367_esri_com\/EXRrSkQOAshFhOPTcxQgnSwBxE594nRSsGb-7iRTfIIe8g?e=oipazZ\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Underlined SCXW133071774 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun CommentStart SCXW133071774 BCX0\" data-ccp-charstyle=\"Hyperlink\">GeoAnalytics<\/span><\/span><span class=\"TextRun Underlined SCXW133071774 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW133071774 BCX0\" data-ccp-charstyle=\"Hyperlink\">\u00a0Desktop Tool<\/span><\/span><span class=\"TextRun Underlined SCXW133071774 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW133071774 BCX0\" data-ccp-charstyle=\"Hyperlink\">box<\/span><\/span><\/a><span class=\"TextRun SCXW133071774 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW133071774 BCX0\">\u00a0<\/span><\/span><span class=\"TextRun SCXW133071774 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW133071774 BCX0\">\u00a0<\/span><\/span><span class=\"TextRun SCXW133071774 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW133071774 BCX0\">allows you to analyze trends, patterns, and anomalies in large datasets. <\/span><\/span><span class=\"TextRun SCXW133071774 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW133071774 BCX0\">In\u00a0<\/span><\/span><span class=\"TextRun SCXW133071774 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun CommentStart SCXW133071774 BCX0\">Bethany\u2019s<\/span><\/span><span class=\"TextRun SCXW133071774 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW133071774 BCX0\"> plenary demo (shown below), she <\/span><\/span><span class=\"TextRun SCXW133071774 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW133071774 BCX0\">use<\/span><\/span><span class=\"TextRun SCXW133071774 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW133071774 BCX0\">s GeoAnalytics in<\/span><\/span><span class=\"TextRun SCXW133071774 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW133071774 BCX0\">\u00a0<\/span><\/span><a class=\"Hyperlink SCXW133071774 BCX0\" href=\"https:\/\/www.esri.com\/en-us\/arcgis\/products\/arcgis-pro\/overview\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Underlined SCXW133071774 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW133071774 BCX0\" data-ccp-charstyle=\"Hyperlink\">ArcGIS Pro<\/span><\/span><\/a><span class=\"TextRun SCXW133071774 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW133071774 BCX0\">\u00a0to process and analyze one month of ocean traffic vessel data to identify problematic and potentially harmful nearshore traffic patterns. She\u00a0<\/span><\/span><span class=\"TextRun SCXW133071774 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW133071774 BCX0\">then identifies<\/span><\/span><span class=\"TextRun SCXW133071774 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW133071774 BCX0\">\u00a0coastal areas that may be at risk for shoreline erosion<\/span><\/span><span class=\"TextRun SCXW133071774 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW133071774 BCX0\">\u00a0due to wakes caused by ocean vessels.\u00a0<\/span><\/span><span class=\"EOP SCXW133071774 BCX0\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n"},{"acf_fc_layout":"youtube","start_time":"314","end_time":"","youtube_video_url":"<iframe title=\"Analytics Overview: Big Data Analysis with GeoAnalytics\" width=\"640\" height=\"360\" src=\"https:\/\/www.youtube.com\/embed\/BVXafriOSQU?list=PLaPDDLTCmy4bl7t6OOCoNX23nrwJIdWnW\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>"},{"acf_fc_layout":"content","content":"<p><span data-contrast=\"none\">Bethany start<\/span><span data-contrast=\"none\">s<\/span><span data-contrast=\"none\">\u00a0by downloading one month of\u00a0<\/span><span data-contrast=\"none\">v<\/span><span data-contrast=\"none\">essel\u00a0<\/span><span data-contrast=\"none\">t<\/span><span data-contrast=\"none\">raffic\u00a0<\/span><span data-contrast=\"none\">d<\/span><span data-contrast=\"none\">ata from\u00a0<\/span><a href=\"https:\/\/marinecadastre.gov\/ais\/\"><span data-contrast=\"none\">Marine\u00a0<\/span><span data-contrast=\"none\">Cadastre<\/span><\/a><span data-contrast=\"none\">.<\/span><span data-contrast=\"none\">\u00a0<\/span><span data-contrast=\"none\">This dataset includes 31 files that each contain over 6 million records<\/span><span data-contrast=\"none\">\u00a0of ocean vessels<\/span><span data-contrast=\"none\">. Each record contains a point location, timestamp,<\/span><span data-contrast=\"none\">\u00a0<\/span><span data-contrast=\"none\">and vessel ID.\u00a0<\/span><span data-contrast=\"none\">\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">She use<\/span><span data-contrast=\"none\">s<\/span><span data-contrast=\"none\">\u00a0the\u00a0<\/span><a href=\"https:\/\/pro.arcgis.com\/en\/pro-app\/latest\/help\/data\/big-data-connections\/big-data-connections.htm\"><span data-contrast=\"none\">Create Big Data Connection<\/span><\/a><span data-contrast=\"none\">\u00a0geoprocessing tool to\u00a0<\/span><span data-contrast=\"none\">c<\/span><span data-contrast=\"none\">reate a connection<\/span><span data-contrast=\"none\">\u00a0<\/span><span data-contrast=\"none\">to her dataset in\u00a0<\/span><span data-contrast=\"none\">ArcGIS\u00a0<\/span><span data-contrast=\"none\">Pro<\/span><span data-contrast=\"none\">. A big data connection can represent multiple files as a single dataset, in this case, 31<\/span><span data-contrast=\"none\"> CSV files<\/span><span data-contrast=\"none\">. <\/span><span data-contrast=\"none\">The\u00a0<\/span><b><span data-contrast=\"none\">Create Big Data Connection<\/span><\/b><span data-contrast=\"none\">\u00a0tool automatically detects time and location fields within the dataset, so Bethany\u00a0<\/span><span data-contrast=\"none\">can<\/span><span data-contrast=\"none\">\u00a0connect her data\u00a0<\/span><span data-contrast=\"none\">and enable location and time on her layer<\/span><span data-contrast=\"none\">\u2014<\/span><span data-contrast=\"none\">all in one step.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n"},{"acf_fc_layout":"image","image":{"ID":1175712,"id":1175712,"title":"big data connection","filename":"big-data-connection.png","filesize":6179,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2021\/03\/big-data-connection.png","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-pro\/analytics\/dev-summit-2021-geoanalytics-in-arcgis-pro\/big-data-connection","alt":"Create Big Data Connection Geoprocessing tool","author":"10102","description":"","caption":"","name":"big-data-connection","status":"inherit","uploaded_to":1175612,"date":"2021-03-29 15:52:56","modified":"2021-03-29 15:53:03","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":347,"height":277,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2021\/03\/big-data-connection-213x200.png","thumbnail-width":213,"thumbnail-height":200,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2021\/03\/big-data-connection.png","medium-width":327,"medium-height":261,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2021\/03\/big-data-connection.png","medium_large-width":347,"medium_large-height":277,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2021\/03\/big-data-connection.png","large-width":347,"large-height":277,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2021\/03\/big-data-connection.png","1536x1536-width":347,"1536x1536-height":277,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2021\/03\/big-data-connection.png","2048x2048-width":347,"2048x2048-height":277,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2021\/03\/big-data-connection.png","card_image-width":347,"card_image-height":277,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2021\/03\/big-data-connection.png","wide_image-width":347,"wide_image-height":277}},"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":"<p><span class=\"TextRun SCXW265825001 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW265825001 BCX0\">The first step in Bethany\u2019s analysis<\/span><\/span><span class=\"TextRun SCXW265825001 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW265825001 BCX0\">\u00a0<\/span><\/span><span class=\"TextRun SCXW265825001 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW265825001 BCX0\">is<\/span><\/span><span class=\"TextRun SCXW265825001 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW265825001 BCX0\">\u00a0enhancing her data with movement statistics. She use<\/span><\/span><span class=\"TextRun SCXW265825001 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW265825001 BCX0\">s<\/span><\/span><span class=\"TextRun SCXW265825001 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW265825001 BCX0\">\u00a0the\u00a0<\/span><\/span><a class=\"Hyperlink SCXW265825001 BCX0\" href=\"https:\/\/pro.arcgis.com\/en\/pro-app\/latest\/tool-reference\/geoanalytics-desktop\/calculate-motion-statistics.htm\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Underlined SCXW265825001 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW265825001 BCX0\" data-ccp-charstyle=\"Hyperlink\">Calculate Motion Statistics<\/span><\/span><\/a><span class=\"TextRun SCXW265825001 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW265825001 BCX0\">\u00a0tool\u00a0<\/span><\/span><span class=\"TextRun SCXW265825001 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW265825001 BCX0\">to calculate statistics for<\/span><\/span><span class=\"TextRun SCXW265825001 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW265825001 BCX0\">\u00a0the<\/span><\/span><span class=\"TextRun SCXW265825001 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW265825001 BCX0\">\u00a0speed and acceleration<\/span><\/span><span class=\"TextRun SCXW265825001 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW265825001 BCX0\">\u00a0of the ocean vessels<\/span><\/span><span class=\"TextRun SCXW265825001 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW265825001 BCX0\">.<\/span><\/span><span class=\"TextRun SCXW265825001 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW265825001 BCX0\">\u00a0<\/span><\/span><span class=\"EOP SCXW265825001 BCX0\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n"},{"acf_fc_layout":"image","image":{"ID":1176142,"id":1176142,"title":"motion stats no table","filename":"motion-stats-no-table.png","filesize":172815,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2021\/03\/motion-stats-no-table.png","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-pro\/analytics\/dev-summit-2021-geoanalytics-in-arcgis-pro\/motion-stats-no-table","alt":"Map showing speed and acceleration of ocean vessels","author":"10102","description":"","caption":"","name":"motion-stats-no-table","status":"inherit","uploaded_to":1175612,"date":"2021-03-29 17:02:16","modified":"2021-03-29 17:02:26","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":843,"height":474,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2021\/03\/motion-stats-no-table-213x200.png","thumbnail-width":213,"thumbnail-height":200,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2021\/03\/motion-stats-no-table.png","medium-width":464,"medium-height":261,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2021\/03\/motion-stats-no-table.png","medium_large-width":768,"medium_large-height":432,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2021\/03\/motion-stats-no-table.png","large-width":843,"large-height":474,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2021\/03\/motion-stats-no-table.png","1536x1536-width":843,"1536x1536-height":474,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2021\/03\/motion-stats-no-table.png","2048x2048-width":843,"2048x2048-height":474,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2021\/03\/motion-stats-no-table-826x465.png","card_image-width":826,"card_image-height":465,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2021\/03\/motion-stats-no-table.png","wide_image-width":843,"wide_image-height":474}},"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":"<p><span class=\"TextRun SCXW74623118 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW74623118 BCX0\">She then use<\/span><\/span><span class=\"TextRun SCXW74623118 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW74623118 BCX0\">s<\/span><\/span><span class=\"TextRun SCXW74623118 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW74623118 BCX0\">\u00a0<\/span><\/span><span class=\"TextRun SCXW74623118 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW74623118 BCX0\">these statistics in the\u00a0<\/span><\/span><a class=\"Hyperlink SCXW74623118 BCX0\" href=\"https:\/\/pro.arcgis.com\/en\/pro-app\/latest\/tool-reference\/geoanalytics-desktop\/reconstruct-tracks.htm\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Underlined SCXW74623118 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun CommentStart SCXW74623118 BCX0\" data-ccp-charstyle=\"Hyperlink\">Reconstruct Tracks<\/span><\/span><\/a><span class=\"TextRun SCXW74623118 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW74623118 BCX0\">\u00a0tool to calculate change in vessel movement over time.\u00a0<\/span><\/span><span class=\"TextRun SCXW74623118 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW74623118 BCX0\">The Reconstruct Tracks tool ties together time-enabled features using a common identifier, like a vessel ID. This concept is demonstrated in the diagram below.<\/span><\/span><span class=\"EOP SCXW74623118 BCX0\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n"},{"acf_fc_layout":"image","image":{"ID":1175772,"id":1175772,"title":"Reconstruck tracks diagram","filename":"Reconstruck-tracks-diagram.png","filesize":6096,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2021\/03\/Reconstruck-tracks-diagram.png","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-pro\/analytics\/dev-summit-2021-geoanalytics-in-arcgis-pro\/reconstruck-tracks-diagram","alt":"Time-enabled points reconstructed into tracks.","author":"10102","description":"","caption":"","name":"reconstruck-tracks-diagram","status":"inherit","uploaded_to":1175612,"date":"2021-03-29 16:20:27","modified":"2021-03-29 16:20:35","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":382,"height":109,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2021\/03\/Reconstruck-tracks-diagram-213x109.png","thumbnail-width":213,"thumbnail-height":109,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2021\/03\/Reconstruck-tracks-diagram.png","medium-width":382,"medium-height":109,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2021\/03\/Reconstruck-tracks-diagram.png","medium_large-width":382,"medium_large-height":109,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2021\/03\/Reconstruck-tracks-diagram.png","large-width":382,"large-height":109,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2021\/03\/Reconstruck-tracks-diagram.png","1536x1536-width":382,"1536x1536-height":109,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2021\/03\/Reconstruck-tracks-diagram.png","2048x2048-width":382,"2048x2048-height":109,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2021\/03\/Reconstruck-tracks-diagram.png","card_image-width":382,"card_image-height":109,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2021\/03\/Reconstruck-tracks-diagram.png","wide_image-width":382,"wide_image-height":109}},"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":"<p>Bethany splits the tracks using <a href=\"https:\/\/developers.arcgis.com\/arcade\/function-reference\/track_functions\/\">Arcade expressions<\/a>. She splits the tracks at locations where the change in track speed from the previous point (<code>TrackSpeedAt(-1)<\/code>) to the current point (<code>TrackCurrentSpeed()<\/code>) is greater than two nautical miles per hour. She uses the following arcade expression to calculate this:<\/p>\n<p style=\"text-align: center;\"><code>(TrackCurrentSpeed() \u2013 TrackSpeedAt(-1)) &gt; 2<\/code><\/p>\n<p><span class=\"TextRun SCXW135863256 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW135863256 BCX0\">Her resulting tracks are symbolized\u00a0<\/span><\/span><span class=\"TextRun SCXW135863256 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW135863256 BCX0 DefaultHighlightTransition\">and displayed with the time slider\u00a0<\/span><\/span><span class=\"TextRun SCXW135863256 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW135863256 BCX0\">to visualize vessels\u00a0<\/span><\/span><span class=\"TextRun SCXW135863256 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW135863256 BCX0\">approaching\u00a0<\/span><\/span><span class=\"TextRun SCXW135863256 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW135863256 BCX0\">and exceeding a speed of 8\u00a0<\/span><\/span><span class=\"TextRun SCXW135863256 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW135863256 BCX0\">nautical miles per\u00a0<\/span><\/span><span class=\"TextRun SCXW135863256 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW135863256 BCX0\">hour<\/span><\/span><span class=\"TextRun SCXW135863256 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW135863256 BCX0\">.<\/span><\/span><span class=\"EOP SCXW135863256 BCX0\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n"},{"acf_fc_layout":"image","image":{"ID":1175832,"id":1175832,"title":"TrackGIF","filename":"TrackGIF.gif","filesize":241870,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2021\/03\/TrackGIF.gif","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-pro\/analytics\/dev-summit-2021-geoanalytics-in-arcgis-pro\/trackgif","alt":"Animation of vessels approaching and exceeding 8 nautical miles per hour","author":"10102","description":"","caption":"","name":"trackgif","status":"inherit","uploaded_to":1175612,"date":"2021-03-29 16:27:35","modified":"2021-03-29 16:27:46","menu_order":0,"mime_type":"image\/gif","type":"image","subtype":"gif","icon":"https:\/\/www.esri.com\/arcgis-blog\/wp-includes\/images\/media\/default.png","width":928,"height":884,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2021\/03\/TrackGIF-213x200.gif","thumbnail-width":213,"thumbnail-height":200,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2021\/03\/TrackGIF.gif","medium-width":274,"medium-height":261,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2021\/03\/TrackGIF.gif","medium_large-width":768,"medium_large-height":732,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2021\/03\/TrackGIF.gif","large-width":928,"large-height":884,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2021\/03\/TrackGIF.gif","1536x1536-width":928,"1536x1536-height":884,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2021\/03\/TrackGIF.gif","2048x2048-width":928,"2048x2048-height":884,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2021\/03\/TrackGIF-488x465.gif","card_image-width":488,"card_image-height":465,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2021\/03\/TrackGIF.gif","wide_image-width":928,"wide_image-height":884}},"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":"<p><span data-contrast=\"none\">Using this visualization,\u00a0<\/span><span data-contrast=\"none\">Bethany<\/span><span data-contrast=\"none\"> can identify problematic nearshore traffic patterns<\/span><span data-contrast=\"none\">. In this example, she identifies these patterns<\/span><span data-contrast=\"none\">\u00a0<\/span><span data-contrast=\"none\">around<\/span><span data-contrast=\"none\">\u00a0Florida and the Bahamas<\/span><span data-contrast=\"none\">.\u00a0<\/span><span data-contrast=\"none\">This insight can be used to monitor vessel movement and implement speed limits to reduce the negative impact of wakes.\u00a0<\/span><span data-contrast=\"none\">\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Bethany<\/span><span data-contrast=\"none\">\u00a0also<\/span><span data-contrast=\"none\">\u00a0demonstrates how this workflow can be automated\u00a0<\/span><span data-contrast=\"none\">using<\/span><span data-contrast=\"none\">\u00a0<\/span><a href=\"https:\/\/pro.arcgis.com\/en\/pro-app\/latest\/arcpy\/get-started\/pro-notebooks.htm\"><span data-contrast=\"none\">Notebooks in ArcGIS Pro<\/span><\/a><span data-contrast=\"none\">. She\u00a0<\/span><span data-contrast=\"none\">use<\/span><span data-contrast=\"none\">s<\/span><span data-contrast=\"none\">\u00a0<\/span><a href=\"https:\/\/pro.arcgis.com\/en\/pro-app\/latest\/arcpy\/get-started\/what-is-arcpy-.htm\"><span data-contrast=\"none\">ArcPy<\/span><\/a><span data-contrast=\"none\"> and embedded images to easily share her analysis story. The notebook is publicly available, so you can download it and try it out for yourself: <\/span><a href=\"https:\/\/www.arcgis.com\/home\/item.html?id=63080a4f99364420b457ddb899850b51\">Analyze potential impacts of ocean vessel wakes on shorelines<\/a>.<\/p>\n"},{"acf_fc_layout":"image","image":{"ID":1175872,"id":1175872,"title":"arcgis notebook","filename":"arcgis-notebook.jpg","filesize":39926,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2021\/03\/arcgis-notebook.jpg","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-pro\/analytics\/dev-summit-2021-geoanalytics-in-arcgis-pro\/arcgis-notebook","alt":"Notebook in ArcGIS Pro","author":"10102","description":"","caption":"","name":"arcgis-notebook","status":"inherit","uploaded_to":1175612,"date":"2021-03-29 16:29:41","modified":"2021-03-29 16:29:48","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":647,"height":529,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2021\/03\/arcgis-notebook-213x200.jpg","thumbnail-width":213,"thumbnail-height":200,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2021\/03\/arcgis-notebook.jpg","medium-width":319,"medium-height":261,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2021\/03\/arcgis-notebook.jpg","medium_large-width":647,"medium_large-height":529,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2021\/03\/arcgis-notebook.jpg","large-width":647,"large-height":529,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2021\/03\/arcgis-notebook.jpg","1536x1536-width":647,"1536x1536-height":529,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2021\/03\/arcgis-notebook.jpg","2048x2048-width":647,"2048x2048-height":529,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2021\/03\/arcgis-notebook-569x465.jpg","card_image-width":569,"card_image-height":465,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2021\/03\/arcgis-notebook.jpg","wide_image-width":647,"wide_image-height":529}},"image_position":"center","orientation":"horizontal","hyperlink":"https:\/\/www.arcgis.com\/home\/item.html?id=63080a4f99364420b457ddb899850b51"},{"acf_fc_layout":"content","content":"<p><span class=\"TextRun SCXW179397687 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW179397687 BCX0\">This is just one example of how\u00a0<\/span><\/span><span class=\"TextRun SCXW179397687 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW179397687 BCX0\">GeoAnalytics<\/span><\/span><span class=\"TextRun SCXW179397687 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW179397687 BCX0\">\u00a0can<\/span><\/span><span class=\"TextRun SCXW179397687 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW179397687 BCX0\">\u00a0accelerate your data preparation and analysis workflows.<\/span><\/span><span class=\"TextRun SCXW179397687 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW179397687 BCX0\">\u00a0This large analysis was accomplished using GeoAnalytics Desktop tools and parallel processing on a laptop with 16GB and 4 cores.\u00a0<\/span><\/span><span class=\"TextRun SCXW179397687 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW179397687 BCX0\">You can<\/span><\/span><span class=\"TextRun SCXW179397687 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW179397687 BCX0\">\u00a0<\/span><\/span><span class=\"TextRun SCXW179397687 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW179397687 BCX0\">also\u00a0<\/span><\/span><span class=\"TextRun SCXW179397687 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun CommentStart SCXW179397687 BCX0\">complete this workflow<\/span><\/span><span class=\"TextRun SCXW179397687 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW179397687 BCX0\">\u00a0<\/span><\/span><span class=\"TextRun SCXW179397687 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW179397687 BCX0\">in a distributed environment using ArcGIS Enterprise with\u00a0<\/span><\/span><a class=\"Hyperlink SCXW179397687 BCX0\" href=\"https:\/\/enterprise.arcgis.com\/en\/geoanalytics\/latest\/install\/windows\/what-is-arcgis-geoanalytics-server-.htm\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Underlined SCXW179397687 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW179397687 BCX0\" data-ccp-charstyle=\"Hyperlink\">GeoAnalytics<\/span><\/span><span class=\"TextRun Underlined SCXW179397687 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW179397687 BCX0\" data-ccp-charstyle=\"Hyperlink\">\u00a0Server<\/span><\/span><\/a><span class=\"TextRun SCXW179397687 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW179397687 BCX0\">.<\/span><\/span><span class=\"EOP SCXW179397687 BCX0\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<h3><span data-contrast=\"none\">Learn\u00a0more<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"none\">Check out\u00a0<\/span><span data-contrast=\"none\">the following resources<\/span><span data-contrast=\"none\">\u00a0to learn more about\u00a0<\/span><span data-contrast=\"none\">GeoAnalytics<\/span><span data-contrast=\"none\">:<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<ul>\n<li data-leveltext=\"-\" data-font=\"Calibri\" data-listid=\"2\" aria-setsize=\"-1\" data-aria-posinset=\"0\" data-aria-level=\"1\"><a href=\"https:\/\/www.esri.com\/arcgis-blog\/products\/geoanalytics-server\/analytics\/discover-spatiotemporal-clusters-of-events-with-geoanalytics\/\"><span data-contrast=\"none\">Discover\u00a0<\/span><span data-contrast=\"none\">S<\/span><span data-contrast=\"none\">patiotemporal<\/span><span data-contrast=\"none\">\u00a0Cluster of events with\u00a0<\/span><span data-contrast=\"none\">GeoAnalytics<\/span><span data-contrast=\"none\">\u00a0(ArcGIS Blog Post)<\/span><\/a><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"-\" data-font=\"Calibri\" data-listid=\"2\" aria-setsize=\"-1\" data-aria-posinset=\"0\" data-aria-level=\"1\"><a href=\"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-pro\/analytics\/track-heat-mapping-with-geoanalytics-desktop-tools\/\"><span data-contrast=\"none\">Track Heat Mapping with GeoAnalytics Desktop tools (ArcGIS Blog Post)<\/span><\/a><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"-\" data-font=\"Calibri\" data-listid=\"2\" aria-setsize=\"-1\" data-aria-posinset=\"0\" data-aria-level=\"1\"><a href=\"https:\/\/www.esri.com\/arcgis-blog\/products\/product\/analytics\/spark-powered-analysis-with-geoanalytics-desktop-tools-vs-geoanalytics-server\/\"><span data-contrast=\"none\">Spark-Powered Analysis with GeoAnalytics Desktop Tools vs. GeoAnalytics Server (ArcGIS Blog Post)<\/span><\/a><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"-\" data-font=\"Calibri\" data-listid=\"2\" aria-setsize=\"-1\" data-aria-posinset=\"0\" data-aria-level=\"1\"><a href=\"https:\/\/learn.arcgis.com\/en\/paths\/distributed-analytics-for-big-data\/\"><span data-contrast=\"none\">Distributed analytics for big data (Discovery path)<\/span><\/a><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/li>\n<\/ul>\n"}],"authors":[{"ID":10102,"user_firstname":"Joshua","user_lastname":"Clifford","nickname":"Joshua Clifford","user_nicename":"jclifford","display_name":"Josh Clifford","user_email":"jclifford@esri.com","user_url":"","user_registered":"2019-11-13 14:04:25","user_description":"Josh is a Product Engineering Writer with a background in geography and comparative literature. When he isn't writing for the field apps team, he enjoys reading short stories, trying new recipes, and playing his bass clarinet.","user_avatar":"<img data-del=\"avatar\" src='https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/03\/josh-213x200.jpg' class='avatar pp-user-avatar avatar-96 photo ' height='96' width='96'\/>"},{"ID":7431,"user_firstname":"Bethany","user_lastname":"Scott","nickname":"Bethany Scott","user_nicename":"bethanyscott","display_name":"Bethany Scott","user_email":"BScott@esri.com","user_url":"","user_registered":"2018-03-21 18:21:18","user_description":"Bethany (she\/her) is a Product Engineer on the Data Pipelines team and the GeoAnalytics team. Her background is in biology and GIS with experience in data management and spatial-temporal analysis.","user_avatar":"<img data-del=\"avatar\" src='https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/06\/profilepic1-scaled-e1655920667529-213x200.jpg' class='avatar pp-user-avatar avatar-96 photo ' height='96' width='96'\/>"}],"related_articles":"","card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2021\/03\/ship_wake826x465.jpg","wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2021\/03\/ship_wake1920x1080-min.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>Dev Summit 2021: GeoAnalytics in ArcGIS Pro<\/title>\n<meta name=\"description\" content=\"Use GeoAnalytics in ArcGIS Pro to understand the environmental impact of ocean vessel traffic.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, 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