{"id":1503982,"date":"2022-03-10T11:25:58","date_gmt":"2022-03-10T19:25:58","guid":{"rendered":"https:\/\/www.esri.com\/arcgis-blog\/?post_type=blog&#038;p=1503982"},"modified":"2024-01-04T11:26:37","modified_gmt":"2024-01-04T19:26:37","slug":"dev-summit-2022-extending-arcgis-and-spatial-analysis","status":"publish","type":"blog","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis\/analytics\/dev-summit-2022-extending-arcgis-and-spatial-analysis","title":{"rendered":"Dev Summit 2022: Extending ArcGIS and spatial analysis"},"author":6181,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"open","ping_status":"closed","template":"","format":"standard","meta":{"_acf_changed":false,"_searchwp_excluded":""},"categories":[37501,23341,37141],"tags":[758311,34731,27481,43781,25631],"industry":[],"product":[421922,36571,762232,36551,36561,36601],"class_list":["post-1503982","blog","type-blog","status-publish","format-standard","hentry","category-administration","category-analytics","category-decision-support","tag-ai","tag-apis","tag-automation","tag-integration","tag-spatial-analysis","product-arcgis","product-arcgis-enterprise","product-arcgis-knowledge","product-arcgis-online","product-arcgis-pro","product-developers"],"acf":{"short_description":"See how ArcGIS is used to conduct spatial analysis to solve real-world problems and extended to monitor and maintain the organization's assets.","flexible_content":[{"acf_fc_layout":"content","content":"<p>In this morning\u2019s Developer Summit plenary, Jay Theodore and many of our colleagues presented several powerful workflows to showcase ArcGIS as an enterprise-ready automation platform to operate geospatial infrastructure.<\/p>\n<p>We saw how to conduct GIS service autoscaling, manage organizational assets in near-real time, and to use cloud DevOps to automate an ArcGIS Enterprise on Kubernetes deployment.<\/p>\n<p>By adopting these techniques, administrators may be better equipped to minimize effort to effectively monitor and maintain their organization&#8217;s geospatial assets.<\/p>\n<h2>Automate your ArcGIS system<\/h2>\n<p>In this section, see examples of the ways in which ArcGIS is delivered as an enterprise-ready automation platform. Automation can be performed through APIs, low code and no code solutions.<\/p>\n"},{"acf_fc_layout":"kaltura","video_id":"1_awraz0z1","time":false,"start":0,"stop":""},{"acf_fc_layout":"content","content":"<p>Learn more about the demonstrations presented in this section:<\/p>\n<h2>GIS workflow automation<\/h2>\n<p>Nanae conducted incident analysis to identify at-risk populations using hurricane data. She then used a task to automate the analysis to repeat the workflow using the latest incident data available.<\/p>\n<ul>\n<li><a href=\"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-online\/analytics\/dev-summit-2022-analyze-hurricane-incidents-to-determine-at-risk-populations\" target=\"_blank\" rel=\"noopener\">Dev Summit 2022: Analyze hurricane incidents to determine at-risk populations<\/a><\/li>\n<\/ul>\n"},{"acf_fc_layout":"kaltura","video_id":"1_v1j8enpm","time":true,"start":"48","stop":""},{"acf_fc_layout":"content","content":"<h2>Event-driven automation with notebooks<\/h2>\n<p>Yundi and Bill demonstrated how to manage organization assets in near real-time using ArcGIS Knowledge and other ArcGIS capabilities.<\/p>\n<ul>\n<li><a href=\"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-knowledge\/data-management\/dev-summit-2022-manage-organization-assets-in-near-real-time\" target=\"_blank\" rel=\"noopener\">Dev Summit 2022: Manage organization assets in near real-time<\/a><\/li>\n<\/ul>\n"},{"acf_fc_layout":"kaltura","video_id":"1_mhfns617","time":true,"start":"37","stop":""},{"acf_fc_layout":"content","content":"<h2>Automate your deployments<\/h2>\n<p>Eva demonstrated how to use an automated deployment pipeline to create an ArcGIS Enterprise organization.<\/p>\n<ul>\n<li><a href=\"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-enterprise\/administration\/dev-summit-2022-use-an-automated-cicd-pipeline-to-create-an-arcgis-enterprise-organization\" target=\"_blank\" rel=\"noopener\">Dev Summit 2022: Use an automated deployment pipeline to create an ArcGIS Enterprise organization<\/a><\/li>\n<\/ul>\n"},{"acf_fc_layout":"kaltura","video_id":"1_9u81t3nz","time":true,"start":"300","stop":""},{"acf_fc_layout":"content","content":"<h2>Automate your scaling operations<\/h2>\n<p>Shreyas highlighted new autoscaling capabilities in ArcGIS Enterprise on Kubernetes that allow administrators to configure and deploy production systems that respond to unexpected performance demands with minimal intervention and overhead.<\/p>\n<ul>\n<li><a href=\"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-enterprise\/administration\/dev-summit-2022-autoscaling-in-arcgis-enterprise-on-kubernetes\/\" target=\"_blank\" rel=\"noopener\">Dev Summit 2022: Autoscaling in ArcGIS Enterprise on Kubernetes<\/a><\/li>\n<\/ul>\n"},{"acf_fc_layout":"kaltura","video_id":"1_y9ppw7sn","time":false,"start":0,"stop":""},{"acf_fc_layout":"content","content":"<h2>Spatial analytics system<\/h2>\n<p>From data to analytic engines to experiences, see what makes ArcGIS a powerful platform for <a href=\"https:\/\/www.esri.com\/en-us\/capabilities\/spatial-analytics-data-science\/analytics\" target=\"_blank\" rel=\"noopener\">spatial data science<\/a> and GeoAI, applying GIS &#8211; both the science and technology.<\/p>\n"},{"acf_fc_layout":"kaltura","video_id":"1_g2rf9x56","time":false,"start":0,"stop":""},{"acf_fc_layout":"content","content":"<h2>Advancing spatial science<\/h2>\n<p>Lauren Bennett and team showed how ArcGIS is advancing data science with spatiotemporal statistics, multidimensional raster analysis, and Geospatial AI. They present the ways in which spatial analysis can be used in ArcGIS to uncover hidden patterns, aid in decision making, and in turn, solve complex real-world problems. Now, more than ever, our spatial approach is critical to confront complex and interconnected challenges in the world such as climate change, loss of biodiversity, social inequities and more.<\/p>\n"},{"acf_fc_layout":"kaltura","video_id":"1_0m45h0o9","time":false,"start":0,"stop":""},{"acf_fc_layout":"content","content":"<p>Learn more about the demonstrations presented in this section:<\/p>\n<h2>Advancements in spatial statistics<\/h2>\n<p>Alberto Nieto conducted analysis to predict the presence of hospitable habitats for gopher tortoises across the US to assess the effects of various climatic factors on their presence.<\/p>\n<ul>\n<li><a href=\"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-pro\/analytics\/predict-presence-of-events-and-detect-meaningful-changes-across-time\/\" target=\"_blank\" rel=\"noopener\">Dev Summit 2022: Predict presence of events and detect meaningful changes across time<\/a><\/li>\n<\/ul>\n"},{"acf_fc_layout":"kaltura","video_id":"1_9dkfkxcs","time":false,"start":"242","stop":""},{"acf_fc_layout":"content","content":"<h2>Multidimensional raster analysis<\/h2>\n<p>Hong Xu demonstrated how to use Principal Component Analysis (PCA) for spatial and temporal pattern analysis of SST data over several decades.<\/p>\n<ul>\n<li><a href=\"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-pro\/imagery\/spatial-and-temporal-pattern-analysis-of-time-series-imagery\/\" target=\"_blank\" rel=\"noopener\">Dev Summit 2022: Spatial and temporal pattern analysis of time series imagery<\/a><\/li>\n<\/ul>\n"},{"acf_fc_layout":"kaltura","video_id":"1_wf6vgnvg","time":true,"start":"242","stop":""},{"acf_fc_layout":"content","content":"<h2>Geospatial AI<\/h2>\n<p>Ling Tang leveraged the power of deep learning to identify what percent of people in a subset of the Rohingya refugee camps lack access to a washroom within a 2.5-minute walk, which can help optimize facility allocation to better address the growing water and sanitation needs in the settlement.<\/p>\n<ul>\n<li><a href=\"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-pro\/imagery\/use-deep-learning-and-network-analysis-to-optimize-facility-allocation\/\" target=\"_blank\" rel=\"noopener\">Dev Summit 2022: Use deep learning and network analysis to optimize facility allocation<\/a><\/li>\n<\/ul>\n"},{"acf_fc_layout":"kaltura","video_id":"1_8gctm893","time":true,"start":"100","stop":""},{"acf_fc_layout":"content","content":"<h2>ArcGIS Notebooks web tools<\/h2>\n<p>Lingtao Xie showed how to publish a notebook as a web tool to create a route and locate electric vehicle charging stations along the way. Her analysis is based on data provided by the National Renewable Energy Laboratory (NREL).<\/p>\n<ul>\n<li><a href=\"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-enterprise\/analytics\/dev-summit-2022-locate-electric-vehicle-charging-stations-along-a-route\" target=\"_blank\" rel=\"noopener\">Dev Summit 2022: Locate electric vehicle charging stations along a route<\/a><\/li>\n<\/ul>\n"},{"acf_fc_layout":"kaltura","video_id":"1_pd2kehoi","time":true,"start":"41","stop":""},{"acf_fc_layout":"content","content":"<h2>ArcGIS GeoAnalytics On-Demand Engine<\/h2>\n<p>Xirui Xu leverages GeoAnalytics On-Demand Engine within an Azure Databricks hosted notebook to perform custom big data analysis.<\/p>\n<ul>\n<li><a href=\"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis\/analytics\/dev-summit-2022-big-data-analysis-with-geoanalytics-on-demand-engine\/\" target=\"_blank\" rel=\"noopener\">Dev Summit 2022: Big data analysis with GeoAnalytics On-Demand Engine<\/a><\/li>\n<\/ul>\n"},{"acf_fc_layout":"kaltura","video_id":"1_wsnjgryv","time":true,"start":"16","stop":""}],"authors":[{"ID":6181,"user_firstname":"Sara","user_lastname":"Sanchez","nickname":"Sara Sanchez","user_nicename":"saramdsanchez","display_name":"Sara Sanchez","user_email":"ssanchez@esri.com","user_url":"","user_registered":"2018-03-02 00:18:03","user_description":"Sara is a lead product engineer on the ArcGIS Enterprise team. She enjoys spending time at the lake, non-fiction, and cooking.","user_avatar":"<img data-del=\"avatar\" src='https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2021\/06\/sara-s-213x200.jpg' class='avatar pp-user-avatar avatar-96 photo ' height='96' width='96'\/>"},{"ID":7881,"user_firstname":"Jay","user_lastname":"Theodore","nickname":"jtheodore","user_nicename":"jtheodore","display_name":"Jay Theodore","user_email":"jtheodore@esri.com","user_url":"","user_registered":"2018-05-02 22:49:42","user_description":"As Esri\u2019s Chief Technology Officer for Enterprise and AI technologies, Jay Theodore guides the long-term vision of the ArcGIS system, designed for enterprises and infused with advanced Analytics, Data Science and AI techniques.","user_avatar":"<img data-del=\"avatar\" src='https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2021\/04\/JayTheodore-280x280-1-213x200.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\/2022\/03\/enterprise-ready-automation-thumb.jpg","wide_image":false},"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 2022: Extending ArcGIS and spatial analysis<\/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\/analytics\/dev-summit-2022-extending-arcgis-and-spatial-analysis\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Dev Summit 2022: Extending ArcGIS and spatial analysis\" \/>\n<meta property=\"og:url\" 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