Latest Contributions by CanserinaKurnia

Scripting and modelling play a crucial role in the spatial data science framework and are essential skills in any data science-related courses. ArcGIS Notebooks provide a seamless way to work with Python code and spatial data from within ArcGIS platform.  It is a tool for GIS professionals, data scientists, and developers who want to work with geospatial data in a collaborative and interactive environment. ArcGIS Notebooks offers a similar user-friendly Jupyter Notebook coding environment and more: Integration of live code with media content like visualizations, equations, and text. The markdown feature that helps users describe their work with explanatory text, graphics, and more. Creation and insertion of code snippets Automation scheduling tasks to run your notebook non-interactively at a recurrent interval Integrated user interface to easily search for and add spatial data, services, analysis tools, Access to GIS analysis tools in ArcGIS Online and ArcGIS Enterprise to run them within the codes   Where to find ArcGIS Notebooks? ArcGIS Notebooks can be found in ArcGIS Online, ArcGIS Enterprise and ArcGIS Pro.   All the three includes pre-defined notebook environments (“runtimes”) that contain over 400 open-source Python libraries, plus the ArcGIS API for Python and ArcPy.  This means that you can run ArcPy tools in ArcGIS Online and ArcGIS Enterprise, in addition to ArcGIS Pro.      ArcGIS Notebooks in ArcGIS Online   ArcGIS Notebooks in ArcGIS Online is a software-as-a-service (SaaS) offering. Run in the browser, no installation needed It automatically recognizes the user identity authenticated by ArcGIS Online It comes with three runtimes with different resources: Standard, Advanced and Advanced with GPU. Stored as items in ArcGIS Online, which makes it easy to share code and collaborate with other users in the organization.  An existing, standalone IPYNB files can be uploaded into ArcGIS Online as Notebook items. Easily create and store multiple snapshots of notebooks to backup your work, and restore your notebook to a previous state if needed Includes Esri Sample Notebooks, which have examples to demonstrate many different spatial data science workflows.  They are a useful resource for teaching/learning Python and can be easily adapted to your specific workflows. Note:  You will need your ArcGIS Online administrator to enable a few user privileges in the setting to use ArcGIS Notebooks in ArcGIS Online.  Refer to this PDF lesson on how to enable ArcGIS Notebooks for your organization.    More info about ArcGIS Notebooks in the cloud with ArcGIS Online.   ArcGIS Notebooks for Enterprise     Deploy ArcGIS Notebook Server within ArcGIS Enterprise that runs in your own infrastructure and behind firewall Supports all notebook capabilities and sample notebooks as listed for ArcGIS Notebooks in ArcGIS Online. Supported on Microsoft Windows, various Linux OS, and on AWS or Azure Cloud platforms Serve the users across the network Scalable for larger projects, with multi-machine and multi-licensed sites Support automation of Notebook workflows, via portal web hooks, and publishing of notebooks as a web tool The notebook runtimes are updated with each release with new packages and /or updated version of existing packages Can extend to include additional Python libraries in a custom runtime. Has access to all ArcGIS Enterprise analysis capabilities, including Standard Analysis, Raster Analytics and ArcGIS GeoAnalytics Server tools Learn ArcGIS Notebook Server in ArcGIS Enterprise    ArcGIS Notebooks in ArcGIS Pro     ArcGIS Pro Notebooks is part of ArcGIS core functionality.  No additional installation or license needed. They are included within ArcGIS Pro as items within the project.  Users can easily import existing, standalone IPYNB files into ArcGIS Pro projects as Notebook items. They can be used side-by-side with ArcGIS Pro maps.  This means that analysis results from the Notebook can be immediately viewed in a geographic context and incorporated into other analysis, mapping, and visualization workflows.  Includes the capabilities for users to drag and drop layers, datasets, folder connections, etc. from the Catalog, Contents, and Geoprocessing history directly into notebook cells. Learn How to create and add Python notebooks in ArcGIS Pro   ArcGIS Notebooks for Teaching ArcGIS Notebooks is an ideal tool for teaching data science courses. It enables students to learn Python in a practical and interactive way by providing a step-by-step interface for spatial data analysis tasks. With the web-based version, students can access it from anywhere, making it easy for them to collaborate on projects and assignments. Using ArcGIS Notebooks, instructors can create interactive notebooks as teaching materials, and assignments.  Because it is part of ArcGIS, it is a lot easier for the students to access the data or layer hosted in ArcGIS from within ArcGIS Notebooks.  In addition, with ArcGIS Notebooks, it is not necessary to manage multiple Python environments or keep libraries consistent and up to date between them. ArcGIS Notebooks includes hundreds of data science libraries and can add more libraries. The three deployments are included with Esri Education Program licenses.  Contact your Esri license administrator for access to ArcGIS Pro, ArcGIS Notebooks in ArcGIS Online, or ArcGIS Notebooks in ArcGIS Enterprise.   Following tutorial series can be adopted for the classroom Teach with ArcGIS Notebooks  Learn Python with ArcGIS Notebooks  ArcGIS Notebooks Fundamentals ArcGIS Notebooks Basics Data Science Workflows Using ArcGIS Notebooks Analyze imagery with ArcGIS Notebooks Additional Resources for ArcGIS Notebooks FAQ for ArcGIS Notebooks in the Cloud ArcGIS Notebooks product page Resources for spatial data science Spatial Data Science in Higher Education Spatial Analysis and Data Science Spatial Statistics Spatial Data Science MOOC A Guide to Spatial Data Science Courses in Esri Academy   For questions, or if you need assistance, or would like to connect, feel free to contact Canserina Kurnia at ckurnia@esri.com. ... View more

Esri consistently releases new content, updates, and resources related to their products, solutions, apps, and applications, as well as best practices, success stories, recorded webinars, and more. Although these resources are posted in various locations, they can be difficult to find. This blog provides a comprehensive list of all the April’23 technical highlights and resources from Esri. It is a buffet-style list, so feel free to pick and choose the topics that interest you. I hope you find this information useful!. Products, Solutions & Apps What’s new in ArcGIS Enterprise 11.1 here What’s New in ArcGIS Excalibur (April 2023) here What’s new in ArcGIS Insights 2023.1 here What’s new in the ArcGIS Maps SDK for JavaScript, v4.26 livestream - available now! here What’s New in ArcGIS Mission 11.1 here What’s new for Spatial Statistics in ArcGIS Pro 3.1 here What’s new in ArcGIS StoryMaps (March 2023) here What’s new in ArcGIS Workflow Manager 11.1 and ArcGIS Pro 3.1 here What’s new in ArcGIS Maps SDKs for Native Apps 200.1 here What’s new in the 420 release of ArcGIS for AutoCAD here What’s new in ArcGIS GeoEvent Server 11.1 here ArcGIS Solutions for ArcGIS Enterprise 11.1 here Roadway Management Solution Released here Cemetery Management Solution Released here Immunization Outreach Solution Released here ROW and Easement Data Management Solution Released here Crime Problem Management Solution Released here What’s new in the ArcGIS Solutions March 2023 Release here What’s new with the ArcGIS Utility Network at ArcGIS Enterprise 11.1 here Announcing ArcGIS Maps SDKs for Game Engines 1.2 here Introducing the ArcGIS Maps SDK for Swift Toolkit v200.1 here Announcing ArcGIS Maps SDK for Qt 200.1 here Patches & Environment ArcGIS Pro 3.1 Patch 1 (3.1.1) from app and My Esri here Portal for ArcGIS Security 2023 Update 1 Patch is now available here   Other Topics   High Level Digital Twins and the Store of the Future here NextTech: Seeing a Company’s Solar Potential here A Call for Collaboration Strengthens Corporate Security here WhereNext Confidential: What’s All This Talk about the Enterprise? here Fast Four: Toward a Nimble Supply Chain here How Geospatial Technology Can Revolutionize Construction here Sharks, Science, Story: How the Washington Post Approaches Climate Journalism here NYC: Few Cities Are Doing More to Map and Respond to Rising Waters here Digital Twin Boosts Growth, Sustainability Planning in Maryland County here Mapping LA’s Flood Risk at Unprecedented Detail Reveals Hidden Risks here Vision Zero: Maps Fuel Funding for Equitable Traffic Safety in Louisville here A Network Digital Twin Helps Brazil Utility Expand Renewable Energy here The Smithsonian Museum Uses Immersive Maps to Spark Wonder and Offer Hope here NASA Scientists Embark on a Historic Project to See All the World’s Water here Environmental Digital Twins and Earth Stewardship here A Digital Twin of Ports and Channels Helps Army Corps Maintain US Waterways here ArcGIS Using Imagery and Demographics to Address the Challenges of Rapid Urbanization here New Technical Support Experience Now Live here ArcGIS AllSource Create your first Timeline in ArcGIS AllSource here ArcGIS AllSource:  The New Arsenal Against Cyber Threats here ArcGIS Business Analyst Convert ArcMap BDS Files to Statistical Data Collections to Modernize Your Custom Data. here ArcGIS CityEngine 7th Annual ArcGIS CityEngine User Meeting: April 13 in Redlands, CA here ArcGIS Enterprise New in ArcGIS Enterprise 11.1: custom data feeds here ArcGIS Experience Builder Make an in-app tutorial in ArcGIS Experience Builder here Mars rovers and in-app tutorials in ArcGIS Experience Builder here ArcGIS Field Maps Field Maps: Q&A for Efficiency Webinar on March 15, 2023 here ArcGIS GeoEvent Server Working with Verizon Connect Reveal in ArcGIS GeoEvent Server here ArcGIS GeoPlanner Green infrastructure in ArcGIS GeoPlanner here ArcGIS Hub A quick start guide to ArcGIS Hub Basic here ArcGIS Image for ArcGIS Online Updating your hosted imagery layer with ArcGIS Image for ArcGIS Online here ArcGIS Indoors Loading IFC files into the ArcGIS Indoors Model here ArcGIS Insights Introducing the ArcGIS Insights Report Designer here ArcGIS Instant Apps Create simple filter apps with Interactive Legend here ArcGIS IPS Indoor Wayfinding at Frankfurt Main Station - International IMGIS Conference here ArcGIS Living Atlas How to find (and style!) detailed water polygons for your map here A Layered ‘Physical Geography’ Basemap here Map in a Minute: Tornado Outbreaks Using Living Atlas here High resolution data updates to Living Atlas World Elevation Layers (March 2023) here The Broadband Data Collection and ArcGIS Living Atlas of the World here ArcGIS Maps SDK for.NET Eight essential real-time techniques with ArcGIS Maps SDKs for Native Apps here ArcGIS Maps SDK for JavaScript Build accessible web apps with ArcGIS Maps SDK for JavaScript and Calcite Design System here ArcGIS Online How to emboss an imagery basemap here Map in a minute: Map sea level rise using ArcGIS Online and ArcGIS Living Atlas here Use swipe in Media Map here Apps you can use to swipe or compare here ArcGIS Pro Create a wildlife corridor with the new Least Cost Corridor tool in ArcGIS Pro here Use H3 to create multiresolution hexagon grids in ArcGIS Pro 3.1 here True Orthos - A Valuable Product You Should Re-Think here Conda Init and ArcGIS Pro here Discover the Latest Capabilities of ArcGIS Roads and Highways at the GIS-T Conference here Build, Analyze, and Filter Catalog Layers in ArcGIS Pro here What/u2019s new in ArcGIS Maritime for ArcGIS Pro 3.1 here Automating Topographic Map Production - Webinar here Let it snow! here Boost your Geoprocessing productivity with these enhancements in ArcGIS Pro 3.1 here ArcGIS StoryMaps Lessons from the winners of the 2022 ArcGIS StoryMaps Competition here Media layers & ArcGIS StoryMaps: a treasure trove of possibilities here ArcGIS Utility Network How To Create a Trace Network in ArcGIS Pro here Developers Toward a Comprehensive Developer Story Around Imagery here   Training & Webcasts   New training courses here ArcGIS Drone2Map Basics Web Course here Creating 3D Features Using Editing Workflows Web Course here Data Skills for Teachers: Creating Attributes to Support Inquiry Web Course here Design Principles to Enhance the Visual Appearance of an ArcGIS Insights Workbook ArcGIS Lab here Mapping Racial Disparities in Breast Cancer Mortality Rates w/ ArcGIS Insights Online ArcGIS Lab here Exploring Demographic Data Using ArcGIS Insights Online ArcGIS Lab here 14 web courses updated for ArcGIS Pro, 2 videos   Webinars   Upcoming Webinars here Automating Topographic Map Production 4/26 7-8 AM PT here Esri Mid-Atlantic Region Lunch & Learn - Communicating Success 4/27 12-1 PM ET here Take ArcGIS Utility Network to the field with ArcGIS Field Maps 5/2 10-11 AM PT here Modernizing CompStat with Esri’s Crime Reduction Statistics Solution 5/9-5/10 various here Spatial Analysis in ArcGIS Online Map Viewer 5/9 9-10 AM PT here Digital Twin Approaches and Strategies for Urban Planning 5/10 9-10 AM PT here Modern GIS is Web GIS: Teaching GIS Using ArcGIS Online 5/10 10-11 AM PT here Leveraging Indoor GIS on Campus 5/11 10-11 AM PT here Automating Paper Chart Production 5/23 7:30-8:30 AM PT here Mid-Atlantic Region Lunch & Learn: Establishing a Publication Strategy 5/25 12-1 PM ET here   Recorded Webinars What’s New in ArcGIS Survey123 March 2023 Webinar here AI in AEC 2023 – AI in AEC: Delivering beyond all expectations here Hidden Gems from Recent ArcGIS Updates: April 2023 here Jump-Start Place-Based Policing with Esri’s Daily Activity Dashboard Solution here A Geographic Approach Strengthens Environmental Health Practices here Optimize Transit Route Planning Webinar here Mapping the Energy Movement Webinar Series - Webinar 1 - march 30, 2023 here Integrated Methods for Urban and Regional Planning with ArcGIS Urban here 2023 Esri Developer Summit here Big Data Real Use Cases Stories here ArcGIS Maps SDK for Javascript: Working with RouteLayer here Building Web Applications and Notebooks with ArcGIS Knowledge here Climate Mapping for Resilience & Adaptation here Extending the OSDU Data Platform with the Geospatial Consumption Zone (GCZ) here ArcGIS Survey123 Web Designer Webinar here Leveraging Data Models for Ports here Airport Airfield Inspections here ArcGIS Survey123 Tricks of the Trade: Create Report Templates here Tips to Activate a Geospatial Adoption Strategy here What’s New: ArcGIS Maps SDK for JavaScript v4.26 here   ... 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If you are an educator, researcher, or part of the campus operation staff who uses remote sensing technology and imagery data, you may be interested in attending the Esri Imagery and Remote Sensing Educators Summit. It is an annual virtual event on April 19, 2023, hosted by Esri Education team, in collaboration with our academic partners.    Here are 5 reasons why you should attend the Esri Imagery and Remote Sensing Educators Summit: 1. Learn about the latest Esri technologies and trends The summit provides an opportunity to learn about the latest technologies and trends in the field of remote sensing and imagery from Esri. From cloud-based processing and visualization tools to deep learning and reality mapping, you'll get insights into emerging technologies and how they can be applied in teaching and research. 2. Hear from experts in the field The summit brings together experts in the field of remote sensing and imagery, from academia and industry who will share their thoughts, expertise, and knowledge on teaching and developing skills in technology during the panel discussions.  3. Learn from each other and get inspired The summit is a great opportunity to learn some projects in the field of remote sensing and imagery from the lightning talks by the educators and students.  4. Get involved The summit also provides you an opportunity to participate in the panel discussion, sharing your thoughts and opinions on the topic of shaping the future of imagery and remote sensing in academia 5. Get access to the latest resources The summit offers a range of resources to support learning and teaching imagery and remote sensing, including web courses and curriculum packages. Registration is now open and attendance is free We hope to see you at this years’ Summit and have a valuable experience. ... View more

Esri Demographics can simplify and enhance teaching, research, advance analyses, and enhance decision-making across university departments. Following is the list of resources related to Esri Demographics, how to access, use and learn about it.   Education chat  Understand Esri Demographics and Uncover New Opportunities in Education Recording | Slide deck   Get started with Demographics - Learn Lessons https://learn.arcgis.com/en/paths/get-started-with-esri-us-demographics/ Explore US demographics through guided lessons provided by Esri’s team of data developers. Learn how to understand, interpret, and best use demographics.   A Tour of Living Atlas Demographics https://storymaps.arcgis.com/stories/374e064c30d646bbb8c3698cebe141b4 The People category  of Living Atlas includes essential information about population, the housing and neighborhoods in which people live, the jobs that provide their incomes, how they spend their time and money, and their health and safety.   Resources - Esri Demographics https://www.esri.com/en-us/arcgis/products/data/resources Helping you access and understand Esri Demographics data.   Data Browser https://la.arcgis.com/databrowser/index.html Search thousands of data attributes for more than 170 countries or regions.   Know Your Neighborhood – app https://www.esri.com/en-us/arcgis/products/data/overview/#data-demo Esri data can unlock powerful insights about people and places in an area of interest. Use the Know Your Neighborhood app to explore data by ZIP code.   Buy Esri Reports https://www.esri.com/en-us/arcgis/products/data/reports Get amazing facts based on location.   Esri Demographics Blog https://www.esri.com/arcgis-blog/?s=#%20&products=esri-demographics Get a fresh take on demographic data   Additional Resources Esri Data Catalog (U.S.) Esri Data Catalog (2020 Census Edition) (U.S.) Data Methodology Documents   For questions, or if you need assistance, or would like to connect,  feel free to contact Canserina Kurnia at ckurnia@esri.com. ... View more

ArcGIS Insights  is analysis software that fuses location analytics with open data science and business intelligence workflows. It provides tools for geo-visualization and analytics to get a better understanding of your data.   Following is list of resources for learning and incorporating ArcGIS Insights into your courses: ArcGIS Insights Lab Website full of even more links and information about using ArcGIS Insights, maintained by the Insights Dev Team Webinar Recording Gain more Insight through Spatial Data Science and Geovisual Analytics Video Channels Videos about ArcGIS Insights organized by topic. Get Started with ArcGIS Insights Videos Analysis and Data Science in Insights ArcGIS Insights Industry Examples / Case Studies Blog Channels Blogs on ArcGIS Insights and location analytics organized by theme and topic Geovisual Analytics and Data Analysis Data Visualization Techniques Reports and Sharing Use or Write R/Python Scripts in ArcGIS Insights ArcGIS Insights Cookbook Tricks, Hacks, and Short Cuts Written by the Insights Dev Team for particular scenarios, beginning to advance. Example Insights Reports Real-world examples of ArcGIS Insights reports.   For questions, or if you need assistance, or would like to connect,  feel free to contact Canserina Kurnia at ckurnia@esri.com. ... View more

Geospatial technology has been proven to help businesses reduce costs, optimize service levels, increase network resilience, and contextualize supply network impacts.  Demand for highly trained location analysts has increased significantly.  Find here list of resources to incorporate location analytics in business, for learning, teaching, and research.  The lessons are particularly tailored to supply chain management, taking examples from real-world scenarios.  Special thanks to TCU-Neeley School of Business and University of Redlands for sharing some of the teaching materials. Lessons are designed to use Esri SaaS products:  ArcGIS Online and ArcGIS Business Analyst Web.  Lesson: Selecting Tesla’s Next Giga Factory Map and visualize, analyze and select an optimal location for establishing a new Tesla production facility based on today's manufacturing network. Lesson:  Burns Shoes - Tracing the Supply Chain Gain an understanding of the supply chain network and analyze how it connects and impacts space within the context of a small manufacturer of running sneakers. Lesson: Burgertastic Expansion Determine and evaluate the best additional distribution candidate sites for a restaurant network using ArcGIS Online Lesson: BNSF – Rolling into the Future Evaluate new regional growth opportunity to determine what industry will meet growth objectives and where to expand logistics center footprint.   Lesson: Chick-fil-A Regional expansion based on market demands   Determine number of distribution centers needed and strategically located in the western region to meet the demand forecasted for the next 3 years. Hands on Activities to each Location Analytics in business Education These activities have been used in a variety of schools of business, and focus on developing spatial thinking, critical thinking, and problem solving with GIS.  Along with each lesson is the answer key. Learn ArcGIS lessons related to business GIS Various lessons related to application of location analytics in business using real-world scenarios   More resources Recording webinar: Adding location analytics to supply chain business education   Journal Article on Adaptive Logistics: Conceptualising strategies and best practices from humanitarian emergency supplies distribution 5 Shining examples of the use of GIS in university schools of business Location Analytics in Business Education   For questions, or if you need assistance, or would like to connect,  feel free to contact Canserina Kurnia at ckurnia@esri.com. ... View more

Within academia, drone solutions are proving to be valuable data sources for teaching, research, and campus operations. Drones can produce many useful 2D (orthophotos, dynamic mosaics, and elevation products) and 3D (point clouds and textured meshes) products. They are widely used as inputs for raster analysis.  Find here list of resources to learning, teaching, and research using ArcGIS Drone2Map and Site Scan of ArcGIS (Updated 4/4/2024) Recorded Webinars Taking Flight: Drone Solutions for Academia (webinar) – Recording | Slide decks 2D and 3D Drone Collection, Processing and Analysis with ArcGIS Drone2Map and Site Scan for ArcGIS (education chat) – Recording | Slide deck Blog ArcGIS Drone2Map and Site Scan for ArcGIS:  How do they differ from one another? ArcGIS Drone2Map Education Program Updates Higher Ed Guide to Esri E-Learning for Imagery and Remote Sensing   ArcGIS Drone2Map  ArcGIS Drone2Map ArcGIS Drone2Map Workflows (video series) Lessons: Lessons using Standard license: Create 2D products with ArcGIS Drone2Map (Learn) Evaluate the accuracy of ground control points (Learn) Lessons using Advanced license: ArcGIS Drone2Map Basics (Web course Esri Academy) Using Tile-Based Processing in ArcGIS Drone2Map (ArcGIS Lab – Esri Academy) Workflow Creating drone imagery products with ArcGIS Drone2Map  Community (post/read questions, blogs, and ideas) Workshop: Getting Started with ArcGIS Drone2Map   Recording (Passcode: #a2kS*=%) Slide deck   Site Scan for ArcGIS  Site Scan for ArcGIS  Lessons: Getting Started with Site Scan for ArcGIS (Web course Esri Academy) Creating Imagery Products with Site Scan for ArcGIS  (Web course Esri Academy) Workflows Capturing drone imagery with Site Scan Flight for ArcGIS Creating drone imagery products with Site Scan Manager for ArcGIS Site Scan Flight simulator setup recording demo Community (post/read questions, blogs, and ideas)   For questions, or if you need assistance, or would like to connect,  feel free to contact Canserina Kurnia at ckurnia@esri.com. ... View more

Recently, a number of institutions are experiencing problem in using Single Sign On (SSO) to login to their ArcGIS Online org.   The following explains the reason and action needed:   ArcGIS Online Organization administrators who have enabled the advanced SAML options ‘Enable Signed Requests’ and/or ‘Encrypt Assertion’ will need to obtain the new ArcGIS Online Service Provider metadata file and associate it with their Identity Provider before September 25, 2022. Customers using these advanced SAML options who do not upload the updated ArcGIS Online metadata file containing the new certificate to their identity provider (eg. Azure Active Directory Enterprise Applications with Token Encryption) before this date will receive an IDP specific error when they attempt to sign into ArcGIS Online with an Enterprise account.  The new ArcGIS Online SAML certificate will expire 9/27/2023. The full story and step-by step instruction to obtain the updated metadata file can be found in this blog: https://www.esri.com/arcgis-blog/products/arcgis-online/administration/action-required-to-continue-using-saml-with-arcgis-online-2022/ If you experience the same issue (broken SSO login to ArcGIS Online), please work with your IT team and apply the instructions written in the above blog.    In addition, we would like to suggest the following practices tips for ArcGIS Online Administrators, Have both SSO Admin account AND Built -in Admin account.  So, if you encounter a problem login using SSO, you can still use the built-in account through www.arcgis.com.   Keep the ArcGIS Online Administrative contacts current in your ArcGIS Online (Settings > General), to keep receiving any communications from Esri Customer Service.   More than one contacts can be added. If you need more assistance in troubleshooting the above issue, feel free to contact Esri Technical support. ... View more

Higher Education Spatial Data Science SIG Education Summit, 2022 Sunday, July 10,  12:00 p.m. — 1:00 p.m. Marriott - Pacific Ballroom 14   Description: Join and connect with colleagues who are running or have interests in running spatial data science course/program. Find supporting technology and resources available from Esri for teaching spatial data science. List of resources: Spatial Data Science in Higher Education A Guide to Spatial Data Science Courses in Esri Academy Spatial Data Science MOOC  Spatial Data Science in Learn ArcGIS Esri Press Spatial Analysis and Data Science Spatial Statistics   For more info or need assistance or collaboration, contact Canserina Kurnia (ckurnia@esri.com) ... View more

2022 Education Summit Getting Started with Drone Solutions Technical Workshop     Description: Drones offer an affordable and accessible option to capture high-resolution imagery of local areas for teaching and research in many disciplines. Learn basic workflows for capture and processing drone imagery. List of Resources Slide deck ArcGIS Drone2Map product info Education chat recording Education blog Esri Academy – Tutorials and videos Learn ArcGIS – Real world scenarios Search for: Drone Imagery Deep Learning For more info or need assistance or collaboration, contact Canserina Kurnia (ckurnia@esri.com) ... View more

2022 Education Summit  Spatial analysis with ArcGIS Notebooks Technical Workshop – Hands-on     Description: ArcGIS Notebooks provide a Jupyter notebook experience optimized for spatial analysis. Combine industry-leading spatial analysis algorithms with open-source Python libraries to build precise spatial data science models. This workshop will introduce workflows for using ArcGIS Notebooks for spatial analysis and provide resources for further learning. The hands-on lab is using a Learn lesson:  Understanding Web GIS Using ArcGIS Notebooks   Resources Link to slide deck Learn path Learn Python with ArcGIS Notebooks Teach with ArcGIS Notebooks Esri training MOOC Spatial Data Science: The New Frontier in Analytics Next offering Oct 5, 2022.   Open for Registration Esri Press books for Python Python Scripting for ArcGIS Pro Advanced Python Scripting for ArcGIS Pro Get faculty sampling copy from vitalsource.com Teaching with ArcGIS Notebooks - webinar recording For more info or need assistance or collaboration, contact Canserina Kurnia (ckurnia@esri.com)   ... View more

For June 2022 edition of GIS in Higher Education Chat, we presented the topic “Visualizing and Interacting Temporal Data with ArcGIS”. Three Product Engineers shared the latest methods for visualizing temporal data using ArcGIS API for JavaScript, ArcGIS Online and ArcGIS Pro. The recording is now available. In the GIS in Higher Education Chat hubsite, you can also find the links to recording and resources of past topics, and information for upcoming topics.  Following are the links to the web maps/apps shown during the presentation and links to resources for each product: Working with temporal data slide deck ArcGIS API for JavaScript TimeSlider widget sample Visualizing change over time (blog) App examples: Wayback Mexico census app (Swipe widget) Mexico census app (Above and below theme) National Park app Filter features with the TimeSlider TimeSlider with offset  Time enabled bookmarks FlowRenderer sample  ArcGIS Online Volcanoes sample Flow Renderer (blog) Covid sample ArcGIS Pro Help topics on: Overview of time Set the time properties on data Visualize temporal data using the time slider As always, feel free to contact me (ckurnia@esri.com) if you need more info or have questions. ... View more

Imagery & remote sensing technologies have advanced rapidly. High resolution and up-to-date raster data are increasingly becoming widely available from satellites, planes, and drones, along with scientific, elevation, categorical and multidimensional datasets. New tools and workflows make working with imagery faster and easier, both on desktop and cloud.  Following is the list of resources: Presentation slide deck (presented on the Technology Track at 2022 ISPRS Congress) Ready-to-Use Apps Landsat Explorer Sentinel-2 Explorer Earth Observation Explorer World Imagery Wayback Gallery of imagery apps from Esri Ready-to-use imagery and apps (StoryMap) Build your own imagery app (StoryMap) Story Maps featuring imagery Get started with imagery (Lesson) ArcGIS Image for ArcGIS Online Get started with ArcGIS Image for ArcGIS Online (a blog with comprehensive list of resources) Try ArcGIS Image for ArcGIS Online (tutorial series) Deep Learning using ArcGIS Image for ArcGIS Online  Analyze imagery with ArcGIS Notebooks (tutorial series) ArcGIS Pro Introduction to the ArcGIS Pro Image Analyst Extension ArcGIS Pro Imagery Lesson gallery ArcGIS Notebooks, Python, R and APIs ArcGIS Developer ArcGIS Notebooks R-ArcGIS Bridge ArcGIS Notebooks in ArcGIS Pro ArcGIS Notebooks in ArcGIS Online Teaching with ArcGIS Notebooks (tutorial series) Learn Python with ArcGIS Notebooks (tutorial series) R-ArcGIS Bridge lesson Downscale climate data with machine learning Identify an ecological niche for African buffalo ArcGIS Drone2Map Incorporating ArcGIS drone solutions into your classes  Data ArcGIS Living Atlas of the World – Imagery content ArcGIS for Microsoft Planetary Computer Datasets available through the Planetary Computer API Imagery Workflows Imagery Workflows website : https://doc.arcgis.com/en/imagery/workflows/ Deep Learning in ArcGIS How to get started learning and teaching deep learning analysis in ArcGIS Pretrained deep learning models Pretrained deep learning packages  Teaching materials to aid the development of university-level curricula Introduction to Imagery & Remote Sensing Getting Started with Imagery and Remote Sensing Education Resources Image and Raster Analysis Tools in ArcGIS – (a blog with comprehensive list of resources) Imagery and Remote Sensing e-learning guide Learn ArcGIS Esri Academy course catalog Esri MOOC – Imagery in Action Esri Press books for imagery and remote sensing The ArcGIS Imagery Book GIS for Science Technology Showcases Webinar series for imagery and remote sensing in higher education Webpages Imagery and Remote Sensing in Higher Education Imagery in ArcGIS overview ArcGIS Image  Events: Esri Imagery and Remote Sensing Educators Summit Contact: Contact Esri Education team Contact Esri offices and distributors Join Esri Community - Education and subscribe to Education blog   For questions, if you need assistance, or would like to connect,  feel free to contact Canserina Kurnia at ckurnia@esri.com. ... View more

ArcGIS Image for ArcGIS Online, is a complete SaaS offering that provides capabilities for hosting, analyzing, and streaming imagery and raster collections in the cloud.  It provides a new option for performing image analysis in the cloud without the need to install any software.  For those who are teaching, this product provides an easy way for the students to learn image analysis and exploration.   Following is a list of topics and resources to help you getting started and get familiar with ArcGIS Image for ArcGIS online. Webinar:  Introducing ArcGIS Image for ArcGIS Online:  Access to recording | Slide deck Enabling ArcGIS Image for ArcGIS Online The following steps need to be executed by ArcGIS Online Administrator Sign-in to your ArcGIS Online org as Administrator  Choose Organization > Licenses Scroll down and find section for User type extensions Click Manage Assign the extension to the members who will need to use the extension  Notes: If you are using custom role for your members, in addition to enable user type extension, the following privileges (in Settings) need to be turned on: Publish hosted tiled imagery layers (Content) Publish hosted dynamic imagery layers (Content) Image Analysis (Premium Content)   Publish imagery layers All imagery files must be published into hosted imagery layers in ArcGIS Online.  There are two types of hosted imagery layers supported in ArcGIS Online. Tiled imagery layers Tiled imagery layers – Analysis and rendering are done on the client machine, and imagery is processed as static tiles for faster rending. It is still maintained full pixel fidelity.  Tiled imagery layers can be used for analysis, and support different bands, bits, and multiple dimensions. It is fast and performant, takes less credits to use, and better in handling many requests.   Tiled imagery layers support all sharing options, including Public.   Resources to learn more about tiled imagery layers: Create Tiled Imagery (2:11 video) Work with Tiled Imagery (3:01 video) Dynamic imagery layers Dynamic imagery layers – Analysis and rendering are done one the ArcGIS Online server machines, and image collections are supported, maintaining the original image file formats.  It is based to serve for overlapping, multiresolution, multitemporal imagery or image collections (analogous to mosaic datasets).   Dynamic imagery layers cost more credits to serve and at this release, dynamic imagery layers cannot be served publicly. Resources to learn more about dynamic imagery layers: Create Dynamic Imagery (1:59 video) More on the topic:  Your Guide to Sharing Imagery & Raster Data  Best practices: We recommend using Tiled imagery layers first, as it is powerful, faster performance, can be used for analysis, and takes less credits for storing and performing analysis. If it does not work for your workflow, then try Dynamic imagery layers.   Performing Raster Analysis Once you have your imagery published to your organization, you can use raster analysis tools and raster functions accessible from Map Viewer (Classic).  Inputs and output can be from tiled or dynamic imagery layers. Raster Analysis Tools In the current release, there are 20 + Raster Analytics tools, from simpler tools such as Extract Raster and Calculate Slope to more advance tools such as detect Objects Using Deep Learning and Aggregate Multidimensional Raster. Resources to learn about raster analysis in ArcGIS Online: ArcGIS Image for ArcGIS Online: Analysis (video: 5:39) Raster analysis tools Note: For all Raster analysis tools, ArcGIS Online will prompt for confirmation when more than 50 credits will be required for analysis.  Raster Functions In additional to ready-to-use raster analysis tools, there are 150 + Raster Functions available to use, together with Raster Function Editor, a visual programming interface for building imagery and raster analysis processing chains, that further can be saved as raster function templates. Resources to learn about raster function in ArcGIS Online: Raster functions Raster Function Editor   Access for developers Access to imagery layers and raster analysis can also through ArcGIS Python libraries:  ArcGIS API for Python: A simple and lightweight library for managing imagery and raster data, managing Web GIS, and performing advanced image analysis ArcPy: A comprehensive and powerful library for imagery and raster analysis, data management and conversion Use ArcGIS Notebooks in ArcGIS Online or ArcGIS Pro as the IDE for working with these libraries. NEW LESSON:  Analyze imagery with ArcGIS Notebooks   Best Practices Some best practices to consider for working with ArcGIS Image for ArcGIS Online for teaching or research: Set credits limit for each member working imagery data and analysis, enough for them to work comfortably (e.g set for 1000 – 3000 credits to start with).  Administrator can add more credits if necessary For teaching, recommended workflow is for the Instructor to publish the raster dataset into Imagery layer (preferably Tiled Imagery Layer) and share with the students.  In that way, each student does not need to upload and host the same data, instead use the shared imagery layer for analysis. Clean up (delete) any raster imagery items or intermediate result items that are no longer needed after the class (or in research) to save storage costs   Additional Resources Get overview of the capabilities of ArcGIS Image for ArcGIS Online by watching this video. ArcGIS Image for ArcGIS Online Implementation Guide Get to know ArcGIS Image for ArcGIS Online Lesson:  Learn path on Try ArcGIS Image for ArcGIS Online  Analyze imagery with ArcGIS Notebooks - NEW Blogs: Raster Analytics and Deep Learning in ArcGIS Online Actionable Information from Imagery Direct Publishing of Airbus Imagery to ArcGIS Image for ArcGIS Online using ArcGIS Notebooks ArcGIS Image for ArcGIS Online – Bringing Imagery and GIS analysis together Control the visualization of your imagery with dynamic imagery layers How can tiled imagery layers from ArcGIS Image for ArcGIS Online make your imagery more useful? ArcGIS Image for ArcGIS Online advantages for your organization Contact Canserina Kurnia (ckurnia@esri.com) if you need more information or need assistance in using ArcGIS Image for ArcGIS Online in your classroom or research. ... View more

Following the success of the same event last year, Esri will be conducting 2022 Esri Imagery and Remote Sensing Educators Summit, taking place Thursday, March 31, 2022. This is a great event for all instructors and researchers involved in remote sensing technology.  By attending you can: Participate in conversations shaping the future of imagery and remote sensing in academia. Be inspired by colleagues with innovative teaching approaches that develop skills in technology, critical thinking, collaboration, and problem solving.  Learn more about Esri's latest offerings for imagery, on-premise and in the cloud Discover free resources to support learning, including web courses and course packages. REGISTRATION is now open, and it is complimentary.  Students, especially postgraduate students are welcome as well. To give you some ideas, feel free to take a look of last year (2021) proceedings. Hope to see you there! ... View more