- Author: Shane T Feirer
The third day of the ESRI User Conference was an exhilarating deep dive into the world of Artificial Intelligence. The AI Summit, the first of its kind hosted by ESRI, focused on the integration of AI into the ESRI ArcGIS Suite of software and tools. The excitement in the air was palpable as attendees explored the transformative potential of AI in GIS.
AI Summit Highlights
The AI Summit highlighted the strategic incorporation of AI into two broad categories within the ArcGIS ecosystem: GeoAI and AI Assistants.
- GeoAI: This category encompasses advanced AI models and algorithms specifically designed forgeospatial analysis. Attendees learned about howGeoAI can enhance spatial data interpretation, improve predictive modeling, and support more accurate decision-making. The sessions showcased real-world applications, demonstrating howGeoAI is being used to tackle complex challenges. These tools included:
- Deep Learning Models and object detection and pixel classification
- Unstructured text searching and geocoding
- and many others
- AI Assistants: These tools are designed to augment the user experience within theArcGIS platform, making it more intuitive and efficient. AI Assistants leverage generative AI to provide intelligent recommendations, automate routine tasks, and enhance data visualization. The demonstrations highlighted how these assistants can streamlineworkflows, improve productivity, and empower users to extract deeper insights from their data. AI assistants are being included in:
- Help documentation, online and within ArcGIS Pro
- Webmapping - Smart mapping
- Survey 123 webform design
- ArcGIS AI Hub Assistant
- and the list goes on
Innovative Applications and Future Directions
Throughout the day, experts and innovators shared their experiences and insights on the cutting-edge applications of AI in GIS. From machine learning models that classify historic and current aerial photos to AI-driven tools that optimize road condition extraction from full motion video capture, the presentations underscored the vast potential of AI to revolutionize the field.
Exciting Outcomes
One significant outcome of the day was my decision to request access to ArcGIS Hub Premium and its AI Assistant. This powerful tool will enable the querying of geospatial data created and maintained by IGIS and UCANR using AI using a natural language model. This will open up major opportunities for those needing information about UCANR and data that is important to Californians, making it easier to access, analyze, and leverage critical geospatial information.
Looking Ahead
The integration of AI into the ArcGIS Suite represents a significant leap forward, promising to unlock new possibilities for geospatial analysis and decision-making. As the conference progresses, attendees are eager to see how these advancements will continue to evolve and shape the future of GIS.
Perspective on AI
In response to concerns that AI might replace GIS professionals, the panelists provided some important perspectives. They emphasized that GIS professionals may potentially lose their jobs if they don't embrace AI. Just like if a GIS Professional was still using AML or Avenue programming laguages instead of modern languages and tools, they would eventually be replaced by someone who was using new languages and tools. The was reinforced a comment by one panelist who added, "If you lose your job because of AI, it will be to someone who is using AI."
Stay tuned for more updates and insights from the 2024 ESRI User Conference! The journey into the future of GIS, powered by AI, has just begun.
/h2>/h2>/h2>/h2>/h2>- Author: Shane T Feirer
The first day of the 2024 ESRI User Conference was filled with exciting announcements and innovative stories of Conservation and GIS. With around 21,000 attendees in San Diego and an additional people joining virtually, the energy and enthusiasm were palpable.
Plenary
Jack Dangermond and the ESRI team highlighted several new offerings in their plenary session. Notably, they introduced new datasets in the ArcGIS Living Atlas, including a national tile service of parcel boundaries and a feature layer of iNaturalist species observation data. These additions promise to provide users with even more comprehensive and valuable data for their projects.
The Governor of Minnesota, Tim Walz, a former high school Geography teacher, delivered an impassioned plenary speech on the importance of GIS in solving the challenges we face today. He emphasized the critical need for maps, data, and the work that GIS professionals do to address global issues.
New Apps and Features
ESRI also showcased a range of new apps in ArcGIS Online:
- Portfolio App: Designed to help users highlight key maps of interest, making it easier to share important insights with others.
- Web Editor App: This app offers a web-based editing experience similar to editing in ArcGIS Pro, making it more accessible for users to update and manage their data.
- Generative AI in AI Assistants: The inclusion of generative AI enhances the capabilities of spatial analysis, providing users with more intelligent and responsive tools and apps.
Additionally, several new story map templates were introduced, adding more options for users to create compelling narratives with their data.
Looking Ahead
With so many exciting developments on the first day, attendees can look forward to even more innovations and detailed sessions over the next three days. The future of GIS is looking bright, and the tools and features unveiled at this conference are set to drive the industry forward.
Stay tuned for more updates and insights from the 2024 ESRI User Conference in the coming days!
- Author: Andrew J Lyons
- Contact: Sean D Hogan
June 24-28, 2024
CSU Monterey Bay
(plus virtual open)
DroneCamp is a premiere five-day training program that covers everything you need to know to use drones for mapping and data collection.
Curriculum at a Glance
- equipment
- safety & regulations
- flight planning
- manual & autonomous flight
- photogrammetry
- hands-on data processing with Pix4D, OpenDroneMap & ArcGIS Pro
- data analysis & visualization
- research talks & use cases
- educator track - new for 2024!
Now in its eighth year, Drone Camp 2024 will once again provide a unique drone training opportunity designed for a wide range of skill levels and interests, from complete beginners with little to no experience in drone technology, to intermediate users who want to learn more advanced data processing and analysis.
DroneCamp started out as an IGIS workshop, but has evolved into a highly collaborative program with instructors coming from 8 campuses including UC ANR, UC Merced, UC Santa Cruz, CSU Monterey Bay, UC Davis, UC Berkeley, UC Santa Barbara, Lakeland College, and American River College.
DroneCamp 2024 will be held in-person at CSU Monterey Bay June 24-28, 2024. Scholarships to cover the registration fee are available for all ANR academics and staff - but you must apply soon! More info available at DroneCampCA.org.
- Author: Andy Lyons
- Contributor: Shane Feirer
Fortunately the tools of the trade are keeping up, allowing us to manage and utilize data more efficiently and effectively than ever before. And there's no better place to see what's out there than the annual UC Love Data Week, February 14-18, 2022.
UC Love Data Week is a week-long series of data themed workshops held annually around Valentines Day. This year, data scientists, librarians, and instructors from 9 of the ten UC Campuses are teaching workshops on a wide range of data topics. IGIS is pleased to represent UC ANR for the first time ever, joining the fray with two of our newer workshops on working with Cal-Adapt climate data in R (2/17/22) , and analyzing spatial data using Python Notebooks in ArcGIS Pro (2/18/22).
Other workshops this year run the gamut from data ethics and justice, to developing a data management plan for your proposal, to a data feminism book club meeting. And many others. All are free and open to all UC affiliates. Check out the complete offerings on the UC Love Data website.
- Author:
Annie Taylor
- Editor: Andy Lyons
by Annie Taylor
If you attended any of the Google Earth Engine workshops I've led with IGIS, then you know that I love talking about the tool and hearing what others are doing with it. Last month, I attended my fifth Geo for Good Summit, which is quite possibly my favorite annual event. I'll provide a recap of the event and some of my highlights, and then links for you to check out the summit for yourself or explore other resources.
Google's Geo for Good Summit is an annual conference where folks from nonprofits, government agencies, and scientists hear about the latest updates to Google's mapping tools and get to share their work with each other. Geo for Good, also abbreviated as G4G, has been held since 2012 and was an in-person Bay Area conference until 2020, when it was first held virtually. G4G continued in that virtual format in 2021, with some exciting twists on the usual virtual format.
G4G always kicks off with an inspiring community video that showcases different people and use cases, and this year was no exception.
Next, we got updates on the latest improvements to Google's geospatial tools, which is my personal favorite session. Here's a rough summary of my highlights.
What's new in Google Earth?
In case you haven't heard, Google Earth is now a gorgeous web application. Google Earth Pro (the desktop application) is still supported as they migrate all of its tools and functionality to the web version. There's also a mobile application for your phone! These updates relate to the web application:
- You can now export tile overlays from EE and import them into Earth so that they drape on top of the 3D planet – very cool visualization for your data.
- You can collaborate on Earth projects just like you would a Google Doc using the Cloud Project option.
- The date of the basemap imagery (when available) now pops up when you move your cursor. Also, the scale bar shows the scale bar relative to where your cursor is, which is a great addition for 3D viewing.
What's new in Earth Engine?
- Landsat and Sentinel images are now ingested and loaded into EE in under 12 hours from their capture – enabling near real time analysis in EE.
- The Dynamic World dataset – a global land cover probability map at 10m resolution available every five days from 2017 to 2021 – will soon be available in the EE Data Catalog.
- Additions to the API (new machine learning models)
- Additions to the Data Catalog and more Python API example scripts
Other Geospatial Tools by Google
I won't go into these here, so check out the recorded sessions for more information:
- Google My Maps
- Google Earth Studio
- Google Street View and Maps API
G4G was very creative in their approach to the virtual conference. For example, they organized poster sessions and virtual mingling in a custom space they created using Gather, where you could see and hear the people ‘nearest' to you in the ‘room.' They also hosted user-created Meet Ups, where members of the community can break off to talk about their specific application, tool, or part of the world. A final highlight of the conference were the Office Hours hosted by the engineers working on each of these tools, which is an incredible opportunity to talk through your specific idea or challenge.
If you missed it, you can find all of the recorded sessions on the conference website or on Google Earth Outreach's YouTube site, which are both linked below.
I hope to see you next fall at G4G 2022!
Annie
Conference Website (with recordings)
Geo for Good YouTube Channel Playlist
Earth and Earth Engine Blog
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