I-GUIDE

🌟 New publication from the NSF I-GUIDE Team! "Direct human interventions drive spatial variability in long-term peak streamflow trends across the United States"

Read the full paper here 👉 www.nature.com/articles/s43...

#geospatial #gis #science

🌟 I-GUIDE Platform Knowledge of the Week!

For the week of December 1, 2025 Managing Dependencies in Jupyter Notebook is the knowledge element of the week.

🔗 Access it here: platform.i-guide.io/notebooks/45...

🔥 In case you missed it!

Check out one of our past VCOs where speakers shared how they customized a U-Net model to classify wildfire risk zones along roads and railways.

Recording here:🔗 i-guide.io/i-guide-vco/...

#GeoAI #WildfireRisk #MachineLearning #GeospatialAI #SpatialAI

🌟 New publication from the NSF I-GUIDE Team! "A metacoupled approach to analyzing multiple shocks affecting multiple systems"

Read the full paper here 👉 www.frontiersin.org/journals/sus...

🌟 I-GUIDE Platform Knowledge of the Week!

For the week of November 24, 2025 Metacoupling is the knowledge element of the week.

🔗 Access it here: platform.i-guide.io/oers/028d35d...

💡 Want to learn more about the Geospatial AI features of the I-GUIDE platform?

In this session of office hours,we will discuss specifically some of the the #Geospatial #AI features that are available on the I-GUIDE Platform.

📅 Wednesday, Dec 10, 2025

🔗 Register here: i-guide.io/i-guide-vco/...

🌟 New publication from the NSF I-GUIDE Team! "SFNet: Fusion of Spatial and Frequency-Domain Features for Remote Sensing Image Forgery Detection"

Read the full paper here 👉 ieeexplore.ieee.org/abstract/doc...

Yunfan Kang is joining the CyberGIS Center for Advanced Digital and Spatial Studies as a visiting research scientist! He is working on geospatial AI and developing advanced knowledge-discovery systems and spatial analytic tools to support interdisciplinary sciences and geospatial data innovation!

Congratulations Furqan Baig for receiving the Rising Star of the Year Award at the SGX3 Science Gateways 2025 Conference for his work as a research programmer with the NSF I-GUIDE team that designed and built the I-GUIDE platform.

🌟 I-GUIDE Platform Knowledge Element of the Week!

For the week of November 17, I-GUIDE Summer School 2025 - Team 2: GeoAI for Burn Area Analysis and Fire Risk Mapping in the Pantanal Wetlands is the knowledge element of the week!

🔗 Access it here: platform.i-guide.io/notebooks/78...

‼️ Due Today! ‼️

Apply now for the 2025–26 #UCGIS I-GUIDE Community Champions program!

Design instructional materials integrating #SpatialAI and open, FAIR, reproducible science using the I-GUIDE Platform. $3,000 stipend available!

Apply by Nov 17, 2025 👉 i-guide.io/community-ch...

🌟 New publication from the NSF I-GUIDE Team! "Assessing global sustainability performance, imbalance, and coordination over space and time"!

Read the full paper here 👉 doi.org/10.1038/s414...

🌍 5 days to submit your abstract!

The Spatial AI Challenge 2025–26 is back and underway!

Hosted on the NSF I-GUIDE Platform, this global challenge invites FAIR, open, and reproducible #AI solutions.

🔗 i-guide.io/spatial-ai-c...

#GeoAI #Geospatial #SpatialAI

🧭 Learn how to make #geospatial data science and #AI more ethical, transparent, and accountable! This hands-on session introduces the I-GUIDE Ethics to help assess project risks and improve documentation, uncertainty reporting, and reproducibility.

📅 Dec 17, 11am CT

🔗 i-guide.io/i-guide-vco/...

🗺️ Join us Dec 3, 2025 (11 AM CT) for Introduction to Mapping and Visualizing Social Data with R! Learn to build reproducible R workflows using open datasets make clear, effective maps.

🔗 Register: i-guide.io/i-guide-vco/...

#GeoAI

🔥 Explore how #GeoAI can improve #wildfire prediction in Brazil’s Pantanal wetlands! Learn how land use and climate extremes shape burn dynamics and risk mapping!
📅 Nov 19, 2025 · 12 PM CT
🔗 Register: i-guide.io/i-guide-vco/...

🌟 Deadline Extended!

Apply now for the 2025–26 #UCGIS I-GUIDE Community Champions program!

Design instructional materials integrating #SpatialAI and open, FAIR, reproducible science using the I-GUIDE Platform. $3,000 stipend available!

Apply by Nov 17, 2025 👉 i-guide.io/community-ch...

📣 Paper Abstracts Due Soon! AAG 2026 Symposium on #Spatial AI and Data Science: Frontiers and Applications

Join us at AAG 2026 to explore how advances in #AI and #cyberGIS are transforming research and addressing global challenges in #sustainability.

Learn more here: i-guide.io/aag-2026-sym...

🌟 New publication from the NSF I-GUIDE Team! "A Video Machine Learning Framework for Spatiotemporal Analysis of Complex Urban Dynamics" by Fangzheng Lyu of Virginia Tech, Daniel Kiv and Shaowen Wang of University of Illinois Urbana-Champaign.

Read the full paper here 👉 doi.org/10.1111/tgis...

🌟 I-GUIDE Platform Knowledge of the Week!

For the week of October 27, 2025 Jupyter Notebook: Correlations is the knowledge element of the week. This resource provides an overview of correlations, #spatial correlations, and LISA.

🔗 Access it here: platform.i-guide.io/notebooks/54...

🌍 Less than 20 days to submit your abstract!

The Spatial AI Challenge 2025–26 is back and underway!

Hosted on the NSF I-GUIDE Platform, this global challenge invites FAIR, open, and reproducible #AI solutions.

🔗 i-guide.io/spatial-ai-c...

#GeoAI #Geospatial #SpatialAI

🔥 Learn how DeepEarth, a #geospatial #AI model, powers fire ecology simulations! Join Qin Huang, Brandon Voelker, and Lance Legel as they share how they built training pipelines and ran experiments to support future firewise landscape design.

🔗 Register: lnkd.in/eM6fxjbm

🌟 I-GUIDE Platform Release Notes! v.0.7.9 (September 2025)

Changes include multiple profiles support added, updates to various features for quality, and bug fixes!

Read the full release notes here 👉 platform.i-guide.io/docs/release...

Link to I-GUIDE platform: platform.i-guide.io

🌍 The Spatial AI Challenge 2025–26 is back and underway!

Hosted on the NSF I-GUIDE Platform, this global challenge invites FAIR, open, and reproducible #AI solutions.

🏆Submit your abstract and join the challenge!

🔗 Learn more and apply: i-guide.io/spatial-ai-c...

#GeoAI #Geospatial #SpatialAI

September will be filled with super interesting ways to connect geospatial analyses with computing and AI! Check out these upcoming virtual consulting office sessions hosted by @i-guide.bsky.social . All info and registration at i-guide.io/i-guide-vco/
#GIS #geospatial #GeoAI #spatialAI

Coupling data visualization with storytelling is a key combo for scientific communication. Join us this Wednesday August 13 at 11am Central as Matthew Turk shares his thoughts on this important topic! Registration at i-guide.io/i-guide-vco/...
#datavis #scicomm #datascience #dataviz #visualization

Do you work with Social Determinants of Health (SDOH) data? Join us today (Weds July 23, 11am Central) to learn about the SDOH & Place Project (sdohplace.org) and the important roles that data discovery tools play! More details and registration at i-guide.io/i-guide-vco/ #SDOH #GIS #geography

July is filled with exciting opportunities to learn with I-GUIDE! More details on these and other online sessions at i-guide.io/i-guide-vco/.

Going to the #Sustainability #Research & Innovation Congress in Chicago next week (sricongress.org)? Check out these FREE workshops & tutorials! A full slate on Tuesday June 17. Details, registration at i-guide.io/forum/forum-...
#geoAI #GIS #dataviz #cyberGIS @futureearth.bsky.social

Register here: i-guide.io/forum/forum-... for Workshops and Tutorials @ the Forum!