I-GUIDE
@i-guide.bsky.social
The Institute for Geospatial Understanding through an Integrative Discovery Environment (I-GUIDE, https://i-guide.io) advances convergence and geospatial sciences for sustainability solutions. Platform, Summer Schools, Spatial AI.
🌟 Spatial #AI Challenge 2025–26! Accepted Project 🌟
🔗 See more accepted projects here: i-guide.io/spatial-ai-c...
🔗 See more accepted projects here: i-guide.io/spatial-ai-c...
February 12, 2026 at 3:22 PM
🌟 Spatial #AI Challenge 2025–26! Accepted Project 🌟
🔗 See more accepted projects here: i-guide.io/spatial-ai-c...
🔗 See more accepted projects here: i-guide.io/spatial-ai-c...
🌞 Do you work at the intersection of #AI, interdisciplinary research, and geospatial science? NSF I-GUIDE is inviting established scholars and professionals to serve as Team Leaders for the 2026 I-GUIDE Summer School.
🗓 Application deadline: March 2, 2026
🔗 Apply here: i-guide.io/summer-schoo...
🗓 Application deadline: March 2, 2026
🔗 Apply here: i-guide.io/summer-schoo...
February 10, 2026 at 4:34 PM
🌞 Do you work at the intersection of #AI, interdisciplinary research, and geospatial science? NSF I-GUIDE is inviting established scholars and professionals to serve as Team Leaders for the 2026 I-GUIDE Summer School.
🗓 Application deadline: March 2, 2026
🔗 Apply here: i-guide.io/summer-schoo...
🗓 Application deadline: March 2, 2026
🔗 Apply here: i-guide.io/summer-schoo...
🌟 I-GUIDE Platform Knowledge of the Week!
🔗 Access it here: platform.i-guide.io/datasets/607...
#GIS #geospatial #science
🔗 Access it here: platform.i-guide.io/datasets/607...
#GIS #geospatial #science
February 10, 2026 at 3:34 PM
🌟 I-GUIDE Platform Knowledge of the Week!
🔗 Access it here: platform.i-guide.io/datasets/607...
#GIS #geospatial #science
🔗 Access it here: platform.i-guide.io/datasets/607...
#GIS #geospatial #science
💧 Missed our recent I-GUIDE VCO? The recording is here!
The session highlighted reproducible workflows on the I-GUIDE Platform and tools that help streamline hydrologic modeling for the broader #research community.
🎥 Watch the recording here: youtu.be/ZJoNJkMvZQs?...
#Data #OpenScience #GIS
The session highlighted reproducible workflows on the I-GUIDE Platform and tools that help streamline hydrologic modeling for the broader #research community.
🎥 Watch the recording here: youtu.be/ZJoNJkMvZQs?...
#Data #OpenScience #GIS
Extraction of geospatial and climate attributes for large scale hydrologic modeling
YouTube video by NSF I-GUIDE
youtu.be
February 9, 2026 at 4:51 PM
💧 Missed our recent I-GUIDE VCO? The recording is here!
The session highlighted reproducible workflows on the I-GUIDE Platform and tools that help streamline hydrologic modeling for the broader #research community.
🎥 Watch the recording here: youtu.be/ZJoNJkMvZQs?...
#Data #OpenScience #GIS
The session highlighted reproducible workflows on the I-GUIDE Platform and tools that help streamline hydrologic modeling for the broader #research community.
🎥 Watch the recording here: youtu.be/ZJoNJkMvZQs?...
#Data #OpenScience #GIS
🌐 Why Discrete Global Grid Systems (#DGGS) Matter Now: From Grids to #AI-Ready #Geospatial Systems
📅 February 25, 2026 | 11:00 am (Central Time)
🔗 Register here: i-guide.io/i-guide-vco/...
#SpatialAI #GIS
📅 February 25, 2026 | 11:00 am (Central Time)
🔗 Register here: i-guide.io/i-guide-vco/...
#SpatialAI #GIS
February 6, 2026 at 3:50 PM
🌐 Why Discrete Global Grid Systems (#DGGS) Matter Now: From Grids to #AI-Ready #Geospatial Systems
📅 February 25, 2026 | 11:00 am (Central Time)
🔗 Register here: i-guide.io/i-guide-vco/...
#SpatialAI #GIS
📅 February 25, 2026 | 11:00 am (Central Time)
🔗 Register here: i-guide.io/i-guide-vco/...
#SpatialAI #GIS
📊 Working with IPUMS NHGIS in R: Exploring, Extracting, and Analyzing Spatial #Data Using ipumsr
📅 February 18, 2026 | 11:00 am (Central Time)
🔗 Sign up here: i-guide.io/i-guide-vco/...
#GIS #geospatial #science
📅 February 18, 2026 | 11:00 am (Central Time)
🔗 Sign up here: i-guide.io/i-guide-vco/...
#GIS #geospatial #science
February 6, 2026 at 2:22 PM
📊 Working with IPUMS NHGIS in R: Exploring, Extracting, and Analyzing Spatial #Data Using ipumsr
📅 February 18, 2026 | 11:00 am (Central Time)
🔗 Sign up here: i-guide.io/i-guide-vco/...
#GIS #geospatial #science
📅 February 18, 2026 | 11:00 am (Central Time)
🔗 Sign up here: i-guide.io/i-guide-vco/...
#GIS #geospatial #science
💧 Enabling Community #Research with the NextGen National Water Modeling Framework
📅 February 11, 2026 | 11:00 am (Central Time)
🔗 Sign up here: i-guide.io/i-guide-vco/...
#Hydrology #Science #GIS #geospatial
📅 February 11, 2026 | 11:00 am (Central Time)
🔗 Sign up here: i-guide.io/i-guide-vco/...
#Hydrology #Science #GIS #geospatial
February 6, 2026 at 1:44 PM
💧 Enabling Community #Research with the NextGen National Water Modeling Framework
📅 February 11, 2026 | 11:00 am (Central Time)
🔗 Sign up here: i-guide.io/i-guide-vco/...
#Hydrology #Science #GIS #geospatial
📅 February 11, 2026 | 11:00 am (Central Time)
🔗 Sign up here: i-guide.io/i-guide-vco/...
#Hydrology #Science #GIS #geospatial
🌟 I-GUIDE Platform Knowledge of the Week!
For the week of February 2, 2026 GLiM and GLHYMPS Dataset by Mohammad Galib is the knowledge element of the week.
🔗 Access it here: platform.i-guide.io/datasets/fd3...
📺 Lean more at the VCO on Wednesday February 4, 2026: i-guide.io/i-guide-vco/...
#GIS
For the week of February 2, 2026 GLiM and GLHYMPS Dataset by Mohammad Galib is the knowledge element of the week.
🔗 Access it here: platform.i-guide.io/datasets/fd3...
📺 Lean more at the VCO on Wednesday February 4, 2026: i-guide.io/i-guide-vco/...
#GIS
February 3, 2026 at 2:22 PM
🌟 I-GUIDE Platform Knowledge of the Week!
For the week of February 2, 2026 GLiM and GLHYMPS Dataset by Mohammad Galib is the knowledge element of the week.
🔗 Access it here: platform.i-guide.io/datasets/fd3...
📺 Lean more at the VCO on Wednesday February 4, 2026: i-guide.io/i-guide-vco/...
#GIS
For the week of February 2, 2026 GLiM and GLHYMPS Dataset by Mohammad Galib is the knowledge element of the week.
🔗 Access it here: platform.i-guide.io/datasets/fd3...
📺 Lean more at the VCO on Wednesday February 4, 2026: i-guide.io/i-guide-vco/...
#GIS
🌟 Spatial #AI Challenge 2025–26 🌟
An exciting project has been accepted to the Spatial AI Challenge, hosted on the I-GUIDE Platform
🔥 A Multimodal, Physically Informed Approach to Fine-Scale Wildfire Fuel Mapping in Alaska
🔗 More accepted projects: i-guide.io/spatial-ai-c...
An exciting project has been accepted to the Spatial AI Challenge, hosted on the I-GUIDE Platform
🔥 A Multimodal, Physically Informed Approach to Fine-Scale Wildfire Fuel Mapping in Alaska
🔗 More accepted projects: i-guide.io/spatial-ai-c...
February 2, 2026 at 2:20 PM
🌟 Spatial #AI Challenge 2025–26 🌟
An exciting project has been accepted to the Spatial AI Challenge, hosted on the I-GUIDE Platform
🔥 A Multimodal, Physically Informed Approach to Fine-Scale Wildfire Fuel Mapping in Alaska
🔗 More accepted projects: i-guide.io/spatial-ai-c...
An exciting project has been accepted to the Spatial AI Challenge, hosted on the I-GUIDE Platform
🔥 A Multimodal, Physically Informed Approach to Fine-Scale Wildfire Fuel Mapping in Alaska
🔗 More accepted projects: i-guide.io/spatial-ai-c...
💧 Extraction of #Geospatial & #Climate Attributes for Large-Scale #Hydrology Modeling
Join a session on an automated, scalable workflow for generating high-quality climate attributes for large-sample hydrologic research.
📅 Feb 4, 2026 | 11:00 am CT
🔗 i-guide.io/i-guide-vco/...
#OpenScience
Join a session on an automated, scalable workflow for generating high-quality climate attributes for large-sample hydrologic research.
📅 Feb 4, 2026 | 11:00 am CT
🔗 i-guide.io/i-guide-vco/...
#OpenScience
January 30, 2026 at 4:29 PM
💧 Extraction of #Geospatial & #Climate Attributes for Large-Scale #Hydrology Modeling
Join a session on an automated, scalable workflow for generating high-quality climate attributes for large-sample hydrologic research.
📅 Feb 4, 2026 | 11:00 am CT
🔗 i-guide.io/i-guide-vco/...
#OpenScience
Join a session on an automated, scalable workflow for generating high-quality climate attributes for large-sample hydrologic research.
📅 Feb 4, 2026 | 11:00 am CT
🔗 i-guide.io/i-guide-vco/...
#OpenScience
🌟 I-GUIDE Platform Knowledge of the Week!
For the week of January 26, 2026 Flood Depth Prediction with Geospatial Data Fusion and Machine Learning by Summer School Team 5 is the knowledge element of the week.
🔗 Access it here: platform.i-guide.io/notebooks/80...
#GIS #GeoAI #Geospatial
For the week of January 26, 2026 Flood Depth Prediction with Geospatial Data Fusion and Machine Learning by Summer School Team 5 is the knowledge element of the week.
🔗 Access it here: platform.i-guide.io/notebooks/80...
#GIS #GeoAI #Geospatial
January 27, 2026 at 2:16 PM
🌟 I-GUIDE Platform Knowledge of the Week!
For the week of January 26, 2026 Flood Depth Prediction with Geospatial Data Fusion and Machine Learning by Summer School Team 5 is the knowledge element of the week.
🔗 Access it here: platform.i-guide.io/notebooks/80...
#GIS #GeoAI #Geospatial
For the week of January 26, 2026 Flood Depth Prediction with Geospatial Data Fusion and Machine Learning by Summer School Team 5 is the knowledge element of the week.
🔗 Access it here: platform.i-guide.io/notebooks/80...
#GIS #GeoAI #Geospatial
I-GUIDE FORUM 2026! 📢 Call for Participation!
#AI & #Science: From #Geospatial to Convergence
#Chicago, Illinois, USA
August 3-7, 2026
❗ The submission deadline is Apr 16, 2026.
➡️ Learn more about the Forum here: i-guide.io/forum/forum-...
#AI & #Science: From #Geospatial to Convergence
#Chicago, Illinois, USA
August 3-7, 2026
❗ The submission deadline is Apr 16, 2026.
➡️ Learn more about the Forum here: i-guide.io/forum/forum-...
January 26, 2026 at 7:08 PM
I-GUIDE FORUM 2026! 📢 Call for Participation!
#AI & #Science: From #Geospatial to Convergence
#Chicago, Illinois, USA
August 3-7, 2026
❗ The submission deadline is Apr 16, 2026.
➡️ Learn more about the Forum here: i-guide.io/forum/forum-...
#AI & #Science: From #Geospatial to Convergence
#Chicago, Illinois, USA
August 3-7, 2026
❗ The submission deadline is Apr 16, 2026.
➡️ Learn more about the Forum here: i-guide.io/forum/forum-...
🌟 I-GUIDE Platform Knowledge of the Week!
For the week of January 19, 2026 IUCN Red List of Threatened Species by Nick Manning is the knowledge element of the week.
🔗 Access it here: platform.i-guide.io/datasets/9d8...
#GIS #GeoAI #geospatial #science
For the week of January 19, 2026 IUCN Red List of Threatened Species by Nick Manning is the knowledge element of the week.
🔗 Access it here: platform.i-guide.io/datasets/9d8...
#GIS #GeoAI #geospatial #science
January 20, 2026 at 2:10 PM
🌟 I-GUIDE Platform Knowledge of the Week!
For the week of January 19, 2026 IUCN Red List of Threatened Species by Nick Manning is the knowledge element of the week.
🔗 Access it here: platform.i-guide.io/datasets/9d8...
#GIS #GeoAI #geospatial #science
For the week of January 19, 2026 IUCN Red List of Threatened Species by Nick Manning is the knowledge element of the week.
🔗 Access it here: platform.i-guide.io/datasets/9d8...
#GIS #GeoAI #geospatial #science
🌊 Predicting & Mapping Floods with #GeoAI
1/28/2026 · 11am CT
Summer School 2025 Team 5 shares how multimodal ML and geospatial data fusion can improve flood prediction using remote sensing, environmental, and ground data—supporting early warning and risk mapping.
#MachineLearning #Geospatial #GIS
1/28/2026 · 11am CT
Summer School 2025 Team 5 shares how multimodal ML and geospatial data fusion can improve flood prediction using remote sensing, environmental, and ground data—supporting early warning and risk mapping.
#MachineLearning #Geospatial #GIS
January 19, 2026 at 7:36 PM
🌊 Predicting & Mapping Floods with #GeoAI
1/28/2026 · 11am CT
Summer School 2025 Team 5 shares how multimodal ML and geospatial data fusion can improve flood prediction using remote sensing, environmental, and ground data—supporting early warning and risk mapping.
#MachineLearning #Geospatial #GIS
1/28/2026 · 11am CT
Summer School 2025 Team 5 shares how multimodal ML and geospatial data fusion can improve flood prediction using remote sensing, environmental, and ground data—supporting early warning and risk mapping.
#MachineLearning #Geospatial #GIS
🌟 New publication from the NSF I-GUIDE Team! "A transformer-based multi-task deep learning model for urban livability evaluation by fusing remote sensing and textual geospatial data"
Read the full paper here 👉 doi.org/10.1016/j.rs...
#geospatial #research #gis
Read the full paper here 👉 doi.org/10.1016/j.rs...
#geospatial #research #gis
January 14, 2026 at 3:56 PM
🌟 New publication from the NSF I-GUIDE Team! "A transformer-based multi-task deep learning model for urban livability evaluation by fusing remote sensing and textual geospatial data"
Read the full paper here 👉 doi.org/10.1016/j.rs...
#geospatial #research #gis
Read the full paper here 👉 doi.org/10.1016/j.rs...
#geospatial #research #gis
🌟 I-GUIDE Platform Knowledge of the Week!
For the week of January 12, 2026 Flooding prediction dataset generation by Wen Zhou is the knowledge element of the week.
🔗 Access it here: platform.i-guide.io/notebooks/49...
#GIS #GeoAI #geospatial
For the week of January 12, 2026 Flooding prediction dataset generation by Wen Zhou is the knowledge element of the week.
🔗 Access it here: platform.i-guide.io/notebooks/49...
#GIS #GeoAI #geospatial
January 13, 2026 at 3:47 PM
🌟 I-GUIDE Platform Knowledge of the Week!
For the week of January 12, 2026 Flooding prediction dataset generation by Wen Zhou is the knowledge element of the week.
🔗 Access it here: platform.i-guide.io/notebooks/49...
#GIS #GeoAI #geospatial
For the week of January 12, 2026 Flooding prediction dataset generation by Wen Zhou is the knowledge element of the week.
🔗 Access it here: platform.i-guide.io/notebooks/49...
#GIS #GeoAI #geospatial
🌏 How do people perceive hazard risk across communities?
Join “Bridging the Risk Perception Gaps around Hazards” to learn how AI was used to map risk perceptions across India and inform policy
📅 Jan 21 2026 | 11am CT
🔗 i-guide.io/i-guide-vco/...
#GeoAI #Geospatial #AI #MachineLearning
Join “Bridging the Risk Perception Gaps around Hazards” to learn how AI was used to map risk perceptions across India and inform policy
📅 Jan 21 2026 | 11am CT
🔗 i-guide.io/i-guide-vco/...
#GeoAI #Geospatial #AI #MachineLearning
January 12, 2026 at 2:21 PM
🌏 How do people perceive hazard risk across communities?
Join “Bridging the Risk Perception Gaps around Hazards” to learn how AI was used to map risk perceptions across India and inform policy
📅 Jan 21 2026 | 11am CT
🔗 i-guide.io/i-guide-vco/...
#GeoAI #Geospatial #AI #MachineLearning
Join “Bridging the Risk Perception Gaps around Hazards” to learn how AI was used to map risk perceptions across India and inform policy
📅 Jan 21 2026 | 11am CT
🔗 i-guide.io/i-guide-vco/...
#GeoAI #Geospatial #AI #MachineLearning
🌟 New publication from the NSF I-GUIDE Team! "Expanding Access to CyberGIS-Compute through Support for Heterogeneous Workflows"
Read the full paper here 👉 docs.lib.purdue.edu/cgi/viewcont...
#geospatial #research #gis
Read the full paper here 👉 docs.lib.purdue.edu/cgi/viewcont...
#geospatial #research #gis
December 19, 2025 at 6:24 PM
🌟 New publication from the NSF I-GUIDE Team! "Expanding Access to CyberGIS-Compute through Support for Heterogeneous Workflows"
Read the full paper here 👉 docs.lib.purdue.edu/cgi/viewcont...
#geospatial #research #gis
Read the full paper here 👉 docs.lib.purdue.edu/cgi/viewcont...
#geospatial #research #gis
🌟 I-GUIDE Platform Knowledge of the Week!
For the week of December 15, 2025 Data Ethics Toolkit (DET) is the knowledge element of the week.
The Data #Ethics Toolkit comprises 4 tools, developed to support ethical geospatial data science.
🔗 Access it here: platform.i-guide.io/oers/723bcc8...
For the week of December 15, 2025 Data Ethics Toolkit (DET) is the knowledge element of the week.
The Data #Ethics Toolkit comprises 4 tools, developed to support ethical geospatial data science.
🔗 Access it here: platform.i-guide.io/oers/723bcc8...
December 16, 2025 at 3:23 PM
🌟 I-GUIDE Platform Knowledge of the Week!
For the week of December 15, 2025 Data Ethics Toolkit (DET) is the knowledge element of the week.
The Data #Ethics Toolkit comprises 4 tools, developed to support ethical geospatial data science.
🔗 Access it here: platform.i-guide.io/oers/723bcc8...
For the week of December 15, 2025 Data Ethics Toolkit (DET) is the knowledge element of the week.
The Data #Ethics Toolkit comprises 4 tools, developed to support ethical geospatial data science.
🔗 Access it here: platform.i-guide.io/oers/723bcc8...
🔎 Smart Search is an incredibly useful tool on the I-GUIDE platform. Learn more about it!
Link to platform: platform.i-guide.io
#geospatial #GIS #research #science #ai
Link to platform: platform.i-guide.io
#geospatial #GIS #research #science #ai
December 15, 2025 at 2:39 PM
🔎 Smart Search is an incredibly useful tool on the I-GUIDE platform. Learn more about it!
Link to platform: platform.i-guide.io
#geospatial #GIS #research #science #ai
Link to platform: platform.i-guide.io
#geospatial #GIS #research #science #ai
🌟 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
Read the full paper here 👉 www.nature.com/articles/s43...
#geospatial #gis #science
December 5, 2025 at 2:39 PM
🌟 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
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...
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...
December 2, 2025 at 1:47 PM
🌟 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...
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
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
December 1, 2025 at 2:59 PM
🔥 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
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...
Read the full paper here 👉 www.frontiersin.org/journals/sus...
November 28, 2025 at 2:34 PM
🌟 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...
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...
For the week of November 24, 2025 Metacoupling is the knowledge element of the week.
🔗 Access it here: platform.i-guide.io/oers/028d35d...
November 25, 2025 at 2:16 PM
🌟 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...
For the week of November 24, 2025 Metacoupling is the knowledge element of the week.
🔗 Access it here: platform.i-guide.io/oers/028d35d...