Notebooks & Data

Notebooks & Codes

I-GUIDE Notebooks

• MURD-ViT: Urban Retrofitting Detection with Vision Transformer: Where, When, and What
• Fine Granularity Analysis - Fine Granularity Human Sentiments of Heat Exposure
• Detecting and Correcting Spatial Bias in VGI Using Remote Sensing
• Social Media (Twitter) Data Visualization
• Social Media Based Socioeconomic Analysis
• National-level Analysis using Twitter Data
• Modifiable Areal Unit Problem (MAUP)
• GIS Data Types
• Choropleth Maps - Data Classification and Visualization
• City-level Analysis at Chicago

CyberGIS Notebooks

• Integrating CyberGIS and Urban Sensing for Reproducible Streaming Analytics
• Spatial Interpolation
• A vector-based method for drainage network analysis based on LiDAR data

Github Codes

• CyberGIS-compute for Data Fusion
• A vector-based method for drainage network analysis based on LiDAR data
• Predicting Urban Heat Island Effects with High-frequency Urban Sensing Data
• Integrating CyberGIS and Urban Sensing for Reproducible Streaming Analytics

Data

Illinois Databank

• Mapping dynamic human sentiments of heat exposure with location-based social media data
• A Vector-Based Method for Drainage Network Analysis Based on LiDAR Data
• Multi-scale CyberGIS Analytics for Detecting Spatiotemporal Patterns of COVID-19
• Spatial accessibility of COVID-19 healthcare resources in Illinois, USA
• Integrating CyberGIS and Urban Sensing for Reproducible Streaming Analytics