Content Discovery

CyberGISX content includes geospatial codes, workflows with comments, and visualizations providing a solid foundation for conducting computationally reproducible research and education.


124 Results
Crimes in Chicago

Posted by Wei Hu on Tuesday December 13, 2022

Author(s): Wei

This work aims to uncover spatial and temporal crime patterns in Chicago The study of spatial and temporal crime patterns is essential since it helps advance academic understanding of criminal ...

Applications of Machine Learning in Geospatial Studies

Posted by Admin CyberGISX on Monday December 12, 2022

Machine learning is a subset of artificial intelligence that focuses on algorithms that can learn and improve from data without being explicitly programmed In the geospatial field, machine learning ...

Fine-scale Urban Heat Dynamic

Posted by Fangzheng Lyu on Tuesday December 6, 2022

Who is complaining about extreme hot weather How to monitor and avoid extreme heat in a real-time What is the spatial distribution of urban heat island We investigate the urban heat problem ...

2020 Census and Differential Privacy

Posted by Yue Lin on Thursday August 11, 2022

Author(s): Yue Lin

In the 2020 United States Census, a privacy protection system based on a mathematical concept known as differential privacy is developed to improve individual privacy protection This notebook ...

Calculating Accessibility to Ventilators in Illinois with CyberGIS-Compute

Posted by Alexander Michels on Tuesday July 19, 2022

Author(s): Alexander Michels, Zimo Xiao, Anand Padmanabhan, Zhiyu Li, Shaowen Wang, Mit Kotak and Taylor Ziegler

This notebook briefly walks through calculating spatial accessibility to hospital ventilators in across the state of Illinois using CyberGIS-Compute It calculates travel-time catchments using ...

Pysal Access Compute Example

Posted by Alexander Michels on Thursday June 30, 2022

Author(s): Alexander Michels, Taylor Ziegler, Zimo Xiao, Mit Kotak

The IntroToCyberGIS-Computeipynb notebook walks through the basics of CyberGIS-Compute: running models focused on spatial accessibility and exploring the anatomy of a CyberGIS-Compute job We do this ...

Hour of CI – SMA Lesson

Posted by Mohsen Ahmadkhani on Monday June 27, 2022

Author(s): Hour of CI team

The beginners' lesson on Spatial Modeling and ...

Geomasking Sensitive Individual-level Data to Protect Location Privacy

Posted by Yue Lin on Tuesday May 24, 2022

Author(s): Yue Lin

This Jupyter notebook demonstrates how geomasking techniques can be used to protect the location privacy of individuals when releasing sensitive data More discussion about location privacy can be ...

Using spatial interpolation to determine transit demand and ridership in the New York Metropolitan Region

Posted by Siddhesh Kudale on Monday May 9, 2022

Author(s): Siddhesh R Kudale

In the usual transportation studies, planners and transportation engineers use station-to- station ridership data and demand to estimate travel behaviour patterns of commuters in public transit The ...