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


13 Results Admin CyberGISX
The Most Recent Trend in Geospatial AI: The Good and the Bad

Posted by Admin CyberGISX on Monday March 20, 2023

Geospatial AI (Artificial Intelligence) is an emerging field that combines geospatial technology with AI to provide unique insights and solutions to complex problems In recent years, this technology ...

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 ...

Spatial Accessibility to ICU Beds and Ventilators in Illinois

Posted by Admin CyberGISX on Monday August 23, 2021

Author(s): Jeon-Young Kang, Alexander Michels, Fangzheng Lyu, Shaohua Wang, Nelson Agbodo, Vincent L. Freeman & Shaowen Wang

This aims to measure spatial access for people to hospitals in Illinois The spatial accessibiilty is measured by the use of an enhanced two-step floating catchment area (E2FCA) method (Luo & Qi, ...

Spatial Interpolation

Posted by Admin CyberGISX on Thursday December 19, 2019

Spatial interpolation is used to predicts values for cells in a raster from a limited number of sample data points around it We are studying streaming high-frequency temperature data in Chicago ...

Spatial Data Exploration and Visualization on Google Colab

Posted by Admin CyberGISX on Wednesday September 16, 2020

This notebook conducts spatial data exploration using geopandas and generates interactive map using bokeh This is a case study for demonstrating Wisconsin Voting in 2016 Presidential ...

Rapidly Measuring Spatial Accessibility of COVID-19 Healthcare Resources: A Case Study of Illinois, USA.

Posted by Admin CyberGISX on Wednesday May 27, 2020

Author(s): Jeon-Young Kang, Alexander Michels, Fanzheng Lyu, Shaohua Wang, Nelson Agbodo, Vincent Freeman, Shaowen Wang

This aims to measure spatial access for people to hospitals in Illinois The spatial accessibility is measured by the use of an enhanced two-step floating catchment area (E2FCA) method, which is an ...

Hydrological Streamline Detection with CyberGIS-Jupyter Using Deep Learning

Posted by Admin CyberGISX on Friday May 15, 2020

Author(s): Zewei Xu, Nattapon Jaroenchai, Arpan Man Sainju, Li Chen, Zhiyu Li, Larry Stanislawski, Ethan Shavers, Bin Su, Zhe Jiang, Shaowen Wang

Surface water is an irreplaceable strategic resource for human survival and social development The accurate delineation of hydrological streamlines is critically important in various scientific ...

Spatial Correlation Analytics Between Population and COVID-19 Confirmed Cases in New York State

Posted by Admin CyberGISX on Tuesday March 31, 2020

Author(s): Chen W., and Wang S., University of Illinois at Urbana Champaign

This jupyter notebook demonstrates spatial correlation analytics between population and CVOID-19 Confirmed cases in New York State We are using New York State, the US as our study area And this ...

COVID-19 Choropleth Maps

Posted by Admin CyberGISX on Tuesday March 31, 2020

Author(s): Padmanabhan A., University of Illinois at Urbana Champaign

In this notebook, we are doing a simple visualization creating Choropleth Maps at the county level For this example, we are using data released by Johns Hopkins University ...