Notebook Discovery

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


34 notebook results
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 ...

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Hydrological Streamline Detection with CyberGIS-Jupyter Using Deep Learning

Posted by Admin CyberGISX on Friday May 15, 2020

Author(s): ๐‘๐‘’๐‘ค๐‘’๐‘– ๐‘‹๐‘ข, ๐‘๐‘Ž๐‘ก๐‘ก๐‘Ž๐‘๐‘œ๐‘› ๐ฝ๐‘Ž๐‘Ÿ๐‘œ๐‘’๐‘›๐‘โ„Ž๐‘Ž๐‘–, ๐ด๐‘Ÿ๐‘๐‘Ž๐‘› ๐‘€๐‘Ž๐‘› ๐‘†๐‘Ž๐‘–๐‘›๐‘—๐‘ข, ๐ฟ๐‘– ๐ถโ„Ž๐‘’๐‘›,๐‘โ„Ž๐‘–๐‘ฆ๐‘ข ๐ฟ๐‘–, ๐ฟ๐‘Ž๐‘Ÿ๐‘Ÿ๐‘ฆ ๐‘†๐‘ก๐‘Ž๐‘›๐‘–๐‘ ๐‘™๐‘Ž๐‘ค๐‘ ๐‘˜๐‘–, ๐ธ๐‘กโ„Ž๐‘Ž๐‘› ๐‘†โ„Ž๐‘Ž๐‘ฃ๐‘’๐‘Ÿ๐‘ , ๐ต๐‘–๐‘› ๐‘†๐‘ข, ๐‘โ„Ž๐‘’ ๐ฝ๐‘–๐‘Ž๐‘›๐‘”, ๐‘†โ„Ž๐‘Ž๐‘œ๐‘ค๐‘’๐‘› ๐‘Š๐‘Ž๐‘›๐‘”

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 ...

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 ...

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A Reproducible and Replicable Spatially Explicit Agent-Based Model Using CyberGIS-Jupyter: A Case Study in Queen ...

Posted by Admin CyberGISX on Tuesday March 31, 2020

Author(s): Michels A., Kang J., Werner A., Lieberthal B., Wang C., Vance M., and Yi L.

This notebook walks through how to acquire the necessary geospatial, health, and sociological data required to create a spatially-explicit agent-based model of influenza spread Using the Queen-Anne ...

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The Context Makes the Difference: Reproducibility and Replicability in Measures of Spatial Accessibility

Posted by Admin CyberGISX on Friday December 20, 2019

Author(s): Jiang Y., Park J, Lafferty D., Bowlick F., Zhang X., Timmons A.

This notebook demonstrates a study on food accessibility addressing two research questions: 1) what is the service area of particular grocery stores and 2) what impact do individual user preferences ...

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Python Geospatial Libraries

Posted by Admin CyberGISX on Friday December 20, 2019

This notebook provides an introduction to Python Geospatial Libraries, mainly GeoPandas (including aspects of Pandas), and ...