Notebook Discovery

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


38 notebook results
Introduction to Developing with Jupyter Notebooks

Posted by Becky Vandewalle on Monday February 1, 2021

Author(s): Rebecca Vandewalle

This notebook introduces Jupyter Notebooks as a way to present code and analysis on CyberGISX The topic is covered in more depth compared to the Quick Start ...

Jupyter Notebooks: Quick Start

Posted by Becky Vandewalle on Monday February 1, 2021

Author(s): Rebecca Vandewalle

This is a quick intro to using Jupyter Notebooks within ...

Agent-based Land Market

Posted by Alexander Michels on Tuesday October 20, 2020

Author(s): Alexander Michels, Jeon-Young Kang, and Shaowen Wang

Urban land markets exhibit complex emergent behaviors that have yet to be fully explained by the microeconomic decision-making which constitutes the market The Agent-based Land MArket (ALMA) ...

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 ...

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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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