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Sliding Window Geospatial Tool

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Type: Resource
Storage: The size of this resource is 3.0 MB
Created: Jun 26, 2020 at 7:32 a.m.
Last updated: Nov 13, 2020 at 5:51 p.m.
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Content types: Geographic Feature Content 
Sharing Status: Discoverable
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This resource collects teaching materials that are originally created for the in-person course 'GEOSC/GEOG 497 – Data Mining in Environmental Sciences' at Penn State University (co-taught by Tao Wen, Susan Brantley, and Alan Taylor) and then refined/revised by Tao Wen to be used in the online teaching module 'Data Science in Earth and Environmental Sciences' hosted on the NSF-sponsored HydroLearn platform.

This resource includes both R Notebooks and Python Jupyter Notebooks to teach the basics of R and Python coding, data analysis and data visualization, as well as building machine learning models in both programming languages by using authentic research data and questions. All of these R/Python scripts can be executed either on the CUAHSI JupyterHub or on your local machine.

This resource is shared under the CC-BY license. Please contact the creator Tao Wen at Syracuse University ( for any questions you have about this resource. If you identify any errors in the files, please contact the creator.

Subject Keywords



Coordinate System/Geographic Projection:
WGS 84 EPSG:4326
Coordinate Units:
Decimal degrees
North Latitude
East Longitude
South Latitude
West Longitude


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How to Cite

Wen, T. (2020). Sliding Window Geospatial Tool, HydroShare,

This resource is shared under the Creative Commons Attribution CC BY.


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