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Multiscale regression/discrimination analysis software, which uses multiscale area data exported from MountainsMap®.

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WPI-SurfMet-Lab/Multiscale-Statistical-Analysis

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Multiscale-Statistical-Analysis

About

This is a standalone multiscale analysis software developed by Nathaniel Rutkowski. It uses length-scale, area-scale, or area-complexity data exported from MountainsMap®, developed by Digital Surf. The application can then be used to run multiscale regression or discrimination on the exported surface data using F-tests, T-Tests, or ANOVA analysis.

Documentation

A list of dependencies will need to be installed in order to use the application (all of these can be installed using pip). These can be found here, and installed using this command: pip install -r requirements.txt. In order to then run the tool, use python main.py.

More information on how to use the application can be found here.

Similar Projects

A similar standalone application is currently being developed for multiscale analysis using curvature. The app can be found here.

In order to integrate directly with the MountainsMap® software, a similar addon application was also being worked on. However, this project has been abandoned as a result of limitations with MountainsMap®. The project can be found here.

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Multiscale regression/discrimination analysis software, which uses multiscale area data exported from MountainsMap®.

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