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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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PyPI version shields.ioPyPI license

Multiscale-Statistical-Analysis

About

This is a standalone multiscale analysis software developed byNathaniel Rutkowski.It uses length-scale, area-scale, or area-complexity data exported from MountainsMap®, developed byDigital 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 usingpip). These can be foundhere, and installed using this command:pip install -r requirements.txt. In order to then run the tool, usepython main.py.

More information on how to use the application can be foundhere.

Similar Projects

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

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 foundhere.

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

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