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Addon for ArcGIS which leverages machine learning to automatically detect and analyze direction from fallen trees in large scale aerial photos

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Northern-Tornadoes-Project/Tree_Tagger_ArcGIS_Add_On

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Tree_Tagger_ArcGIS_Add_On

Addon for ArcGIS Pro which leverages machine learning to automatically detect and analyze direction from fallen trees in large-scale aerial imagery

paper title

Paper: https://journals.ametsoc.org/view/journals/aies/3/1/AIES-D-23-0062.1.xml

This project was developed for the Northern Tornadoes Project, University of Western Ontario, https://www.uwo.ca/ntp/

This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License. CC BY-NC-SA 4.0

Installation

Requires ArcGIS Pro 3.3, (should be compatible with later versions). Under the releases tab, download the latest TreeTaggerModule.esriAddinX file. Open the file and click install. Please see the User Guide for use instructions.

Sample Aerial Photo

Aerial Photo

Methodology

Methodology

Example Treefall Identification and Directional Analysis Map (TrIDA). left manual, right automated

TrIDA Map

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Addon for ArcGIS which leverages machine learning to automatically detect and analyze direction from fallen trees in large scale aerial photos

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