Author: Pablo Saunders-Shultz csaundersshultz@gmail.com Contributors: Mario Fernando Angarita Vargas mfangaritasr@alaska.edu, Israel Brewster
HotLINK is a deep learning model built in tensorflow, trained to detect volcanic thermal hotspots in VIIRS infrared imagery. A manuscript describing HotLINK in detail has been published, please cite this publication if you use this work. https://www.frontiersin.org/journals/earth-science/articles/10.3389/feart.2024.1345104/full
To install HotLINK in your python environment, run
pip install git+https://github.com/csaundersshultz/HotLINK@main
The tutorial file found here (HotLINK_tutorial.ipynb) can be opened in google colab to run without the need for any local installation, and to see usage of most of the functions supplied here.