GitHub repository: JayanthMouli/SIFSP-net
Primary language: Python
Created: 2019-07-12T16:11:33Z
Description: Sattelite Imagery Fire Shape Prediction Network (SISFPNET) is a machine learning approach to predicting wildfire shape based on sattelite imagery. Data are from NASA's Landsat 8 mission, which collected sattelite imagery of the Earth throughout 2018. Specifically, SIFSPNET uses Landsat OLI/TIRS data for geospatial and thermal imagery. The network assigns characteristics to each pixel in the sattelite image; these variables include temperature (derived from TIR sensors), elevation (derived from Aster DEM data), slope, aspect, and wind difference*.