forestfire

🔥 Forest fire history analysis in R.

Due to the frequent wildfires in Turkey, we were developed that analysis project by Filiz Buzkıran (@lizlavigne) , Göknil Bilge (@GoknilBilge) and Ada Erkan (@adaerkn).

Forest fire detection with STM32-F446RE with the use of RGB color values by the help of trained ML model

This project maps and analyzes burned areas resulting from the Mount Lawu forest fire (August 30 – September 29, 2023) using the Normalized Burn Ratio Plus (NBR+) index applied to Sentinel-2 Surface Reflectance imagery via Google Earth Engine.

Forest Fire Prediction using Deep Learning

Presently there is a huge need for us to predict forest fires, to curb them as soon as possible before it wreaks havoc as it has done several times between 2019-2021(and this pattern doesn't seem to end any soon). Keeping this in mind, I built a classifier using Inception V3 model that'd predict the possibility of forest fire or the start of it(…

This repository is related to the R package for geospatial analysis, which is an R frontend of a stand-alone executable command-line program called WhiteboxTools.

Documentation for the Forest Fire Monitor

Simple Forest Fire Simulation in Python.

Linear Regression Models on Montesinho Forest Fire

This project focuses on Algeria, one of many countries affected by this phenomenon. It uses Python-based machine learning and data science libraries to build a model capable of predicting forest fires based on meteorological data.