A solution for Dynamic Spectrum Management in Mission-Critical UAV Networks using Team Q learning as a Multi-Agent Reinforcement Learning Approach

An Autonomous Spectrum Management Scheme for Unmanned Aerial Vehicle Networks in Disaster Relief Operations using Multi Independent Agent Reinforcement Learning

Computer vision library for wildfire detection 🌲 Deep learning models in PyTorch & ONNX for inference on edge devices (e.g. Raspberry Pi)

Simulation of wildfire using cellular automaton and used mpi4py to parallel the program. Final Project for High Performance Computing and Parallel Computing Spring 2018@GWU

Wildfire Predictive Services to support decision making in prevention, preparedness, response and recovery

An open-source wildfire simulator written in Python and meant to be used to train reinforcement learning (RL) agents.

Python wrappers for accessing Forest Observatory data via the Salo API

An open-source Reinforcement Learning (RL) harness written in Python to work with SimFire for training agents to fight wildfires on real data.

Texting service to receive current air quality conditions and maps, powered by AirNow, Twilio, and AWS

Location-aware Adaptive Normalization: A Deep Learning Approach for Wildfire Danger Forecasting

Simulator based on the real physical phenomenons acting in a wildfire, deals with wind, heat capacities..an more.

GRASS GIS module for wildfire simulation wrapping r.ros and r.spread modules

A collection of modules to programmatically search for/download imagery from live cam feeds across the state of California.

Wildfire detection on edge devices

Generate fire perimeter from satellite imagery

A simple (unofficial) lib for interacting with the Landfire API

Finding causal relation between wildfire trends and global climate change

QGIS>Plugins>ManageAnd...>Settings>Add>URL: https://fire2a.github.io/fire-analytics-qgis-processing-toolbox-plugin/plugins.xml Search:Fire>Install Plugin

A repository containing a module for the BCWS fuel typing algorithm, and a scripted GUI that allows users to easily calculate fuel types for the BC VRI dataset, or from plot-level stand structure data.

An AI Powered Wildfire Environmental Conditions Detection and Risk Prediction System