🔥From a little spark may burst a flame.

Using U-Net Model to Detect Wildfire from Satellite Imagery

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)

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

Eulerian Level set Model of FIRE spread

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

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

😷 WTF is the AQI near me right now?!

Convolutional neural network model based on the architecture of the Faster-RCNN for wildfire smoke detection.

Planning to monitor wildfires with a fleet of UAVs

Wildfire Modeling in Yosemite National Park

Evaluate Wildfire Environmental Impact and Assess Burn Severity Consequences using Cloud Based Geoprocessing via Earth Engine Streamlit App.

The Wildfire Management Tool - WMT (v2.0) - a geo-browser that provides weather and fire behavior forecasts to ensure the safefy of firefighters and effective use of resources

Eloquent-like ORM for Codeigniter 3.

Real-time geospatial intelligence platform — 3D globe visualizing live aircraft, maritime traffic, earthquakes, wildfires, cyber threats, satellites, space weather & more. React + CesiumJS frontend, Rust/Axum backend with Redis caching and WebSocket streaming.

[IEEE TGRS'23] Location-aware Adaptive Normalization: A Deep Learning Approach for Wildfire Danger Forecasting

caliver: CALIbration and VERification of gridded fire danger models

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