wildfire
There are 2 repositories under wildfire topic.
cheng-kang / wildfire
🔥From a little spark may burst a flame.
Language:CSS 178yueureka / WildFireDetection
Using U-Net Model to Detect Wildfire from Satellite Imagery
Language:HTML 66AlirezaShamsoshoara / Multi-Independent-Agent-Reinforcement-Learning-UAV-Autonomous-Spectrum-QLearning
An Autonomous Spectrum Management Scheme for Unmanned Aerial Vehicle Networks in Disaster Relief Operations using Multi Independent Agent Reinforcement Learning
Language:Python 54A solution for Dynamic Spectrum Management in Mission-Critical UAV Networks using Team Q learning as a Multi-Agent Reinforcement Learning Approach
Language:Python 54- pyro-vision
pyronear / pyro-vision
Computer vision library for wildfire detection 🌲 Deep learning models in PyTorch & ONNX for inference on edge devices (e.g. Raspberry Pi)
Language:Python 50 - Language:JavaScript 44
XC-Li / Parallel_CellularAutomaton_Wildfire
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
Language:Python 44bcgov / wps
Wildfire Predictive Services to support decision making in prevention, preparedness, response and recovery
Language:Python 37mitrefireline / simfire
An open-source wildfire simulator written in Python and meant to be used to train reinforcement learning (RL) agents.
Language:Python 23- Language:Fortran 21
laas / fire-rs-saop
Planning to monitor wildfires with a fleet of UAVs
Language:C++ 20acoiman / wildfire_modeling
Wildfire Modeling in Yosemite National Park
Language:Jupyter Notebook 18- Forest_wildfire_spreading_convLSTM
besmehenni / Forest_wildfire_spreading_convLSTM
A personal trial to understand and simulate forest wildfire spreading from satellite data using Deep Learning (a model with a ConvLSTM layer).
- Language:R 18
- Wildfire-Smoke-Detection
jasonmanesis / Wildfire-Smoke-Detection
Convolutional neural network model based on the architecture of the Faster-RCNN for wildfire smoke detection.
Language:Jupyter Notebook 16 - Language:PHP 16
WorldWindEarth / wildfire
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
Language:JavaScript 15DRMALEK / Wildfire_Research_Resources
A repository to be used as a resource in the wildfire area like the detection, forecasting, and segmentation of wildfires 🔥, after the heart-breaking wildfires in Turkey ❤️
ecmwf-projects / ai-vegetation-fuel
Predicting Fuel Load from earth observation data using Machine Learning
Language:Jupyter Notebook 14forestobservatory / cfo-api
Python wrappers for accessing Forest Observatory data via the Salo API
Language:Python 13- air-quality-bot
alexdlaird / air-quality-bot
Texting service to receive current air quality conditions and maps, powered by AirNow, Twilio, and AWS
Language:Python 11 Multielio / Wildfire-Simulator-v0.9
Simulator based on the real physical phenomenons acting in a wildfire, deals with wind, heat capacities..an more.
Language:Python 11Seyed-Ali-Ahmadi / FirePred
Contains codes of the paper "FirePred: A hybrid multi-temporal convolutional neural network model for wildfire spread prediction" using environmental variables
Language:Jupyter Notebook 10vannizhang / wildfire-viz-app
visualize active wildfire activities in ArcGIS's firefly style
Language:TypeScript 10- Language:JavaScript 9
An open-source Reinforcement Learning (RL) harness written in Python to work with SimFire for training agents to fight wildfires on real data.
Language:Python 9FBP Go provides users a mobile solution to perform fire behaviour calculations in the field.
Language:Dart 8ncsu-geoforall-lab / r.fire.spread
GRASS GIS module for wildfire simulation wrapping r.ros and r.spread modules
Language:Python 8a3r0id / california-live-cams
A collection of modules to programmatically search for/download imagery from live cam feeds across the state of California.
Language:Python 7HakamShams / LOAN
Location-aware Adaptive Normalization: A Deep Learning Approach for Wildfire Danger Forecasting
Language:Python 7- pyro-engine
Wildfire detection on edge devices
Language:Python 7 BeppeMarnell / MSc-Thesis-Wildfire-prediction
Wildfire risk assessment using remote sensing data - Prediction of Wildfires
Language:Jupyter Notebook 6AngeloUNIMI / WildfireSmokeDetection
Source code for the CIMSA 2011 paper "Wildfire smoke detection using computational intelligence techniques" and the 2013 IEEE TSMC:S paper "Wildfire smoke detection using computational intelligence techniques enhanced with synthetic smoke plume generation"
Language:MATLAB 5Generate fire perimeter from satellite imagery
Language:Python 5- global_fss_analysis_forecasting
lnferreira / global_fss_analysis_forecasting
Code used in the paper "Global Fire Season Severity Analysis and Forecasting"
Language:R 5 - Language:HTML 5
