pyro-risks

Forecaster

Provides machine learning-based wildfire forecasting capabilities

Data science for wildfire risk forecasting and monitoring

GitHub

25 stars
6 watching
8 forks
Language: Jupyter Notebook
last commit: 4 months ago
Linked from 1 awesome list

python3scikit-learnwildfire-forecasting

Backlinks from these awesome lists:

Related projects:

Repository Description Stars
pyronear/pyro-vision A Python-based computer vision library for detecting wildfires using deep learning models. 52
orion-ai-lab/mesogeos A multi-purpose dataset and code repository for training deep learning models to predict wildfire behavior in the Mediterranean region. 46
ecmwfcode4earth/wildfire-forecasting An open-source project that applies deep learning to forecast wildfire danger using earth observation data. 51
datadesk/nasa-wildfires Downloads wildfire hotspots and associated data from NASA satellites 34
perceptilabs/wildfire-detection Develops machine learning models to automatically detect wildfires from images 7
mitrefireline/simfire A simulation environment used to train reinforcement learning agents to fight wildfires. 31
bcgov/wps An open-source service providing wildfire predictions and support for decision-making in prevention, preparedness, response, and recovery. 42
uber/orbit A Python package for Bayesian time series forecasting and inference with probabilistic programming languages under the hood. 1,899
forefireapi/firefront A simulation tool for modeling wildland fire spread, using C++ and Python 37
alirezashamsoshoara/fire-detection-uav-aerial-image-classification-segmentation-unmannedaerialvehicle Developing machine learning models to classify and segment aerial images of wildfires for unmanned aerial vehicle (UAV) applications. 183
microsoft/aurora An implementation of a machine learning model for predicting atmospheric variables 267
pyro-ppl/numpyro A lightweight probabilistic programming library built on top of JAX and NumPy. 2,341
earthlab/firedpy A tool for classifying fire events from satellite data 37
gfdrr/thinkhazard An application that provides hazard level classification and risk management advice for disaster projects worldwide. 33
sisl/pyrorl An environment for simulating wildfire evacuation through reinforcement learning and grid-based navigation. 16