wildfire-forecasting

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ECMWFCode4Earth /wildfire-forecasting

Star52

Forecasting wildfire danger using deep learning.

deep-learning gis remote-sensing earth-observation wildfire-forecasting

UpdatedJan 23, 2022
Jupyter Notebook

Orion-AI-Lab /mesogeos

Star49

A multi-purpose dataset for data-driven wildfire modeling in the Mediterranean. Deep Learning models for wildfire modeling, e.g. danger forecasting, burned area prediction, etc

deep-learning datacube mediterranean forests zarr wildfire-forecasting

UpdatedJan 13, 2025
Jupyter Notebook

Orion-AI-Lab /televit

Star30

Teleconnection-driven vision transformers for improved long-term forecasting

deep-learning transformers seasonal wildfires wildfire-forecasting teleconnections

UpdatedNov 1, 2023
Python

pyronear /pyro-risks

Sponsor

Star24

Data science for wildfire risk forecasting and monitoring

scikit-learn python3 wildfire-forecasting

UpdatedAug 19, 2024
Jupyter Notebook

BeppeMarnell /MSc-Thesis-Wildfire-prediction

Star10

Wildfire risk assessment using remote sensing data - Prediction of Wildfires

thesis machine-learning-algorithms keras remote-sensing research-project image-segmentation cnn-keras wildfire assessment-project wildfire-management risk-prediction wildfire-forecasting wildfire-detection

UpdatedMay 10, 2024
Jupyter Notebook

josephchancey /ca-wildfire-ml

Star2

machine-learning wildfire-data california-fires wildfire-forecasting wildfire-data-visualization

UpdatedDec 13, 2021
Jupyter Notebook

emxsys /wildfire-management-tool

Star1

Wildfire Management Tool (WMT) - desktop version, with the Campbell Prediction System (CPS). (This git repo was migrated from the original BitBucket/Mercurial repo.)

java netbeans netbeans-platform wildfire wildfire-forecasting

UpdatedAug 29, 2021
Java

osyounis /cali_wildfire_likelihood_predictor

Star1

General Assembly Data Science Immersive (GA-DSI) Group Project - A machine learning model to predict the likelihood of a California wildfire based on historical weather and wildfire data.

python api machine-learning tensorflow scikit-learn sklearn keras jupyter-notebook group-project folium webscraping wildfire-forecasting

UpdatedJan 4, 2022
Jupyter Notebook

AnasMourahib /wildfire_modeling

Star1

This repository includes some applications of extreme value analysis techniques for modeling wildfire data. It's a work in progress :) — feel free to reach out if you'd like more details!

extreme-value-statistics wildfire-forecasting

UpdatedJan 27, 2025
R

mbugallo /aZINB11Fires

Star0

In this repository you will find the complete implementation of the model proposed in the paper entitled “Wildfire prediction using zero-inflated negative binomial mixed models: Application to Spain”

bootstrap prediction mean-squared-error wildfire-forecasting zero-inflated-negative-binomial-mixed-model