Wildfire spread forecasting with Deep Learning

23 May 2025

Papers citing "Wildfire spread forecasting with Deep Learning"

7 / 7 papers shown

Title
FLOGA: A machine learning ready dataset, a benchmark and a novel deep learning model for burnt area mapping with Sentinel-2 Maria Sdraka Alkinoos Dimakos Alexandros Malounis Zisoula Ntasiou Konstantinos Karantzalos Dimitrios Michail Ioannis Papoutsis 74 4 0 06 Nov 2023
Mesogeos: A multi-purpose dataset for data-driven wildfire modeling in the Mediterranean Spyros Kondylatos Ioannis Prapas Gustau Camps-Valls Ioannis Papoutsis 67 14 0 08 Jun 2023
Deep Learning Methods for Daily Wildfire Danger Forecasting Ioannis Prapas Spyros Kondylatos Ioannis Papoutsis Gustau Camps-Valls M. Ronco Miguel-Ángel Fernández-Torres M. Guillem Nuno Carvalhais 60 27 0 04 Nov 2021
Convolutional LSTM Neural Networks for Modeling Wildland Fire Dynamics J. Burge M. Bonanni M. Ihme Lily Hu 90 19 0 11 Dec 2020
A review of machine learning applications in wildfire science and management P. Jain Sean C. P. Coogan Sriram Ganapathi Subramanian Mark Crowley Steve Taylor M. Flannigan 64 487 0 02 Mar 2020
Gaussian Error Linear Units (GELUs) Dan Hendrycks Kevin Gimpel 182 5,067 0 27 Jun 2016
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.9K 77,725 0 18 May 2015