TeleViT: Teleconnection-driven Transformers Improve Subseasonal to
Seasonal Wildfire Forecasting

TeleViT: Teleconnection-driven Transformers Improve Subseasonal to Seasonal Wildfire Forecasting

19 June 2023

Spyros Kondylatos

Dimitrios Michail

Gustau Camps-Valls

Ioannis Papoutsis

Papers citing "TeleViT: Teleconnection-driven Transformers Improve Subseasonal to Seasonal Wildfire Forecasting"

7 / 7 papers shown

Title
FireCastNet: Earth-as-a-Graph for Seasonal Fire Prediction Dimitrios Michail Charalampos Davalas Lefki-Ioanna Panagiotou Ioannis Prapas Spyros Kondylatos N. Bountos Ioannis Papoutsis 40 0 0 03 Feb 2025
Seasonal Fire Prediction using Spatio-Temporal Deep Neural Networks Dimitrios Michail Lefki-Ioanna Panagiotou Charalampos Davalas Ioannis Prapas Spyros Kondylatos N. Bountos Ioannis Papoutsis 38 5 0 09 Apr 2024
Causal Graph Neural Networks for Wildfire Danger Prediction Shan Zhao Ioannis Prapas Ilektra Karasante Zhitong Xiong Ioannis Papoutsis Gustau Camps-Valls Xiao Xiang Zhu CML 27 6 0 13 Mar 2024
Efficient Subseasonal Weather Forecast using Teleconnection-informed Transformers Shan Zhao Zhitong Xiong Xiao Xiang Zhu AI4TS 15 0 0 31 Jan 2024
SeasFire as a Multivariate Earth System Datacube for Wildfire Dynamics Ilektra Karasante Lazaro Alonso Ioannis Prapas Akanksha Ahuja Nuno Carvalhais Ioannis Papoutsis 11 5 0 12 Dec 2023
Foundation Models for Weather and Climate Data Understanding: A Comprehensive Survey Shengchao Chen Guodong Long Jing Jiang Dikai Liu Chengqi Zhang SyDa AI4CE 26 24 0 05 Dec 2023
Deep Learning for Global Wildfire Forecasting Ioannis Prapas Akanksha Ahuja Spyros Kondylatos Ilektra Karasante Eleanna Panagiotou Lazaro Alonso Charalampos Davalas Dimitrios Michail Nuno Carvalhais Ioannis Papoutsis 21 12 0 01 Nov 2022