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2403.08414
Cited By
Causal Graph Neural Networks for Wildfire Danger Prediction
13 March 2024
Shan Zhao
Ioannis Prapas
Ilektra Karasante
Zhitong Xiong
Ioannis Papoutsis
Gustau Camps-Valls
Xiao Xiang Zhu
CML
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Papers citing
"Causal Graph Neural Networks for Wildfire Danger Prediction"
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
Beyond Grid Data: Exploring Graph Neural Networks for Earth Observation
Shan Zhao
Zhaiyu Chen
Zhitong Xiong
Yilei Shi
Sudipan Saha
Xiao Xiang Zhu
AI4CE
41
2
0
05 Nov 2024
Wildfire Risk Prediction: A Review
Zhengsen Xu
Jonathan Li
Linlin Xu
33
0
0
02 May 2024
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
One for All: Toward Unified Foundation Models for Earth Vision
Zhitong Xiong
Yi Wang
Fahong Zhang
Xiao Xiang Zhu
29
18
0
15 Jan 2024
TeleViT: Teleconnection-driven Transformers Improve Subseasonal to Seasonal Wildfire Forecasting
Ioannis Prapas
N. Bountos
Spyros Kondylatos
Dimitrios Michail
Gustau Camps-Valls
Ioannis Papoutsis
AI4TS
30
12
0
19 Jun 2023
Discovering Causal Relations and Equations from Data
Gustau Camps-Valls
Andreas Gerhardus
Urmi Ninad
Gherardo Varando
Georg Martius
E. Balaguer-Ballester
Ricardo Vinuesa
Emiliano Díaz
L. Zanna
Jakob Runge
PINN
AI4Cl
AI4CE
CML
35
72
0
21 May 2023
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