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1910.10566
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Tropical Cyclone Track Forecasting using Fused Deep Learning from Aligned Reanalysis Data
23 October 2019
Sophie Giffard-Roisin
Mo Yang
Guillaume Charpiat
Christina Kumler-Bonfanti
Balázs Kégl
C. Monteleoni
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Papers citing
"Tropical Cyclone Track Forecasting using Fused Deep Learning from Aligned Reanalysis Data"
13 / 13 papers shown
Title
Long-Term Typhoon Trajectory Prediction: A Physics-Conditioned Approach Without Reanalysis Data
Young-Jae Park
Minseok Seo
Do-Yun Kim
Hyeri Kim
Sanghoon Choi
Beomkyu Choi
Jeongwon Ryu
Sohee Son
Hae-Gon Jeon
Yeji Choi
55
3
0
28 Jan 2024
GraphTransformers for Geospatial Forecasting of Hurricane Trajectories
P. Banerjee
Satyaki Chakraborty
AI4TS
23
0
0
31 Oct 2023
Deep Learning Techniques in Extreme Weather Events: A Review
Shikha Verma
K. Srivastava
Akhilesh Tiwari
Shekhar Verma
AI4Cl
53
1
0
18 Aug 2023
Forecasting formation of a Tropical Cyclone Using Reanalysis Data
Sandeep Kumar
Koushik Biswas
A. Pandey
AI4Cl
30
0
0
10 Dec 2022
Probabilistic forecasts of extreme heatwaves using convolutional neural networks in a regime of lack of data
G. Miloshevich
Bastien Cozian
P. Abry
Pierre Borgnat
F. Bouchet
AI4CE
90
30
0
01 Aug 2022
Recognition of polar lows in Sentinel-1 SAR images with deep learning
J. Grahn
F. Bianchi
53
3
0
30 Mar 2022
Dual-Branched Spatio-temporal Fusion Network for Multi-horizon Tropical Cyclone Track Forecast
Zili Liu
Kunyan Hao
Xiaoyi Geng
Zhenwei Shi
53
16
0
27 Feb 2022
Machine learning for Earth System Science (ESS): A survey, status and future directions for South Asia
Manmeet Singh
B. Kumar
R. Chattopadhyay
K. Amarjyothi
Anup K. Sutar
Sukanta Roy
Suryachandra A. Rao
R. Nanjundiah
AI4Cl
57
1
0
24 Dec 2021
Prediction of Landfall Intensity, Location, and Time of a Tropical Cyclone
Sandeep Kumar
Koushik Biswas
A. Pandey
32
8
0
30 Mar 2021
Predicting Landfall's Location and Time of a Tropical Cyclone Using Reanalysis Data
Sandeep Kumar
Koushik Biswas
A. Pandey
41
2
0
30 Mar 2021
Hurricane Forecasting: A Novel Multimodal Machine Learning Framework
L. Boussioux
C. Zeng
Théo Guénais
Dimitris Bertsimas
64
40
0
11 Nov 2020
Structural Forecasting for Tropical Cyclone Intensity Prediction: Providing Insight with Deep Learning
Trey McNeely
Niccolò Dalmasso
Kimberly M. Wood
Ann B. Lee
27
1
0
07 Oct 2020
Tropical and Extratropical Cyclone Detection Using Deep Learning
Christina Kumler-Bonfanti
J. Stewart
D. Hall
M. Govett
36
37
0
18 May 2020
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