Extreme Precipitation Nowcasting using Deep Generative Models

H. Bi; M.S. Kyryliuk; Z. Wang; C. Meo; Y. Wang; Ruben Imhoff; R. Uijlenhoet; J.H.G. Dauwels

Extreme Precipitation Nowcasting using Deep Generative Models

H. Bi, M.S. Kyryliuk, Z. Wang, C. Meo, Y. Wang, Ruben Imhoff, R. Uijlenhoet, J.H.G. Dauwels

Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

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Abstract

Extreme precipitation usually leads to substantial impacts. Floods in the Netherlands, Belgium and Germany in the summer of 2021 have caused loss of lives, destruction of infrastructures, and long-term effect on economics. To avoid such disasters, it is important to develop a reliable and accurate method to predict heavy rain.

Original language	English
Title of host publication	42nd WIC Symposium on Information Theory and Signal Processing in the Benelux (SITB 2022)
Editors	Jérôme Louveaux, François Quitin
Pages	73
Number of pages	1
Publication status	Published - 2022
Event	42nd WIC Symposium on Information Theory and Signal Processing in the Benelux - Louvain la Neuve, Belgium Duration: 1 Jun 2022 → 2 Jun 2022 Conference number: 42

Conference

Conference	42nd WIC Symposium on Information Theory and Signal Processing in the Benelux
Abbreviated title	SITB 2022
Country/Territory	Belgium
City	Louvain la Neuve
Period	1/06/22 → 2/06/22

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@inproceedings{f406f1a4c78c47ad9bf307c597ef8856,

title = "Extreme Precipitation Nowcasting using Deep Generative Models",

abstract = "Extreme precipitation usually leads to substantial impacts. Floods in the Netherlands, Belgium and Germany in the summer of 2021 have caused loss of lives, destruction of infrastructures, and long-term effect on economics. To avoid such disasters, it is important to develop a reliable and accurate method to predict heavy rain. ",

author = "H. Bi and M.S. Kyryliuk and Z. Wang and C. Meo and Y. Wang and Ruben Imhoff and R. Uijlenhoet and J.H.G. Dauwels",

year = "2022",

language = "English",

pages = "73",

editor = "J{\'e}r{\^o}me Louveaux and Fran{\c c}ois Quitin",

booktitle = "42nd WIC Symposium on Information Theory and Signal Processing in the Benelux (SITB 2022)",

note = "42nd WIC Symposium on Information Theory and Signal Processing in the Benelux , SITB 2022 ; Conference date: 01-06-2022 Through 02-06-2022",

}

Bi, H, Kyryliuk, MS, Wang, Z, Meo, C , Wang, Y, Imhoff, R, Uijlenhoet, R & Dauwels, JHG 2022, Extreme Precipitation Nowcasting using Deep Generative Models. in J Louveaux & F Quitin (eds), 42nd WIC Symposium on Information Theory and Signal Processing in the Benelux (SITB 2022). pp. 73, 42nd WIC Symposium on Information Theory and Signal Processing in the Benelux , Louvain la Neuve, Belgium, 1/06/22.

Extreme Precipitation Nowcasting using Deep Generative Models. / Bi, H.; Kyryliuk, M.S.; Wang, Z. et al.
42nd WIC Symposium on Information Theory and Signal Processing in the Benelux (SITB 2022). ed. / Jérôme Louveaux; François Quitin. 2022. p. 73.

Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

TY - GEN

T1 - Extreme Precipitation Nowcasting using Deep Generative Models

AU - Bi, H.

AU - Kyryliuk, M.S.

AU - Wang, Z.

AU - Meo, C.

AU - Wang, Y.

AU - Imhoff, Ruben

AU - Uijlenhoet, R.

AU - Dauwels, J.H.G.

N1 - Conference code: 42

PY - 2022

Y1 - 2022

N2 - Extreme precipitation usually leads to substantial impacts. Floods in the Netherlands, Belgium and Germany in the summer of 2021 have caused loss of lives, destruction of infrastructures, and long-term effect on economics. To avoid such disasters, it is important to develop a reliable and accurate method to predict heavy rain.

AB - Extreme precipitation usually leads to substantial impacts. Floods in the Netherlands, Belgium and Germany in the summer of 2021 have caused loss of lives, destruction of infrastructures, and long-term effect on economics. To avoid such disasters, it is important to develop a reliable and accurate method to predict heavy rain.

M3 - Conference contribution

SP - 73

BT - 42nd WIC Symposium on Information Theory and Signal Processing in the Benelux (SITB 2022)

A2 - Louveaux, Jérôme

A2 - Quitin, François

T2 - 42nd WIC Symposium on Information Theory and Signal Processing in the Benelux

Y2 - 1 June 2022 through 2 June 2022

ER -

Extreme Precipitation Nowcasting using Deep Generative Models

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