Self-organizing maps of typhoon tracks allow for flood forecasts up to two days in advance

Tropical cyclones can cause severe flooding when making landfall, but these water flows can often only be forecasted a few hours before. Here, the authors present a new approach using self-organizing maps and flow characteristic curves to predict tropical cyclone related runoff up to two days in adv...

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Autores principales:	Li-Chiu Chang, Fi-John Chang, Shun-Nien Yang, Fong-He Tsai, Ting-Hua Chang, Edwin E. Herricks
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2020
Materias:	Science Q
Acceso en línea:	https://doaj.org/article/e05bd53be3724c46aee8f0d11d9f9906
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id	oai:doaj.org-article:e05bd53be3724c46aee8f0d11d9f9906
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spelling	oai:doaj.org-article:e05bd53be3724c46aee8f0d11d9f99062021-12-02T15:39:17ZSelf-organizing maps of typhoon tracks allow for flood forecasts up to two days in advance10.1038/s41467-020-15734-72041-1723https://doaj.org/article/e05bd53be3724c46aee8f0d11d9f99062020-04-01T00:00:00Zhttps://doi.org/10.1038/s41467-020-15734-7https://doaj.org/toc/2041-1723Tropical cyclones can cause severe flooding when making landfall, but these water flows can often only be forecasted a few hours before. Here, the authors present a new approach using self-organizing maps and flow characteristic curves to predict tropical cyclone related runoff up to two days in advance.Li-Chiu ChangFi-John ChangShun-Nien YangFong-He TsaiTing-Hua ChangEdwin E. HerricksNature PortfolioarticleScienceQENNature Communications, Vol 11, Iss 1, Pp 1-13 (2020)
institution	DOAJ
collection	DOAJ
language	EN
topic	Science Q
spellingShingle	Science Q Li-Chiu Chang Fi-John Chang Shun-Nien Yang Fong-He Tsai Ting-Hua Chang Edwin E. Herricks Self-organizing maps of typhoon tracks allow for flood forecasts up to two days in advance
description	Tropical cyclones can cause severe flooding when making landfall, but these water flows can often only be forecasted a few hours before. Here, the authors present a new approach using self-organizing maps and flow characteristic curves to predict tropical cyclone related runoff up to two days in advance.
format	article
author	Li-Chiu Chang Fi-John Chang Shun-Nien Yang Fong-He Tsai Ting-Hua Chang Edwin E. Herricks
author_facet	Li-Chiu Chang Fi-John Chang Shun-Nien Yang Fong-He Tsai Ting-Hua Chang Edwin E. Herricks
author_sort	Li-Chiu Chang
title	Self-organizing maps of typhoon tracks allow for flood forecasts up to two days in advance
title_short	Self-organizing maps of typhoon tracks allow for flood forecasts up to two days in advance
title_full	Self-organizing maps of typhoon tracks allow for flood forecasts up to two days in advance
title_fullStr	Self-organizing maps of typhoon tracks allow for flood forecasts up to two days in advance
title_full_unstemmed	Self-organizing maps of typhoon tracks allow for flood forecasts up to two days in advance
title_sort	self-organizing maps of typhoon tracks allow for flood forecasts up to two days in advance
publisher	Nature Portfolio
publishDate	2020
url	https://doaj.org/article/e05bd53be3724c46aee8f0d11d9f9906
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Self-organizing maps of typhoon tracks allow for flood forecasts up to two days in advance

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