Výsledky vyhledávání - "You-Hyun Baek"

Akademický článek

Tropical cyclone intensity estimation through convolutional neural network transfer learning using two geostationary satellite datasets

Autor: Hyeyoon Jung, You-Hyun Baek, Il-Ju Moon, Juhyun Lee, Eun-Ha Sohn

Publikováno v: Frontiers in Earth Science, Vol 11 (2024)

Accurate prediction and monitoring of tropical cyclone (TC) intensity are crucial for saving lives, mitigating damages, and improving disaster response measures. In this study, we used a convolutional neural network (CNN) model to estimate TC intensi

Externí odkaz: https://doaj.org/article/86de0f4d0a6f4bdc92dab7519ebdfce9

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Akademický článek

A Novel Tropical Cyclone Size Estimation Model Based on a Convolutional Neural Network Using Geostationary Satellite Imagery

Autor: You-Hyun Baek, Il-Ju Moon, Jungho Im, Juhyun Lee

Publikováno v: Remote Sensing, Vol 14, Iss 2, p 426 (2022)

A novel tropical cyclone (TC) size estimation model (TC-SEM) in the western North Pacific was developed based on a convolutional neural network (CNN) using geostationary satellite infrared (IR) images. The proposed TC-SEM was tested using three CNN s

Externí odkaz: https://doaj.org/article/a282318120b94a928ae37d32f1685210

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Estimation of Satellite-Based Upper-Ocean Temperature Profile in the Western North Pacific and Its Application to Tropical Cyclone Intensity Predictions

Autor: Il-Ju Moon, You-Hyun Baek

Publikováno v: Journal of Coastal Research. 90:261

Baek, Y.-H. and Moon, I.-J., 2019. Estimation of satellite-based upper-ocean temperature profile in the western North Pacific and its application to tropical cyclone intensity predictions. In: Jung, H.-S.; Lee, S.; Ryu, J.-H., and Cui, T. (eds.), Adv

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::40382a082f1a40d8f1e06cdcf8c09260
https://doi.org/10.2112/si90-032.1

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