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Deep learning-based monitoring and forecast of the intensity of tropical cyclones

Im, Jungho , Yoo, Cheolhee , Cho, Dongjin , Kim, Kyoungmin , Lee, Juhyun , Cha, Dong-Hyun , Au, Tsz-Chiu

Conference Paper Issue Date2019-07-31 View14

Detection of centers of tropical cyclones through the synergistic use of geostationary and polar-orbiting satellite data

Lee, Juhyun , Im, Jungho , Sim, Sungmoon , Park, Myungsook , Lee, Myong-In

Conference Paper Issue Date2016-12-14 View24

Detection of centers of tropical cyclones using Communication, Ocean, and Meteorological Satellite data

Lee, Juhyun , Im, Jungho , Park, Seohui , Yoo, Cheolhee

Conference Paper Issue Date2017-04-25 View9

Detection of Overshooting Tops over East Asia Using Himawari-8

Park, Heami , Im, Jungho , Kim, Miae , Lee, Juhyun

Conference Paper Issue Date2018-06-06 View21

Detection of tropical cyclone centers using satellite data and spatial metrics

Lee, Juhyun , Im, Jungho , Sim, Sungmoon , Lee, Sanggyun

Conference Paper Issue Date2016-10-15 View9

Detection of tropical cyclone centers using satellite data and spatial metrics

Lee, Juhyun , Im, Jungho , Sim, Sungmoon , Lee, Sanggyun

Conference Paper Issue Date2016-10-25 View10

Enhancing tropical cyclone intensity forecasting with explainable deep learning integrating satellite observations and numerical model outputs File

Lee, Juhyun , Im, Jungho , Shin, Yeji

Article Issue Date2024-06 View8

Explainable deep learning-based characterization and forecasting of tropical cyclones through the synergistic fusion of satellite observations and numerical model data File

Lee, Juhyun

Thesis Issue Date2023-02 View9

Key factors for quantitative precipitation nowcasting using ground weather radar data based on deep learning File File

Han, Daehyeon , Im, Jungho , Shin, Yeji , Lee, Juhyun

Article Issue Date2023-10 View44

Mitigating PTFE decomposition in ultra thick dry-processed anodes for high energy density lithium-ion batteries File

Han, Seungmin , Noh, Eui-Hyurk , Chae, Sujong , Kwon, Kihwan , Lee, Juhyun , Woo, Ji-Su , Park, Seongsu , Lee, Jung Woo , Kim, Patrick Joohyun , Song, Taeseup , et al

Article Issue Date2024-08 View10

Monitoring of overshooting tops over East Asia using Himawari-8 data and machine learning approaches?

Lee, Juhyun , Kim, Miae , Im, Jungho , Kang, Yoojin

Conference Paper Issue Date2018-05-11 View18

Monitoring of overshooting tops over East Asia using Himawari-8 satellite data and machine learning

Lee, Juhyun , Kim, Miae , Sim, Sungmoon , Im, Jungho

Conference Paper Issue Date2018-11-06 View18

Monitoring of overshooting tops over East Asia using Himawari-8 satellite data and machine learning approaches

Lee, Juhyun , Kim, Miae , Im, Jungho , Lee, Sanggyun

Conference Paper Issue Date2018-04-13 View32

Multi-task learning based tropical cyclone intensity monitoring and forecasting through fusion of geostationary satellite data and numerical forecasting model output File

Lee, Juhyun , Yoo, Cheolhee , Im, Jungho , Shin, Yeji , Cho, Dongjin

Article Issue Date2020-10 View67

Pre-trained feature aggregated deep learning-based monitoring of overshooting tops using multi-spectral channels of GeoKompsat-2A advanced meteorological imagery File

Lee, Juhyun , Kim, Miae , Im, Jungho , Han, Hyangsun , Han, Deahyeon

Article Issue Date2021-08 View37

Precipitation nowcasting using ground radar data and simpler yet better video prediction deep learning File

Han, Daehyeon , Choo, Minki , Im, Jungho , Shin, Yeji , Lee, Juhyun , Jung, Sihun

Article Issue Date2023-12 View41

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

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

Article Issue Date2024-01 View25

Tropical Cyclone Intensity Estimation Using Multi-Dimensional Convolutional Neural Networks from Geostationary Satellite Data File File

Lee, Juhyun , Im, Jungho , Cha, Dong-Hyun , Park, Haemi , Sim, Seongmun

Article Issue Date2020-01 View47

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