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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 View14
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 View8
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 View4
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 View9
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 View35
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 View12
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 View13
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 View10
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 View8
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