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GIScience & Remote Sensing Volume 58, 2021 - Issue 7
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Research Article

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

Juhyun Leea Department of Urban & Environmental Engineering, Ulsan National Institute of Science and Technology, Ulsan, Republic of KoreaORCID Iconhttps://orcid.org/0000-0001-9758-015XView further author information
ORCID Icon,
Miae Kima Department of Urban & Environmental Engineering, Ulsan National Institute of Science and Technology, Ulsan, Republic of KoreaORCID Iconhttps://orcid.org/0000-0002-9805-7261View further author information
ORCID Icon,
Jungho Ima Department of Urban & Environmental Engineering, Ulsan National Institute of Science and Technology, Ulsan, Republic of KoreaCorrespondence[email protected]
ORCID Iconhttps://orcid.org/0000-0002-4506-6877View further author information
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Hyangsun Hanb Department of Geophysics, Kangwon National University, Chuncheon, Republic of KoreaORCID Iconhttps://orcid.org/0000-0002-0414-519XView further author information
ORCID Icon &
Deahyeon Hana Department of Urban & Environmental Engineering, Ulsan National Institute of Science and Technology, Ulsan, Republic of KoreaORCID Iconhttps://orcid.org/0000-0002-1907-8006View further author information
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Pages 1052-1071 | Received 11 Mar 2021, Accepted 20 Jul 2021, Published online: 10 Aug 2021

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Daehyeon Han, Minki Choo, Jungho Im, Yeji Shin, Juhyun Lee & Sihun Jung. (2023) Precipitation nowcasting using ground radar data and simpler yet better video prediction deep learning. GIScience & Remote Sensing 60:1.
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Yoojin Kang, Eunna Jang, Jungho Im & Chungeun Kwon. (2022) A deep learning model using geostationary satellite data for forest fire detection with reduced detection latency. GIScience & Remote Sensing 59:1, pages 2019-2035.
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Soobong Lee & Jaewan Choi. (2022) A snow cover mapping algorithm based on a multitemporal dataset for GK-2A imagery. GIScience & Remote Sensing 59:1, pages 1078-1102.
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Seok Min Hong, Kyung Hwa Cho, Sanghyun Park, Taegu Kang, Moon Sung Kim, Gibeom Nam & JongCheol Pyo. (2022) Estimation of cyanobacteria pigments in the main rivers of South Korea using spatial attention convolutional neural network with hyperspectral imagery. GIScience & Remote Sensing 59:1, pages 547-567.
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Articles from other publishers (4)

Alexander Chernokulsky, Andrey Shikhov, Yulia Yarinich & Alexander Sprygin. (2023) An Empirical Relationship among Characteristics of Severe Convective Storms, Their Cloud-Top Properties and Environmental Parameters in Northern Eurasia. Atmosphere 14:1, pages 174.
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Yeji Shin, Juhyun Lee, Jungho Im & Seongmun Sim. (2022) An Advanced Operational Approach for Tropical Cyclone Center Estimation Using Geostationary-Satellite-Based Water Vapor and Infrared Channels. Remote Sensing 14:19, pages 4800.
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Sihun Jung, Cheolhee Yoo & Jungho Im. (2022) High-Resolution Seamless Daily Sea Surface Temperature Based on Satellite Data Fusion and Machine Learning over Kuroshio Extension. Remote Sensing 14:3, pages 575.
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Kyung-Hoon Han, Jae-Cheol Jang, Sumin Ryu, Eun-Ha Sohn & Sungwook Hong. (2022) Hypothetical Visible Bands of Advanced Meteorological Imager Onboard the Geostationary Korea Multi-Purpose Satellite -2A Using Data-To-Data Translation. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 15, pages 8378-8388.
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