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Education and qualifications (1)

Korea University: Seoul, KR

Education
Source: Self-asserted source
Jongyun Byun

Works (9)

Rainfall Intensity Estimation Based on Raindrops Sound: Leveraging the Convolutional Neural Network for Analyzing Spectrogram

2025-01-20 | Preprint
DOI: 10.5194/egusphere-egu24-19085
Contributors: Seunghyun Hwang; Jinwook Lee; Jongyun Byun; Kihong Park; Changhyun Jun
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Unveiling the Geodetic Distribution of Temporal Characteristics in Rainstorm Events across Republic of Korea

2025-01-20 | Preprint
DOI: 10.5194/egusphere-egu24-18921
Contributors: Hoyoung Cha; Jongjin Baik; Hyeon-Joon Kim; Jinwook Lee; Jongyun Byun; Changhyun Jun
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Crossref

Optimizing Temporal Weighting Functions to Improve Rainfall Prediction Accuracy in Merged Numerical Weather Prediction Models for the Korean Peninsula

Remote Sensing
2024-08-08 | Journal article
DOI: 10.3390/rs16162904
Contributors: Jongyun Byun; Hyeon-Joon Kim; Narae Kang; Jungsoo Yoon; Seokhwan Hwang; Changhyun Jun
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Deep Learning-Based Rainfall Prediction Using Cloud Image Analysis

IEEE Transactions on Geoscience and Remote Sensing
2023 | Journal article
DOI: 10.1109/TGRS.2023.3263872
Contributors: Jongyun Byun; Changhyun Jun; Jinwon Kim; Jaehoon Cha; Roya Narimani
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Crossref

Multilayer perceptron-based predictive model using wavelet transform for the reconstruction of missing rainfall data

Stochastic Environmental Research and Risk Assessment
2023-05-31 | Journal article
DOI: 10.1007/s00477-023-02471-8
Part of ISSN: 1436-3240
Part of ISSN: 1436-3259
Contributors: Roya Narimani; Changhyun Jun; Carlo De Michele; Thian Yew Gan; Somayeh Moghimi Nezhad; Jongyun Byun
Source: Self-asserted source
Jongyun Byun

Estimation of Fine Dust Concentration from BGR Images in Surveillance Cameras

2023-05-15 | Preprint
DOI: 10.5194/egusphere-egu23-11355
Contributors: Hoyoung Cha; Jongyun Byun; Jongjin Baik; Changhyun Jun
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Crossref

Real-time Rainfall Estimation Using Binarized Rain Streak Images in Surveillance Cameras

2023-05-15 | Preprint
DOI: 10.5194/egusphere-egu23-12626
Contributors: Jongyun Byun; Jinwook Lee; Hyeon-Joon Kim; Changhyun Jun
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Crossref

Estimation of raindrop size distribution and rain rate with infrared surveillance camera in dark conditions

Atmospheric Measurement Techniques
2023-02-08 | Journal article
DOI: 10.5194/amt-16-707-2023
Contributors: Jinwook Lee; Jongyun Byun; Jongjin Baik; Changhyun Jun; Hyeon-Joon Kim
Source: check_circle
Crossref

Estimation of raindrop size distribution and rain rate with infrared surveillance camera in dark conditions

2022-08-23 | Preprint
DOI: 10.5194/amt-2022-196
Contributors: Jinwook Lee; Jongyun Byun; Jongjin Baik; Changhyun Jun; Hyeon-Joon Kim
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