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A machine learning approach for early warning of cyanobacterial bloom outbreaks in a freshwater reservoir File

Park, Yongeun , Lee, Han Kyu , Shin, Jae-Ki , Chon, Kangmin , Kim, SungHwan , Cho, Kyung Hwa , Kim, Jin Hwi , Baek, Sang-Soo

Article Issue Date2021-06 View196
An integrated watershed modeling approach using soil and water assessment tool and graph convolutional long short-term memory File

Jeong, Dae Seong , Kwon, Do Hyuck , Kim, Jin Hwi , Cho, Kyung Hwa , Ki, Seo Jin , Shin, Jae-Ki , Park, Yongeun

Article Issue Date2026-02 View22
Application of airborne hyperspectral imagery to retrieve spatiotemporal CDOM distribution using machine learning in a reservoir File File

Kim, Jinuk , Jang, Wonjin , Kim, Jin Hwi , Lee, Jiwan , Cho, Kyung Hwa , Lee, Yong-Gu , Chon, Kangmin , Park, Sanghyun , Pyo, JongCheol , Park, Yongeun , et al

Article Issue Date2022-11 View254
Assessing the applicability of the soil and water assessment tool-deep learning hybrid model for predicting total nitrogen loads in a mixed agricultural watershed File

Jeong, Dae Seong , Jeong, Heewon , Kim, Joon Ha , Kwon, Do Hyuk , Kim, Jin Hwi , Park, Yongeun

Article Issue Date2026-01 View31
Improving chlorophyll-a estimation using Sentinel-2 data: a comparative analysis of augmented datasets File File

Lee, Jinmyeong , Kwon, Do Hyuck , Jeong, Heewon , Nam, Gibeom , Hwang, Euiho , Kim, Jin Hwi , Cho, Kyung Hwa , Kim, Hyo Gyeom

Article Issue Date2025-12 View13726
Improving the performance of machine learning models for early warning of harmful algal blooms using an adaptive synthetic sampling method File

Kim, Jin Hwi , Shin, Jae-Ki , Lee, Hankyu , Lee, Dong Hoon , Kang, Joo-Hyon , Cho, Kyung Hwa , Lee, Yong-Gu , Chon, Kangmin , Baek, Sang-Soo , Park, Yongeun

Article Issue Date2021-12 View109
Optimal Band Selection for Airborne Hyperspectral Imagery to Retrieve a Wide Range of Cyanobacterial Pigment Concentration Using a Data-Driven Approach File File

Jang, Wonjin , Park, Yongeun , Pyo, JongCheol , Park, Sanghyun , Kim, Jinuk , Kim, Jin Hwi , Cho, Kyung Hwa , Shin, Jae-Ki , Kim, Seongjoon

Article Issue Date2022-04 View107
Physics-guided deep learning surrogate model with graph attention for long-term radionuclide transport prediction in deep geological repositories File

Jeong, Dae Seong , Lee, Jinuk , Pyo, JongCheol , Baek, Sang-Soo , Kim, Jin Hwi , Jeong, Mi-Seon , Yun, Hyungju , Cho, Kyung Hwa

Article Issue Date2026-01 View13
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