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Automatic classification of microplastics and natural organic matter mixtures using a deep learning model File

Lee, Seunghyeon , Jeong, Heewon , Hong, Seok Min , Yun, Daeun , Lee, Jiye , Kim, Eunju , Cho, Kyung Hwa

Article Issue Date2023-11 View202

Autonomous calibration of EFDC for predicting chlorophyll-a using reinforcement learning and a real-time monitoring system File

Hong, Seok Min , Abbas, Ather , Kim, Soobin , Kwon, Do Hyuck , Yoon, Nakyung , Yun, Daeun , Lee, Sanguk , Pachepsky, Yakov , Pyo, Jongcheol , Cho, Kyung Hwa

Article Issue Date2023-10 View166

Convolutional neural network for estimating vertical profiles of harmful cyanobacteria using drone-borne hyperspectral image in lake water

Hong, Seok Min , Baek, Sang-Soo , Yun, Daeun , Kwon, Yong-Hwan , Pyo, JongCheol , Cho, Kyung Hwa

Conference Paper Issue Date2020-11-13 View63

Deep learning-based efficient drone-borne sensing of cyanobacterial blooms using a clique-based feature extraction approach File

Shin, Jihoon , Lee, Gunhyeong , Kim, Taeho , Cho, Kyung Hwa , Hong, Seok Min , Kwon, Do Hyuck , Pyo, Jongcheol , Cha, Yoonkyung

Article Issue Date2024-02 View151

Deep learning-based super-resolution for harmful algal bloom monitoring of inland water File File

Kwon, Do Hyuck , Hong, Seok Min , Abbas, Ather , Park, Sanghyun , Nam, Gibeom , Yoo, Jae-Hyun , Kim, Kyunghyun , Kim, Hong Tae , Pyo, Jongcheol , Cho, Kyung Hwa

Article Issue Date2023-09 View81

Developing a data-driven modeling framework for simulating a chemical accident in freshwater File

Kim, Soobin , Abbas, Ather , Pyo, Jongchoel , Kim, Hyein , Hong, Seok Min , Baek, Sang-Soo , Cho, Kyung Hwa

Article Issue Date2023-11 View120

Distribution coefficient prediction using multimodal machine learning based on soil adsorption factors, XRF, and XRD spectrum data File

Na, Seongyeon , Jeong, Heewon , Kim, Ilgook , Hong, Seok Min , Shim, Jaegyu , Yoon, In-Ho , Cho, Kyung Hwa

Article Issue Date2024-10 View129

Drone-borne sensing of major and accessory pigments in algae using deep learning modeling File File

Pyo, JongCheol , Hong, Seok Min , Jang, Jiyi , Park, Sanghun , Park, Jongkwan , Noh, Jae Hoon , Cho, Kyung Hwa

Article Issue Date2022-01 View116

Enhancing flow rate prediction of the Chao Phraya River Basin using SWAT-LSTM model coupling File File

Phetanan, Kritnipit , Hong, Seok Min , Yun, Daeun , Lee, Jiye , Chotpantarat, Srilert , Jeong, Heewon , Cho, Kyung Hwa

Article Issue Date2024-06 View137

Estimation of cyanobacteria pigments in the main rivers of South Korea using spatial attention convolutional neural network with hyperspectral imagery File File

Hong, Seok Min , Cho, Kyung Hwa , Park, Sanghyun , Kang, Taegu , Kim, Moon Sung , Nam, Gibeom , Pyo, JongCheol

Article Issue Date2022-12 View252

Estimation of heavy metals using deep neural network with visible and infrared spectroscopy of soil File

Pyo, JongCheol , Hong, Seok Min , Kwon, Yong Sung , Kim, Moon Sung , Cho, Kyung Hwa

Article Issue Date2020-11 View85

Estimation of soil heavy metals using deep neural network

Pyo, JongCheol , Hong, Seok Min , Kwon, Yong Sung , Kim, Moon Sung , Cho, Kyung Hwa

Conference Paper Issue Date2020-11-27 View72

Evaluating an on-line cleaning agent for mitigating organic fouling in a reverse osmosis membrane File

Park, Sanghun , Hong, Seok Min , Park, Jongkwan , You, Sunam , Lee, Younggeun , Kim, Eunggil , Cho, Kyung Hwa

Article Issue Date2021-07 View92

Inland harmful algal blooms (HABs) modeling using internet of things (IoT) system and deep learning File File

Kwon, Do Hyuck , Hong, Seok Min , Abbas, Ather , Pyo, JongCheol , Lee, Hyung-Kun , Baek, Sang-Soo , Cho, Kyung Hwa

Article Issue Date2023-02 View152

Integrative analysis of seed morphology, geographic origin, and genetic structure in Medicago with implications for breeding and conservation File

Lim, Seunghyun , Park, Sunchung , Baek, Insuck , Botkin, Jacob , Jang, Jae Hee , Hong, Seok Min , Irish, Brian M. , Kim, Moon S. , Meinhardt, Lyndel W. , Curtin, Shaun J. , et al

Article Issue Date2025-03 View76

Monitoring the vertical distribution of HABs using hyperspectral imagery and deep learning models File

Hong, Seok Min , Baek,Sang-Soo , Yun, Daeun , Kwon, Yong-Hwan , Duan, Hongtao , Pyo, JongCheol , Cho, Kyung Hwa

Article Issue Date2021-11 View81

Using machine learning models to estimate Escherichia coli concentration in an irrigation pond from water quality and drone-based RGB imagery data File

Hong, Seok Min , Morgan, Billie J. , Stocker, Matthew D. , Smith, Jaclyn E. , Kim, Moon S. , Cho, Kyung Hwa , Pachepsky, Yakov A.

Article Issue Date2024-08 View102

Water quality variables and spectral indices as predictors of E. coli concentrations in an irrigation pond: A case study File

Hong, Seok Min , Morgan, Billie J. , Stocker, Matthew D. , Smith, Jaclyn E. , Kim, Moon S. , Cho, Kyung Hwa , Pachepsky, Yakov A.

Article Issue Date2025-12 View467

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