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A convolutional neural network regression for quantifying cyanobacteria using hyperspectral imagery File

Pyo, JongCheol , Duan, Hongtao , Baek, Sangsoo , Kim, Moon Sung , Jeon, Taegyun , Kwon, Yong Sung , Lee, Hyuk , Cho, Kyung Hwa

Article Issue Date2019-11 View194

An Integrative Remote Sensing Application of Stacked Autoencoder for Atmospheric Correction and Cyanobacteria Estimation Using Hyperspectral Imagery File File

Pyo, JongCheol , Duan, Hongtao , Ligaray, Mayzonee , Kim, Minjeong , Baek, Sangsoo , Kwon, Yong Sung , Lee, Hyuk , Kang, Taegu , Kim, Kyunghyun , Cha, YoonKyung , et al

Article Issue Date2020-03 View109

Application of drone-based hyperspectral imagery and vertical cumulative pigment concentration for cyanobacterial pigment estimation

Kwon, Yong Sung , Pyo, JongCheol , Kwon, Yong-Hwan , Duan, Hongtao , Cho, Kyung Hwa , Park, Yongeun

Conference Paper Issue Date2019-10-30 View55

Deep Learning for Simulating Harmful Algal Blooms Using Ocean Numerical Model File File

Baek, Sang-Soo , Pyo, JongCheol , Kwon, Yong Sung , Chun, Seong-Jun , Baek, Seung Ho , Ahn, Chi-Yong , Oh, Hee-Mock , Kim, Young Ok , Cho, Kyung Hwa

Article Issue Date2021-10 View129

Designing a marine outfall to reduce microbial risk on a recreational beach: Field experiment and modeling File

Kim, Minjeong , Ligaray, Mayzonee , Kwon, Yong Sung , Kim, Soobin , Baek, Sangsoo , Pyo, JongCheol , Baek, Gahyun , Shin, Jingyeong , Kim, Jaai , Lee, Changsoo , et al

Article Issue Date2021-05 View78

Developing a cloud-based toolbox for sensitivity analysis of a water quality model File

Kim, Soobin , Kwon, Yong Sung , Pyo, JongCheol , Ligaray, Mayzonee , Min, Joong-Hyuk , Ahn, Jung Min , Baek, Sang-Soo , Cho, Kyung Hwa

Article Issue Date2021-07 View97

Developing data-driven models for quantifying Cochlodinium polykrikoides using the Geostationary Ocean Color Imager (GOCI) File

Kwon, Yong Sung , Jang, Eunna , Im, Jungho , Baek, Seung Ho , Park, Yongeun , Cho, Kyung Hwa

Article Issue Date2018-01 View108

Drone-based hyperspectral remote sensing of cyanobacteria using vertical cumulative pigment concentration in a deep reservoir File

Kwon, Yong Sung , Pyo, JongCheol , Kwon, Yong-Hwan , Duan, Hongtao , Cho, Kyung Hwa , Park, Yongeun

Article Issue Date2020-01 View153

Effect of hyperspectral image-based initial conditions on improving short-term algal simulation of hydrodynamic and water quality models File

Pyo, JongCheol , Kwon, Yong Sung , Min, Joong-Hyuk , Nam, Gibeom , Song, Yong-Sik , Ahn, Jung Min , Park, Sanghyun , Lee, Jeongwon , Cho, Kyung Hwa , Park, Yongeun

Article Issue Date2021-09 View128

Estimation of harmful algae using deep learning with hyperspectral images

Pyo, JongCheol , Duan, Hongtao , Baek, Sangsoo , Jeon, Taegyun , Kwon, Yong Sung , Lee, Hyuk , Cho, Kyung Hwa

Conference Paper Issue Date2019-10-30 View68

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 View94

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 View89

High-Spatial Resolution Monitoring of Phycocyanin and Chlorophyll-a Using Airborne Hyperspectral Imagery File File

Pyo, Jong Cheol , Ligaray, Mayzonee , Kwon, Yong Sung , Ahn, Myoung-Hwan , Kim, Kyunghyun , Lee, Hyuk , Kang, Taegu , Cho, Seong Been , Park, Yongeun , Cho, Kyung Hwa

Article Issue Date2018-08 View112

Identification of influencing factors of A. catenella bloom using machine learning and numerical simulation File

Baek, Sang-Soo , Kwon, Yong Sung , Pyo, JongCheol , Choi, Jungmin , Kim, Young Ok , Cho, Kyung Hwa

Article Issue Date2021-03 View139

Long short-term memory models of water quality in inland water environments File File

Pyo, JongCheol , Pachepsky, Yakov , Kim, Soobin , Abbas, Ather , Kim, Minjeong , Kwon, Yong Sung , Ligaray, Mayzonee , Cho, Kyung Hwa

Article Issue Date2023-12 View117

Modeling Transport of Escherichia coli and Antibiotic Resistance Genes (ARGs) in a Recreational Beach

Kim, Minjeong , Cho, Kyung Hwa , Kwon, Yong Sung , Beak, Sangsoo , Pyo, Jongcheol , Ligaray, Mayzonee

Conference Paper Issue Date2019-10-22 View69

Monitoring Coastal Chlorophyll-a Concentrations in Coastal Areas Using Machine Learning Models File File

Kwon, Yong Sung , Baek, Seung Ho , Lim, Young Kyun , Pyo, JongCheol , Ligaray, Mayzonee , Park, Yongeun , Cho, Kyung Hwa

Article Issue Date2018-08 View116

Multi- and hyperspectral monitoring on harmful algae bloom (HABs) in coastal and inland waters File

Kwon, Yong Sung

Thesis Issue Date2019-02 View71

Sensitivity Analysis and Optimization of a Radiative Transfer Numerical Model for Turbid Lake Water File File

Pyo, JongCheol , Kwon, Yong Sung , Ahn, Jae-Hyun , Baek, Sang-Soo , Kwon, Yong-Hwan , Cho, Kyung Hwa

Article Issue Date2021-02 View73

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