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Harmful algae prediction using deep neural network

Pyo, JongCheol , Park, Lan Joo , Yakov, Pachepsky , Baek, Sang-Soo , Kim, Kyunghyun , Cho, Kyung Hwa

Conference Paper Issue Date2020-11-12 View8

Hierarchical deep learning model to simulate phytoplankton at phylum/ class and genus levels and zooplankton at the genus level File

Baek, Sang-Soo , Jung, Eun-Young , Pyo, JongCheol , Pachepsky, Yakov , Son, Heejong , Cho, Kyung Hwa

Article Issue Date2022-06 View6

Identification and enumeration of cyanobacteria species using a deep neural network File

Baek, Sang-Soo , Pyo, JongCheol , Pachepsky, Yakov , Park, Yongeun , Ligaray, Mayzonee , Ahn, Chi-Yong , Kim, Young-Hyo , Chun, Jong Ahn , Cho, Kyung Hwa

Article Issue Date2020-08 View5

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 View5

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 View12

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 View4

Modeling the influence of future climatic variables on nutrient loading in the Yeongsan River Basin, South Korea File

Park, Yongeun , Chon, Kangmin , Shin, Jae-Ki , Lim, Yejee , Baek, Sang-Soo , Kim, Joon Ha

Article Issue Date2020-03 View4

Optimizing Agricultural Best Management Practices in a Lake Erie Watershed File

Pho, Jongcheol , Baek, Sang-Soo , Kim, Minjeong , Park, Sanghun , Lee, Hyuk , Ra, Jin-Sung , Cho, Kyung Hwa

Article Issue Date2017-12 View3

Optimizing low impact development (LID) for stormwater runoff treatment in urban area, Korea: Experimental and modeling approach File

Baek, Sang-Soo , Choi, Dong-Ho , Jung, Jae-Woon , Lee, Hyung-Jin , Lee, Hyuk , Yoon, Kwang-Sik , Cho, Kyung Hwa

Article Issue Date2015-12 View7

Optimizing Semi-Analytical Algorithms for Estimating Chlorophyll-a and Phycocyanin Concentrations in Inland Waters in Korea File File

Pyo, JongCheol , Pachepsky, Yakov , Baek, Sang-Soo , Kwon, YongSeong , Kim, MinJeong , Lee, Hyuk , Park, Sanghyun , Cha, YoonKyung , Park, Yongeun , Cho, Kyung Hwa

Article Issue Date2017-06 View5

Prediction of Water Level and Water Quality Using a CNN-LSTM Combined Deep Learning Approach File File

Baek, Sang-Soo , Pyo, Jongcheol , Chun, Jong Ahn

Article Issue Date2020-12 View2

Replacing the internal standard to estimate micropollutants using deep and machine learning File

Baek, Sang-Soo , Choi, Younghun , Jeon, Junho , Pyo, JongCheol , Park, Jongkwan , Cho, Kyung Hwa

Article Issue Date2021-01 View3

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 View5

Simulating seasonal variability of phytoplankton in stream water using the modified SWAT model File

Pyo, JongCheol , Pachepsky, Yakov A. , Kim, Minjeong , Baek, Sang-Soo , Lee, Hyuk , Cha, YoonKyung , Park, Yongeun , Cho, Kyung Hwa

Article Issue Date2019-12 View4

Unique microbial module regulates the harmful algal bloom (Cochlodinium polykrikoides) and shifts the microbial community along the Southern Coast of Korea File

Cui, Yingshun , Chun, Seong-Jun , Baek, Sang-Soo , Baek, Seung Ho , Kim, Pyoung-Joong , Son, Moonho , Cho, Kyung Hwa , Ahn, Chi-Yong , Oh, Hee-Mock

Article Issue Date2020-06 View4

Using convolutional neural network for predicting cyanobacteria concentrations in river water File

Pyo, JongCheol , Park, Lan Joo , Pachepsky, Yakov , Baek, Sang-Soo , Kim, Kyunghyun , Cho, Kyung Hwa

Article Issue Date2020-11 View6

도시지역의 초기세척효과 저감을 위한 LID 최적화

Baek, Sang-Soo , Choi, Dong-Ho , Yoon, Kwang-Sik , Cho, Kyung Hwa

Conference Paper Issue Date2015-05-18 View5

딥러닝 기반 수계 내 미량오염물질 예측 모델 개발

Yun,Daeun , Ather Abbas , Jeon,Junho , Mayzonee Ligaray , Baek, Sang-Soo , Cho, Kyung Hwa

Conference Paper Issue Date2020-11-13 View5

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