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A big data-driven model for water quality estimation with high spectral and spatial resolution imagery

Pyo, JongCheol , Duan, Hongtao , Baek, Sangsoo , Jean, Taeyun , Kim, Moon Sung , Kwon, Yongsung , Lee, Hyuk , Cho, Kyung Hwa

Conference Paper Issue Date2019-12-10 View100

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 enhanced water quality module of the SWMM model for evaluating Low Impact Development (LID) in Urban area

Baek, Sangsoo , Ligaray, Mayzonee , Pyo, JongCheol , Park, Jong-Pyo , Kang, Joo-Hyon , Chnn, Jong A , Cho, Kyung Hwa , Hong, Seokmin

Conference Paper Issue Date2019-12-09 View69

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 View108

Application of the SWAT model for estimating Discharge and Water Quality from rice paddy site in the Yeongsan watershed, Korea

Baek, Sangsoo , Choi, Dongho , Yoon, Kwnagsik , Cho, Kyung Hwa , Jung, Jaewoon

Conference Paper Issue Date2015-06-24 View60

Chemical Risk Assessment in South Korea using ECECTOC TRA Model: Sensitivity Analysis and Spatial Scenarios

Baek, Sangsoo , Ra, Jinsung , Cho, Kyung Hwa

Conference Paper Issue Date2019-10-21 View55

Comparative Studies of Different Imputation Methods for Recovering Streamflow Observation File File

Kim, Minjeong , Baek, Sangsoo , Ligaray, Mayzonee , Pyo, Jongcheol , Park, Mnji , Cho, Kyung Hwa

Article Issue Date2015-12 View135

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 Hydrologic Assessment Tool for Designing Bioretention in a watershed

Baek, Sangsoo , Ligaray, Mayzonee , Park, Jeong-Pyo , Kwon, Yongsung , Cho, Kyung Hwa

Conference Paper Issue Date2017-04-24 View60

Estimation of Fecal contamination in surface water using deep learning

Abass, Ather , Baek, Sangsoo , Silvera, Norbert , Soulileuth, Bousamay , Pachepsky, Yakov , Ribolzi, Olivier , Boithias, Laurie , Cho, Kyung Hwa

Conference Paper Issue Date2020-11-11 View68

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

Evaluation of random forest and regression tree methods for estimation of mass first flush ratio in urban catchments File

Jeung, Minhyuk , Baek, Sangsoo , Beom, Jina , Cho, Kyung Hwa , Her, Younggu , Yoon, Kwangsik

Article Issue Date2019-08 View141

Global Sensitivity Analysis (GSA) with Hyper-Spectral Image (HSI) in the EFDC Water Quality Modelling

Kim, Subin , Yun, Daeun , Cho, Kyung Hwa , Baek, Sangsoo , Pyo, JongCheol , Kwon, Yongsung

Conference Paper Issue Date2019-12-12 View89

Hydrometeorological Influence on Antibiotic-Resistance Genes (ARGs) and Bacterial Community at a Recreational Beach in Korea File

Jang, Jiyi , Kim, Minjeong , Baek, Sangsoo , Shin, Jingyeong , Shin, Juhee , Shin, Seung Gu , Kim, Young Mo , Cho, Kyung Hwa

Article Issue Date2021-02 View95

Improvement of Low Impact Development (LID) models coupled with watershed models File

Baek, Sangsoo

Thesis Issue Date2020-02 View68

Imputation for Missing Baseflows using the SWAT and Machine Learning Models in Taehwa River, Korea

Kim, Minjeong , Baek, Sangsoo , Ligaray, Mayzonee , Cho, Kyung Hwa

Conference Paper Issue Date2015-06-26 View65

In-stream Escherichia coli modeling using high-temporal-resolution data with deep learning and process-based models File File

Abbas, Ather , Baek, Sangsoo , Silvera, Norbert , Soulileuth, Bounsamay , Pachepsky, Yakov , Ribolzi, Olivier , Boithias, Laurie , Cho, Kyung Hwa

Article Issue Date2021-12 View83

Modeling of NF/RO membrane fouling and flux decline using real-time observations File

Park, Jongkwan , Jeong, Kwanho , Baek, Sangsoo , Park, Sanghun , Ligaray, Mayzonee , Chong, Tzyy Haur , Cho, Kyung Hwa

Article Issue Date2019-04 View130

Modeling the Fate and Transport of Malathion in the Pagsanjan-Lumban Basin, Philippines File File

Ligaray, Mayzonee , Kim, Minjeong , Baek, Sangsoo , Ra, Jin-Sung , Chun, Jong Ahn , Park, Yongeun , Boithias, Laurie , Ribolzi, Olivier , Chon, Kangmin , Cho, Kyung Hwa

Article Issue Date2017-06 View89

Prediction and interpretation of pathogenic bacteria occurrence at a recreational beach using data-driven algorithms File

Jang, Jiyi , Abbas, Ather , Kim, Hyein , Rhee, Chaeyoung , Shin, Seung Gu , Chun, Jong Ahn , Baek, Sangsoo , Cho, Kyung Hwa

Article Issue Date2023-12 View118

Surface and sub-surface flow estimation at high temporal resolution using deep neural networks File

Abbas, Ather , Baek, Sangsoo , Kim, Minjeong , Ligaray, Mayzonee , Ribolzi, Olivier , Silvera, Norbert , Min, Joong-Hyuk , Boithias, Laurie , Cho, Kyung Hwa

Article Issue Date2020-11 View106

SWMM-HYDRUS linked modelling for development of a Low Impact Development (LID) practice tool

Baek, Sangsoo , Ligaray, Mayzonee , Pachepsky, Yakov , Chun, Jong Ahn , Yoo, Kwang-Sik , Park, Yongeun , Cho, Kyung Hwa

Conference Paper Issue Date2019-10-29 View63

Watershed-scale modeling of the fate and transport of polycyclic aromatic hydrocarbons (PAHs)

Baek, Sangsoo , Ligaray, Mayzonee , Kwon, Hye-Ok , Choi, Sung-Deuk , Cho, Kyung Hwa

Conference Paper Issue Date2016-06-27 View80

딥러닝기술을 이용한 유해조류발생 예측

Baek, Sangsoo , Cho, Kyung Hwa

Conference Paper Issue Date2019-11-08 View66

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