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Sangsoo Baek · SciRah

Researcher profile · Semantic Scholar

Sangsoo Baek

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Sangsoo Baek — researcher profile on SciRah

h-index: 26
Works: 70
Citations: 2,367

Most-cited papers

Prediction of Water Level and Water Quality Using a CNN-LSTM Combined Deep Learning Approach
Sangsoo Baek, J. Pyo, J. Chun
2020241 citations Open access
Semantic Scholar
Optimizing low impact development (LID) for stormwater runoff treatment in urban area, Korea: Experimental and modeling approach.
Sangsoo Baek, Dong-Ho Choi, Jae-Woon Jung, Hyung-Jin Lee +3 more
2015Water Research239 citations Open access
Semantic Scholar
Remote Sensing of Environment
J. Pyo, H. Duan, Sangsoo Baek, M. Kim +4 more
156 citations
Semantic Scholar
Improving the performance of machine learning models for early warning of harmful algal blooms using an adaptive synthetic sampling method.
Jin Hwi Kim, Jae-Ki Shin, Han-Saeng Lee, Dong-Hoon Lee +6 more
2021Water Research111 citations Open access
Semantic Scholar
Using convolutional neural network for predicting cyanobacteria concentrations in river water.
J. Pyo, L. Park, Y. Pachepsky, Sangsoo Baek +2 more
2020Water Research100 citations
Semantic Scholar
A novel water quality module of the SWMM model for assessing low impact development (LID) in urban watersheds
Sangsoo Baek, Mayzonee Ligaray, J. Pyo, Jong-Pyo Park +4 more
202099 citations
Semantic Scholar
Deep neural networks for modeling fouling growth and flux decline during NF/RO membrane filtration
Sanghun Park, Sangsoo Baek, J. Pyo, Y. Pachepsky +2 more
2019Journal of Membrane Science98 citations
Semantic Scholar
A machine learning approach for early warning of cyanobacterial bloom outbreaks in a freshwater reservoir.
Yongeun Park, Han-Bin Lee, Jae-Ki Shin, Kangmin Chon +4 more
2021Journal of Environmental Management82 citations
Semantic Scholar
Cyanobacteria cell prediction using interpretable deep learning model with observed, numerical, and sensing data assemblage.
J. Pyo, Kyung Hwa Cho, Kyunghyun Kim, Sangsoo Baek +2 more
2021Water Research71 citations
Semantic Scholar
Evaluation of random forest and regression tree methods for estimation of mass first flush ratio in urban catchments
Minhyuk Jeung, Sangsoo Baek, Jina Beom, K. Cho +2 more
2019Journal of Hydrology71 citations
Semantic Scholar
Identification and enumeration of cyanobacteria species using a deep neural network
Sangsoo Baek, J. Pyo, Y. Pachepsky, Yongeun Park +5 more
202068 citations Open access
Semantic Scholar
Assessment of a green roof practice using the coupled SWMM and HYDRUS models.
Sangsoo Baek, Mayzonee Ligaray, Y. Pachepsky, J. Chun +3 more
2020Journal of Environmental Management63 citations
Semantic Scholar
Modeling of NF/RO membrane fouling and flux decline using real-time observations
Jongkwan Park, Kwanho Jeong, Sangsoo Baek, Sanghun Park +3 more
2019Journal of Membrane Science57 citations
Semantic Scholar
Comparative Studies of Different Imputation Methods for Recovering Streamflow Observation
Minjeong Kim, Sangsoo Baek, Mayzonee Ligaray, J. Pyo +2 more
201554 citations Open access
Semantic Scholar
Deep learning-based algorithms for long-term prediction of chlorophyll-a in catchment streams
Ather Abbas, Minji Park, Sangsoo Baek, Kyung Hwa Cho
2023Journal of Hydrology53 citations Open access
Semantic Scholar
Watershed-scale modeling on the fate and transport of polycyclic aromatic hydrocarbons (PAHs).
Mayzonee Ligaray, Sangsoo Baek, Hye-Ok Kwon, Sung-Deuk Choi +1 more
2016Journal of Hazardous Materials47 citations Open access
Semantic Scholar
Monitoring the vertical distribution of HABs using hyperspectral imagery and deep learning models.
Seok Min Hong, Sangsoo Baek, Daeun Yun, Yong-Hwan Kwon +3 more
2021Science of the Total Environment37 citations Open access
Semantic Scholar
Hydrometeorological Influence on Antibiotic-Resistance Genes (ARGs) and Bacterial Community at a Recreational Beach in Korea.
Ji-Yi Jang, Minjeong Kim, Sangsoo Baek, Jingyeong Shin +4 more
2020Journal of Hazardous Materials36 citations Open access
Semantic Scholar
Unique microbial module regulates the harmful algal bloom (Cochlodinium polykrikoides) and shifts the microbial community along the Southern Coast of Korea.
Ying-Shun Cui, Seong-Jun Chun, Sangsoo Baek, S. Baek +5 more
2020Science of the Total Environment35 citations Open access
Semantic Scholar
Replacing the internal standard to estimate micropollutants using deep and machine learning.
Sangsoo Baek, Younghun Choi, Junho Jeon, J. Pyo +2 more
2020Water Research33 citations Open access
Semantic Scholar
An Integrative Remote Sensing Application of Stacked Autoencoder for Atmospheric Correction and Cyanobacteria Estimation Using Hyperspectral Imagery
J. Pyo, H. Duan, Mayzonee Ligaray, Minjeong Kim +7 more
2020Remote Sensing28 citations Open access
Semantic Scholar
Modeling freshwater plankton community dynamics with static and dynamic interactions using graph convolution embedded long short-term memory.
Hyo Gyeom Kim, Eunyoung Jung, Heewon Jeong, H. Son +2 more
2024Water Research27 citations
Semantic Scholar
Hierarchical deep learning model to simulate phytoplankton at phylum/class and genus levels and zooplankton at the genus level.
Sangsoo Baek, Eun-Young Jung, J. Pyo, Y. Pachepsky +2 more
2022Water Research27 citations Open access
Semantic Scholar
Deep Learning for Simulating Harmful Algal Blooms Using Ocean Numerical Model
Sangsoo Baek, J. Pyo, Y. Kwon, Seong-Jun Chun +5 more
2021Frontiers in Marine Science27 citations Open access
Semantic Scholar
Developing a deep learning model for the simulation of micro-pollutants in a watershed
Daeun Yun, Ather Abbas, Junho Jeon, Mayzonee Ligaray +2 more
2021Journal of Cleaner Production27 citations
Semantic Scholar
Characterization of micropollutants in urban stormwater using high-resolution monitoring and machine learning.
Daeun Yun, Daeho Kang, K. Cho, Sangsoo Baek +1 more
2023Water Research26 citations
Semantic Scholar
Effect of marine heatwaves on bloom formation of the harmful dinoflagellate Cochlodinium polykrikoides: Two sides of the same coin?
Y. Lim, B. Park, J. H. Kim, Sangsoo Baek +1 more
2021Harmful Algae25 citations Open access
Semantic Scholar
Spatiotemporal estimation of groundwater and surface water conditions by integrating deep learning and physics-based watershed models
Soobin Kim, Eunhee Lee, H. Hwang, J. Pyo +3 more
2024Water Research X24 citations Open access
Semantic Scholar
Supplementary material to "In-stream Escherichia Coli Modeling Using high-temporal-resolution data with deep learning and process-based models"
Ather Abbas, Sangsoo Baek, N. Silvera, B. Soulileuth +4 more
2021Hydrology and Earth System Sciences24 citations Open access
Semantic Scholar
Simulating seasonal variability of phytoplankton in stream water using the modified SWAT model
J. Pyo, Y. Pachepsky, Minjeong Kim, Sangsoo Baek +4 more
2017Environmental Modelling & Software24 citations Open access
Semantic Scholar
Modeling the Fate and Transport of Malathion in the Pagsanjan-Lumban Basin, Philippines
Mayzonee Ligaray, Minjeong Kim, Sangsoo Baek, J. Ra +6 more
201724 citations Open access
Semantic Scholar
Developing a hydrological simulation tool to design bioretention in a watershed
Sangsoo Baek, Mayzonee Ligaray, Jong-Pyo Park, Hyun-suk Shin +3 more
2017Environmental Modelling & Software22 citations
Semantic Scholar
Profiling emerging micropollutants in urban stormwater runoff using suspect and non-target screening via high-resolution mass spectrometry.
Daeho Kang, Daeun Yun, Kyung Hwa Cho, Sangsoo Baek +1 more
2024Chemosphere21 citations Open access
Semantic Scholar
Optimizing Semi-Analytical Algorithms for Estimating Chlorophyll-a and Phycocyanin Concentrations in Inland Waters in Korea
J. Pyo, Y. Pachepsky, Sangsoo Baek, Yong-Hwan Kwon +8 more
2017Remote Sensing21 citations Open access
Semantic Scholar
Data assimilation for urban stormwater and water quality simulations using deep reinforcement learning
Minhyuk Jeung, Ji-Yi Jang, Kwangsik Yoon, Sangsoo Baek
2023Journal of Hydrology20 citations
Semantic Scholar
Inland harmful algal blooms (HABs) modeling using internet of things (IoT) system and deep learning
Do-Hyuck Kwon, Seok Min Hong, Ather Abbas, J. Pyo +3 more
2022Environmental Engineering Research18 citations Open access
Semantic Scholar
Identification of influencing factors of A. catenella bloom using machine learning and numerical simulation.
Sangsoo Baek, Y. Kwon, J. Pyo, Jungmin Choi +2 more
2021Harmful Algae18 citations
Semantic Scholar
Surface and sub-surface flow estimation at high temporal resolution using deep neural networks
Ather Abbas, Sangsoo Baek, Minjeong Kim, Mayzonee Ligaray +5 more
202018 citations Open access
Semantic Scholar
Insights and machine learning predictions of harmful algal bloom in the East China Sea and Yellow Sea
Ji-Yi Jang, Sangsoo Baek, Daehyun Kang, Yongeun Park +6 more
2024Journal of Cleaner Production17 citations
Semantic Scholar
Optimizing Agricultural Best Management Practices in a Lake Erie Watershed
J. Pyo, Sangsoo Baek, Minjeong Kim, Sanghun Park +3 more
201717 citations
Semantic Scholar
Designing a marine outfall to reduce microbial risk on a recreational beach: Field experiment and modeling.
Minjeong Kim, Mayzonee Ligaray, Y. Kwon, Soobin Kim +8 more
2020Journal of Hazardous Materials16 citations Open access
Semantic Scholar
A novel method for micropollutant quantification using deep learning and multi-objective optimization.
Daeun Yun, Daeho Kang, Ji-Yi Jang, A. Angeles +4 more
2022Water Research15 citations Open access
Semantic Scholar
Analysis of micropollutants in a marine outfall using network analysis and decision tree.
Sangsoo Baek, Daeun Yun, J. Pyo, Daeho Kang +2 more
2021Science of the Total Environment13 citations Open access
Semantic Scholar
Chemical accidents in freshwater: Development of forecasting system for drinking water resources.
Soobin Kim, Minjeong Kim, Hyein Kim, Sangsoo Baek +3 more
2022Journal of Hazardous Materials12 citations Open access
Semantic Scholar
Developing a cloud-based toolbox for sensitivity analysis of a water quality model
Soobin Kim, Y. Kwon, J. Pyo, Mayzonee Ligaray +4 more
2021Environmental Modelling & Software11 citations
Semantic Scholar
Evaluation of a hydrology and run-off BMP model in SUSTAIN on a commercial area and a public park in South Korea
Sangsoo Baek, Dong-Ho Choi, Jae-Woon Jung, K. Yoon +1 more
201510 citations Open access
Semantic Scholar
Developing a data-driven modeling framework for simulating a chemical accident in freshwater
Soobin Kim, Ather Abbas, J. Pyo, Hyein Kim +3 more
2023Journal of Cleaner Production9 citations Open access
Semantic Scholar
Investigating Influence of Hydrological Regime on Organic Matters Characteristic in a Korean Watershed
Sangsoo Baek, Junho Jeon, Hyuk Lee, Jongkwan Park +1 more
2019Water9 citations Open access
Semantic Scholar
Assessing Event-Driven Dynamics of Pesticides and Transformation Products in an Agricultural Stream Using Comprehensive Target, Suspect, and Nontarget Analysis.
Daeho Kang, Daeun Yun, Kyung Hwa Cho, Sangsoo Baek +1 more
2025Environmental Science and Technology8 citations
Semantic Scholar
Prediction and interpretation of pathogenic bacteria occurrence at a recreational beach using data-driven algorithms
Ji-Yi Jang, Ather Abbas, Hyein Kim, Chaeyoung Rhee +4 more
2023Ecological Informatics8 citations
Semantic Scholar

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