| A convolutional neural network regression for quantifying cyanobacteria using hyperspectral imagery JC Pyo, H Duan, S Baek, MS Kim, T Jeon, YS Kwon, H Lee, KH Cho Remote Sensing of Environment 233, 111350, 2019 | 144 | 2019 |
| Estimation of heavy metals using deep neural network with visible and infrared spectroscopy of soil JC Pyo, SM Hong, YS Kwon, MS Kim, KH Cho Science of the Total Environment 741, 140162, 2020 | 120 | 2020 |
| Drone-based hyperspectral remote sensing of cyanobacteria using vertical cumulative pigment concentration in a deep reservoir YS Kwon, JC Pyo, YH Kwon, H Duan, KH Cho, Y Park Remote Sensing of Environment 236, 111517, 2020 | 86 | 2020 |
| Evaluating physico-chemical influences on cyanobacterial blooms using hyperspectral images in inland water, Korea Y Park, JC Pyo, YS Kwon, YK Cha, H Lee, T Kang, KH Cho Water research 126, 319-328, 2017 | 61 | 2017 |
| Data assimilation in surface water quality modeling: A review KH Cho, Y Pachepsky, M Ligaray, Y Kwon, KH Kim Water Research 186, 116307, 2020 | 55 | 2020 |
| High-Spatial Resolution Monitoring of Phycocyanin and Chlorophyll-a Using Airborne Hyperspectral Imagery JC Pyo, M Ligaray, YS Kwon, MH Ahn, K Kim, H Lee, T Kang, SB Cho, ... Remote Sensing 10 (8), 1180, 2018 | 52 | 2018 |
| Monitoring Coastal Chlorophyll-a Concentrations in Coastal Areas Using Machine Learning Models KHC Yong Sung Kwon, Seung Ho Baek, Young Kyun Lim, JongCheol Pyo, Mayzonee ... Water 10 (8), 1020, 2018 | 42 | 2018 |
| An integrative remote sensing application of stacked autoencoder for atmospheric correction and cyanobacteria estimation using hyperspectral imagery JC Pyo, H Duan, M Ligaray, M Kim, S Baek, YS Kwon, H Lee, T Kang, ... Remote Sensing 12 (7), 1073, 2020 | 25 | 2020 |
| Developing a hydrological simulation tool to design bioretention in a watershed SS Baek, M Ligaray, JP Park, HS Shin, Y Kwon, JT Brascher, KH Cho Environmental Modelling & Software 122, 104074, 2019 | 21 | 2019 |
| Deep learning for simulating harmful algal blooms using ocean numerical model SS Baek, JC Pyo, YS Kwon, SJ Chun, SH Baek, CY Ahn, HM Oh, YO Kim, ... Frontiers in Marine Science 8, 729954, 2021 | 19 | 2021 |
| Effect of hyperspectral image-based initial conditions on improving short-term algal simulation of hydrodynamic and water quality models JC Pyo, YS Kwon, JH Min, G Nam, YS Song, JM Ahn, S Park, J Lee, ... Journal of Environmental Management 294, 112988, 2021 | 18 | 2021 |
| Designing a marine outfall to reduce microbial risk on a recreational beach: Field experiment and modeling M Kim, M Ligaray, YS Kwon, S Kim, S Baek, JC Pyo, G Baek, J Shin, J Kim, ... Journal of hazardous materials 409, 124587, 2021 | 11 | 2021 |
| Developing data-driven models for quantifying Cochlodinium polykrikoides using the Geostationary Ocean Color Imager (GOCI) YS Kwon, E Jang, J Im, SH Baek, Y Park, KH Cho International Journal of Remote Sensing 39 (1), 68-83, 2018 | 10 | 2018 |
| Long short-term memory models of water quality in inland water environments JC Pyo, Y Pachepsky, S Kim, A Abbas, M Kim, YS Kwon, M Ligaray, ... Water research X, 100207, 2023 | 8 | 2023 |
| Developing a cloud-based toolbox for sensitivity analysis of a water quality model S Kim, YS Kwon, JC Pyo, M Ligaray, JH Min, JM Ahn, SS Baek, KH Cho Environmental Modelling & Software 141, 105068, 2021 | 8 | 2021 |
| Identification of influencing factors of A. catenella bloom using machine learning and numerical simulation SS Baek, YS Kwon, JC Pyo, J Choi, YO Kim, KH Cho Harmful Algae 103, 102007, 2021 | 8 | 2021 |
| Modeling the distribution of invasive species (Ambrosia spp.) using regression kriging and Maxent KH Cho, JS Park, JH Kim, YS Kwon, DH Lee Frontiers in Ecology and Evolution 10, 1036816, 2022 | 6 | 2022 |
| Sensitivity analysis and optimization of a radiative transfer numerical model for turbid lake water JC Pyo, YS Kwon, JH Ahn, SS Baek, YH Kwon, KH Cho Remote Sensing 13 (4), 709, 2021 | 5 | 2021 |
| Identifying Environmental Effects on an Annual Variation in Margalefidinium polykrikoides in the South Korean Sea Using Statistical Analysis J Park, YS Kwon, SH Baek, WA Lim, J Park, J Jang, Y Park Journal of Coastal Research 90 (SI), 11-18, 2019 | 4 | 2019 |
| Estimation of aquatic ecosystem health using deep neural network with nonlinear data mapping YS Kwon, H Kang, JC Pyo Ecological Informatics 81, 102588, 2024 | 1 | 2024 |
