| Development and evaluation of the combined machine learning models for the prediction of dam inflow J Hong, S Lee, JH Bae, J Lee, WJ Park, D Lee, J Kim, KJ Lim Water 12 (10), 2927, 2020 | 55 | 2020 |
| Estimation of rainfall erosivity factor in Italy and Switzerland using Bayesian optimization based machine learning models S Lee, JH Bae, J Hong, D Yang, P Panagos, P Borrelli, JE Yang, J Kim, ... Catena 211, 105957, 2022 | 36 | 2022 |
| Quantifying contribution of direct runoff and baseflow to rivers in Han river system, South Korea J Hong, KJ Lim, Y Shin, Y Jung Journal of Korea Water Resources Association 48 (4), 309-319, 2015 | 22 | 2015 |
| Prediction of aquatic ecosystem health indices through machine learning models using the WGAN-based data augmentation method S Lee, J Kim, G Lee, J Hong, JH Bae, KJ Lim Sustainability 13 (18), 10435, 2021 | 20 | 2021 |
| Evaluation of rainfall erosivity factor estimation using machine and deep learning models J Lee, S Lee, J Hong, D Lee, JH Bae, JE Yang, J Kim, KJ Lim Water 13 (3), 382, 2021 | 19 | 2021 |
| Comparison of machine learning algorithms for discharge prediction of multipurpose dam J Hong, S Lee, G Lee, D Yang, JH Bae, J Kim, K Kim, KJ Lim Water 13 (23), 3369, 2021 | 11 | 2021 |
| Modelling the impacts of grassland to cropland conversion on river flow regimes in Skunk Creek watershed, Upper Midwest United States L Ahiablame, AY Sheshukov, E Mosase, J Hong River Research and Applications 35 (9), 1454-1465, 2019 | 10 | 2019 |
| Applicability evaluation of agricultural Best Management Practices to estimate reduction efficiency of suspended solids G Lee, S Lee, J Hong, Y Choi, J Kim, KJ Lim, JE Yang, WS Jang Catena 225, 107028, 2023 | 7 | 2023 |
| Development of multi-inflow prediction ensemble model based on auto-sklearn using combined approach: Case study of soyang river dam S Lee, J Kim, JH Bae, G Lee, D Yang, J Hong, KJ Lim Hydrology 10 (4), 90, 2023 | 7 | 2023 |
| Modeling streamflow and water quality impacts of grassland establishment, conversion, and management in Skunk Creek watershed J Hong South Dakota State University, 2017 | 4 | 2017 |
| Historical Water Balance Analysis of Great Slave Lake (Northwest Territories, Canada) J Hong, AI Shiklomanov, CG Fichot WaterSciCon24, 2024 | | 2024 |
| Improving Estimates of Dissolved Organic Carbon (DOC) Concentration from In Situ Fluorescence Measurements across Estuaries and Coastal Wetlands MW Weiser, J Swanson, N Ghosh, J Hong, JP Harringmeyer, K Kaiser, ... Environmental Science & Technology, 2024 | | 2024 |
| Dam Inflow Prediction and Evaluation Using Hybrid Auto-sklearn Ensemble Model S Lee, JH Bae, G Lee, D Yang, J Hong, J Kim, KJ Lim Proceedings of the Korea Water Resources Association Conference, 307-307, 2022 | | 2022 |
| Evaluation of Soil Loss Reduction Efficiency by Restoring illegally cultivated agricultural fields in Mandae District G Lee, J Hong, S Lee, D Yang, S Bak, Y Choi, KJ Lim Proceedings of the Korea Water Resources Association Conference, 358-358, 2022 | | 2022 |
| Machine Learning Algorithms Evaluation and CombML Development for Dam Inflow Prediction J Hong, J Bae, Y Jeong, KJ Lim Proceedings of the Korea Water Resources Association Conference, 317-317, 2021 | | 2021 |
| Non-Point Source Removal Efficiency Assessment Regarding Wetland Application in NaeSeongCheon Watershed S Bak, J Hong, D Yang, S Lee, T Cho, KJ Lim Proceedings of the Korea Water Resources Association Conference, 394-394, 2021 | | 2021 |
| Evaluation of Rainfall Erosivity Factor Estimation Using Machine and Deep Learning Models. Water 2021, 13, 382 J Lee, S Lee, J Hong, D Lee, JH Bae, JE Yang, J Kim, KJ Lim s Note: MDPI stays neutral with regard to jurisdictional claims in published …, 2021 | | 2021 |
| Assessment of Sediment Loss Reduction by Vegetated Ridge Using SWAT J Hong, D Lee, S Kim, J Kim, KJ Lim EGU General Assembly Conference Abstracts, 12878, 2020 | | 2020 |
| Optimization of Methane Yield in Anaerobic Digestion of Sewage Sludge with Microwave Pretreatment WJ Park, GJ Lee, DJ Lee, SR Lee, YJ Choi, JY Hong, DS Yang, KJ Lim Journal of The Korean Society of Agricultural Engineers 62 (2), 17-29, 2020 | | 2020 |
| Derivation of Non-linear Regression Equations Between Air Temperature and Water Temperature Considering Domestic Watershed Properties HG Lee, G Lee, J Hong, D Yang, KJ Lim Proceedings of the Korea Water Resources Association Conference, 139-139, 2020 | | 2020 |
