![]() |
Prediction of River Water Level Using Deep-Learning Open Library
Sungho Jung, Daeeop Lee, Kyoungsang Lee
J. Korean Soc. Hazard Mitig. 2018;18(1):1-11. Published online 2018 Jan 31 DOI: https://doi.org/10.9798/KOSHAM.2018.18.1.1
|
Citations to this article as recorded by
Development of dam inflow prediction technique based on explainable artificial intelligence (XAI) and combined optimizer for efficient use of water resources
Yong Min Ryu, Eui Hoon Lee
Environmental Modelling & Software.2025; 187: 106380. CrossRef Proactive dam operation based on inflow prediction by modified long short-term memory for improving resilience
Eui Hoon Lee
Engineering Applications of Artificial Intelligenc.2024; 133: 108525. CrossRef Estimation of the Water Level in the Ili River from Sentinel-2 Optical Data Using Ensemble Machine Learning
Ravil I. Mukhamediev, Alexey Terekhov, Gulshat Sagatdinova, Yedilkhan Amirgaliyev, Viktors Gopejenko, Nurlan Abayev, Yan Kuchin, Yelena Popova, Adilkhan Symagulov
Remote Sensing.2023; 15(23): 5544. CrossRef Estimation of Threshold Rainfall in Ungauged Areas Using Machine Learning
Kyung-Su Chu, Cheong-Hyeon Oh, Jung-Ryel Choi, Byung-Sik Kim
Water.2022; 14(6): 859. CrossRef Application of Neural Networks to Predict Daecheong Dam Water Levels
Yong Min Ryu, Eui Hoon Lee
Journal of the Korean Society of Hazard Mitigation.2022; 22(1): 67. CrossRef Development of the Method for Flood Water Level Forecasting and Flood Damage Warning Using an AI-based Model
Donghyun Kim, Kisung Lee, Jong Gu Hwang-Bo, Hung Soo Kim, Soojun Kim
Journal of the Korean Society of Hazard Mitigation.2022; 22(4): 145. CrossRef Anomaly Detection in Reservoir Water Level Data Using the LSTM Model Based on Deep Learning
Mi-Hye Yang, Won-Ho Nam, Han-Joong Kim, Taegon Kim, An-Kook Shin, Mun-Sung Kang
Journal of the Korean Society of Hazard Mitigation.2021; 21(1): 71. CrossRef Forecasting of Debris Flow Using Machine Learning-Based Adjusted Rainfall Information and RAMMS Model
Cheong-Hyeon Oh, Kyung-Su Choo, Chul-Min Go, Jung-Ryel Choi, Byung-Sik Kim
Water.2021; 13(17): 2360. CrossRef Predicting Inflow Rate of the Soyang River Dam Using Deep Learning Techniques
Sangwon Lee, Jaekwang Kim
Water.2021; 13(17): 2447. CrossRef Application of Deterministic Method for Landslide Susceptibility with Deep Learning
Dae-Hong Min, Hyung-Koo Yoon
Journal of the Korean Society of Hazard Mitigation.2021; 21(5): 203. CrossRef Data Driven Water Surface Elevation Forecasting Model with Hybrid Activation Function—A Case Study for Hangang River, South Korea
Hyung Ju Yoo, Dong Hyun Kim, Hyun-Han Kwon, Seung Oh Lee
Applied Sciences.2020; 10(4): 1424. CrossRef A Study on Flame and Smoke Detection Algorithm Using Convolutional Neural Network Based on Deep Learning
Jinkyu Ryu, Dongkurl Kwak
Journal of the Korean Society of Hazard Mitigation.2020; 20(1): 223. CrossRef Future Runoff Analysis in the Mekong River Basin under a Climate Change Scenario Using Deep Learning
Daeeop Lee, Giha Lee, Seongwon Kim, Sungho Jung
Water.2020; 12(6): 1556. CrossRef Estimation of Hourly Dam Inflow using Time Series Data
Jangil Eom, Kwansue Jung
Journal of the Korean Society of Hazard Mitigation.2019; 19(2): 163. CrossRef
|