Giha Lee

12 papers Journal 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
Toward real-time high-resolution fluvial flood forecasting: A robust surrogate approach based on overland flow models.
Environ. Model. Softw.
Giang V. Nguyen, Chien Pham Van, Vinh Ngoc Tran, Linh Nguyen Van, Giha Lee
2024 J jnl
Enhancing wildfire mapping accuracy using mono-temporal Sentinel-2 data: A novel approach through qualitative and quantitative feature selection with explainable AI.
Ecol. Informatics
Linh Nguyen Van, Vinh Ngoc Tran, Giang V. Nguyen, Minho Yeon, May Thi-Tuyet Do, Giha Lee
2024 J jnl
Underutilized Feature Extraction Methods for Burn Severity Mapping: A Comprehensive Evaluation.
Remote. Sens.
Linh Nguyen Van, Giha Lee
2023 J jnl
A Novel Framework for Correcting Satellite-Based Precipitation Products for Watersheds with Discontinuous Observed Data, Case Study in Mekong River Basin.
Remote. Sens.
Giha Lee, Duc Hai Nguyen, Xuan-Hien Le
2023 J jnl
Comparison of bias-corrected multisatellite precipitation products by deep learning framework.
Int. J. Appl. Earth Obs. Geoinformation
Xuan-Hien Le, Linh Nguyen Van, Duc Hai Nguyen, Giang V. Nguyen, Sungho Jung, Giha Lee
2023 J jnl
Deep neural network-based discharge prediction for upstream hydrological stations: a comparative study.
Earth Sci. Informatics
Xuan-Hien Le, Duc-Hai Nguyen, Sungho Jung, Giha Lee
2023 J jnl
Evaluation of Numerous Kinetic Energy-Rainfall Intensity Equations Using Disdrometer Data.
Remote. Sens.
Linh Nguyen Van, Xuan-Hien Le, Giang V. Nguyen, Minho Yeon, May-Thi Tuyet Do, Giha Lee
2023 J jnl
Performance Comparison of Bias-Corrected Satellite Precipitation Products by Various Deep Learning Schemes.
IEEE Trans. Geosci. Remote. Sens.
Xuan-Hien Le, Duc Hai Nguyen, Giha Lee
2021 J jnl
Application of Random Forest Algorithm for Merging Multiple Satellite Precipitation Products across South Korea.
Remote. Sens.
Giang V. Nguyen, Xuan-Hien Le, Linh Nguyen Van, Sungho Jung, Minho Yeon, Giha Lee
2021 J jnl
Comparison of Deep Learning Techniques for River Streamflow Forecasting.
IEEE Access
Xuan-Hien Le, Duc-Hai Nguyen, Sungho Jung, Minho Yeon, Giha Lee
2020 J jnl
Application of Convolutional Neural Network for Spatiotemporal Bias Correction of Daily Satellite-Based Precipitation.
Remote. Sens.
Xuan-Hien Le, Giha Lee, Kwansue Jung, Hyunuk An, Seungsoo Lee, Younghun Jung
2016 J jnl
Development of time-variant landslide-prediction software considering three-dimensional subsurface unsaturated flow.
Environ. Model. Softw.
Hyunuk An, Tran The Viet, Giha Lee, Yeonsu Kim, Minseok Kim, Seong Jin Noh, Jaekyoung Noh