Giha Lee

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 10

Top Topics

Convolutional Neural Network

Comparative Study

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Earth Sci. Informatics

Environ. Model. Softw.

Publications

Linh Nguyen Van, Vinh Ngoc Tran, Giang V. Nguyen, Minho Yeon, May Thi-Tuyet Do, Giha Lee
Enhancing wildfire mapping accuracy using mono-temporal Sentinel-2 data: A novel approach through qualitative and quantitative feature selection with explainable AI. Ecol. Informatics 81 (2024)
Xuan-Hien Le, Duc-Hai Nguyen, Sungho Jung, Giha Lee
Deep neural network-based discharge prediction for upstream hydrological stations: a comparative study. Earth Sci. Informatics 16 (4) (2023)
Linh Nguyen Van, Xuan-Hien Le, Giang V. Nguyen, Minho Yeon, May-Thi Tuyet Do, Giha Lee
Evaluation of Numerous Kinetic Energy-Rainfall Intensity Equations Using Disdrometer Data. Remote. Sens. 15 (1) (2023)
Giha Lee, Duc Hai Nguyen, Xuan-Hien Le
A Novel Framework for Correcting Satellite-Based Precipitation Products for Watersheds with Discontinuous Observed Data, Case Study in Mekong River Basin. Remote. Sens. 15 (3) (2023)
Xuan-Hien Le, Duc Hai Nguyen, Giha Lee
Performance Comparison of Bias-Corrected Satellite Precipitation Products by Various Deep Learning Schemes. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Xuan-Hien Le, Linh Nguyen Van, Duc-Hai Nguyen, Giang V. Nguyen, Sungho Jung, Giha Lee
Comparison of bias-corrected multisatellite precipitation products by deep learning framework. Int. J. Appl. Earth Obs. Geoinformation 116 (2023)
Giang V. Nguyen, Xuan-Hien Le, Linh Nguyen Van, Sungho Jung, Minho Yeon, Giha Lee
Application of Random Forest Algorithm for Merging Multiple Satellite Precipitation Products across South Korea. Remote. Sens. 13 (20) (2021)
Xuan-Hien Le, Duc-Hai Nguyen, Sungho Jung, Minho Yeon, Giha Lee
Comparison of Deep Learning Techniques for River Streamflow Forecasting. IEEE Access 9 (2021)
Xuan-Hien Le, Giha Lee, Kwansue Jung, Hyunuk An, Seungsoo Lee, Younghun Jung
Application of Convolutional Neural Network for Spatiotemporal Bias Correction of Daily Satellite-Based Precipitation. Remote. Sens. 12 (17) (2020)
Hyunuk An, Tran The Viet, Giha Lee, Yeonsu Kim, Minseok Kim, Seong Jin Noh, Jaekyoung Noh
Development of time-variant landslide-prediction software considering three-dimensional subsurface unsaturated flow. Environ. Model. Softw. 85 (2016)