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G

Giang V. Nguyen

Kyungpook National University

11H-index
35Paper Count
415Citation Count
Published Papers 12
Publication Date
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A two-stage optical fusion framework for wildfire severity mapping across the conterminous United States
errGeography and Sustainability
IF8
err2026-06-04
err0
errOAAI
errLinh Nguyen Van; Vinh Ngoc Tran; Giang V. Nguyen; Lam Nguyen Van; May Thi-Tuyet Do; Giha Lee
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Quantifying epistemic uncertainty in deep learning models for quantitative precipitation forecasting using synthetic rainfall fields
errStochastic Environmental Research and Risk Assessment
IF3.6
err2026-05-22
err0
errOAAI
errYounghun Kim; Giang V. Nguyen; Linh Nguyen Van; Giha Lee; Sungho Jung
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errSave
Toward real-time high-resolution fluvial flood forecasting: A robust surrogate approach based on overland flow models
errEnvironmental Modelling & Software
IF4.6
err2025-10-10
err0
PREAI
errGiang V. Nguyen; Chien Pham Van; Vinh Ngoc Tran; Linh Nguyen Van; Giha Lee
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errSave
Advancing parameter uncertainty quantification in hydrology models through integration of variational inference with a differentiable hydrology framework
errStochastic Environmental Research and Risk Assessment
IF3.6
err2025-06-17
err0
PREAI
errGiang V. Nguyen; Chien Pham Van; Linh Nguyen Van; Vinh Ngoc Tran; Younghun Kim; Giha Lee
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errSave
Unveiling environmental drivers of soil erosion in South Korea through SHAP-informed machine learning
errLAND USE POLICY
IF5.9
err2025-05-27
err0
PREAI
errVan, Linh Nguyen; Nguyen, Giang, V; Yeon, Minho; Do, May Thi-Tuyet; Lee, Giha
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errSave
Rapid Urban Flood Detection Using PlanetScope Imagery and Thresholding Methods
errWATER
IF3
err2025-03-28
err0
errOAAI
errVan, Linh Nguyen; Nguyen, Giang V.; Kim, Younghun; Do, May T. T.; Kwon, Seongcheon; Lee, Jinhyeong
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errSave
Machine learning operations landscape: platforms and tools
errARTIFICIAL INTELLIGENCE REVIEW
IF13.9
err2025-03-17
err0
errOAAI
errBerberi, Lisana; Kozlov, Valentin; Nguyen, Giang; Diaz, Judith Sainz-Pardo; Calatrava, Amanda; Molto, German; Tran, Viet; Garcia, Alvaro Lopez
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National variability in soil organic carbon stock predictions: Impact of bulk density pedotransfer functions
errINTERNATIONAL SOIL AND WATER CONSERVATION RESEARCH
IF7.3
err2024-12-01
err0
errOAAI
errDo, May-Thi Tuyet; Van, Linh Nguyen; Le, Xuan-Hien; Nguyen, Giang, V; Yeon, Minho; Lee, Giha
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errSave
Enhancing wildfire mapping accuracy using mono-temporal Sentinel-2 data: A novel approach through qualitative and quantitative feature selection with explainable AI
errECOLOGICAL INFORMATICS
IF7.3
err2024-07-01
err8
errOAAI
errVan, Linh Nguyen; Tran, Vinh Ngoc; V. Nguyen, Giang; Yeon, Minho; Do, May Thi-Tuyet; Lee, Giha
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errSave
Comparison of bias-corrected multisatellite precipitation products by deep learning framework
errINTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION
IF8.6
err2023-02-01
err17
errOAAI
errLe, Xuan-Hien; Van, Linh Nguyen; Nguyen, Duc Hai; Nguyen, Giang V.; Jung, Sungho; Lee, Giha
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errSave
Comprehensive relationships between kinetic energy and rainfall intensity based on precipitation measurements from an OTT Parsivel2 optical disdrometer
errFRONTIERS IN ENVIRONMENTAL SCIENCE
IF3.7
err2022-11-02
err8
errOAAI
errVan, Linh Nguyen; Le, Xuan-Hien; Nguyen, Giang V.; Yeon, Minho; May, Do Thi Tuyet; Lee, Giha
errShare
errSave
Investigating Behavior of Six Methods for Sediment Transport Capacity Estimation of Spatial-Temporal Soil Erosion
errWATER
IF3
err2021-11-01
err3
errOAAI
errVan, Linh Nguyen; Le, Xuan-Hien; Nguyen, Giang V.; Yeon, Minho; Jung, Sungho; Lee, Giha
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
В
В. Козлов
H-index: 50 · Papers: 208
Y
Younghun Kim
H-index: 32 · Papers: 179
G
Germán Moltó
H-index: 21 · Papers: 137
G
Giha Lee
H-index: 21 · Papers: 145
Á
Álvaro López García
H-index: 15 · Papers: 147
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