Tien Giang Nguyen - Publications, H-index & Citations

Tien Giang Nguyen

VNU University of Science

11H指数

25论文数

372被引数

收录论文 10

发表时间

The Value of Forecasters-in-the-Loop in Real-Time Flood Forecasting in the Age of Machine Learning 在机器学习时代，预报员参与实时洪水预报的价值

Geophysical Research Letters

IF4.6

2026-04-24

OAAI

Vinh Ngoc Tran; Donghui Xu; Phong Le; Jongho Kim; Tam Van Nguyen; Giang Tien Nguyen; Pedro J. Restrepo; Valeriy Y. Ivanov

A new framework for quantifying the impacts of climate variability and human activities on streamflow variation with an application to the upper Da river basin 一种用于量化气候变率和人类活动对径流变化影响的新框架及其在Da河流域上游的应用

Climatic Change

IF4.8

2025-12-08

PREAI

Hai Van Khuong; Don Cao Nguyen; Bich Thi Ngoc Do; Minh Tran Duc Dang; Giang Tien Nguyen

Spatial extrapolation in soil salinity and future land cover using hybrid machine learning and land change modeler: case study in the Mekong Delta and the Red River Delta 土壤盐渍化的空间外推及未来土地利用变化研究：基于混合机器学习与土地利用变化模型器的案例研究——湄公河三角洲和红河三角洲

Environmental Research Letters

IF5.6

2025-10-03

OAAI

Huu Duy Nguyen; Quang-Hai Truong; Thi Ha Thanh Nguyen; Phuong Lan Vu; Le Tuan Pham; Ngoc Tu Bui; Dinh Kha Dang; Tien Giang Nguyen; Tan Phan Van; Quoc-Huy Nguyen; Quang-Thanh Bui; Minh Cuong Ha; Thanh Van Hoang; Alexandru-Ionut Petrisor; Son Van Nghiem

Prediction of riverbank erosion susceptibility areas of the Vietnam Mekong Delta using machine learning and remote sensing in the context of geographical studies 基于地理学研究背景，利用机器学习和遥感技术预测越南湄公河三角洲河岸侵蚀易发区域

PHYSICAL GEOGRAPHY

IF0

2025-09-01

PREAI

Nguyen, Tien Giang; Dang, Dinh Kha; Ngo, Chi Tuan; Nguyen, Huu Duy; Pham, Viet Thanh; Bui, Quang-Thanh; Can, Thu-Van; Luu, Ninh Van

Reconstructing Long-Term Daily Streamflow Data at the Discontinuous Monitoring Station in the Ungauged Transboundary Basin Using Machine Learning

WATER RESOURCES MANAGEMENT

IF4.7

2025-01-17

PREAI

Tran, Vinh Ngoc; Nguyen, Hanh Duc; Khuong, Hai Van; Dao, Huy Ba; Le, Quan Huu Minh; Nguyen, Chi Que; Nguyen, Giang Tien

A deep learning modeling framework with uncertainty quantification for inflow-outflow predictions for cascade reservoirs

JOURNAL OF HYDROLOGY

IF6.3

2024-02-01

PREAI

Tran, Vinh Ngoc; Ivanov, Valeriy Y.; Nguyen, Giang Tien; Anh, Tran Ngoc; Nguyen, Phuong Huy; Kim, Dae-Hong; Kim, Jongho

Data-Driven Dam Outflow Prediction Using Deep Learning with Simultaneous Selection of Input Predictors and Hyperparameters Using the Bayesian Optimization Algorithm

WATER RESOURCES MANAGEMENT

IF4.7

2023-12-01

PREAI

Tran, Vinh Ngoc; Dinh, Duc Dang; Pham, Binh Duy Huy; Dang, Kha Dinh; Anh, Tran Ngoc; Ngoc, Ha Nguyen; Nguyen, Giang Tien

Bottom-up approach for flood-risk management in developing countries: a case study in the Gianh River watershed of Vietnam

NATURAL HAZARDS

IF3.7

2023-08-10

OAAI

Nguyen, Huu Duy; Nguyen, Thi Ha Thanh; Nguyen, Quoc-Huy; Nguyen, Tien Giang; Dang, Dinh Kha; Nguyen, Y. Nhu; Bui, Thu Huong; Nguyen, Ngoc Diep; Bui, Quang-Thanh; Brecan, Petre; Petrisor, Alexandru-Ionut

Cropland abandonment and flood risks: Spatial analysis of a case in North Central Vietnam

ANTHROPOCENE

IF3.9

2022-06-01

PREAI

Huu Duy Nguyen; Vu Dong Pham; Phuong Lan Vu; Thi Ha Thanh Nguyen; Quoc-Huy Nguyen; Tien Giang Nguyen; Dinh Kha Dang; Van Truong Tran; Quang-Thanh Bui; Tuan Anh Lai; Petrisor, Alexandru-Ionut

Salinity intrusion prediction using remote sensing and machine learning in data-limited regions: A case study in Vietnam's Mekong Delta 在数据有限的地区使用遥感和机器学习进行盐度入侵预测: 以越南的湄公河三角洲为例

GEODERMA REGIONAL

IF3.3

2021-12-01

PREAI

Nguyen, Tien Giang; Tran, Ngoc Anh; Vu, Phuong Lan; Nguyen, Quoc-Huy; Nguyen, Huu Duy; Bui, Quang-Thanh

研究方向