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Duc Hai Nguyen

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An h-index of 12 places this researcher in Earth Sciences, within the top 5% of 1,456 profiles in this field in our directory.

Featured publications

Comparison of Deep Learning Techniques for River Streamflow Forecasting173 citations
IEEE Access · 2021 · DOI
Correcting mean areal precipitation forecasts to improve urban flooding predictions by using long short-term memory network88 citations
Journal of Hydrology · 2020 · DOI
Development of an Extreme Gradient Boosting Model Integrated With Evolutionary Algorithms for Hourly Water Level Prediction74 citations
IEEE Access · 2021 · DOI
Hourly streamflow forecasting using a Bayesian additive regression tree model hybridized with a genetic algorithm65 citations
Journal of Hydrology · 2022 · DOI
LSTM-CM: a hybrid approach for natural drought prediction based on deep learning and climate models42 citations
Stochastic Environmental Research and Risk Assessment · 2023 · DOI
Improving rainfall-runoff modeling in the Mekong river basin using bias-corrected satellite precipitation products by convolutional neural networks41 citations
Journal of Hydrology · 2024 · DOI
Comparison of bias-corrected multisatellite precipitation products by deep learning framework28 citations
International Journal of Applied Earth Observation and Geoinformation · 2023 · DOI
Multi-step-ahead water level forecasting for operating sluice gates in Hai Duong, Vietnam20 citations
Environmental Monitoring and Assessment · 2022 · DOI
Improving Radar-Based Rainfall Forecasts by Long Short-Term Memory Network in Urban Basins20 citations
Water · 2021 · DOI
Deep neural network-based discharge prediction for upstream hydrological stations: a comparative study17 citations
Earth Science Informatics · 2023 · DOI

About the field of Earth Sciences

Common research topics in this field:

Geological and Geophysical StudiesHydrology and Watershed Management Studiesearthquake and tectonic studiesClimate variability and modelsAir Quality and Health ImpactsFlood Risk Assessment and Management

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The publication list above is compiled from the open academic database OpenAlex (CC0 licence). Compare with the source record on OpenAlex ↗

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Duc Hai NguyenTon Duc Thang University
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