Publications

Peer-reviewed research across GeoAI and environmental science.

The record spans geospatial machine learning, land-use mapping, blue carbon, agriculture, climate, hydrology and environmental change.

Google Scholar ↗ORCID ↗

Featured research

2026 · GeoAI

First Agriculture Land Use Map in Vietnam Using an Adaptive Weighted Combined Loss Function for UNET++

Remote Sensing, 18(3), 430

Open DOI ↗

2024 · GeoAI

JAXA’s New High-Resolution Land Use Land Cover Map for Vietnam Using a Time-Feature Convolutional Neural Network

Scientific Reports, 14, 3926

Open DOI ↗

2023 · Environment

Advances in Earth Observation and Machine Learning for Quantifying Blue Carbon

Earth-Science Reviews, 243, 104501

Open DOI ↗

2022 · GeoAI

Ensemble Learning Updating Classifier for Accurate Land Cover Assessment in Tropical Cloudy Areas

Geocarto International, 37(14), 4053–4070

Open DOI ↗

2021 · GeoAI

First Comprehensive Quantification of Annual Land Use/Cover from 1990 to 2020 across Mainland Vietnam

Scientific Reports, 11, 9979

Open DOI ↗

2018 · GeoAI

JAXA High-Resolution Land Use/Land Cover Map for Central Vietnam in 2007 and 2017

Remote Sensing, 10(9), 1406

Open DOI ↗

Complete selected record

17 peer-reviewed publications

Ordered by publication year. External profiles remain the source for the most current citation record.

2026
First Agriculture Land Use Map in Vietnam Using an Adaptive Weighted Combined Loss Function for UNET++
Trung, T. H., Ky, N. V., Phan, D. C., Minh, D. B., Nguyen, H., & Nasahara, K. N.
Remote Sensing, 18(3), 430
DOI ↗
2025
Analysis of Riverine Flood Dynamics Using Sentinel-1 Satellite Imagery in An Giang, Vietnam
Ho, N. N. Y., Kantoush, S. A., Le, M.-H., Phan, D. C., & Doan, V. B.
Hue University Journal of Science: Natural Science, 134(1S-1), 127–140
DOI ↗
2024
JAXA’s New High-Resolution Land Use Land Cover Map for Vietnam Using a Time-Feature Convolutional Neural Network
Truong, V. T., Hirayama, S., Phan, D. C., Hoang, T. T., Tadono, T., & Nasahara, K. N.
Scientific Reports, 14, 3926
DOI ↗
2024
A New Approach Based on Deep Neural Networks and Multisource Geospatial Data for Spatial Prediction of Groundwater Spring Potential
Nhu, V. H., Phan, D. C., Pham, V. H., et al.
IEEE Access, 12, 26344–26363
DOI ↗
2023
Advances in Earth Observation and Machine Learning for Quantifying Blue Carbon
Pham, T. D., Ha, N. T., Saintilan, N., Skidmore, A., Phan, D. C., et al.
Earth-Science Reviews, 243, 104501
DOI ↗
2023
Land Surface Physics-Based Downscaling Approach for Agricultural Meteorological Prediction: Applicability for Tropical-Monsoon Region, the Red River Delta, Vietnam
Nguyen, D.-M., Doan, Q.-V., Trinh, H. D., et al.
SOLA, 19, 298–306
DOI ↗
2022
Transformation of Rural Landscapes in the Vietnamese Mekong Delta from 1990 to 2019: A Spatio-Temporal Analysis
Nguyen, H., Ta Hoang, T., Phan, D. C., et al.
Geocarto International, 37(26), 13881–13903
DOI ↗
2022
Ensemble Learning Updating Classifier for Accurate Land Cover Assessment in Tropical Cloudy Areas
Phan, D. C., Ta Hoang, T., Truong, V. T., & Nasahara, K. N.
Geocarto International, 37(14), 4053–4070
DOI ↗
2021
First Comprehensive Quantification of Annual Land Use/Cover from 1990 to 2020 across Mainland Vietnam
Phan, D. C., Ta Hoang, T., Truong, V. T., et al.
Scientific Reports, 11, 9979
DOI ↗
2021
A Novel Hybrid Quantum-PSO and Credal Decision Tree Ensemble for Tropical Cyclone-Induced Flash Flood Susceptibility Mapping with Geospatial Data
Ngo, P.-T. T., et al.
Journal of Hydrology, 596, 125682
DOI ↗
2020
A New Hybrid Firefly–PSO Optimized Random Subspace Tree Intelligence for Torrential Rainfall-Induced Flash Flood Susceptible Mapping
Nhu, V. H., et al.
Remote Sensing, 12(17), 2688
DOI ↗
2019
JAXA Annual Forest Cover Maps for Vietnam during 2015–2018 Using ALOS-2/PALSAR-2 and Auxiliary Data
Truong, V. T., Hoang, T. T., Phan, D. C., et al.
Remote Sensing, 11(20), 2412
DOI ↗
2019
How Does Land Use/Land Cover Map Accuracy Depend on Number of Classification Classes?
Truong, V. T., Phan, D. C., et al.
SOLA, 15, 28–31
DOI ↗
2019
Assessment of Flood Extremes Using Downscaled CMIP5 High-Resolution Ensemble Projections of Near-Term Climate for the Upper Thu Bon Catchment in Vietnam
Do, H. N., Tran, D. H., Phan, D. C., et al.
Water, 11(4), 634
DOI ↗
2018
JAXA High-Resolution Land Use/Land Cover Map for Central Vietnam in 2007 and 2017
Phan, D. C., Ta Hoang, T., Nasahara, K. N., & Tadono, T.
Remote Sensing, 10(9), 1406
DOI ↗
2018
Assessment of Near-Term Runoff Response at a River Basin Scale in Central Vietnam Using Direct CMIP5 High-Resolution Model Outputs
Do, H. N., Phan, D. C., Duong, H. T., Dang, T. M., & Nguyen, Q. D.
Water, 10(4), 477
DOI ↗
2016
Assessment of Climate Change Impact on River Flow Regimes in the Red River Delta, Vietnam: A Case Study of the Nhue-Day River Basin
Phan, D. C., Nauditt, A., & Nguyen, T. P.
Journal of Natural Resources and Development, 6, 81–91
DOI ↗

Peer-reviewed research across GeoAI and environmental science.

First Agriculture Land Use Map in Vietnam Using an Adaptive Weighted Combined Loss Function for UNET++

JAXA’s New High-Resolution Land Use Land Cover Map for Vietnam Using a Time-Feature Convolutional Neural Network

Advances in Earth Observation and Machine Learning for Quantifying Blue Carbon

Ensemble Learning Updating Classifier for Accurate Land Cover Assessment in Tropical Cloudy Areas

First Comprehensive Quantification of Annual Land Use/Cover from 1990 to 2020 across Mainland Vietnam

JAXA High-Resolution Land Use/Land Cover Map for Central Vietnam in 2007 and 2017

First Agriculture Land Use Map in Vietnam Using an Adaptive Weighted Combined Loss Function for UNET++

Analysis of Riverine Flood Dynamics Using Sentinel-1 Satellite Imagery in An Giang, Vietnam

JAXA’s New High-Resolution Land Use Land Cover Map for Vietnam Using a Time-Feature Convolutional Neural Network

A New Approach Based on Deep Neural Networks and Multisource Geospatial Data for Spatial Prediction of Groundwater Spring Potential

Advances in Earth Observation and Machine Learning for Quantifying Blue Carbon

Land Surface Physics-Based Downscaling Approach for Agricultural Meteorological Prediction: Applicability for Tropical-Monsoon Region, the Red River Delta, Vietnam

Transformation of Rural Landscapes in the Vietnamese Mekong Delta from 1990 to 2019: A Spatio-Temporal Analysis

Ensemble Learning Updating Classifier for Accurate Land Cover Assessment in Tropical Cloudy Areas

First Comprehensive Quantification of Annual Land Use/Cover from 1990 to 2020 across Mainland Vietnam

A Novel Hybrid Quantum-PSO and Credal Decision Tree Ensemble for Tropical Cyclone-Induced Flash Flood Susceptibility Mapping with Geospatial Data

A New Hybrid Firefly–PSO Optimized Random Subspace Tree Intelligence for Torrential Rainfall-Induced Flash Flood Susceptible Mapping

JAXA Annual Forest Cover Maps for Vietnam during 2015–2018 Using ALOS-2/PALSAR-2 and Auxiliary Data

How Does Land Use/Land Cover Map Accuracy Depend on Number of Classification Classes?

Assessment of Flood Extremes Using Downscaled CMIP5 High-Resolution Ensemble Projections of Near-Term Climate for the Upper Thu Bon Catchment in Vietnam

JAXA High-Resolution Land Use/Land Cover Map for Central Vietnam in 2007 and 2017

Assessment of Near-Term Runoff Response at a River Basin Scale in Central Vietnam Using Direct CMIP5 High-Resolution Model Outputs

Assessment of Climate Change Impact on River Flow Regimes in the Red River Delta, Vietnam: A Case Study of the Nhue-Day River Basin