Nam Thang Ha

Estimating Mangrove Above-Ground Biomass Using Extreme Gradient Boosting Decision Trees Algorithm with Fused Sentinel-2 and ALOS-2 PALSAR-2 Data in Can Gio Biosphere Reserve, Vietnam

Tien Dat Pham, Nga Nhu Le, Nam Thang Ha et al. · Remote Sensing · 2020 · 136 citations · Full text

Reforestation, Environmental Monitoring, Engineering +15

Evaluating the predictive power of different machine learning algorithms for groundwater salinity prediction of multi-layer coastal aquifers in the Mekong Delta, Vietnam

Dang An Tran, Maki Tsujimura, Nam Thang Ha et al. · Ecological Indicators · 2021 · 120 citations · Full text

A Comparative Assessment of Ensemble-Based Machine Learning and Maximum Likelihood Methods for Mapping Seagrass Using Sentinel-2 Imagery in Tauranga Harbor, New Zealand

Nam Thang Ha, Merilyn Manley‐Harris, Tien Dat Pham et al. · Remote Sensing · 2020 · 105 citations · Full text

Environmental Monitoring, Machine Learning, Engineering +20

Improvement of Mangrove Soil Carbon Stocks Estimation in North Vietnam Using Sentinel-2 Data and Machine Learning Approach

Tien Dat Pham, Naoto Yokoya, Thi Thu Trang Nguyen et al. · GIScience & Remote Sensing · 2020 · 99 citations · Full text

Precision Agriculture, Environmental Monitoring, Engineering +18

Advances in Earth observation and machine learning for quantifying blue carbon

Tien Dat Pham, Nam Thang Ha, Neil Saintilan et al. · Earth-Science Reviews · 2023 · 65 citations · Full text

Earth Observation, Environmental Monitoring, Machine Learning +21