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 · 146 citations · Full text

Natural Resources, Forestry, Forest Ecology +16

Comparison of Machine Learning Methods for Estimating Mangrove Above-Ground Biomass Using Multiple Source Remote Sensing Data in the Red River Delta Biosphere Reserve, Vietnam

Tien Dat Pham, Naoto Yokoya, Junshi Xia et al. · Remote Sensing · 2020 · 142 citations · Full text

Computing, Data Science, Forestry +17

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 · 124 citations · Full text

Computing, Geoinformatics, Hydrology +15

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 · 106 citations · Full text

Natural Resources, Earth Sciences, Ecology +17

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 · 106 citations · Full text

Natural Sciences, Earth Sciences, Soil Sciences +16