Nga Nhu Le

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

Estimating aboveground biomass of a mangrove plantation on the Northern coast of Vietnam using machine learning techniques with an integration of ALOS-2 PALSAR-2 and Sentinel-2A data

Tien Dat Pham, Kunihiko Yoshino, Nga Nhu Le et al. · International Journal of Remote Sensing · 2018 · 100 citations

Earth Observation, Precision Agriculture, Environmental Monitoring +21

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

Optimized rule-based logistic model tree algorithm for mapping mangrove species using ALOS PALSAR imagery and GIS in the tropical region

Tien Dat Pham, Dieu Tien Bui, Kunihiko Yoshino et al. · Environmental Earth Sciences · 2018 · 43 citations

Tropical Region, Engineering, Forest Biometrics +11