Improving Accuracy Estimation of Forest Aboveground Biomass Based on Incorporation of ALOS-2 PALSAR-2 and Sentinel-2A Imagery and Machine Learning: A Case Study of the Hyrcanian Forest Area (Iran). - Sasan Vafaei; Javad Soosani; Kamran Adeli; Hadi Fadaei; Hamed Naghavi; Tien Dat Pham 001; Dieu Tien Bui (Remote. Sens., 2018)

Mangrove Species Mapping Using Sentinel-1 and Sentinel-2 Data in North Vietnam. - Tien Dat Pham 001; Junshi Xia; Gerald Baier; Nga Nhu Le; Naoto Yokoya (IGARSS, 2019)

Soil Salinity Mapping Using SAR Sentinel-1 Data and Advanced Machine Learning Algorithms: A Case Study at Ben Tre Province of the Mekong River Delta (Vietnam). - Pham Viet Hoa; Nguyen Vu Giang; Nguyen An Binh; Le Vu Hong Hai; Tien-Dat Pham; Mahdi Hasanlou; Dieu Tien Bui (Remote. Sens., 2019)

Remote Sensing Approaches for Monitoring Mangrove Species, Structure, and Biomass: Opportunities and Challenges. - Tien-Dat Pham; Naoto Yokoya; Dieu Tien Bui; Kunihiko Yoshino; Daniel A. Friess (Remote. Sens., 2019)

Multi-Hazard Exposure Mapping Using Machine Learning Techniques: A Case Study from Iran. - Omid Rahmati; Saleh Yousefi; Zahra Kalantari; Evelyn Uuemaa; Teimur Teimurian; Saskia Keesstra; Tien-Dat Pham; Dieu Tien Bui (Remote. Sens., 2019)

A Review of Remote Sensing Approaches for Monitoring Blue Carbon Ecosystems: Mangroves, Seagrassesand Salt Marshes during 2010-2018. - Tien-Dat Pham; Junshi Xia; Nam Thang Ha; Dieu Tien Bui; Nga Nhu Le; Wataru Takeuchi (Sensors, 2019)

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 001; Nga Nhu Le; Nam Thang Ha; Luong Viet Nguyen; Junshi Xia; Naoto Yokoya; Tu Trong To; Hong Xuan Trinh; Lap Quoc Kieu; Wataru Takeuchi (Remote. Sens., 2020)

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 001; Ian Hawes (Remote. Sens., 2020)

A New Modeling Approach for Spatial Prediction of Flash Flood with Biogeography Optimized CHAID Tree Ensemble and Remote Sensing Data. - Viet Nghia Nguyen; Peyman Yariyan; Mahdis Amiri; An Dang Tran; Tien Dat Pham 001; Minh Phuong Do; Phuong-Thao Thi Ngo; Viet-Ha Nhu; Nguyen Quoc Long; Dieu Tien Bui (Remote. Sens., 2020)

A New Hybrid Firefly-PSO Optimized Random Subspace Tree Intelligence for Torrential Rainfall-Induced Flash Flood Susceptible Mapping. - Viet-Ha Nhu; Phuong-Thao Thi Ngo; Tien Dat Pham 001; Jie Dou; Xuan Song 001; Nhat-Duc Hoang; An Dang Tran; Phan Cao Duong; Ibrahim Berkan Aydilek; Mahdis Amiri; Romulus Costache; Pham Viet Hoa; et al. (Remote. Sens., 2020)

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 001; Naoto Yokoya; Junshi Xia; Nam Thang Ha; Nga Nhu Le; Thi Thu Trang Nguyen; Thi Huong Dao; Thi-Huong-Giang Vu; Tien Duc Pham; Wataru Takeuchi (Remote. Sens., 2020)

Probabilistic Mangrove Species Mapping with Multiple-Source Remote-Sensing Datasets Using Label Distribution Learning in Xuan Thuy National Park, Vietnam. - Junshi Xia; Naoto Yokoya; Tien Dat Pham 001 (Remote. Sens., 2020)

Detecting Multi-Decadal Changes in Seagrass Cover in Tauranga Harbour, New Zealand, Using Landsat Imagery and Boosting Ensemble Classification Techniques. - Nam Thang Ha; Merilyn Manley-Harris; Tien-Dat Pham; Ian Hawes (ISPRS Int. J. Geo Inf., 2021)

Mapping Multi-Decadal Mangrove Extent in the Northern Coast of Vietnam Using Landsat Time-Series Data on Google Earth Engine Platform. - Thuy Thi Phuong Vu; Tien Dat Pham 001; Neil Saintilan; Andrew K. Skidmore; Hung Viet Luu; Quang Hien Vu; Nga Nhu Le; Huu Quang Nguyen; Bunkei Matsushita (Remote. Sens., 2022)