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ORCIDTien Dat Pham 0001
Person information
- affiliation: RIKEN Center for Advanced Intelligence Project (AIP), Tokyo, Japan
- affiliation (former): Vietnam National University of Agriculture, Center for Agricultural Research and Ecological Studies, Hanoi, Vietnam
Other persons with the same name
- Tien Dat Pham 0002 — Waseda University, Tokyo, Japan
- Tien Dat Pham 0003 — Le Quy Don Technical University, Faculty of Mechanical Engineering, Hanoi, Vietnam
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Journal Articles
- 2022
[j13]Thuy Thi Phuong Vu, Tien Dat Pham
, Neil Saintilan, Andrew K. Skidmore, Hung Viet Luu, Quang Hien Vu, Nga Nhu Le, Huu Quang Nguyen, Bunkei Matsushita:
Mapping Multi-Decadal Mangrove Extent in the Northern Coast of Vietnam Using Landsat Time-Series Data on Google Earth Engine Platform. Remote. Sens. 14(18): 4664 (2022)- 2021
- [j12]Nam Thang Ha, Merilyn Manley-Harris, Tien-Dat Pham, Ian Hawes:
Detecting Multi-Decadal Changes in Seagrass Cover in Tauranga Harbour, New Zealand, Using Landsat Imagery and Boosting Ensemble Classification Techniques. ISPRS Int. J. Geo Inf. 10(6): 371 (2021) - 2020
- [j11]Nam Thang Ha, Merilyn Manley-Harris, Tien Dat Pham, Ian Hawes:
A Comparative Assessment of Ensemble-Based Machine Learning and Maximum Likelihood Methods for Mapping Seagrass Using Sentinel-2 Imagery in Tauranga Harbor, New Zealand. Remote. Sens. 12(3): 355 (2020) - [j10]Tien Dat Pham, Nga Nhu Le, Nam Thang Ha, Luong Viet Nguyen, Junshi Xia, Naoto Yokoya, Tu Trong To, Hong Xuan Trinh, Lap Quoc Kieu, Wataru Takeuchi:
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. Remote. Sens. 12(5): 777 (2020) - [j9]Tien Dat Pham, 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:
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. Remote. Sens. 12(8): 1334 (2020) - [j8]Viet Nghia Nguyen, Peyman Yariyan, Mahdis Amiri, An Dang Tran, Tien Dat Pham, Minh Phuong Do, Phuong-Thao Thi Ngo, Viet-Ha Nhu, Nguyen Quoc Long, Dieu Tien Bui:
A New Modeling Approach for Spatial Prediction of Flash Flood with Biogeography Optimized CHAID Tree Ensemble and Remote Sensing Data. Remote. Sens. 12(9): 1373 (2020) - [j7]Viet-Ha Nhu, Phuong-Thao Thi Ngo, Tien Dat Pham, Jie Dou, Xuan Song, Nhat-Duc Hoang, An Dang Tran, Phan Cao Duong, Ibrahim Berkan Aydilek, Mahdis Amiri, Romulus Costache, Pham Viet Hoa, Dieu Tien Bui:
A New Hybrid Firefly-PSO Optimized Random Subspace Tree Intelligence for Torrential Rainfall-Induced Flash Flood Susceptible Mapping. Remote. Sens. 12(17): 2688 (2020) - [j6]Junshi Xia, Naoto Yokoya, Tien Dat Pham:
Probabilistic Mangrove Species Mapping with Multiple-Source Remote-Sensing Datasets Using Label Distribution Learning in Xuan Thuy National Park, Vietnam. Remote. Sens. 12(22): 3834 (2020) - 2019
- [j5]Pham Viet Hoa, Nguyen Vu Giang, Nguyen An Binh, Le Vu Hong Hai, Tien-Dat Pham, Mahdi Hasanlou, Dieu Tien Bui:
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). Remote. Sens. 11(2): 128 (2019) - [j4]Tien-Dat Pham, Naoto Yokoya, Dieu Tien Bui, Kunihiko Yoshino, Daniel A. Friess:
Remote Sensing Approaches for Monitoring Mangrove Species, Structure, and Biomass: Opportunities and Challenges. Remote. Sens. 11(3): 230 (2019) - [j3]Omid Rahmati, Saleh Yousefi, Zahra Kalantari, Evelyn Uuemaa, Teimur Teimurian, Saskia Keesstra, Tien-Dat Pham, Dieu Tien Bui:
Multi-Hazard Exposure Mapping Using Machine Learning Techniques: A Case Study from Iran. Remote. Sens. 11(16): 1943 (2019) - [j2]Tien-Dat Pham, Junshi Xia, Nam Thang Ha, Dieu Tien Bui, Nga Nhu Le, Wataru Takeuchi:
A Review of Remote Sensing Approaches for Monitoring Blue Carbon Ecosystems: Mangroves, Seagrassesand Salt Marshes during 2010-2018. Sensors 19(8): 1933 (2019) - 2018
- [j1]Sasan Vafaei, Javad Soosani, Kamran Adeli, Hadi Fadaei, Hamed Naghavi, Tien Dat Pham, Dieu Tien Bui:
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). Remote. Sens. 10(2): 172 (2018)
Conference and Workshop Papers
- 2019
- [c1]Tien Dat Pham, Junshi Xia, Gerald Baier, Nga Nhu Le, Naoto Yokoya:
Mangrove Species Mapping Using Sentinel-1 and Sentinel-2 Data in North Vietnam. IGARSS 2019: 6102-6105
Coauthor Index
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