Tien Dat Pham,  MSc and PhD
Tien Dat Pham, MSc and PhD
Department of Earth and Environmental Sciences, Macquarie University, Australia
Verified email at mq.edu.au - Homepage
Title
Cited by
Cited by
Year
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 …
S Vafaei, J Soosani, K Adeli, H Fadaei, H Naghavi, TD Pham, DT Bui
Remote Sensing 10 (2), 172-193, 2018
1122018
A novel deep learning neural network approach for predicting flash flood susceptibility: A case study at a high frequency tropical storm area
DT Bui, ND Hoang, F Martínez-Álvarez, PTT Ngo, PV Hoa, TD Pham, ...
Science of The Total Environment 701, 134413, 2020
1102020
A novel hybrid approach based on a swarm intelligence optimized extreme learning machine for flash flood susceptibility mapping
DT Bui, PTT Ngo, TD Pham, A Jaafari, NQ Minh, PV Hoa, P Samui
Catena 179, 184-196, 2019
952019
Flash flood susceptibility modeling using an optimized fuzzy rule based feature selection technique and tree based ensemble methods
DT Bui, P Tsangaratos, PTT Ngo, TD Pham, BT Pham
Science of the total environment 668, 1038-1054, 2019
902019
Remote sensing approaches for monitoring mangrove species, structure, and biomass: Opportunities and challenges
TD Pham, N Yokoya, DT Bui, K Yoshino, DA Friess
Remote Sensing 11 (3), 230, 2019
832019
Biomass estimation of Sonneratia caseolaris (l.) Engler at a coastal area of Hai Phong city (Vietnam) using ALOS-2 PALSAR imagery and GIS-based multi-layer perceptron neural …
TD Pham, K Yoshino, DT Bui
GIScience & Remote Sensing 54 (3), 329-353, 2017
502017
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 …
TD Pham, K Yoshino, NN Le, DT Bui
International Journal of Remote Sensing, 2018
432018
A Review of Remote Sensing Approaches for Monitoring Blue Carbon Ecosystems: Mangroves, Seagrasses and Salt Marshes during 2010 - 2018
TD Pham, J Xia, NT Ha, DT Bui, NN Le, W Takeuchi
Sensors 19 (8), 1933, 2019
412019
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)
PV Hoa, NV Giang, NA Binh, LVH Hai, TD Pham, M Hasanlou, D Tien Bui
Remote Sensing 11 (2), 128, 2019
392019
Impacts of mangrove management systems on mangrove changes in the Northern Coast of Vietnam
TD Pham, K Yoshino
Tropics 24 (4), 141-151, 2016
372016
Comparing mangrove forest management in Hai Phong City, Vietnam towards sustainable aquaculture
TD Pham, K Yoshino
Procedia Environmental Sciences 17, 109-118, 2013
312013
A new intelligence approach based on GIS-based multivariate adaptive regression splines and metaheuristic optimization for predicting flash flood susceptible areas at high …
DT Bui, ND Hoang, TD Pham, PTT Ngo, PV Hoa, NQ Minh, XT Tran, ...
Journal of Hydrology 575, 314-326, 2019
292019
Optimized Rule-Based Logistic Model Tree Algorithm for Mapping Mangrove Species Using ALOS PALSAR Imagery and GIS in the Tropical Region
TD Pham, DT Bui, K Yoshino, NN Le
Environmental Earth Sciences 77 (5), 159, 2018
292018
Aboveground biomass estimation of mangrove species using ALOS-2 PALSAR imagery in Hai Phong City, Vietnam
TD Pham, K Yoshino
Journal of Applied Remote Sensing 11 (2), 026010-026010, 2017
292017
Mangrove mapping and change detection using multi-temporal Landsat imagery in Hai Phong city, Vietnam
TD Pham, K Yoshino
International symposium on cartography in internet and ubiquitous …, 2015
292015
Multi-hazard exposure mapping using machine learning techniques: A case study from Iran
O Rahmati, S Yousefi, Z Kalantari, E Uuemaa, T Teimurian, S Keesstra, ...
Remote Sensing 11 (16), 1943, 2019
282019
Willingness to Pay for Mangrove Restoration in the Context of Climate Change in the Cat Ba Biosphere Reserve, Vietnam
TD Pham, N Kaida, K Yoshino, XH Nguyen, HT Nguyen, DT Bui
Ocean & Coastal Management 163 (1), 269-277, 2018
232018
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 …
TD Pham, NN Le, NT Ha, VL Nguyen, J Xia, N Yokoya, TT To, XH Trinh, ...
Remote Sensing, 2020
222020
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.
TD Pham, N Yokoya, J Xia, NT Ha, NN Le, TTT Nguyen, TH Dao, TPT Vu, ...
Remote Sensing 12 (8), 1334, 2020
212020
A comparative assessment of ensemble-based machine learning and maximum likelihood methods for mapping seagrass using Sentinel – 2 imagery in Tauranga Harbour, New Zealand
NT Ha, M Manley-Harris, TD Pham, I Hawes
Remote Sensing 12 (3), 355, 2020
212020
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