| 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 | 378 | 2020 |
| 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 | 317 | 2019 |
| 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 | 309 | 2019 |
| 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 | 270 | 2019 |
| 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 | 269 | 2018 |
| 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 | 176 | 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) PV Hoa, NV Giang, NA Binh, LVH Hai, TD Pham, M Hasanlou, D Tien Bui Remote Sensing 11 (2), 128, 2019 | 141 | 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 … TD Pham, NN Le, NT Ha, VL Nguyen, J Xia, N Yokoya, TT To, XH Trinh, ... Remote Sensing, 2020 | 126 | 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. TD Pham, N Yokoya, J Xia, NT Ha, NN Le, TTT Nguyen, TH Dao, TPT Vu, ... Remote Sensing 12 (8), 1334, 2020 | 114 | 2020 |
| 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 | 105 | 2020 |
| 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 | 102 | 2019 |
| A novel intelligence approach based active and ensemble learning for agricultural soil organic carbon prediction using multispectral and SAR data fusion TT Nguyen, TD Pham, CT Nguyen, J Delfos, R Archibald, KB Dang, ... Science of the Total Environment, 2022 | 101 | 2022 |
| Evaluating the predictive power of different machine learning algorithms for groundwater salinity prediction of multi-layer coastal aquifers in the Mekong Delta, Vietnam DA Tran, M Tsujimura, NT Ha, VT Nguyen, VB Doan, DT Dang, QV Doan, ... Ecological Indicators 127, 107790, 2021 | 101 | 2021 |
| 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 | 100 | 2018 |
| 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 | 92 | 2019 |
| 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 | 90 | 2017 |
| Improvement of Mangrove Soil Carbon Stocks Estimation in North Vietnam Using Sentinel-2 Data and Machine Learning Approach TD Pham, N Yokoya, TTT Nguyen, NN Le, NT Ha, J Xia, W Takeuchi, ... GIScience & Remote Sensing, 2021 | 82 | 2021 |
| 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 | 78 | 2018 |
| A new hybrid firefly–PSO optimized random subspace tree intelligence for torrential rainfall-induced flash flood susceptible mapping VH Nhu, PT Thi Ngo, TD Pham, J Dou, X Song, ND Hoang, DA Tran, ... Remote Sensing 12 (17), 2688, 2020 | 68 | 2020 |
| Impacts of mangrove management systems on mangrove changes in the Northern Coast of Vietnam TD Pham, K Yoshino Tropics 24 (4), 141-151, 2016 | 61 | 2016 |
Ha Nam Thang, PhDFaculty of Fisheries, University of Agriculture and Forestry, Hue UniversityPatvirtintas el. paštas hueuni.edu.vn